Artificial intelligence
266 of 521 companies added a paragraph in Risk Factors that uses one of these words:
AI, artificial intelligence, machine learning, generative, large language model.
The paragraph is in the latest 10-K and nothing like it was in the one before.
It counts text; it does not say how serious a risk is. Words in capitals only (such as AI) must be in capitals.
By sector
Sector is the SEC's industry description of the company. Each count opens that sector's quotes below.
| Sector | Companies | Compared |
|---|---|---|
| Orthopedic, Prosthetic & Surgical Appliances & Supplies | 5 | 5 |
| Services-Consumer Credit Reporting, Collection Agencies | 3 | 3 |
| Computer Peripheral Equipment, NEC | 2 | 2 |
| Men's & Boys' Furnishgs, Work Clothg, & Allied Garments | 2 | 2 |
| Retail-Catalog & Mail-Order Houses | 2 | 2 |
| Rubber & Plastics Footwear | 2 | 2 |
| Services-Medical Laboratories | 2 | 2 |
| Transportation Services | 2 | 2 |
| Air Courier Services | 1 | 1 |
| Aircraft & Parts | 1 | 1 |
| Aircraft Parts & Auxiliary Equipment, NEC | 1 | 1 |
| Apparel & Other Finishd Prods of Fabrics & Similar Matl | 1 | 1 |
| Bottled & Canned Soft Drinks & Carbonated Waters | 1 | 1 |
| Communications Equipment, NEC | 1 | 1 |
| Drawing & Insulating of Nonferrous Wire | 1 | 1 |
| Electrical Industrial Apparatus | 1 | 1 |
| Electromedical & Electrotherapeutic Apparatus | 1 | 1 |
| Electronic Components & Accessories | 1 | 1 |
| Engines & Turbines | 1 | 1 |
| Farm Machinery & Equipment | 1 | 1 |
| Games, Toys & Children's Vehicles (No Dolls & Bicycles) | 1 | 1 |
| Gas & Other Services Combined | 1 | 1 |
| General Industrial Machinery & Equipment, NEC | 1 | 1 |
| Grain Mill Products | 1 | 1 |
| Heavy Construction Other Than Bldg Const - Contractors | 1 | 1 |
| Insurance Carriers, NEC | 1 | 1 |
| Leather & Leather Products | 1 | 1 |
| Meat Packing Plants | 1 | 1 |
| Misc Industrial & Commercial Machinery & Equipment | 1 | 1 |
| Miscellaneous Manufacturing Industries | 1 | 1 |
| Motors & Generators | 1 | 1 |
| Newspapers: Publishing or Publishing & Printing | 1 | 1 |
| Oil & Gas Field Machinery & Equipment | 1 | 1 |
| Ordnance & Accessories, (No Vehicles/Guided Missiles) | 1 | 1 |
| Paints, Varnishes, Lacquers, Enamels & Allied Prods | 1 | 1 |
| Paper Mills | 1 | 1 |
| Real Estate | 1 | 1 |
| Retail-Computer & Computer Software Stores | 1 | 1 |
| Retail-Drug Stores and Proprietary Stores | 1 | 1 |
| Retail-Eating & Drinking Places | 1 | 1 |
| Retail-Grocery Stores | 1 | 1 |
| Retail-Home Furniture, Furnishings & Equipment Stores | 1 | 1 |
| Retail-Radio, Tv & Consumer Electronics Stores | 1 | 1 |
| Retail-Retail Stores, NEC | 1 | 1 |
| Rolling Drawing & Extruding of Nonferrous Metals | 1 | 1 |
| Services-Advertising Agencies | 1 | 1 |
| Services-Detective, Guard & Armored Car Services | 1 | 1 |
| Services-Engineering, Accounting, Research, Management | 1 | 1 |
| Services-Equipment Rental & Leasing, NEC | 1 | 1 |
| Services-Misc Health & Allied Services, NEC | 1 | 1 |
| Special Industry Machinery (No Metalworking Machinery) | 1 | 1 |
| Special Industry Machinery, NEC | 1 | 1 |
| Sugar & Confectionery Products | 1 | 1 |
| Telephone & Telegraph Apparatus | 1 | 1 |
| Television Broadcasting Stations | 1 | 1 |
| Trucking & Courier Services (No Air) | 1 | 1 |
| Wholesale-Electronic Parts & Equipment, NEC | 1 | 1 |
| Wholesale-Medical, Dental & Hospital Equipment & Supplies | 1 | 1 |
| X-Ray Apparatus & Tubes & Related Irradiation Apparatus | 1 | 1 |
| Computer Storage Devices | 4 | 5 |
| Services-Computer Programming, Data Processing, Etc. | 4 | 5 |
| Investment Advice | 6 | 8 |
| Retail-Eating Places | 3 | 4 |
| Services-Prepackaged Software | 14 | 19 |
| Surgical & Medical Instruments & Apparatus | 7 | 10 |
| Finance Services | 19 | 28 |
| Semiconductors & Related Devices | 10 | 15 |
| Insurance Agents, Brokers & Service | 4 | 6 |
| Electronic Computers | 2 | 3 |
| Measuring & Controlling Devices, NEC | 2 | 3 |
| Retail-Auto Dealers & Gasoline Stations | 2 | 3 |
| Retail-Building Materials, Hardware, Garden Supply | 2 | 3 |
| Services-Commercial Physical & Biological Research | 2 | 3 |
| Services-Computer Integrated Systems Design | 2 | 3 |
| Wholesale-Drugs, Proprietaries & Druggists' Sundries | 2 | 3 |
| National Commercial Banks | 7 | 11 |
| Hospital & Medical Service Plans | 3 | 5 |
| Industrial Instruments For Measurement, Display, and Control | 3 | 5 |
| Laboratory Analytical Instruments | 3 | 5 |
| Services-Business Services, NEC | 9 | 16 |
| Real Estate Investment Trusts | 15 | 27 |
| Electric Services | 8 | 15 |
| Electronic & Other Electrical Equipment (No Computer Equip) | 2 | 4 |
| Search, Detection, Navigation, Guidance, Aeronautical Sys | 2 | 4 |
| Services-Computer Processing & Data Preparation | 2 | 4 |
| Aircraft Engines & Engine Parts | 1 | 2 |
| Arrangement of Transportation of Freight & Cargo | 1 | 2 |
| Cigarettes | 1 | 2 |
| Cutlery, Handtools & General Hardware | 1 | 2 |
| Fats & Oils | 1 | 2 |
| Industrial Organic Chemicals | 1 | 2 |
| Instruments For Meas & Testing of Electricity & Elec Signals | 1 | 2 |
| Optical Instruments & Lenses | 1 | 2 |
| Paperboard Containers & Boxes | 1 | 2 |
| Printed Circuit Boards | 1 | 2 |
| Pumps & Pumping Equipment | 1 | 2 |
| Radio & Tv Broadcasting & Communications Equipment | 1 | 2 |
| Retail-Auto & Home Supply Stores | 1 | 2 |
| Services-Computer Programming Services | 1 | 2 |
| Services-General Medical & Surgical Hospitals, NEC | 1 | 2 |
| Services-To Dwellings & Other Buildings | 1 | 2 |
| Telephone Communications (No Radiotelephone) | 1 | 2 |
| Trucking (No Local) | 1 | 2 |
| Wholesale-Groceries & Related Products | 1 | 2 |
| Pharmaceutical Preparations | 5 | 11 |
| Crude Petroleum & Natural Gas | 3 | 7 |
| Electric & Other Services Combined | 5 | 12 |
| Retail-Variety Stores | 2 | 5 |
| Air Transportation, Scheduled | 1 | 3 |
| Computer & office Equipment | 1 | 3 |
| Computer Communications Equipment | 1 | 3 |
| Electrical Work | 1 | 3 |
| General Industrial Machinery & Equipment | 1 | 3 |
| Life Insurance | 1 | 3 |
| Perfumes, Cosmetics & Other Toilet Preparations | 1 | 3 |
| Plastic Materials, Synth Resins & Nonvulcan Elastomers | 1 | 3 |
| Soap, Detergents, Cleang Preparations, Perfumes, Cosmetics | 1 | 3 |
| Water Transportation | 1 | 3 |
| Security Brokers, Dealers & Flotation Companies | 2 | 7 |
| Fire, Marine & Casualty Insurance | 3 | 12 |
| Motor Vehicles & Passenger Car Bodies | 1 | 4 |
| Security & Commodity Brokers, Dealers, Exchanges & Services | 1 | 4 |
| Beverages | 1 | 5 |
| Biological Products, (No Diagnostic Substances) | 1 | 5 |
| Hotels & Motels | 1 | 5 |
| Petroleum Refining | 1 | 6 |
| State Commercial Banks | 1 | 6 |
833 paragraphs
The Company competes with a number of companies in the development and deployment of artificial intelligence and has made significant investments in building artificial intelligence features and related infrastructure across its products and services. Failure to successfully develop, deploy or differentiate artificial intelligence capabilities, or to do so as quickly or cost-effectively as competitors, could result in loss of market share, erosion of competitive positioning, and inability to attract or retain customers and talent.
Read in the 10-K filed Nov 3, 2026 ↗
The Company’s business, including its artificial intelligence and machine learning offerings, also depends on access to sufficient compute capacity and storage resources. Demand for cloud compute and storage services and other artificial intelligence infrastructure has increased substantially across the technology industry, resulting in constrained supply, extended lead times, and increasing costs. In addition to its own data center infrastructure, the Company relies on third-party cloud service providers to meet these compute and storage needs. There are limited third-party providers that can reliably meet such demand, and the Company may be unable to secure sufficient capacity on commercially reasonable terms, or at all, to meet customer demand. Investment in data center capacity involves significant expenditures and long-term commitments, including for components and equipment, which increase the Company’s capital expenditures, liabilities and obligations. The ability of the Company and its third-party providers to timely build, expand and operate data centers is subject to operational challenges and other external factors, including restrictions on international trade, supply chain constraints, access to financing, construction delays, the availability of power, water and land, labor shortages, public sentiment, as well as existing and evolving laws governing the permitting, zoning, operation and taxation of data centers. In addition, new or expanding environmental regulations could increase the costs associated with operating and expanding the Company’s or its third-party providers’ data center infrastructure or limit the ability to expand in certain jurisdictions. Data center operations are also subject to risks related to power transmission and other utility outages, telecommunications and network failures, cybersecurity attacks, and other interruptions outside the Company’s control. If the Company is unable to obtain and maintain adequate compute capacity and storage resources in a timely manner or at commercially reasonable rates, this can limit the functionality and availability of the Company’s products, services and features, delay the deployment of new features or offerings, or cause the Company to incur significantly higher costs. In addition, the Company may overestimate or underestimate requirements, which could result in higher-than-expected costs for the Company or an inability to fully satisfy customer demand or expectations.
Read in the 10-K filed Nov 3, 2026 ↗
Third-party developers may also engage in fraudulent, deceptive or illegal conduct that could harm the Company’s business, customers and reputation. Despite the Company’s significant investment in review processes, security measures and other controls designed to prevent abuse of its platforms, some third-party developers have engaged, and may in the future engage, in fraudulent activity or other illegal or improper behavior and the Company may not be able to timely or effectively prevent, detect or remediate such conduct. These risks may be exacerbated by the use of artificial intelligence by bad actors seeking to circumvent the Company’s review processes, security measures and other controls. Any such conduct, or the perception that the Company has failed to adequately prevent, detect or respond to such risks, could damage customer trust and the Company’s brand and reputation, result in a decline in customer use of the Company’s products and services, and subject the Company to litigation, regulatory investigations, fines or other legal liability.
Read in the 10-K filed Nov 3, 2026 ↗
The rapid advancement and widespread dissemination of artificial intelligence technologies significantly increases the risks associated with cybersecurity attacks. For example, artificial intelligence technologies are producing highly targeted phishing campaigns, automating the discovery or exploitation of vulnerabilities, generating deepfake content designed to bypass authentication protocols, and identifying and exploiting vulnerabilities at a greater scale and at a highly accelerated pace. As increasingly sophisticated and capable artificial intelligence models continue to become available, these risks are intensifying. Sophisticated and widespread cybersecurity attacks pose substantial systemic risks, such as cascading failures across interconnected systems, and potential disruptions to critical infrastructure and market stability. In addition, artificial intelligence technologies are themselves susceptible to security threats, and the development, deployment and use of artificial intelligence by the Company, its employees and its suppliers exposes the Company to additional vulnerabilities and attacks.
Read in the 10-K filed Nov 3, 2026 ↗
Issues related to artificial intelligence may result in reputational, competitive and financial harm to the Company, regulatory action, legal liability, and other adverse effects to the Company’s business.
Read in the 10-K filed Nov 3, 2026 ↗
Artificial intelligence technologies are increasingly integrated into the Company’s products and services and its business and operations. These technologies present emerging legal, regulatory, ethical and operational risks.
Read in the 10-K filed Nov 3, 2026 ↗
For example, the Company’s artificial intelligence efforts may give rise to risks related to, among other things: competition and strategy; recouping costs and returns on investments; product liability; intellectual property infringement; data privacy; cybersecurity; sanctions and export controls; unauthorized access to or inadvertent releases of confidential information or other unexpected access to or use of user information; exposing users to harmful, inaccurate or other negative content or experiences; unintended or unauthorized actions by autonomous or agentic systems; misuse of artificial intelligence by employees and other personnel; changing public sentiment; bias and discrimination; and online safety and protection of minors. While the Company is committed to developing and deploying artificial intelligence responsibly, the Company may be unsuccessful in identifying or resolving all potential issues and failures before they arise. As a result, the Company could be exposed to reputational and competitive harm, regulatory action, legal liability, and other adverse effects to its business.
Read in the 10-K filed Nov 3, 2026 ↗
In particular, artificial intelligence agents and other technologies can take actions autonomously, including interacting with internal or external systems that in some cases they may not be authorized to access, executing or altering code, sending communications, and completing transactions. Such technologies, whether developed or deployed by the Company or by third parties, may behave in unintended or unpredictable ways, including by taking actions that were not directed, instructed or authorized, exceeding permissions, defying directions or resisting instructions, circumventing the Company’s or third parties’ security measures and other controls, or being manipulated or compromised through malicious inputs or by bad actors. In addition, such technologies may conceal actions, hide, withhold or manipulate information, or generate inaccurate or deceptive outputs. Because many of these technologies are nondeterministic, their behavior can be difficult to anticipate, control, test and audit, and errors can compound across multistep workflows. Some consequences, such as deleting data or completing transactions, may be difficult or impossible to reverse. Moreover, the Company’s ability to oversee and control third-party artificial intelligence agents and other technologies may be limited. Artificial intelligence tools may be used in ways that violate the Company’s policies, contractual obligations or applicable laws, produce unintended consequences, or intentionally misuse authorized access, and the Company’s policies and controls may not keep pace with rapidly advancing technologies or prevent or timely detect such misuse.
Read in the 10-K filed Nov 3, 2026 ↗
The divergent and rapidly evolving nature of legal and regulatory frameworks around artificial intelligence and super intelligence and increased scrutiny from lawmakers and regulators create significant uncertainty. The Company may not always be able to anticipate how courts and regulators will apply existing laws and regulations to artificial intelligence, predict how new legal and regulatory frameworks will develop to address artificial intelligence, or otherwise respond to these frameworks as they are still rapidly evolving. The Company may also have to incur significant expenditures to adapt to new legal frameworks and adjust its offerings in certain jurisdictions if the legal frameworks on artificial intelligence are not consistent across jurisdictions. The Company also cannot predict how various laws and regulations related to online services, intermediary liability, and other issues will apply to content generated by artificial intelligence. In addition, the Company is subject to the risks posed by ethical concerns and negative consumer perceptions related to automation, artificial intelligence and super intelligence, including perceived threats to safety or other societal harms or complications.
Read in the 10-K filed Nov 3, 2026 ↗
The Company is involved in lawsuits, many of which claim statutory damages or seek significant changes to its business operations, and the Company anticipates that it will continue to be a target for such lawsuits in the future. Because of the scale of the Company’s user, advertiser, investor and developer bases, the plaintiffs in class action cases filed against the Company typically claim monetary damages even if the alleged per-user or per-entity harm is small or nonexistent. In addition, the Company has faced, and will continue to face, additional class-action and other lawsuits based on various legal theories, including claims related to advertising, antitrust, privacy, security, biometrics, content, algorithms, copyright, user well-being, minors, employment, activities on the Company’s platforms, consumer protection, unfair and deceptive trade practices, or product performance or other claims related to the use of consumer hardware and software, including artificial intelligence products, that are new and unproven. The results of any such lawsuits and claims cannot be predicted with certainty, and any negative outcome could expose the Company to substantial penalties, including monetary damages, fines, injunctive relief, or requirements to change its products, services, or business policies and practices.
Read in the 10-K filed Nov 3, 2026 ↗
The regulatory and intellectual property frameworks governing the use and protection of AI and ML Technologies and its outputs are rapidly evolving, and we cannot predict how future legislation and regulation will impact our ability to offer and protect products or services that we develop which leverage AI and ML Technologies. Regulators (including data protection regulators) have taken, and are expected to continue to take, an increased interest in issues, such as how we and our vendors collect, maintain, process, and provide transparency on the use of personal data in this context. The increased use of AI and ML Technologies means that regulators are increasingly seeking advance engagement with businesses like ours in respect of certain types of data processing, including our lead EU data protection regulator, the Irish Data Protection Commission. In addition, certain existing legal regimes including those related to data privacy, competition, and consumer protection, may also regulate certain aspects of AI and ML Technologies, and new laws may be adopted and interpreted in ways
Read in the 10-K filed Feb 12, 2026 ↗
that would limit our ability to use AI and ML Technologies. This may affect our use of AI and ML Technologies and our ability to provide, improve or commercialize our services effectively and efficiently and result in increased costs. For example, in the United States, legislation related to AI and ML Technologies has been introduced at the federal level and enacted by various states. Several states – such as California, Colorado, Connecticut, and Texas – have enacted or proposed laws governing the development and deployment of AI and ML Technologies at varying degrees, typically focused on high-risk uses of AI. Many U.S. states continue to advance various AI regulatory frameworks, including requirements around transparency, risk management, and accountability for AI and ML Technologies. Further, the California Privacy Protection Agency has finalized regulations under the CCPA regarding the use of automated decision-making technology. Collectively, these developments signal an emerging trend towards a patchwork of state-level governance of AI in the United States. Further, the EU Artificial Intelligence Act (the “EU AI Act”) entered into force in August 2024 (with the majority of substantive requirements applying from August 2026), and establishes a broad, risk-based governance framework for AI use, development, or provision in the EU market. Applicable requirements depend on the risk level of each AI use case, and actual or perceived contraventions could expose us to material penalties, significant legal liability, and may materially adversely affect our business, results of operations, and financial condition. With regard to China, the regulatory requirements on AI and ML Technologies, export controls and other relevant regulations are still evolving and have ongoing complexity and uncertainty. The positions and interpretation of these regulations by the authorities may not align with our interpretation or may not be consistent across jurisdictions, which may impact our ability, or require additional resources (which may be substantial), to develop and/or maintain related product features.
Read in the 10-K filed Feb 12, 2026 ↗
Driven by the proliferation of energy-intensive applications such as Bitcoin mining and artificial intelligence / high performance computing, demand for energy capacity continues to outpace supply. At the same time, supply chain disruptions and regulatory constraints have extended lead times for critical infrastructure, including Bitcoin miners, generators, and transformers. Grid interconnection bottlenecks have further constrained access to power and Bitcoin mining infrastructure development. In this evolving landscape, we compete directly with other Bitcoin mining companies for, among other things, Bitcoin miners, access to low-cost efficient mining infrastructure, and Bitcoin rewards.
Read in the 10-K filed Mar 27, 2026 ↗
Recent developments in the cyber threat landscape include use of artificial intelligence ("AI") and machine learning, as well as an increased number of cyber extortion and ransomware attacks, with the potential for higher ransom demand amounts and increasing sophistication, using a variety of ransomware techniques and methodology. Further, any adoption of AI by us or by third parties may pose new security challenges. A party who is able to compromise the security measures on our networks or the security of our infrastructure could misappropriate our or our employees’ proprietary or sensitive information or cause interruptions or malfunctions in our operations.
Read in the 10-K filed Mar 27, 2026 ↗
The pace of technological change is accelerating, and the continued creation, development, and advancement of new technologies such as artificial intelligence, quantum computing, data analytics, and data storage, as well as other emerging technologies, continue to transform our business. In order to remain competitive, we must continue to stay abreast of such technologies, require our employees to continue to learn and adapt to new technologies, be able to integrate them into our current and future business models, and also guard against existing and new competitors disrupting their businesses using such technologies. Furthermore, there can be no assurances that we will recognize, in a timely manner or at all, the benefits that we may expect as a result of implementing new technology into our operations. For example, increasing use of AI may expose us to social and ethical issues, which may result in reputational harm and liability. In addition, we will need to compete for talent in a competitive market that is familiar with such technologies, including upskilling our workforce. There can be no assurance we will continue to compete effectively with our industry peers due to technological changes, which could result in a material adverse effect on our business, financial condition, and results of operations.
Read in the 10-K filed Mar 27, 2026 ↗
With new technologies and AI tools emerging at a rapid pace, there is no assurance that we will be able to evaluate and integrate new technologies or update our existing systems to keep pace with our competitors and customer needs. While we believe AI presents significant opportunities to support our strategic goals, we may not be successful in implementing AI technologies. It is possible that any AI we use does not perform as anticipated, suffers from “hallucinations” or that its outputs may not be as expected or may result in unlawful discrimination, which may put us at a competitive disadvantage, result in reputational damage and regulatory fines and actions.
Read in the 10-K filed Feb 26, 2026 ↗
Additionally, the regulatory landscape surrounding traditional AI and generative AI is evolving, and the expanded use of these technologies may become subject to regulatory scrutiny under new or existing laws. Moreover, the intellectual property and ownership rights associated with both forms of artificial intelligence have not been fully addressed by courts in the U.S. or in other jurisdictions that we operate in. We established the Artificial Intelligence Governance and Oversight Committee (“AIGOC”) to evaluate and approve new AI use cases and issue and oversee our Company’s Artificial Intelligence Policy. While we believe the AIGOC and our larger AI governance framework is responsive to new risks and regulations, failure to comply with the applicable AI-related regulations could result in fines, penalties, litigation, or restrictions on our business operations. These outcomes may have a materially adverse effect on our business or financial condition.
Read in the 10-K filed Feb 26, 2026 ↗
Technological developments may materially affect the cost and use of technology by our clients and, in the case of cloud, AI
Read in the 10-K filed Oct 16, 2026 ↗
AI technology may also give rise to significant legal and regulatory compliance risk. Evolving rules, regulations and industry standards governing AI may require us to incur greater compliance costs and restrict the use of AI in our products or
Read in the 10-K filed Nov 25, 2025 ↗
The Company is subject to various technical, legal, and opportunistic-related risks relating to use of artificial intelligence and other emerging digital technologies.
Read in the 10-K filed Feb 17, 2026 ↗
The Company continues to focus on leveraging digital technologies, including artificial intelligence (“AI”) and advanced analytics across its operations. The effective design, deployment, governance and oversight of these technologies involve risks and uncertainties that could adversely affect the Company’s business, reputation, financial condition and results of operations. The Company’s ability to realize the anticipated benefits of AI initiatives depends on a number of factors, many of which are outside of its control.
Read in the 10-K filed Feb 17, 2026 ↗
Further, the Company’s investments in AI may not achieve expected returns, may take longer than anticipated to generate value, if at all, or may become obsolete due to rapid technological change. In addition, ADM may be adversely affected if it fails to keep pace with the adoption and effective use of AI technologies by its competitors and other industry participants.
Read in the 10-K filed Feb 17, 2026 ↗
•announcements of new offerings or enhancements by us or our competitors as well as market perception of disruptive technologies such as machine learning and other AI technologies;
Read in the 10-K filed Mar 3, 2026 ↗
AEP is experiencing current and projected load demands that exceed historical experience, creating a business need for new power generating resources and transmission facilities. Much of this demand is driven by interconnecting with and providing power to data centers and other large load customers to serve an increasingly digital economy and to support AI. The business and capital investment plans of AEP are focused on meeting these current and projected needs. If these increased demands for electricity do not occur as projected or are not sustained as projected, for any reason, it could affect AEP’s financial condition.
Read in the 10-K filed Feb 12, 2026 ↗
Risks from cybersecurity and physical threats to energy infrastructure are increasing. Threat actors, including sophisticated nation-state actors and criminal groups, exploit potential vulnerabilities in the electric utility industry, grid infrastructure and other energy infrastructures. Attacks and disruptions, which could involve physical, cyber and hybrid targeting of physical and cyber assets, are increasingly sophisticated and dynamic. The increased implementation of, and reliance on, information technologies and networks to manage business operations, including the operation of technical systems, as well as AEP’s use of numerous vendors and suppliers, create additional points of vulnerability that could be, and in certain instances have been, exploited by malicious threat actors. Several U.S. government agencies have warned that the energy sector and its supply chains are subject to increasing risks of physical attacks, ransomware attacks and cybersecurity threats, and that the risks may escalate during periods of heightened geopolitical tensions. In addition, the rapid evolution and increased adoption of AI technologies may intensify AEP’s cybersecurity risks.
Read in the 10-K filed Feb 12, 2026 ↗
•Our development and use of new technology, such as generative artificial intelligence, may present risks.
Read in the 10-K filed Feb 12, 2026 ↗
Our development and use of new technology, such as generative artificial intelligence, may present risks.
Read in the 10-K filed Feb 12, 2026 ↗
We use artificial intelligence (AI) in our business, including applying generative AI to certain aspects of the underwriting and claims processes in certain lines of business, which may raise technological, security, legal, regulatory and other risks and challenges that may adversely affect our operations, business or reputation. Such risks include the misuse, inadvertent or otherwise, of personal data or other sensitive, confidential or proprietary information, flaws in our or third-party models or training datasets resulting in biased, inaccurate or unanticipated outcomes, ethical considerations regarding the use and deployment of AI technologies, potential infringement of third-party intellectual property rights or the dilution of our intellectual property, and challenges implementing appropriate governance controls to ensure the ongoing, safe deployment of AI systems. The market-wide development of AI tools is growing rapidly and we face competitive risks if our deployment of AI technologies is unable to keep pace with that of our competitors, or we fail to anticipate trends in the use of AI tools.
Read in the 10-K filed Feb 12, 2026 ↗
AI technologies may be misused, and that risk is increased by the relative newness of the technology, the speed at which it is being adopted and ongoing uncertainty with respect to the laws, regulations and standards governing its development and deployment federally, across localities and states and internationally. Such misuse, and a realization of the previously mentioned risks, could negatively impact our reputation, financial condition and results of operations, the demand for our products and services, otherwise cause competitive harm and/or draw adverse legal and regulatory scrutiny. Insurers' use of AI is subject to existing regulations, and it is possible that the insurance industry will be subject to new or additional regulations and/or guidance regarding the development and use of AI technologies that could affect our operations in one or more jurisdictions. We cannot predict what, if any, regulatory actions will be taken with regard to the use of AI in our business, but any limitations may have a material impact on our underwriting and claims processes, our financial condition or our results of operations. Moreover, because some AI technologies are relatively new, such as generative AI, many of the potential risks regarding their use are currently unknown. As we expand the incorporation of AI
Read in the 10-K filed Feb 12, 2026 ↗
technologies in our business, these risks will be heightened. For additional information regarding regulation with respect to AI technologies, see Item 1. Business - Regulation - Privacy, Data Protection, Cybersecurity and Artificial Intelligence Requirements.
Read in the 10-K filed Feb 12, 2026 ↗
Our strategy is focused on delivering long-term profitable growth. As part of our strategy, we are developing new and innovative products and services and enhancing existing offerings. We are investing in technology and digital capabilities, including AI and our Innovation and Device Care Center, and in our home warranty business. We are also enhancing operational efficiency and accessing global talent hubs, including through our Global Capability Centers. In recent years, we realigned our organizational structure and talent to support our business strategy, and accelerated ongoing real estate consolidation efforts. We may not be able to realize our expected growth objectives and operational efficiency improvements from these and future initiatives.
Read in the 10-K filed Feb 19, 2026 ↗
•restrictions on algorithmic underwriting or the use of AI-enabled decision-making tools;
Read in the 10-K filed Feb 19, 2026 ↗
The increasing adoption of AI technologies by cyber threat actors presents a significant and evolving risk to our company. These actors may leverage AI to develop more sophisticated and targeted cyberattacks, including advanced phishing schemes, malware, and data exfiltration techniques, which could compromise our controls and systems, client data, and proprietary information. Such incidents could result in operational disruptions, financial losses, reputational damage, regulatory scrutiny, and potential legal liabilities. As the capabilities of AI-driven threats continue to advance, the complexity and scale of cyber risks we face may increase, necessitating ongoing investment in robust cybersecurity measures and threat mitigation strategies.
Read in the 10-K filed Feb 17, 2026 ↗
•Integration of AI technologies into our operations may introduce new risks, require significant additional investment, and materially impact our competitive position if unsuccessful.
Read in the 10-K filed Feb 11, 2026 ↗
Integration of AI technologies into our operations may introduce new risks, require significant additional investment, and materially impact our competitive position if unsuccessful.
Read in the 10-K filed Feb 11, 2026 ↗
We currently use certain AI tools and are continually evaluating additional applications of AI technologies to enhance productivity and operational efficiency across our business. These initiatives remain subject to uncertainties inherent in emerging technologies, including potential model inaccuracy, governance and cybersecurity vulnerabilities, and challenges in monitoring and validating AI data outputs. AI-driven tools may not perform as expected, require greater resources than anticipated, or may not be adopted by users as quickly as expected.
Read in the 10-K filed Feb 11, 2026 ↗
Our AI‑related activities also expose us to legal risks, as global regulatory frameworks—including U.S. federal and state initiatives, the European Union Artificial Intelligence Act, and other international laws—continue to evolve and impose new obligations concerning transparency, data governance, safety testing, human oversight, and vendor management. Compliance with these requirements could necessitate operational changes, delay deployments, increase costs, or limit our ability to use certain AI systems. Failure to successfully deploy AI technologies may result in missed innovation opportunities and competitive disadvantage.
Read in the 10-K filed Feb 11, 2026 ↗
There can be no assurance that AI systems will perform as expected, or that future market or regulatory developments will not materially delay our efforts or increase compliance burdens. Any of these outcomes could adversely affect our operations, strategic objectives, reputation, and financial results.
Read in the 10-K filed Feb 11, 2026 ↗
Additionally, as we offer more third-party AI models in our solutions, we face risks inherent in how third-party AI models used in our solutions have been developed and deployed, including situations in which the third party may lack a proper license or consent for the training data used for their model. The use and availability of third-party AI models in our solutions could result in scrutiny and legal liability, including intellectual property infringement claims. Such claims or scrutiny could cause reputational harm and loss of customers, and adversely impact our business and financial results. In addition, new competition regulations on AI development and deployment could impose new requirements on our markets that could impact our business and financial results.
Read in the 10-K filed Feb 27, 2026 ↗
The input of confidential information or trade secrets into AI systems may result in the loss of intellectual property, proprietary rights or attorney-client privilege in such information or trade secrets. The use of AI technologies for developing products or services may adversely affect or preclude our intellectual property rights in such products or services, or may expose us to liability related to the infringement, misappropriation or other violation of third-party intellectual property. Further, particularly given the nascent stage of the technology, the use of AI can lead to unintended consequences, including the generation of outputs that appear correct but are factually inaccurate, misleading, or that result in unintended biases and discriminatory outcomes, or are otherwise flawed, which could harm our reputation and business and expose us to risks related to such inaccuracies or errors in these outputs.
Read in the 10-K filed Feb 27, 2026 ↗
As artificial intelligence and machine learning (“AI”) technologies advance and are increasingly adopted by threat actors, the frequency, sophistication and scale of cyberattacks may increase. AI‑enabled methods, including automated vulnerability discovery, automated credential‑stuffing, deepfake‑assisted social engineering and other generative‑AI techniques, could make attacks more successful and harder to detect. In addition, our own or third‑party use of AI could introduce new classes of vulnerabilities. These developments could increase the likelihood and potential impact of disruptions, unauthorized disclosures or other compromises of our IT Systems, products or data, and could increase our remediation and compliance costs, harm our reputation and subject us to regulatory or legal liability.
Read in the 10-K filed Feb 17, 2026 ↗
We are increasingly leveraging AI technologies, including data analytics and machine learning, across our business, including in R&D, operational processes, and other functional areas. While these technologies present opportunities to enhance efficiency, innovation, and decision-making, they may not perform as intended and could generate outputs that are inaccurate, incomplete, or unreliable.
Read in the 10-K filed Aug 14, 2026 ↗
The development and deployment of AI involves significant operational, legal, regulatory, and reputational risks, and there can be no assurance that our use of AI will result in the anticipated benefits. In addition, our vendors and third-party partners may incorporate AI into their products or services in ways that do not comply with existing or evolving laws, regulations, or industry standards, which could expose us to additional risk.
Read in the 10-K filed Aug 14, 2026 ↗
Further, the unauthorized or improper use of open-source AI tools or generative platforms by employees or third parties could result in the inadvertent disclosure or misuse of our confidential information or intellectual property. Any of these factors could adversely impact our business, financial condition, and results of operations.
Read in the 10-K filed Aug 14, 2026 ↗
Competition is expected to remain intense, driven by rapid technological change, evolving standards, shifting customer preferences, product obsolescence, and frequent product launches from both established and new competitors. Some of our competitors may possess stronger market positions, larger customer bases, more design wins, and greater financial, sales, marketing, and distribution resources than us. As a result, they may be able to acquire market share or limit our ability to do so, more effectively capitalize on new market opportunities, and transition their products more efficiently than we can. Some competitors are pursuing alternative computing architectures, such as Arm, which could grow the Arm ecosystem and increase competition in consumer, commercial and data center, reducing demand for our products. Additionally, we may encounter competition from customers who internally develop products to support similar AI workloads to those supported by ours.
Read in the 10-K filed Feb 4, 2026 ↗
In January 2025, BIS issued a final rule, commonly referred to as the “AI Diffusion Rule,” that would have imposed new restrictions on the export, reexport and in-country transfer of certain advanced semiconductor devices and technology. In May 2025, BIS announced its intention to rescind the AI Diffusion Rule, publish a regulation formalizing the rescission, and issue replacement rules in the future. The replacement rules may limit our ability to engage in certain business transactions, require new export licenses, delay shipments, or necessitate changes in our compliance processes and product designs to ensure regulatory compliance. Additionally, BIS’s announced plans introduce uncertainty as we evaluate whether specific products, technologies, or software fall within the scope of any new restrictions, and whether BIS will grant licenses in a timely matter or at all. Compliance with the planned or existing rules could result in increased costs, disruption of key customer and supplier relationships, loss of competitive positioning in international markets or reputational harm.
Read in the 10-K filed Feb 4, 2026 ↗
The implementation or increase of any tariffs, trade protection measures or restrictions, or retaliatory actions from foreign governments could result in lost sales and adversely impact our reputation and business. The U.S. government has instituted or proposed changes in trade policies that include higher tariffs on imports into the U.S. and other government regulations affecting trade between the United States and other countries where we conduct our business. Such changes to U.S. trade policy have the potential to adversely impact the U.S. economy or sectors thereof and could significantly impact our business, in particular the import of products used in our business that are manufactured outside the U.S. Any retaliatory actions by affected countries and foreign governments could result in tariffs, trade protection measures or other restrictions imposed on our current and future products. Our customers’ costs of doing business may increase or their sales may be negatively affected. As such, customer demand for our products may decline, which could adversely impact our ability to generate revenue and result in inventory impairment changes. For instance, tariffs on hardware required for data centers could raise costs for our customers, potentially causing them to delay or cancel AI infrastructure investments. Further, to the extent that the United States, China or other countries seek to promote products that are produced domestically or reduce their dependence on products from another country, they may implement regulations or policies that may negatively affect our business.
Read in the 10-K filed Feb 4, 2026 ↗
We have equity interests in two joint ventures (collectively, the THATIC JV) with Higon Information Technology Co., Ltd. (THATIC), a third-party Chinese entity. In June 2019, BIS added certain Chinese entities to the Entity List, including THATIC and the THATIC JV. Since that time, the United States administration has called for changes to domestic and foreign policy, including policies with respect to China and Russia. Specifically, United States-China trade relations remain uncertain as the United States continues to add more Chinese companies to the Entity List and introduce new regulations on advanced computing, semiconductor manufacturing, and AI, while China has imposed retaliatory tariffs. Moreover, as the U.S. government continues adding companies to the Entity List, our supply chain may be negatively impacted as we may be required to suspend purchasing from such suppliers or selling to such customers or otherwise unable to fulfill our contractual obligations to them. For example, in September 2025, BIS issued a new rule designating any entity that is at least 50% owned by one or more entities on the Entity List will be subject to Entity List restrictions and this rule similarly applies to entities at least 50% owned by listed “military end users” and certain sanctioned parties. In October 2025, the U.S. government announced that it planned to suspend enforcement of this new rule for one year. However, the restrictions can be reimposed at any time. These restrictive governmental actions and any similar measures that may be imposed on U.S. companies by other governments, especially in light of ongoing trade tensions with U.S. trading partners, will likely limit or prevent us from doing business with certain of our customers or suppliers and harm our ability to compete effectively or otherwise negatively affect our ability to sell our products. If we were ever found to have violated these laws or similar applicable non-U.S. laws, even if the violation occurred without our knowledge, we may be subject to penalties, which could adversely affect our reputation, business, operating results and financial condition.
Read in the 10-K filed Feb 4, 2026 ↗
Globally, the frequency, severity and sophistication of cybersecurity incidents have increased, and these trends will likely continue, especially during times of geopolitical tension or instability among countries from which a number of recent cybersecurity events have been alleged to have originated. Such cyber-attacks could be in the form of espionage, phishing campaigns and otherwise. Additionally, the use of AI technologies has led to increased exposure to cybersecurity threats globally. AI systems may be used by threat actors to exploit vulnerabilities more efficiently or to facilitate increasingly
Read in the 10-K filed Feb 24, 2026 ↗
Moreover, we rely on third parties, governmental entities and suppliers to provide sufficient power for our data centers and to support future expansion, which is different than our tower leasing operations. Difficulties in securing contracted energy or obtaining adequate capacity for future data center developments may adversely affect our operations, financial performance and customer relationships. Power constraints, delays, unfavorable contractual terms and increased costs from utility providers could limit our ability to identify suitable sites and expand, particularly as evolving technologies, such as AI, increase power requirements. Our ability to scale remains dependent on reliable energy access amid rising electrification trends and associated infrastructure challenges.
Read in the 10-K filed Feb 24, 2026 ↗
Our business depends on our ability to appropriately collect, manage, integrate and use data across our operations. We maintain data governance policies, steering committees and standards and controls designed to promote data quality and appropriate use. However, these frameworks may not operate as intended or keep pace with changes in our business, technology or regulatory environment. Insufficient controls over data access and usage (such as role-based entitlements, segregation of duties and monitoring) increase the likelihood of the perpetration of fraud, unauthorized changes to site inventories or records, data leakage involving sensitive customer, landlord or vendor information and operational disruptions to provisioning, energy management and service-level performance. Any material failure in these areas could negatively impact customers, drive delays and increase operating costs. Additionally, we utilize AI technologies that rely on access to and use of significant amounts of data, which in some cases include sensitive information. Inadequate safeguards over AI training data and model inputs or outputs could result in misuse of such data, algorithmic bias or violations of applicable privacy and data protection requirements. Moreover, errors or limitations in AI systems may unintentionally expose sensitive information, which could subject us to regulatory action, contractual claims or reputational harm. Failures or deficiencies in our data governance practices could result in inaccurate or inconsistent data, impaired decision‑making, operational disruptions, regulatory noncompliance or reputational harm, which could adversely affect our business.
Read in the 10-K filed Feb 24, 2026 ↗
•conditions or trends in the internet, other technologies including artificial intelligence, and the industry segments we operate in;
Read in the 10-K filed Feb 6, 2026 ↗
We use machine learning and AI technologies in our offerings and business, including in our Arista Guardian for Network Identity offering, and we are making investments in expanding our AI capabilities in our products, services, and tools, including ongoing deployment and improvement of existing machine learning and AI technologies, as well as developing new product features using AI technologies. We may rely on third party AI technologies and our ability to continue to use those technologies and provide our applicable products, services and tools are subject to the continued availability and improvement of those technologies. The protectability of the intellectual property in AI-generated or assisted works and inventions is unclear. To the extent we use AI to create any valuable IP, we may not be able to protect it to the same extent that we would have, had we not used AI.
Read in the 10-K filed Feb 17, 2026 ↗
246 more companies
•Regulation in the areas of data privacy, data protection, data management, data transfer, data localization, artificial intelligence, and cybersecurity could increase our costs and affect or limit our business opportunities.
Read in the 10-K filed Feb 13, 2026 ↗
Regulation in the areas of data privacy, data protection, data management, data transfer, data localization, artificial intelligence, and cybersecurity could increase our costs and affect or limit our business opportunities.
Read in the 10-K filed Feb 13, 2026 ↗
In addition, we may face other competitive risks beyond those specific to the businesses in which we operate. For example, the use and implementation of artificial intelligence, including machine learning technology and generative artificial intelligence (collectively, “AI Technologies”), and products and platforms involving digital assets and distributed ledger technologies also have the potential to significantly disrupt the way financial institutions, including investment managers and asset managers, do business or attract and address investor demands and strategies, resulting in further competitive pressures for our business. These competitive pressures may materially adversely affect on our growth, business, financial condition, results of operations, cash flows and prospects.
Read in the 10-K filed Feb 25, 2026 ↗
Through our use of AI Technologies, we avail ourselves of the potential benefits, insights and efficiencies resulting from these technologies. For example, our employees can utilize internal generative AI-powered applications to help summarize, search or
Read in the 10-K filed Feb 25, 2026 ↗
Regulations related to AI Technologies continue to evolve and may also impose on us certain obligations and costs related to monitoring and compliance. The costs of preparing for, monitoring and complying with laws and regulations related to AI Technologies, and any claims or penalties as the result of any use of or reliance on AI Technologies, could, if applicable, adversely affect us, us and/or third parties connected to us (whether directly or indirectly), which could adversely affect our business and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
•Rapid and unforeseen technological transformations, such as the emergence of large language models and generative AI, and/or the anticipated impact of such transformations, may introduce operating risks to certain portfolio companies and other investments, particularly those in the software industry and other related sectors, may cause volatility in their valuations and their stock price and may negatively affect their performance.
Read in the 10-K filed Feb 25, 2026 ↗
Our employees and personnel use generative artificial intelligence (“AI”) and/or automated decision-making technologies to
Read in the 10-K filed Jan 26, 2026 ↗
perform their work, and the disclosure and use of personal information in AI technologies is subject to various privacy laws and other
Read in the 10-K filed Jan 26, 2026 ↗
privacy obligations. Governments have passed and are likely to pass additional laws and regulations regulating AI and/or automated
Read in the 10-K filed Jan 26, 2026 ↗
actions, and lawsuits. If we are unable to use AI and/or automated decision-making technologies, it could make our business less
Read in the 10-K filed Jan 26, 2026 ↗
•technological developments in artificial intelligence could disrupt the markets in which we operate and subject us to increased competition, legal and regulatory risks and compliance costs;
Read in the 10-K filed Feb 25, 2026 ↗
Regulators are also increasing scrutiny and considering regulation of the use of artificial intelligence technologies, including with respect to uses of artificial intelligence by investment advisers. While comprehensive U.S. regulation has not been enacted to date, various U.S. governmental agencies and departments, including the SEC and Department of the Treasury, have released reports or otherwise indicated interest in assessing risks relating to the uses of artificial intelligence by businesses such as ours. In addition, certain laws governing artificial intelligence have been adopted in the EU (including the EU Artificial Intelligence Act) and in certain U.S. states. While we cannot predict the nature or effects of future regulations, regulatory developments relating to artificial intelligence could potentially have a material adverse effect on our business and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
Our performance and the performance of our Private Equity Group funds are significantly impacted by the value of the companies in which our funds have invested. Our funds invest in companies in many different industries, each of which is subject to volatility based upon a variety of factors, including economic, market, and geopolitical factors. During recessions, periods of elevated uncertainty, or phases of challenging economic and market conditions, we experience significant fluctuations in the fair value of securities held by our funds. Further, geopolitical and domestic political uncertainty, unexpected shifts in monetary and fiscal policy, changes in interest rates, depressed labor force participation, the risk of labor shortages in the face of more restrictive immigration policies, supply chain pressures and other general economic trends may impact the performance of our portfolio companies in many industries and geographies. In addition, the value of our investments in portfolio companies in the financial services industry is impacted by the overall health and stability of the credit and equity markets. The performance of our Private Equity Group funds, and our performance, may be adversely affected to the extent our fund portfolio companies experience adverse performance or additional pressure. In addition, the performance of our investment funds and our portfolio companies may be adversely affected by increases in inflationary pressures such as employee wage growth or rising input costs, which could compress profit margins, particularly at our portfolio companies that are unable to effectively increase prices in response. Rapid and unforeseen technological transformation, such as the recent technological developments with respect to artificial intelligence, may introduce the risk of obsolescence to portfolio companies and negatively affect their performance. In response to financial difficulties that are currently being experienced or that may be experienced in the future by certain portfolio companies, we may consider legal, regulatory, tax, or other factors in determining the steps we may take to support such companies or investments, which may include enhancing the management team or funding additional capital investments from our funds, our investment professionals, and/or us. The actions we may take to support companies or investments experiencing financial difficulties may not be successful in remedying the financial difficulties and our investment funds, our investment professionals, or we may not recoup some or all of any capital investments made in support of such companies or investments.
Read in the 10-K filed Feb 25, 2026 ↗
Technological developments in artificial intelligence could disrupt the markets in which we operate and subject us to increased competition, legal and regulatory risks and compliance costs.
Read in the 10-K filed Feb 25, 2026 ↗
Artificial intelligence, including machine learning technology and generative artificial intelligence, is rapidly evolving. While the full extent of current or future risks related thereto is not possible to predict, artificial intelligence could significantly disrupt the business models and markets in which we operate and subject us to increased competition, legal and regulatory risks and compliance costs, any of which could have a material adverse effect on our business, financial condition and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
We use and plan to expand our use of artificial intelligence tools and technologies in the operation of our business. These uses come with potential risks, including, but not limited to, generation of inaccurate results, misuse or disclosures of confidential information, infringement of third-party intellectual property rights, potential cybersecurity vulnerabilities, reputational risk and regulatory burdens. In addition, artificial intelligence models may create outputs that are flawed, inaccurate, biased, or that infringe or misappropriate intellectual property of third parties. The models may also be subject to new or different modes of cyber attacks, including prompt injection attacks, and such attacks may be able to circumvent cybersecurity tools and processes that we or the providers of such tools have in place. To the extent we rely on such technologies, these risks could negatively impact our business. There is also a risk that artificial intelligence tools or applications may be misused by our employees and/or third parties engaged by us. For example, an employee may input confidential information, including material non-public information, trade secrets, or personal information, into artificial intelligence technologies in a manner that results in such information becoming part of a dataset that is accessible by third-party artificial intelligence applications and users, including our competitors. Further, we may not be able to control how any third-party artificial intelligence technologies that we use are developed or maintained, or how data we input is used or disclosed, even where we have contractual protections with respect to these matters. The misuse or misappropriation of our data could have an adverse impact on our reputation and could subject us to legal and regulatory investigations and/or actions.
Read in the 10-K filed Feb 25, 2026 ↗
We may also be exposed to competitive risks related to the adoption of artificial intelligence or other new technologies by others within our industry. If our competitors are more successful than us in the use of artificial intelligence or development of services or products based on artificial intelligence, or we adopt artificial intelligence at a slower pace than others, we may be at a competitive disadvantage. In addition, our investments in technology systems and artificial intelligence may not deliver the benefits we expect, which could be costly for our business.
Read in the 10-K filed Feb 25, 2026 ↗
Finally, governments and regulators in the U.S. and abroad have proposed, adopted or are considering laws, regulations and guidance governing the development, deployment and use of artificial intelligence systems, including requirements relating to transparency, accountability, data governance, risk management, human oversight, cybersecurity, intellectual property and recordkeeping. For example, the European Union has adopted the EU Artificial Intelligence Act, which applies on a phased basis that began in 2025 and a numbers of U.S. states have enacted general artificial intelligence laws. These and other developments could increase our compliance costs, restrict our use of artificial intelligence in our business and investment processes, require changes to our policies, procedures, controls and vendor arrangements, and expose us to investigations, enforcement actions, litigation, fines, penalties or reputational harm.
Read in the 10-K filed Feb 25, 2026 ↗
•We operate in a highly cyclical semiconductor industry that is undergoing profound change due to AI.
Read in the 10-K filed Dec 18, 2025 ↗
We operate in a highly cyclical semiconductor industry that is undergoing profound change due to AI.
Read in the 10-K filed Dec 18, 2025 ↗
The semiconductor industry is highly cyclical and is subject to rapid price erosion, wide fluctuations in product supply and demand, constant and rapid technological change, evolving technical standards and evolving product applications. The semiconductor industry is undergoing profound change due to the adoption and proliferation of AI and has experienced a significant upturn, which may not be sustainable. The growth of AI is creating pressure on the semiconductor industry to timely design, manufacture and deliver semiconductor products and solutions to meet customer demand for computing power and AI infrastructure. Some of these AI customers may have constrained resources or capital and may be unable to pay for their required AI infrastructure and/or seek alternative financings or novel or deferred payment models from their vendors and suppliers. If our AI customers substantially reduce their expansion plans, cancel, reduce or delay their orders, are unable to generate the profit required to offset their spending or are otherwise unable to meet their obligations and we cannot offset the downturn in their business, it could have a material adverse effect on our business, operating results, financial condition and stock price.
Read in the 10-K filed Dec 18, 2025 ↗
The timing of design wins is unpredictable and implementing production for a major design win or multiple design wins at the same time, such as our design wins for our custom AI accelerators or XPUs, network switches and other AI-related products, may strain our resources and those of our CMs. Some of our customers who have selected us may also have constrained resources or capital but require immediate availability of our custom XPUs. In such event, we may dedicate significant additional resources or execute on new business strategies or models such as the sale or leasing of AI racks or systems based on our XPUs to our customers with alternative financings or novel or deferred payment models, which could result in additional costs, expenses, credit or customer default risks, reduced gross margin and cash flows.
Read in the 10-K filed Dec 18, 2025 ↗
•the development and availability of AI data centers that could impact our ability to ship our products;
Read in the 10-K filed Dec 18, 2025 ↗
•the timing and extent of delivery of and payment for our semiconductor and semiconductor-based solutions, including AI racks or systems based on our XPUs;
Read in the 10-K filed Dec 18, 2025 ↗
•inability to integrate or profitably benefit from acquired products, technologies (including AI and machine learning models), or businesses; inherited risks associated with AI or machine learning models (including model performance limitations, bias, explainability challenges, or reliance on training data) that may be incomplete, inaccurate, or subject to regulatory restrictions;
Read in the 10-K filed Feb 25, 2026 ↗
•exposure to unexpected regulatory obligations, including those related to export controls, data protection, AI, or product safety, which could require significant investment to satisfy;
Read in the 10-K filed Feb 25, 2026 ↗
We face risks from fraudulent activity associated with Card Members, merchants and others, including through bad actors obtaining access to our customer accounts and information and frauds committed by our customers against us. Large financial services firms such as American Express and our customers are regularly targeted by a range of fraudulent activity, including fraud on our card and banking products, false disputes, account takeovers, identity theft and electronic-transaction related crimes, with sophisticated perpetrators increasingly utilizing a range of advanced techniques and multiple parties acting in concert. New or emerging technologies, such as generative AI capabilities, have increased these fraud risks. For example, we have seen our customers targeted by elaborate and voluminous social engineering attacks, which may utilize advanced methods of deception, such as synthetic voice and conversation generation. Information and cybersecurity breaches and other operational incidents that we or third parties experience also increase our fraud risk. Additionally, our introduction of new products and services, expansion into new jurisdictions or usage of new partners or vendors may create new fraud risks or heighten existing risks. While we have policies and procedures designed to address fraud risks, such as customer authentication controls and fraud detection systems, they may be insufficient to accurately predict, prevent or detect fraud.
Read in the 10-K filed Feb 6, 2026 ↗
The rapid evolution and increased adoption of AI, including generative and agentic AI, may create new or heightened risks for our business. If we are unsuccessful in developing, deploying, or governing these technologies, or if competitors adopt them more effectively, our competitive position, customer experience, operations, reputation, financial condition, or results of operations could be adversely affected. AI use may also increase cybersecurity risks by enabling more sophisticated, automated, or difficult-to-detect threats, and evolving laws and regulations related to AI, privacy, consumer protection, and data use may increase compliance obligations and potential exposure.
Read in the 10-K filed Oct 26, 2026 ↗
We use, and expect to increasingly use, emerging technologies, including AI, across our operations, including business processes, services and products, and we expect greater AI adoption by our third parties, clients, counterparties, clearinghouses and financial intermediaries. Expanded use of AI, including emerging third‑party AI services and autonomous AI agents, may result in increased data risk, unpredictable system interactions, inadequate controls or safeguards, AI failure, or produce unintended operations or consequences. AI services used by our clients or third parties may interact with our systems or communicate directly with our employees, and may act without authorization, make execution errors, behave unpredictably or be misaligned with intended outcomes, which could result in additional operational, legal and regulatory risk, and reputational harm.
Read in the 10-K filed Feb 25, 2026 ↗
Emerging technologies, such as AI and quantum computing, are expected to increase these risks. For example, AI lowers the entry barriers to plan and execute cyberattacks, enables more personalized and harder to detect social engineering, and improves vulnerability discovery, which may result in the increased likelihood of exploitation and the speed, scope, scale, and sophistication of cyberattacks. Advances in quantum computing may introduce cryptography risks that threaten the
Read in the 10-K filed Feb 25, 2026 ↗
•We are exposed to risks associated with incorporating AI, machine learning and other emerging technologies into our products, services and operations.
Read in the 10-K filed Feb 12, 2026 ↗
Our IT systems and Technology are vulnerable to breakdown, interruption, cyber and other security attacks, system malfunction, unauthorized access, inadvertent exposure or disclosure of information, theft, and other events and, at times, requires the manual application of security upgrades or patches on each machine or device that utilizes the Technology. Third-party systems and solutions that we rely on are also vulnerable to the same risks and may contain defects in design or manufacture or other problems that could result in system disruption or compromise the information security of our own systems, products, and services. Security threats, including cyber and other attacks, have become very sophisticated, frequent, and adaptive. The adversarial use of AI also poses unique challenges and may impact real-time detection capabilities and containment efforts. In addition, we are at risk of our third-party service providers sustaining such attacks, which may impact our products, services, and operations. Further, we expect that the breadth and complexity of our information and technology systems and infrastructure will increase as we work to expand our product offerings to utilize and generate data analytics and potentially AI (which create emerging enterprise risks, including cybersecurity, monitoring, and oversight). See “Risks Relating to Our Operations – We are exposed to risks associated with incorporating AI, machine learning and other emerging technologies into our products, services and operations”. The continuing evolution of technology we use, including cloud-based computing, open-source software, data hosting, AI, and reliance on third parties and Software as a Service (Saas) solutions, whom may also use open-source software, cloud-based computing, data hosting, or AI tools, create additional opportunities for the unintentional, intentional, unauthorized or unlawful disclosure, exposure, dissemination, loss, alteration, access or destruction of Protected Information stored or processed in our devices, systems, servers, infrastructure, and products (collectively, Technology), and those of our Saas providers and third party service providers. Additionally, certain of our products and systems collect Protected Information regarding customers, partners, patients and their therapies, and are internet enabled and connect to our systems, hospital networks, electronic medical record systems, or electronic health record systems, and are subject to the same risks, and could impact patient safety and lead to field actions or product recalls.
Read in the 10-K filed Feb 12, 2026 ↗
We are exposed to risks associated with incorporating AI, machine learning and other emerging technologies into our products, services and operations.
Read in the 10-K filed Feb 12, 2026 ↗
Our ability to remain competitive also depends on effectively maintaining and growing our customer base and accurately forecasting their spending levels. An inability to drive traffic to physical and digital channels or to maintain brand relevance with target audiences could pose both an operational and financial risk. Additionally, failure to consistently meet customer expectations across stores, in-home services and online platforms could negatively impact our financial performance. Inability to quickly adapt to changes in customer behavior (e.g., AI-driven search, AI shopping bots) could have an adverse impact our financial results.
Read in the 10-K filed Mar 18, 2026 ↗
External factors, such as negative public remarks or accusations, heightened violence and crime in or around our stores, or our failure to meet enhanced, and sometimes conflicting, expectations on corporate response to sensitive topics (including the use of AI), could also be damaging. Further, these risks, along with others, may be compounded by a polarized political climate and social activism directed at companies.
Read in the 10-K filed Mar 18, 2026 ↗
Third parties may commit fraud (e.g., AI-driven fraud or impersonation of Geek Squad agents) while using our brand without our permission, possibly harming brand perception or reputation.
Read in the 10-K filed Mar 18, 2026 ↗
•use of AI by threat actors to engage in automated, targeted and coordinated attacks of systems.
Read in the 10-K filed Mar 18, 2026 ↗
While we have adopted, and continue to enhance, business continuity and disaster recovery plans and strategies, there is no guarantee that such plans and strategies will be effective, which in turn could interrupt the functionality of our information technology systems or those of third parties. For example, as threat actor use of adversarial AI technology increases, vulnerabilities may be identified and exploited at a more rapid pace, which will make maintaining our system integrity more challenging.
Read in the 10-K filed Mar 18, 2026 ↗
•the challenges arising from regulatory lags in addressing and adapting to rapid AI advancements;
Read in the 10-K filed Mar 18, 2026 ↗
The development, deployment and use of AI in our products and business operations generally could result in regulatory action, legal liability, operational challenges or reputational harm and our failure to adapt to medical technology industry trends and developments related to AI in a timely manner (or at all) could adversely affect our business, financial condition, results of operations and cash flows.
Read in the 10-K filed Nov 25, 2025 ↗
We have integrated (and expect to continue to integrate) AI into our products and business operations generally. We also expect to continue to develop future uses of AI and expand our existing AI capabilities to include agentic solutions, as well as pursue new AI technology partnerships with third parties. The development, deployment and use of AI (particularly generative AI) is in the early stages and presents various
Read in the 10-K filed Nov 25, 2025 ↗
risks, including from confidentiality, privacy, data protection, cybersecurity and compliance perspectives, and raises intellectual property issues and legal, regulatory, reputational ethical, operational, technological and other concerns (see, “Our operations are dependent in part on patents and other intellectual property assets” and “Cybersecurity incidents and breaches or breakdowns of our information and technology systems or infrastructure could have a material adverse effect on our operations” elsewhere in this Item 1A, Risk Factors). Additionally, if we do not effectively adopt and integrate AI into innovative, market-differentiated products in a timely manner, our competitive position could be adversely affected.
Read in the 10-K filed Nov 25, 2025 ↗
We are also subject to complex and rapidly evolving privacy and data protection laws, regulations and standards which govern the collection, use, storage, transfer, sharing and processing of personal data (particularly sensitive health information) across the U.S. and a significant number of other countries where we operate. The nature of our technologies and data-driven solutions amplifies privacy and data protection risks, especially as we employ could-based infrastructures, AI and other emerging digital capabilities. These innovations can introduce new vectors for data exposure, algorithmic bias, and regulatory scrutiny. These laws, rules and regulations require, among other things, proactive implementation of comprehensive compliance programs, continuous enhancement of internal policies, business practices, processes, and integration of technical and organizational safeguards across all assets and activities that process personal data. These requirements often entail operational constraints and higher compliance costs and may require us to modify existing or future products, potentially impacting innovation timelines and financial performance.
Read in the 10-K filed Nov 25, 2025 ↗
• Our AI customer mix is increasing due to the continued adoption of AI tools, and the resulting growth in AI data centers and their resulting power needs to support our business expansion. Slower expansion of AI data centers due to actual or perceived deceleration in AI adoption or other factors could have an adverse impact on our business, financial condition and results of operations.
Read in the 10-K filed Feb 9, 2026 ↗
There has been a marked increase in the use of social media platforms and websites, including blogs, chat and messaging platforms, video-sharing platforms, and other forms of Internet-based communications which allow individuals access to a broad audience. The rising popularity of social media and other consumer-oriented technologies has increased the speed and accessibility of information dissemination and given users the ability to more effectively organize collective actions such as boycotts and other brand-damaging behaviors. Many social media platforms immediately publish content, often without context, filters, or checks on accuracy. Consequently, companies may not be able to investigate or effectively respond to negative information or content disseminated in this manner, including fictitious media content (such as content produced by generative AI or bad actors). Adverse publicity or negative commentary on social media, whether accurate or not, particularly any that go “viral,” could cause consumers or other stakeholders to react by disparaging or avoiding our brands or company, which could materially negatively affect our financial results.
Read in the 10-K filed Jun 12, 2026 ↗
We operate in highly competitive and rapidly evolving global markets for travel and restaurant reservation services. Barriers to entry are low, and we compete with online travel companies ("OTCs"), travel service providers offering direct booking (such as airlines, hotels, and rental car companies), traditional travel agencies and operators, companies offering travel-related software, payments, or technology solutions, financial services and credit card companies, and global technology companies with significantly greater scale, data, and financial resources. For example, Google links travel search to its dominant search engine and has integrated travel products into Google Maps and its Gemini generative AI ("Gen AI") offering. Other large technology platforms and AI-native competitors are developing Gen AI-powered assistants and agents that can search, compare, recommend, and facilitate travel and dining reservations directly within their search engines, operating systems, messaging platforms, or "super-apps." These offerings may reduce consumers choosing to visit dedicated online travel platforms, reducing direct traffic, bookings, and customer relationships. Gen AI also lowers barriers to entry and enables competitors to potentially replicate or improve core functionality, personalize recommendations and pricing, and acquire customers more efficiently through non-travel consumer interactions. AI agents may further evolve into full-service booking platforms, increasing competitive pressure and disintermediating OTCs. If our Gen AI investments are not successful or we are unable to successfully adapt to such changes, our ability to compete, and our business and results of operations, could be adversely affected.
Read in the 10-K filed Feb 18, 2026 ↗
A significant portion of consumer traffic to our services is derived from third-party platforms, including Google and other search engines, mobile operating systems, app marketplaces, mapping services, and other digital distribution channels. These platforms increasingly incorporate Gen AI features, such as AI-generated answers, assistants, and recommendations, that may satisfy user intent without directing users to our services or may favor the platform's own or affiliated offerings.
Read in the 10-K filed Feb 18, 2026 ↗
Changes in algorithms, ranking methodologies, user interfaces, access terms, pricing, or the placement of AI-generated content by these platforms could reduce the visibility of our services, increase customer acquisition costs, or decrease traffic and bookings. In addition, platform providers may restrict data access, limit interoperability, or impose commercial terms that disadvantage us relative to competing or native AI-enabled services.
Read in the 10-K filed Feb 18, 2026 ↗
If we are unable to maintain favorable placement, access, or economics across traditional digital search as well as evolving AI-mediated distribution channels, our distribution of travel and restaurant reservations through such third-party distribution channels is likely to decline and our business, competitive position, and results of operations could be adversely affected.
Read in the 10-K filed Feb 18, 2026 ↗
•announcements of Gen AI developments or related product launches, particularly relating to agentic capabilities;
Read in the 10-K filed Feb 18, 2026 ↗
We may use AI, machine learning, data science and similar technologies in our business, products and services, and challenges with properly managing such technologies could result in reputational harm, competitive harm or legal liability, and adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 5, 2026 ↗
AI, machine learning, data science and similar technologies, including third-party AI tools, may be enabled by, or integrated into, some of our business processes and solutions. As with many developing technologies, AI presents risks and challenges that could affect its further development, adoption, and use, and therefore our business. AI algorithms may be flawed or biased. Datasets used to train or develop AI systems may be insufficient, of inferior quality, or contain biased, incorrect or incomplete information. The utilization of AI may increase our risk and liability exposure relating to confidentiality, intellectual property infringement, and client use restrictions. Our AI governance review process and safeguards may not be adequate to protect against these risks and challenges.
Read in the 10-K filed Feb 5, 2026 ↗
Additionally, the laws and regulations concerning the use of AI continue to evolve. If the use or integration of AI systems, or the outputs generated by such systems, were determined to be non-compliant (e.g., in relation to AI statutory regimes, data privacy rights or in relation to the use of AI for certain activities or use cases), this may expose us to regulatory action or litigation. It is possible that emerging regulations or changes to intellectual property laws may limit or block the use of AI in our business or otherwise impose restrictions that may adversely affect the efficiency of our business processes or solutions that were utilizing AI technologies.
Read in the 10-K filed Feb 5, 2026 ↗
Our competitors or other third parties may incorporate AI into their product and service offerings more quickly or more successfully than us, which could impair our ability to compete effectively and adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 5, 2026 ↗
•US Outbound Investment Regime: Beginning in January 2025, the US government has implemented an outbound investment screening program restricting certain investments in designated “countries of concern.” The program: (1) prohibits US persons from engaging in specified transactions; and (2) requires notification to regulators of other transactions involving companies in those jurisdictions operating in sensitive technology sectors such as advanced semiconductors, AI and quantum computing. The Fiscal 2026 National Defense Authorization Act further authorizes the US Treasury to expand the scope of this regime, potentially adding more countries, technologies, or transaction types to the restrictions. These rules, especially if broadened, could limit BlackRock’s ability to invest in certain companies or markets on behalf of clients and may increase the firm’s compliance costs.
Read in the 10-K filed Feb 25, 2026 ↗
•Digital Omnibus: In November 2025, the EC proposed a Digital Omnibus package intended to take a holistic view across digital legislation at the EU level, including the EU AI Act, GDPR, Data Act, ePrivacy Directive and cybersecurity laws to reduce complexity and duplication. The package proposes a delay to the introduction of rules relating to high-risk AI uses pending development of compliance guidance, targeted changes to data protection rules under GDPR to facilitate data use in the development and operation of AI models and systems, and streamlining of incident reporting obligations.
Read in the 10-K filed Feb 25, 2026 ↗
If any of our employees, contractors, consultants, vendors or service providers use any third-party AI powered software in connection with our business or the services they provide to us, it may lead to the inadvertent disclosure or incorporation of our confidential information into publicly available training sets, which may impact our ability to realize the benefit of, or adequately maintain, protect and enforce our intellectual property or confidential information, harming our competitive position and business. Moreover, if we are perceived to exaggerate the effectiveness, safety or ethical design of AI systems, this could lead to regulatory enforcement, litigation or reputational harm. Any misrepresentation, intentional or unintentional, of our AI-related capabilities or initiatives could also erode trust among customers and regulators. There can be no assurance that our use of AI will enhance our products, services or operations or otherwise result in our intended outcomes.
Read in the 10-K filed Feb 12, 2026 ↗
WhiteFiber’s go-to-market approach currently focuses on a top-down sales model to drive demand and pipeline from the large AI labs and AI enterprises. Sales to such customers involves longer and more unpredictable sales cycles. Customers often view the purchase of WhiteFiber’s platform as a significant strategic decision and, as a result, frequently require considerable time to evaluate, test, and qualify WhiteFiber’s platform prior to entering into or expanding a relationship with WhiteFiber. Large enterprises in particular, often undertake a significant evaluation process that further lengthens our sales cycle.
Read in the 10-K filed Mar 27, 2026 ↗
The broader adoption, use, and commercialization of AI technology, and the continued rapid pace of developments in the AI field, are inherently uncertain. Failure by WhiteFiber’s customers to use its cloud services to support AI use cases in their systems, or its ability to keep up with evolving AI technology requirements and regulatory frameworks, could have a material adverse effect on WhiteFiber’s business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
As part of WhiteFiber’s growth strategy, it seeks to attract and acquire customers requiring high-performance computing, such as AI, machine learning, and automated decision-making technologies, including proprietary AI algorithms and models (collectively, “AI Technologies”).
Read in the 10-K filed Mar 27, 2026 ↗
AI has been developing at a rapid pace, and continues to evolve and change. As demand continues for AI services, AI providers, including our customers, have sought increased compute capacity to enable advancements in their AI models and service the demands of end users. We cannot predict whether additional computing power will continue to be required to develop larger, more powerful AI models, or if the practical limits of AI technology will plateau in the future regardless of available compute capacity. Further, there have been recent advancements in AI technology, including open-source AI models, that may lead to compute and other efficiencies that may impact the demand for AI services, including our platform, solutions, and services, which may adversely impact our revenue and profitability. In the event that existing scaling laws do not continue to apply as they have in the past, demand by our customers for compute resources, including our solutions and services, may not continue to increase over time, or may decrease if overall demand for AI is impacted by a lack of further technological development. If we are unable to keep up with the changing AI landscape or in developing services to meet our customers’ evolving AI needs, or if the AI landscape does not develop to the extent we or our customers expect, our business, operating results, financial condition, and future prospects may be adversely impacted.
Read in the 10-K filed Mar 27, 2026 ↗
Additionally, we may incur significant costs and experience significant delays in developing new solutions and services or enhancing our current platform to adapt to the changing AI landscape, and may not achieve a return on investment or capitalize on the opportunities presented by demand for AI solutions. Moreover, while AI adoption is likely to continue and may accelerate, the long-term trajectory of this technological trend is uncertain. Further, market acceptance, understanding, and valuation of solutions and services that incorporate AI Technologies are uncertain and the perceived value of AI Technologies used and/or provided by our customers could be inaccurate. If AI is not broadly adopted by enterprises to the extent we expect, or if new use cases do not arise, then our opportunity may be smaller than we expect. Further, if the consumer perception and perceived value of AI Technologies is inaccurate this could have a material adverse effect on our customers, which in turn could have a material adverse effect on our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
Concerns relating to the responsible use by our customers of new and evolving technologies, such as AI, which are supported by our platform, may result in collateral reputational harm to us. AI may pose emerging ethical issues and if our platform enables customer solutions that draw controversy due to their perceived or actual impact on society, we may experience brand or reputational harm, competitive harm, or legal liability.
Read in the 10-K filed Mar 27, 2026 ↗
Furthermore, the rapid pace of innovation in the field of AI has led to developing and evolving regulatory frameworks globally, which are expected to become increasingly complex as AI continues to evolve. Regulators and lawmakers around the world have started proposing and adopting, or are currently considering, regulations and guidance specifically on the use of AI. Regulations related to AI Technologies have been introduced in the United States at the federal level and are also enacted and advancing at the state level. Additional regulations may impact our customers’ ability to develop, use and commercialize AI Technologies, which would impact demand for our platform, solutions, and services and may affect our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
AI and related industries, including cloud services, are under increasing scrutiny from regulators due to their concerns about market concentration, anti-competitive practices, and the pace of partnerships and acquisitions involving generative AI startups. As the industry continues to grow, transactions and business conduct will likely continue to draw scrutiny from regulators. Our customers may become subject to further AI regulations, including any restrictions on the total consumption of compute technology, which could cause a delay or impediment to the commercialization of AI technology and could lead to a decrease in demand for our customers’ AI infrastructure, and may adversely affect our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
The broader adoption, use, and commercialization of AI technology, and the continued rapid pace of developments in the AI field, are inherently uncertain. Failure by our customers to use its cloud services to support AI use cases in their systems, or WhiteFiber’s ability to keep up with evolving AI technology requirements and regulatory frameworks, could have a material adverse effect on our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
As part of WhiteFiber’s growth strategy, it seeks to attract and acquire customers requiring high-performance computing, such as AI, machine learning, and automated decision-making technologies, including proprietary AI algorithms and models (collectively, “AI Technologies”).
Read in the 10-K filed Mar 27, 2026 ↗
AI has been developing at a rapid pace, and continues to evolve and change. As demand continues for AI services, AI providers, including WhiteFiber’s customers, have sought increased compute capacity to enable advancements in their AI models and service the demands of end users. We cannot predict whether additional computing power will continue to be required to develop larger, more powerful AI models, or if the practical limits of AI technology will plateau in the future regardless of available compute capacity. Further, there have been recent advancements in AI technology, including open-source AI models, that may lead to compute and other efficiencies that may impact the demand for AI services, including WhiteFiber’s platform, solutions, and services, which may adversely impact its revenue and profitability. In the event that existing scaling laws do not continue to apply as they have in the past, demand by our customers for compute resources, including our solutions and services, may not continue to increase over time, or may decrease if overall demand for AI is impacted by a lack of further technological development. If WhiteFiber is unable to keep up with the changing AI landscape or in developing services to meet its customers’ evolving AI needs, or if the AI landscape does not develop to the extent we or our customers expect, our business, operating results, financial condition, and future prospects may be adversely impacted.
Read in the 10-K filed Mar 27, 2026 ↗
Additionally, we may incur significant costs and experience significant delays in developing new solutions and services or enhancing our current platform to adapt to the changing AI landscape, and may not achieve a return on investment or capitalize on the opportunities presented by demand for AI solutions. Moreover, while AI adoption is likely to continue and may accelerate, the long-term trajectory of this technological trend is uncertain. Further, market acceptance, understanding, and valuation of solutions and services that incorporate AI technologies are uncertain and the perceived value of AI Technologies used and/or provided by WhiteFiber’s customers could be inaccurate. If AI is not broadly adopted by enterprises to the extent WhiteFiber expects, or if new use cases do not arise, then our opportunity may be smaller than it expects. Further, if the consumer perception and perceived value of AI Technologies is inaccurate this could have a material adverse effect on WhiteFiber’s customers, which, in turn, could have a material adverse effect on its business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
Concerns relating to the responsible use by WhiteFiber’s customers of new and evolving technologies, such as AI, which are supported by its platform, may result in collateral reputational harm to WhiteFiber. AI may pose emerging ethical issues and if its platform enables customer solutions that draw controversy due to their perceived or actual impact on society, WhiteFiber may experience brand or reputational harm, competitive harm, or legal liability.
Read in the 10-K filed Mar 27, 2026 ↗
Furthermore, the rapid pace of innovation in the field of AI has led to developing and evolving regulatory frameworks globally, which are expected to become increasingly complex as AI continues to evolve. Regulators and lawmakers around the world have started proposing and adopting, or are currently considering, regulations and guidance specifically on the use of AI. Regulations related to AI Technologies have been introduced in the United States at the federal level and are also enacted and advancing at the state level. Additional regulations may impact our customers’ ability to develop, use and commercialize AI Technologies, which would impact demand for WhiteFiber’s platform, solutions, and services and may affect our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
AI and related industries, including cloud services, are under increasing scrutiny from regulators due to their concerns about market concentration, anti-competitive practices, and the pace of partnerships and acquisitions involving generative AI startups. As the industry continues to grow, transactions and business conduct will likely continue to draw scrutiny from regulators. WhiteFiber’s customers may become subject to further AI regulations, including any restrictions on the total consumption of compute technology, which could cause a delay or impediment to the commercialization of AI technology and could lead to a decrease in demand for WhiteFiber’s customers’ AI infrastructure, and may adversely affect our business, operating results, financial condition, and future prospects.
Read in the 10-K filed Mar 27, 2026 ↗
The competition for experienced blockchain and digital asset professionals has intensified, driven by a widening gap between the high demand for specialized skills and a scarce pool of qualified talent. As the industry matures into 2026, companies are struggling to secure senior talent for critical, high-impact roles, often competing with both AI startups and traditional financial institutions. For example, despite a 395% growth in web3 job demand, qualified professionals remain rare, particularly those with experience in live, production-level, or large-scale, cross-chain, or security-focused projects. If we are unable to secure the necessary personnel, our financial condition may be impacted negatively.
Read in the 10-K filed Mar 27, 2026 ↗
We cannot be certain that our operations or any aspects of our business do not or will not infringe upon or otherwise violate trademarks, patents, copyrights, know-how or other intellectual property rights held by third parties. We may be, from time to time in the future, subject to legal proceedings and claims relating to the intellectual property rights of others. In addition, there may be third-party trademarks, patents, copyrights, know-how or other intellectual property rights that are infringed by our products, services or other aspects of our business without our awareness. Holders of such intellectual property rights may seek to enforce such intellectual property rights against us in China, the United States or other jurisdictions. If any third-party infringement claims are brought against us, we may be forced to divert management’s time and other resources from our business and operations to defend against these claims, regardless of their merits. If we were found to have violated the intellectual property rights of others, we may be subject to liability for our infringement activities or may be prohibited from using such intellectual property, and we may incur licensing fees or be forced to develop alternatives of our own. Moreover, the intellectual property ownership and license rights, including copyright, surrounding AI technologies has not been fully addressed by courts or laws or regulations, and the use or adoption of AI technologies into our offerings may result in exposure to claims of copyright infringement or other intellectual property misappropriation. As a result, our business and results of operations may be materially and adversely affected.
Read in the 10-K filed Mar 27, 2026 ↗
A number of states have issued or proposed laws that require developers and deployers of high risk AI tools and systems to conduct risk assessments and take steps to avoid algorithmic discrimination. In addition, these laws provide consumers with the right to pre-use notice and certain rights to opt-out of use of such tools for certain kinds of automated decisions and to seek human review for adverse decisions. These laws could impose additional obligations on us to comply with such requirements and limit the Company’s ability to use AI and automated decision making. Violations of such laws could expose the Company to fines and sanctions and consumer class actions.
Read in the 10-K filed Mar 27, 2026 ↗
Our real estate and infrastructure funds have in recent years substantially increased their exposure to digital infrastructure investments, which, in addition to being subject to many of the risks outlined above, are subject to additional risks. The increase in exposure to digital infrastructure has supported strong performance for our real estate and infrastructure funds. Such performance would be difficult to replicate if demand for digital infrastructure were substantially reduced, including as a result of economic slowdown, regulatory impediments or changes in the needs or strategies of a relatively small number of key customers on behalf of which our funds have undertaken development. Digital infrastructure demand is highly concentrated in a small number of large counterparties. Such concentration makes the value of digital infrastructure assets particularly susceptible to the risk of financial distress, consolidation or change in capital and expenditure trends of a single or small number of tenants. Digital infrastructure requires significant upfront and ongoing capital expenditure for land, power, construction and equipment, as well as access to reliable power sources, which may be constrained in key markets. An increase in the price of such inputs can increase build and operating costs and reduce the profitability of such investments. The inability to access sufficient power could constrain our ability to develop land acquired for digital infrastructure or to deliver the levels of power required by tenants, each of which could negatively impact the value of our funds’ investments. Given the long-term nature of many of the tenant leases at our funds’ digital infrastructure assets, a prolonged period of high interest rates could also negatively impact the valuation of such assets to the extent the contractual rent escalators in such leases are insufficient to offset increased costs. In addition, advancements in computing and AI Technologies, including efficiency improvements (without related increases in the adoption and development of such technologies), as well as technological changes that render existing data center designs less competitive or require significant redevelopment, could negatively impact demand for, and the valuation of, our digital infrastructure assets. The digital infrastructure sector is also highly competitive, with pressure from various data center operators and hyperscalers building their own facilities. In addition, digital infrastructure assets have recently faced and continue to face increasing opposition from local communities and organizations. These factors may make it more difficult to deploy additional capital and continue to grow our investments in the sector.
Read in the 10-K filed Feb 27, 2026 ↗
The Development and Use of AI by Citi and Others Present Risks to Citi’s Businesses.
Read in the 10-K filed Feb 20, 2026 ↗
Citi has used AI and machine learning tools for many years and has more recently begun to broadly deploy Generative AI, including within its technology platforms and services. In the future, Citi expects to more broadly integrate Generative AI tools within its systems, businesses and functions, including advanced AI capabilities, such as autonomous agents and sophisticated user interactions, which if improperly managed, could result in increased risks and costs.
Read in the 10-K filed Feb 20, 2026 ↗
While Citi has policies that govern the use of emerging technologies, including in model risk management, ineffective, inadequate or faulty Generative AI development or deployment practices by Citi or third parties, including insufficient testing and monitoring, poorly structured or manipulated prompts or insufficient or inadequate human oversight, could result in adverse consequences, such as AI algorithms that produce inaccurate or incomplete output or output based on biased, incomplete and/or inaccurate datasets, infringe on intellectual property rights of others, involve data exfiltration risks, including release of confidential or proprietary information, or cause other issues, concerns or deficiencies. The complexity of AI models, particularly Generative AI models, can make it challenging to understand why particular outputs are generated, which can increase the risk of erroneous and/or biased output and complying with regulations requiring documentation, explainability or auditability on the basis of AI-influenced decisions.
Read in the 10-K filed Feb 20, 2026 ↗
Citi may also rely on AI models developed by third parties and be exposed to risks arising from their development and training methods, including potential inclusion of unauthorized material in the training data or limitations in their risk mitigation strategies, over which Citi may have limited visibility or control (see also the operational processes and systems risk factor below). While Citi may provide restrictions on use of certain data in third-party AI applications or models, a third party could breach those terms, which could expose Citi to legal and reputations risks. Citi is also exposed to risks related to the use of AI technologies by counterparties, clients and vendors, where interconnected AI systems could amplify failures and threats of cyber infiltration, as well as cause widespread disruptions.
Read in the 10-K filed Feb 20, 2026 ↗
Moreover, the use of increasingly sophisticated AI technologies by malicious actors and others has increased the risk of fraud, including identity theft and bypassing of verification controls, and exposure to cyberattacks (see the cybersecurity risk factor below), as well as disinformation and market manipulation campaigns, and failure to effectively manage such risks could result in misappropriation of funds, unauthorized transactions, exposure of sensitive client or Company information, reputational harm and increased litigation and regulatory risk.
Read in the 10-K filed Feb 20, 2026 ↗
Citi also faces competition risks to the extent that competitors may be faster and more successful in developing and deploying AI technologies to improve processes, productivity, efficiency, products and services, and thereby gain competitive advantages over Citi (see the competition risk factor above).
Read in the 10-K filed Feb 20, 2026 ↗
In addition, compliance with new or changing laws, regulations or industry standards relating to AI may impose additional operational risks and costs. Failure to sufficiently manage these risks could expose Citi to adverse legal, regulatory or reputational consequences.
Read in the 10-K filed Feb 20, 2026 ↗
violations. Several jurisdictions in which we operate are considering or have proposed or enacted legislation and policies regulating AI and non-personal data, such as the European Union’s AI Act. These new regulations may diverge from one another, which could require us to navigate different obligations and enforcement actions in different geographies. Any violations of these laws may lead to reputational damage, financial penalties and increased regulatory scrutiny and oversight.
Read in the 10-K filed Feb 12, 2026 ↗
Our business relies on information technology ("IT") systems to support key operational, commercial, and financial processes, including site and asset management, leasing and contract administration, billing and collections, construction and supply chain activities, regulatory compliance, and financial reporting. Our industry continues to experience increasing operational complexity and growing reliance on digital tools, automation, data analytics, and integrated systems, including the use of artificial intelligence. We continue to seek to drive organizational improvement through digital transformation initiatives and modernizing our legacy IT systems.
Read in the 10-K filed Feb 23, 2026 ↗
While AI Technologies may drive future growth in the semiconductor and electronics systems industries as well as our business, worldwide markets for AI-enabled products may not develop in the manner or time periods we anticipate, or at all. If domestic or global economies worsen, overall spending on the development of AI-related products may decrease, which would adversely impact demand for our products in these markets. Even if the demand for AI-enabled products develops in the manner or in the time periods we anticipate, if we do not have timely, competitively priced, market-accepted products available to meet our customers’ needs, we may miss a significant opportunity and our business, financial condition and results of operations may be adversely affected. In addition, because the markets for AI-related products are still emerging, demand for these products may be unpredictable and may vary significantly from one period to another.
Read in the 10-K filed Feb 19, 2026 ↗
Social, ethical, and safety issues relating to the use of new and evolving technologies such as AI-based technologies, including generative AI in our hardware, software, and service offerings, as well as in our internal platforms, may result in reputational harm and liability. We are increasingly utilizing AI in our business, including interactions with our coworkers, customers, and vendor partners and in the hardware, software, and services we offer, and we also plan to further invest resources to embed AI capabilities throughout our operations and enterprise to drive scale and efficiency. As with many innovations, AI presents risks and challenges that could affect its adoption and usage, and therefore our business. If we are unable to effectively and timely capitalize on the growth opportunities made available by the adoption of AI to drive our scale and efficiency, our business, results of operations, or cash flows could be adversely impacted. Further, the responsible development and deployment of AI requires ongoing investment in research, development and governance, which could adversely affect our results of operation or cash flows. AI technologies are complex and rapidly evolving, and we face significant competition in the market and from other companies regarding such technologies.
Read in the 10-K filed Feb 20, 2026 ↗
The rapid development and integration of AI technologies into our processes presents several risks to our business.
Read in the 10-K filed Feb 24, 2026 ↗
The use of AI technologies in our operations presents risks that could adversely affect our business, financial condition, results of operations and reputation. AI systems, whether developed internally or used by our vendors, service providers or business partners, may produce inaccurate, biased or misleading outputs or experience errors, security vulnerabilities or other failures, which could result in operational disruptions, flawed decision‑making, data loss, cybersecurity incidents or reputational harm. The use of AI may also increase the risk of inadvertent disclosure or misuse of proprietary, confidential or personal information. In addition, the legal and regulatory landscape governing AI technologies is rapidly evolving and uncertain, and compliance with new or changing requirements may impose significant costs or limit our ability to develop, deploy or use AI. If we fail to keep pace with the rapid evolution of AI technologies in our industry and the segments we serve, our competitive position and business results could be negatively impacted.
Read in the 10-K filed Feb 24, 2026 ↗
Recently, we have benefited from increased demand for our generation as a result of the developing data economy, including demand driven by data centers and AI and other high-performance computing applications, evidenced by the execution of long-term contracts with technology companies as well as increased interest in prospective contracts from our customers. Demand associated with data centers and AI applications may be subject to technological change, shifts in customer behavior, regulatory developments, or changes in capital investment cycles and may not grow at the pace currently anticipated by the market. Our results of operations, growth opportunities, and the price of our common stock could be adversely impacted if the demand for energy driven by the data economy does not continue or fails to achieve current market expectations.
Read in the 10-K filed Feb 24, 2026 ↗
We incur significant costs on an ongoing basis to upgrade and maintain various facilities, equipment, or technologies, including data management, improved equipment, and artificial intelligence to upgrade our operations and increase productivity. Additionally, we have in the past, and may in the future, incur increased costs or periods of decreased production relating to upgrading facilities, equipment and technologies, transferring production among our facilities, utilizing third-party contract manufacturers, closing existing facilities, expanding existing facilities, and opening new facilities. If the cost of our investments is higher than anticipated, the investments are not sufficient to meet our business needs, we are unable to fully utilize new or upgraded facilities, or we are unable to complete our improvement and expansion projects in a timely manner or in accordance with our specifications, we may be delayed in realizing the intended benefits or our financial performance could be negatively affected.
Read in the 10-K filed Feb 12, 2026 ↗
The industry is undergoing rapid technological change, including the emergence of disruptive technologies and accelerated adoption of automation and AI. Competitors are leveraging advanced digital platforms, AI-driven freight matching, and automation to improve efficiency and reduce costs. If we fail to maintain the pace, scale, or quality of automation and AI adoption, we may be unable to achieve our strategic goals for operational efficiency and digital transformation. Inability to keep up with these advancements could increase our cost to serve customers, reduce productivity and negatively impact our ability to compete. Delays in implementing new systems or integrating emerging technologies into our workflows may also lead to higher operating expenses and missed opportunities for growth. If we cannot effectively respond to competitive pressures and technological disruption, our business, financial condition, and results of operations could be materially and adversely affected.
Read in the 10-K filed Feb 13, 2026 ↗
Our use of AI and ML technologies, as well as more recent technological advances in AI/ML, pose risks to us and subject us to new and existing laws and regulations. The use of generative AI, a relatively new and emerging technology still in the early stages of commercial use, potentially exposes us to additional risks, such as damage to our reputation, competitive position, and business, legal and regulatory risks and additional costs. For example, generative AI has been known to produce false or “hallucinatory” inferences or output. Certain generative AI uses ML and predictive analytics, which can produce inaccurate, incomplete or misleading content; unintended biases and other discriminatory or unexpected results; or errors and inadequacies, any of which may not be easily detectable by us or any of our related service providers. Accordingly, while AI systems may help provide more tailored or personalized user experiences, if the content, analyses or recommendations that AI systems assist in producing on our platform are, or are perceived to be, deficient, inaccurate, biased, unethical or otherwise flawed, our reputation, competitive position and business may be materially and adversely affected.
Read in the 10-K filed Feb 26, 2026 ↗
Our growth and ability to meet customer demand depends in part on our ability to adequately plan and ensure appropriate supply chain capacity and inventory levels. We have experienced supply chain capacity shortages that have affected our operations and financial results, including longer than normal lead times. Significant economic growth, and the unprecedented nature of AI related demand, can make it more difficult for us and our suppliers to accurately forecast demand and to set optimized levels of manufacturing capacity and inventory. Conversely, if actual demand is meaningfully less than our forecasts, we may spend unnecessarily on capital related to our supply chain or purchase more inventory than needed. This could lead to increased excess or obsolete inventory requiring us to incur significant write-offs. As of November 1, 2025, we had $826.2 million in inventory and $2.1 billion in purchase commitments, many of which are non-cancellable, across our supply chain. Our inability to effectively manage our supply chain capacity and inventory levels with customer demand could adversely impact our results of operations and customer relationships.
Read in the 10-K filed Dec 12, 2025 ↗
We rely on a global network of third-party suppliers for products, components, related raw materials, and embedded software. Our products include optical and electronic components for which reliable, high-volume supply is often available only from sole or limited sources. We do not have any guarantees of supply from our third-party suppliers, and in certain cases we have limited contractual arrangements or are relying on standard purchase orders. Our reliance on these suppliers exposes us to risks of supply shortages, delays and increased costs. Increases in market demand and scarcity of raw materials and components have resulted, and may in the future result, in shortages of components, deployment delays, increased cost, and extended delivery timelines. For example, the electro-optical component and semiconductor industries have been experiencing increased demand as a result of significant spending related to AI and other cloud-based applications, which has led to a constrained supply environment. These constraints have resulted, and could further result in shortages, extended lead times, or increased costs that adversely impact our revenue and gross margin. Our inability to secure the required volumes of components or necessary licenses could result in lost revenue, additional product costs, increased lead times and deployment delays that could harm our results of operations and customer relationships.
Read in the 10-K filed Dec 12, 2025 ↗
Our network environment and assets, and those of our third-party business partners, maintain information that is confidential, regulated, proprietary or sensitive to our business. The frequency and sophistication of cybersecurity events globally continues to increase, including through the use of AI, with companies in our industry particularly targeted given the nature of the products that we sell. Companies in the technology, communications and networking industries have been subjected to data security incidents, including cyber-attacks, attacks against products, and other attempts to gain unauthorized access to network assets, infrastructure or sensitive information.
Read in the 10-K filed Dec 12, 2025 ↗
The introduction of, development and advancement in the efficiency of AI models could potentially adversely affect data center usage by significantly reducing the computational power needed to train AI models, potentially leading to less demand for high-power density, liquid-cooled data center infrastructure and colocation facilities such as those we are building at the Barber Lake Facility. New advancements in AI models could also alter the way data centers are currently designed and utilized and such risks and challenges may have a material adverse effect on our business, financial condition and results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
We and our third-party service providers face numerous and evolving cybersecurity risks and regularly identify, defend against and recover from a variety of cyber-attacks, including phishing and other efforts to gain unauthorized access to systems. These risks may increase as we grow, as our operations become more complex and as threat actors become more sophisticated, including through the use of artificial intelligence and other advanced techniques designed to circumvent security controls, evade detection or remain dormant for extended periods. Remote and hybrid working arrangements at our company and at many of our third-party providers may further increase cybersecurity risks due to challenges associated with managing distributed computing assets and non-corporate networks. In addition, any integration of artificial intelligence in our or our service providers’ or partners’ operations, products or services may pose new or unknown cybersecurity risks.
Read in the 10-K filed Feb 24, 2026 ↗
As we continue to enter into the HPC data center market, competitive, operational, legal and regulatory risks may be exacerbated as there is substantial uncertainty about the extent to which AI will result in changes that come with risks that we may not be able to anticipate, prevent, mitigate or remediate.
Read in the 10-K filed Feb 24, 2026 ↗
The increasing focus on the risks and strategic importance of certain AI services, such as AI cloud services, and AI or machine learning technologies, has already resulted in regulatory restrictions that target products and services capable of enabling or facilitating AI and machine learning, and may in the future result in additional restrictions or complex regulatory requirements impacting any offerings we may develop, including AI cloud services and other solutions. Complying with multiple evolving laws, rules and regulations from different jurisdictions related to new solutions are developed could increase the cost of doing business or may change the way HPC data centers operate in certain jurisdictions. We may not be able to adequately anticipate or respond to these evolving laws and regulations, and we may need to expend additional resources to adjust our offerings in certain jurisdictions if applicable legal frameworks are inconsistent across jurisdictions.
Read in the 10-K filed Feb 24, 2026 ↗
For example, the European Union (“EU”) Artificial Intelligence Act (“EU AI Act”), which entered into force on August 1, 2024 and will become enforceable in a gradual manner between 2025 and 2027, establishes, among other things, a risk-based governance framework for regulating AI systems operating in the EU. There is a risk that the EU AI Act could have a negative impact on our current or future use of AI. For example, the EU AI Act prohibits certain uses of AI systems and places numerous obligations on providers and developers of permitted AI systems, with heightened requirements based on AI systems that are considered high risk. This regulatory framework is expected to have a material impact on the way AI is regulated in the EU and beyond. Similarly, other jurisdictions, such as Canada with its Artificial Intelligence and Data Act and several U.S. states have also implemented or are considering similar regulatory frameworks or laws governing the development and deployment of AI generally or in specific contexts, as well as critical infrastructure cybersecurity legislation or regulations relating to data flows. Specific to AI law, in April 2023, the U.S. Federal Trade Commission, Department of Justice, Consumer Financial Protection Bureau and Equal Employment Opportunity Commission issued a joint statement on AI enforcement, demonstrating their interest in monitoring the development and use of automated systems and enforcement of their respective laws and regulations. The Federal Trade Commission and certain state Attorneys General have pursued enforcement actions against companies offering AI products and services under consumer protection laws. Such regulatory frameworks, as well as developing or potentially conflicting regulatory guidance and judicial decisions in this area, as well as conflict between potentially competing legal regimes (including with respect to state laws that may conflict with federal AI policy), may introduce uncertainty, affect our use of AI and our ability to provide and to improve our products and solutions, require additional compliance measures and changes to our operations and processes, result in increased compliance costs and potential increases in civil claims against us and could have a material adverse effect on our business, financial condition and results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
Furthermore, concerns regarding third-party use of AI for purposes contrary to governmental, national security and societal interests, including concerns relating to the misuse of AI applications, models, and solutions, could result in restrictions on AI products. Any such restrictions could reduce the demand for our intended AI data center services, and negatively impact our business, financial condition and operating results, and damage our reputation.
Read in the 10-K filed Feb 24, 2026 ↗
It is also unclear how our status as an infrastructure provider for customers developing and deploying AI applications, as opposed to developing such applications ourselves, could affect the applicability of these existing or proposed regulatory frameworks and other restrictions with respect to any services we may offer from time to time. However, it is possible that such regimes will impose obligations on infrastructure providers, such as us, to oversee, monitor or restrict the use of AI systems that are trained or deployed on their systems, and/or to ensure compliance with such regulatory frameworks and other restrictions. If our customers violate existing or proposed regulatory regimes or other restrictions, or if they use our services for unlawful, harmful or non-compliant purposes, we could be subject to regulatory investigations, regulatory fines, reputational damage or contractual liability for any such actions, even if we do not control the customer applications. Further, potential HPC tenants may look to pass through their regulatory obligations and other liabilities to their outsourced data center providers, and we may not be able to limit our liability or damages in an event of loss suffered by such customers whether as a result of our breach of an agreement or otherwise.
Read in the 10-K filed Feb 24, 2026 ↗
As we transition from bitcoin mining operations to HPC infrastructure services, we face evolving regulatory frameworks in multiple areas. Our HPC business is subject to data center regulations, energy and environmental regulations, and potentially AI-specific regulatory requirements depending on how our role as infrastructure provider is
Read in the 10-K filed Feb 24, 2026 ↗
Negative publicity, posts or comments on digital and social media (including those that are AI-generated), whether true or untrue, could damage our brands and our reputation. The success of our brands could also suffer if our marketing initiatives do not have the desired impact on a brand’s image or its ability to attract consumers.
Read in the 10-K filed Feb 23, 2026 ↗
•our increasing focus on diversification into constructing and operating data centers for AI and HPC companies, as well as bitcoin mining, and the potential regulatory issues with entering into this new business;
Read in the 10-K filed Nov 25, 2025 ↗
•regulatory developments surrounding AI and HPC may negatively impact our efforts to expand into AI and HPC hosting.
Read in the 10-K filed Nov 25, 2025 ↗
As we enter the HPC and AI services market, we face significant competition, which may adversely affect the occupancy and rental rates of our data centers. We now compete with numerous data center providers globally. Some of our competitors and potential competitors have significant advantages over us, including more ready access to capital which allows them to respond more quickly to new or changing opportunities. Our growth depends in part on external sources of capital which are outside of our control.
Read in the 10-K filed Nov 25, 2025 ↗
We have an evolving business model and strategy, which includes an increasing focus on diversifying into constructing and operating data centers for AI and HPC companies, in addition to our bitcoin activities.
Read in the 10-K filed Nov 25, 2025 ↗
Our growth strategy includes exploring expansion and diversification of our revenue sources into new markets. For example, we are increasing our focus on diversifying into constructing and operating data centers for AI and HPC companies, including through our acquisition of properties and assets in Texas. We cannot offer any assurance that these or any other modifications will be successful or will not result in harm to the business, damage our reputation or limit our growth. Such modifications may increase the complexity of our business and place significant strain on our management, personnel, operations, systems, technical performance, financial resources and internal financial control and reporting functions. Moreover, we may not be able to manage growth effectively, which could damage our reputation, limit our growth and adversely affect our operating results. Further, we cannot provide any assurance that we will successfully identify all emerging trends and growth opportunities within the digital assets industry, the AI and HPC market or other markets we seek to expand into, and we may lose out on such opportunities. Additionally, any such changes to our business model or strategy could subject us to additional regulatory scrutiny and requirements, including licensing and permitting requirements. Any of the foregoing could have a material adverse effect on our business, prospects, financial condition and operating results.
Read in the 10-K filed Nov 25, 2025 ↗
Our expansion into AI and HPC may divert resources from our core bitcoin mining operations, limit our power capacity for mining, and introduce operational complexity.
Read in the 10-K filed Nov 25, 2025 ↗
While we intend to continue our bitcoin mining operations, the allocation of resources to support AI and HPC development may reduce the capital, personnel, infrastructure and power capacity available for our mining business. In particular, diverting future power capacity to AI and HPC workloads may limit our ability to deploy that power for mining, which is a highly competitive and capital-intensive industry. As a result, we may be unable to expand our deployed hash rate (EH/s) at the pace of our competitors, potentially diminishing our market share and profitability. Managing multiple distinct lines of business may increase operational complexity and place additional demands on our management, technical, and support teams, which could negatively affect our overall performance, strategic execution and profitability.
Read in the 10-K filed Nov 25, 2025 ↗
It may take significant time and expenditure to develop an AI and HPC hosting business through continued development at our facilities, and our efforts may not be successful.
Read in the 10-K filed Nov 25, 2025 ↗
The continued development of our facilities is subject to various factors beyond our control. There may be difficulties integrating new equipment into existing infrastructure, constraints on our ability to connect to or procure the expected electricity supply capacity at our facilities, defects in design, construction or installed equipment, diversion of management resources, insufficient funding or other resource constraints. Actual costs for development may exceed our planned budget. In particular, our strategy to expand and diversify into AI and HPC hosting may require retrofits, alterations or other customized solutions to enable an operating environment for AI and HPC tenants. Such changes may be cost-prohibitive, or the sites may be incapable of supporting such requirements. These alterations may also require collaboration with cooling experts, engineers and specialized vendors to ensure thermal management aligns with specific hardware requirements.
Read in the 10-K filed Nov 25, 2025 ↗
Leveraging sites that we have contractually secured may ultimately fail due to factors beyond our control. In addition, securing agreements to connect to power sources, and obtaining permits, approvals and/or licenses to construct and operate facilities, could be delayed in regulatory processes, may not be successful or may be cost prohibitive. Actions by government regulators, or the issuance of new regulations that restrict AI and HPC hosting or bitcoin mining operations, may reduce the availability of electricity, increase its cost, or otherwise adversely impact our business.
Read in the 10-K filed Nov 25, 2025 ↗
We face competition for acquisitions in the HPC, AI, and data center market. As mentioned, certain of our data center competitors have significant advantages over us, including greater access to capital which allows them to respond more quickly to new or changing opportunities. If we cannot continue to grow and expand our data center business through strategic acquisitions, our competitiveness may be affected along with our operating results, which could impact our financial condition and market price of our securities.
Read in the 10-K filed Nov 25, 2025 ↗
Our business expansion into AI and HPC services may be capital intensive and could affect our liquidity, results of operations and financial condition.
Read in the 10-K filed Nov 25, 2025 ↗
Our expansion into HPC, data center and AI infrastructure development is expected to increase capital intensity and shift the timing of cash inflows relative to capital outlays. Developing and constructing data center campuses requires substantial up-front capital expenditures for land, substations, interconnection and specialized cooling systems, which may temporarily reduce liquidity.
Read in the 10-K filed Nov 25, 2025 ↗
This business expansion introduces uncertainties that could impact our liquidity and capital resources. Increased capital expenditure requirements for new HPC, data center and AI infrastructure projects may accelerate cash deployment and increase short-term liquidity needs. The timing of cash inflows may shift, as hosting and leasing revenues generally materialize after construction completion and customer onboarding, resulting in a lag between capital investment and revenue realization. Although our bitcoin-backed liquidity and treasury activities provide flexibility, we may need to seek additional financing, through debt, equity, or infrastructure-oriented funding, to meet project-scale capital demands or to preserve bitcoin holdings during periods of market volatility.
Read in the 10-K filed Nov 25, 2025 ↗
Regulatory developments surrounding AI and HPC may negatively impact our efforts to expand into AI and HPC hosting.
Read in the 10-K filed Nov 25, 2025 ↗
The regulatory landscape surrounding HPC, AI and bitcoin mining operations is evolving rapidly, and we anticipate increased scrutiny and potential regulation in the near and long term. These developments may affect our business and operations in ways that are difficult to predict.
Read in the 10-K filed Nov 25, 2025 ↗
There are growing concerns about the ethical implications and potential misuse of the growing AI technologies and the AI landscape is facing challenges and uncertainties. The development of more advanced AI systems, such as large language models and generative AI, has raised concerns about potential misuse, bias, and the displacement of human workers. Governments and regulatory bodies are considering measures to ensure responsible development and deployment of AI systems, including guidelines for transparency, accountability, and fairness. For example, the July 23, 2025 Executive Order on Preventing “Woke AI” directs federal agencies to procure only large language models that adhere to truth-seeking and ideological neutrality principles, which could shape public-sector AI standards and influence compliance considerations for AI and HPC hosting providers supporting government workloads. In addition, the White House’s July 2025 America’s AI Action Plan emphasizes streamlined permitting for data centers, grid expansion, and stronger export controls and security guardrails across the AI compute stack, potentially accelerating demand for AI and HPC capacity while also imposing additional constraints on infrastructure development. In recent years, crypto mining has received increased attention from regulators with respect to technical and financial aspects of this industry. We expect that regulatory efforts in this area will continue to evolve and potentially affect our business. In addition, data center construction has recently encountered organized opposition from environmental and anti-growth groups which has resulted in a stricter regulatory environment.
Read in the 10-K filed Nov 25, 2025 ↗
As a company looking to potentially operate at the intersection of HPC, AI, and bitcoin mining, we are committed to maintaining a proactive and adaptive approach to regulatory compliance. We continue to monitor legislative and regulatory developments closely and engage in dialogue with relevant stakeholders to ensure our business practices align with the evolving legal and regulatory framework. However, there can be no assurance that our business will not be adversely impacted by future developments.
Read in the 10-K filed Nov 25, 2025 ↗
Our use of artificial intelligence in our business may be unsuccessful and may give rise to various risks, which could adversely affect our business, reputation or operating results.
Read in the 10-K filed Feb 26, 2026 ↗
Our financial performance depends, in part, on our ability to develop and market new and innovative services that differentiate our products or provide cost efficiencies, while avoiding increased related expenses. As artificial intelligence is a new and evolving technology in the early stages of commercial use, there are significant risks involved in the development and deployment of artificial intelligence. Moreover, there can be no assurance that our use of artificial intelligence in our business processes, system development, operations, or as part of our product and service offerings will enhance our products or services or augment our business or operating results. Market acceptance of artificial intelligence technologies is uncertain, and we may be unsuccessful in our product development efforts. Our artificial intelligence-related product initiatives and offerings, or use in our internal business operations, may give rise to risks related to accuracy, bias, discrimination, intellectual property infringement, misappropriation or leakage of intellectual property, defamation, data privacy and cybersecurity, among others. We are also exposed to risks related to the use of artificial intelligence technologies by third-party service providers, clients and other financial intermediaries. Risks related to our development and use of artificial intelligence include the possibility of new or enhanced laws or regulations or novel enforcement of existing laws related to artificial intelligence, compliance with which may be costly and burdensome or involve changes to our business practices or products, litigation or other legal liability, or additional oversight, audits or enforcement under existing laws or regulations. Our use of artificial intelligence may also give rise to ethical concerns or negative public perceptions, which may cause brand or reputational harm. Additionally, our existing competitors or new entrants may be developing their own artificial intelligence products and technologies, which may be superior in features or functionality, or cost, to our offerings. Any of these factors could adversely affect our business, reputation or operating results.
Read in the 10-K filed Feb 26, 2026 ↗
We continue to invest in and utilize emerging technologies that have potential to make business tasks easier, more efficient and less labor intensive, including artificial intelligence and machine learning. These new technologies may not deliver the expected efficiencies and could expose us to new risks, including risks related to cybersecurity, data privacy, inaccuracies, hallucinations, bias or discrimination and claims of intellectual property infringement.
Read in the 10-K filed Feb 4, 2026 ↗
We are incorporating AI solutions into our business, products, services and features, and we are leveraging AI, including generative AI, machine learning and similar tools and technologies, in our product development, operations and software programming. There is inherent risk and uncertainty involved in using AI. The use of AI in the development of our products and services could cause loss or theft of intellectual property, as well as subject us to risks related to intellectual property infringement or misappropriation, data privacy and cybersecurity. The use of AI by us, our vendors or our suppliers can lead to unintended consequences, including
Read in the 10-K filed Feb 10, 2026 ↗
generating content that appears correct but is factually inaccurate, misleading or otherwise flawed, or that results in unintended biases and discriminatory outcomes, which could harm our stakeholders, our reputation and our business and expose us to risks related to inaccuracies or errors in the output of such technologies. If the AI tools that we use are deficient, inaccurate or controversial, we could incur operational inefficiencies, competitive harm, legal liability, brand or reputational harm, or other adverse impacts on our business and financial results. If we do not have sufficient rights to use the data or other material or content on which the AI tools we use rely, we also may incur liability through the violation of applicable laws and regulations, third-party intellectual property, data privacy, or other rights or contracts to which we are a party. In addition, our personnel could, unbeknownst to us, improperly utilize AI and machine learning-technology while carrying out their responsibilities.
Read in the 10-K filed Feb 10, 2026 ↗
However, there are significant risks involved in using models and AI, and we cannot assure that our use will enhance our businesses or produce only the intended or beneficial results. For example, generative AI has been known to produce false or “hallucinatory” inferences or output. Certain generative AI tools use machine learning and predictive analytics, which can create inaccurate, incomplete or misleading outputs; unexpected results; or errors or inadequacies, any of which may not be easily detectable. In addition, models and AI that are based on historical data sets might not be accurate predictors of future outcomes. The ability of models and AI to appropriately predict future outcomes may degrade over time due to limited historical patterns, extreme or unanticipated market movements, or customer behavior and liquidity, especially during severe market downturns or stress events (e.g., geopolitical or pandemic events). Consequently, our use of models and AI could result in inaccurate forecasts, ineffective risk management practices, inaccurate risk reporting and other negative or unexpected consequences.
Read in the 10-K filed Feb 19, 2026 ↗
While we continuously update our policies, programs, processes and risk management practices, many of our data management, modeling, AI, aggregation and implementation processes are manual. They may be subject to human error, data limitations, process delays or system failure. If any of our employees, contractors, third-party service providers or other third parties with which we do business use any third-party AI solutions in connection with our business, it may lead to the inadvertent or unauthorized disclosure or incorporation of our sensitive and confidential information, including personal information, into third-party systems or publicly available or third-party training sets, which may impact our ability to realize the benefit of our intellectual property or other proprietary rights in such information. Failure to manage data effectively and to aggregate data in an accurate and timely manner may limit our ability to manage current and emerging risks; to produce accurate financial, regulatory and operational reporting; and to manage changing business needs. If our Framework is ineffective, we could suffer unexpected losses, which could materially adversely affect our results of operation or financial condition.
Read in the 10-K filed Feb 19, 2026 ↗
Any information we provide to the public or to our regulators based on incorrectly designed/implemented models or AI could be inaccurate or misleading. Some of the decisions that our regulators make could be adversely affected if their perception is that the quality of the data, models and AI used to generate the information is insufficient.
Read in the 10-K filed Feb 19, 2026 ↗
The regulation of AI is rapidly evolving worldwide as legislators and regulators are increasingly focused on these powerful, emerging technologies. The technologies underlying AI and its uses are subject to a variety of laws and regulations, including intellectual property, privacy, data protection and data security, consumer protection, competition and equal opportunity laws and regulations. They are expected to be subject to increased regulation and new laws or new applications of existing laws and regulations.
Read in the 10-K filed Feb 19, 2026 ↗
Various U.S. governmental and regulatory agencies continue to review AI. Several U.S. states and foreign jurisdictions are applying (or are considering applying) their platform moderation, privacy, data protection, and data security laws and regulations to AI. They are also considering general legal frameworks for AI. In particular, several states, including Colorado and California, have passed or are continuing to propose laws and regulations that govern various facets and uses of AI.
Read in the 10-K filed Feb 19, 2026 ↗
We may not be able to anticipate how to respond to these rapidly evolving frameworks, and we may need to expend resources to adjust our offerings in certain jurisdictions if the legal frameworks are inconsistent across jurisdictions. Furthermore, because AI technology itself is highly complex and rapidly developing, it is not possible to predict all of the legal, operational, competitive or technological risks that may arise from using AI.
Read in the 10-K filed Feb 19, 2026 ↗
Emerging generative AI capabilities, such as synthetic video, images and identity documents may introduce new risks, in the form of identity fraud and scams. Additionally, the growth of agentic commerce, in which autonomous AI agents initiate and execute transactions on behalf of users, may increase fraud losses as well as change circumstances when the merchant or issuer is liable for fraud losses.
Read in the 10-K filed Feb 19, 2026 ↗
Legal frameworks governing such autonomous agents remain nascent, with limited direct guidance, and the interplay between laws and regulations relating to, among other things, fraud, payments, privacy, data protection, data security and AI may create uncertainty around compliance obligations and potential liability exposure as more participants (including sellers, fintechs, AI developers and enablers) enter the agentic commerce ecosystem.
Read in the 10-K filed Feb 19, 2026 ↗
In addition, if we are unable to maintain sufficient network functionality to be competitive with other networks, or if our competitors develop better data security solutions or more innovative products and services than we do, our ability to retain and attract Network Partners and maintain or increase the revenues generated by the Global Payment Network or our proprietary card-issuing businesses could be materially and adversely affected. Our competitive position could also be affected if we are unable to deploy, in a cost-effective and competitive manner, technology such as generative AI. Additionally, competitors may develop ancillary products, which as a consequence of the competitors’ size and scale, we may be forced to use. Such developments could adversely affect our business, as those competitors may be better positioned to absorb the costs of such data security solutions over higher volumes or a larger customer base.
Read in the 10-K filed Feb 19, 2026 ↗
In addition, advances in technology, such as automation and AI, may lead to workforce evolution. This could require us to invest in additional employee training, manage impacts on morale and retention, and compete for employment candidates who possess more advanced technological skills, all of which could have a negative impact on our business and operations.
Read in the 10-K filed Feb 19, 2026 ↗
The increasing sophistication of AI poses a greater risk of identity fraud, as malicious actors may exploit various AI technologies to create increasingly convincing false identities, transaction records, or attempt to manipulate our verification processes. This necessitates ongoing enhancements to our verification systems and security protocols to prevent unauthorized access and protect sensitive information. Failure to manage these risks or to implement effective countermeasures could lead to unauthorized transactions, financial losses, reputational damage and increased regulatory scrutiny.
Read in the 10-K filed Feb 12, 2026 ↗
Regulatory frameworks governing AI are rapidly evolving and may impose significant obligations on our development, deployment, and use of AI. In particular, the EU’s Artificial Intelligence Act imposes requirements on AI system providers, importers, distributors, and users, as well as on general-purpose AI systems. Non-compliance may be subject to fines. U.S. federal, state, and local laws and regulations applicable to AI and the expansion of existing laws and regulations to AI continue to increase and have focused, in particular, on the use and impact of AI in the healthcare industry. While we have an AI policy in place, the complicated and changing nature of AI technology and related laws and regulations increase our compliance costs and may result in changes to our operations, products and services, complicate compliance efforts, and increase risk of enforcement, penalties, or other legal proceedings.
Read in the 10-K filed Nov 25, 2025 ↗
resource and computational requirements of high-density colocation applications such as cloud computing, machine learning and
Read in the 10-K filed Mar 2, 2026 ↗
artificial intelligence and continuing need for the infrastructure and services we provide.
Read in the 10-K filed Mar 2, 2026 ↗
technology assets, adware, attacks enhanced or facilitated by AI, and other similar disruptions. In particular, severe ransomware
Read in the 10-K filed Mar 2, 2026 ↗
be leaked, disclosed, or revealed as a result of or in connection with our employees’, personnel’s, or vendors’ use of generative AI
Read in the 10-K filed Mar 2, 2026 ↗
Our use of AI/ML technologies may be subject to certain privacy obligations. Other laws governing certain data or sectors may
Read in the 10-K filed Mar 2, 2026 ↗
AI industries, the demand for high-density colocation infrastructure and services, and the blockchain industry and the blockchain
Read in the 10-K filed Mar 2, 2026 ↗
those impacting the cloud computing, machine learning and AI industries. These conditions include short-term and long-term interest
Read in the 10-K filed Mar 2, 2026 ↗
Artificial intelligence technologies, including machine learning and generative AI, are being rapidly adopted across the
Read in the 10-K filed Feb 27, 2026 ↗
making. Our competitors, customers and partners may increasingly expect AI-enabled functionality and efficiencies in the
Read in the 10-K filed Feb 27, 2026 ↗
solutions they purchase and use. If we do not identify, develop, license, acquire and integrate AI technologies into our products
Read in the 10-K filed Feb 27, 2026 ↗
transaction volumes, loss of customers or partners, and pressure on margins. In addition, AI-enabled products offered by
Read in the 10-K filed Feb 27, 2026 ↗
artificial intelligence are evolving and may not afford us adequate protection, which could increase our reliance on trade secret protection and diminish the value of, or our ability to protect, our proprietary technologies.
Read in the 10-K filed Sep 29, 2026 ↗
Our development and use of artificial intelligence and machine learning technologies present operational, legal, competitive, and reputational risks that could adversely affect our business, consolidated results of operations, and financial position.
Read in the 10-K filed Sep 29, 2026 ↗
We increasingly incorporate artificial intelligence, machine learning, and generative artificial intelligence technologies into our operations, products, and services, including in areas such as [vehicle image capture and condition assessment, total loss and valuation determinations, pricing and analytics, fraud detection, member and customer support, and internal productivity tools]. These technologies are complex, rapidly evolving, and involve significant uncertainty. Competitors or new market entrants may develop or deploy them more quickly or effectively than we do, eroding our competitive position, and if our investments do not perform as expected or we cannot integrate them in a timely, cost-effective, secure, or responsible manner, we may not realize the efficiencies, revenue, or other benefits we anticipate.
Read in the 10-K filed Sep 29, 2026 ↗
Artificial intelligence is also the subject of rapidly evolving and fragmented laws, regulations, and industry standards in the United States and internationally, addressing transparency, data usage, automated decision-making, consumer protection, and discrimination. These requirements are uncertain, may conflict across jurisdictions, and may require us to change our practices, restrict our ability to develop or deploy these technologies, or increase our compliance costs and liability. Our failure to meet our responsibilities—or similar failures by the third-party providers that incorporate these tools into the products and services they provide us—could subject us to reputational harm, regulatory investigations or enforcement actions, fines and civil penalties, or litigation.
Read in the 10-K filed Sep 29, 2026 ↗
We use technology in substantially all aspects of our business operations, including internet and cloud-based systems and applications. We also use mobile devices, social networking, outside vendors, and various platforms to connect with our employees, suppliers, and residents. As we have incorporated and may continue to incorporate the use of generative artificial intelligence and other advancing technologies, any breach, interruption, or security failure of those technologies, or any non-compliance with applicable laws, could have a negative impact on our business operations, results of operations, financial condition, or reputation.
Read in the 10-K filed Feb 12, 2026 ↗
•Uncertainties with respect to the development, deployment, and use of artificial intelligence present new risks and challenges and could adversely affect our business and reputation.
Read in the 10-K filed Feb 18, 2026 ↗
Uncertainties with respect to the development, deployment, and use of artificial intelligence present new risks and challenges and could adversely affect our business and reputation.
Read in the 10-K filed Feb 18, 2026 ↗
We, along with many businesses in the biopharmaceutical industry, are adopting and exploring the use of artificial intelligence (AI) in our business, and as an emerging and rapidly evolving technology, our use of AI introduces potential opportunities but also presents risks that could adversely affect our operations, information security and reputation. For example, algorithms may be flawed; data sets may be insufficient, of poor quality, or contain biased information; and inappropriate or controversial data practices by data scientists, engineers, and end-users could impair results. If the analyses that artificial intelligence-based applications assist in producing are deficient or inaccurate, we could be subjected to competitive harm, potential legal liability and brand or reputational harm. Use of AI-based software may also lead to cybersecurity risks or the release of confidential proprietary information, including personal data, which may impact our ability to realize the benefit of our intellectual property or violate our internal policies, data protection laws or contractual requirements. The use of AI-based software may also result in unauthorized access of personal data or the intellectual property of third parties. The legal and regulatory landscape regarding the use of AI is rapidly evolving, including in the areas of intellectual property, cybersecurity, and privacy and data protection. Compliance may impose operational costs and limit our ability to use AI-based software, and failure to comply may result in potential government actions, litigation, fines, penalties or adverse publicity.
Read in the 10-K filed Feb 18, 2026 ↗
•evolving and increasingly sophisticated techniques used to breach or disrupt IT systems and infrastructure, including the use or exploitation of AI technologies by threat actors to accelerate, scale or personalize cyberattacks, which may increase speed and effectiveness and limit our ability to anticipate, detect or mitigate such threats;
Read in the 10-K filed Mar 2, 2026 ↗
•compliance with complex and evolving governmental laws and regulations, such as those governing AI;
Read in the 10-K filed Mar 2, 2026 ↗
•AI-native companies and emerging startups that leverage generative AI and large language models as the core foundation of their architecture, offering highly specialized, autonomous, or automated solutions that may bypass traditional business process workflows or displace established user interfaces;
Read in the 10-K filed Mar 2, 2026 ↗
We are increasingly building AI into many of our offerings, including generative and agentic AI. As with many technical innovations, AI offerings, such as Agentforce, and our Agentforce 360 Platform present additional risks and challenges that could affect customer adoption and therefore our business. For example, the development and deployment of AI offerings, including those involving information regarding our customers’ customers, raise emerging ethical, legal and operational considerations. If we enable or offer solutions that draw controversy due to their perceived or actual impact on human rights, privacy, employment or other social concerns, we may experience new or heightened governmental or regulatory scrutiny, investigations, enforcement actions, fines or penalties and reputational or competitive harm.
Read in the 10-K filed Mar 2, 2026 ↗
As we develop and deploy AI applications in our products and services, including in customer-facing contexts, the speed, scale and complexity of related data processing may increase. AI applications may be targeted or misused, or may perform in ways that are inaccurate, biased, unreliable or otherwise harmful, or that implicate personal or proprietary data in ways that may be difficult to anticipate, detect or control. Such issues could result in regulatory scrutiny, litigation, contractual disputes, loss of customer trust or reputational harm.
Read in the 10-K filed Mar 2, 2026 ↗
Inadequate or ineffective AI development, testing, deployment, content labeling, governance, monitoring or oversight, whether by us or others, could result in our AI applications not operating as intended or with reduced functionality, reduced acceptance of our products and services or diminished confidence in the decisions, predictions, analysis or other content that our AI applications produce. Such risks may be heightened as AI applications are integrated into a broader range of our products and services. This could subject us to regulatory scrutiny, competitive harm, legal liability and reputational damage.
Read in the 10-K filed Mar 2, 2026 ↗
We may rely in part on third-party models, datasets, cloud infrastructure or other technologies in developing or offering certain AI applications. Our reliance on such third parties exposes us to risks relating to performance, availability, security vulnerabilities, intellectual property claims, licensing restrictions, cost increases or changes in terms of service. If a third-party provider modifies, suspends or terminates access to its models, data or infrastructure, or if such technologies fail to perform as expected, our ability to offer, scale or support certain AI applications may be adversely affected, and we may incur additional costs to mitigate such impacts.
Read in the 10-K filed Mar 2, 2026 ↗
The rapid evolution of AI technologies and related regulatory requirements will require the allocation of significant resources to develop, test, monitor and maintain our products and services in order to comply with applicable laws and regulations and to address concerns relating to accuracy, bias, transparency, explainability, security and data provenance. Uncertainty surrounding new and emerging AI applications, including generative AI content creation and AI agents, may require additional investment in compliance programs, governance frameworks, licensing arrangements, documentation, auditing and risk mitigation processes, which may be complex, costly and could impact our profit margins. Moreover,
Read in the 10-K filed Mar 2, 2026 ↗
expansion of our AI capabilities to content generation, including through Agentforce and other generative AI offerings, introduces additional risks and responsibilities.
Read in the 10-K filed Mar 2, 2026 ↗
AI technologies may produce content that is inaccurate, misleading, biased, offensive or unsafe, and may implicate privacy, security or intellectual property rights, including through the generation of copyrighted or other protected material. If our customers or others rely on such content to their detriment, or if regulators or rights holders assert claims relating to AI-generated content, we may be exposed to litigation, regulatory investigations, enforcement actions, indemnification obligations, monetary penalties or other liabilities, or reputational harm. Developing, testing and deploying AI technologies may also increase the cost profile of our offerings due to the computing costs required. If we are unable to effectively mitigate these risks, or if our mitigation efforts result in excessive costs, our reputation, business, operating results and financial condition may be adversely affected.
Read in the 10-K filed Mar 2, 2026 ↗
These laws continue to evolve and expand, including through the adoption of new comprehensive data protection regimes such as India’s Digital Personal Data Protection Act 2023, and through the introduction of additional implementing rules and regulations in various jurisdictions. As a result, we and our customers may become subject to additional regulatory burdens. New EU laws, including the DSA, the Data Act and the AI Act, have also been adopted and, depending on how they are implemented, interpreted and enforced, may impose additional rules, restrictions or compliance requirements on the development, deployment or use of our products and services, including AI-enabled features.
Read in the 10-K filed Mar 2, 2026 ↗
The stock market in general, and the market for technology companies in particular, has historically been highly volatile. Accordingly, our stock price has been and is likely to continue to be subject to wide fluctuations. Our stock price could be affected by many factors, some of which are beyond our control, including: the factors described in this Item 1, Part 1A of this Annual Report; announcements or rumors by us or our competitors regarding technological innovations, new services or service enhancements, strategic alliances, mergers, other strategic acquisitions or significant agreements, customer additions, customer cancellations or delays in customer purchases; investor sentiment regarding AI-related business models, our competitors, and our industry in general; variations in our financial results and how those results compare to analyst expectations; changes to guidance or long-range targets, in the estimates of our operating results or in recommendations by securities analysts that follow our stock; variations in investors’ or analysts’ valuation metrics and modeling for our business; the issuance of, changes to, or our ability to meet or exceed, our forward-looking guidance and long-range targets, estimates or recommendations by analysts, or expectations of investors, analysts or others; the coverage of our business in the press, social media, and analyst community; the economy as a whole, geopolitical conditions, including global trade and health concerns, market conditions in our and our customers’ industries, and financial institution instability; trading activity by our stockholders, including institutional or activist investors; changes in the amounts and frequency of share repurchases or dividends; issuance of equity, debt or other convertible securities; changes to our credit ratings; and issues impacting our brand and reputation.
Read in the 10-K filed Mar 2, 2026 ↗
With respect to our products or services that incorporate AI Technologies, the market for such products and services is rapidly evolving and unproven in many industries, including our own, and important assumptions about the characteristics of targeted markets, pricing, sales cycles, cost, performance, and perceived value associated with our services or products may be inaccurate. Our failure to successfully develop and commercialize our products or services involving AI Technologies could harm our ability to expand our business; provide, improve and diversify our product offerings; continue our operations and efficiently manage our operating expenses; and respond effectively to competitive developments, which could adversely affect our business, results of operations, and financial condition.
Read in the 10-K filed Feb 26, 2026 ↗
Additionally, the scope of intellectual property protection in the field of AI and machine learning is currently under development, and there is uncertainty and ongoing litigation in different jurisdictions as to the degree and extent of protection warranted for AI and machine learning systems and their relevant system outputs. For example, the law is uncertain across jurisdictions regarding the copyright ownership of content that is produced in whole or in part by generative AI tools. If we fail to obtain protection for the intellectual property rights concerning our AI Technologies or their outputs that we seek to claim as proprietary, or later have our intellectual property rights invalidated or otherwise diminished, which could adversely affect our business, reputation and financial condition.
Read in the 10-K filed Feb 26, 2026 ↗
Further, the use of AI Technologies, whether by us or by third parties, may increase the risk that our data, intellectual property or confidential information will be inadvertently disclosed, which may result in reputational harm, competitive harm, or legal liability and adversely affect our business, results of operations, or financial condition.
Read in the 10-K filed Feb 26, 2026 ↗
The regulatory framework for AI Technologies is rapidly evolving as many federal, state and foreign government bodies and agencies have introduced or are currently considering additional laws and regulations. Additionally, existing laws and regulations may be enjoined in judicial proceedings from being enforced or may be interpreted in ways that would affect the operation of our AI Technologies, or could be rescinded or amended as new administrations take differing approaches to evolving AI Technologies. As a result, implementation standards and enforcement practices are likely to remain uncertain for the foreseeable future, and we cannot yet completely determine the impact future laws, regulations, standards, or market perception of their requirements may have on our business and may not always be able to anticipate how to respond to these laws or regulations.
Read in the 10-K filed Feb 26, 2026 ↗
Already, certain existing legal regimes (e.g., relating to data privacy) regulate certain aspects of AI Technologies, and new laws regulating AI Technologies have either entered into force in the United States and the EU in 2025 or are expected to enter into force in 2026.
Read in the 10-K filed Feb 26, 2026 ↗
For example, in Europe, the EU AI Act entered into force and established a comprehensive, risk-based governance framework for AI in the EU market. The majority of the substantive requirements will apply from August 2, 2026. The EU AI Act applies to companies that develop, use and/or provide AI in the EU and, depending on the use case, includes requirements around transparency, conformity assessments and monitoring, risk assessments, human oversight, security, accuracy, general purpose AI and foundation models and fines for breach of up to 7% of worldwide annual turnover. Once fully applicable, the EU AI Act will have a material impact on the way AI is regulated in the EU, and together with developing guidance and/or
Read in the 10-K filed Feb 26, 2026 ↗
decisions in this area, may affect our use of AI Technologies and our ability to provide, improve, or commercialize our services, and could require additional compliance measures and changes to our operations and processes.
Read in the 10-K filed Feb 26, 2026 ↗
It is possible that additional new laws and regulations will be adopted in the United States and in other non-U.S. jurisdictions, or that existing laws and regulations, including competition and antitrust laws, may be interpreted or enforced in ways that would limit our ability to use AI Technologies for our business, or require us to change the way we use AI Technologies in a manner that negatively affects the performance of our products, services, and business and the way in which we use AI Technologies. We may need to expend resources to adjust our products or services in certain jurisdictions if the laws, regulations, or decisions are not consistent across jurisdictions. Such an increase in operating expenses, as well as any actual or perceived failure to comply with such laws and regulations, could adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
Our ability to successfully develop, implement and utilize artificial intelligence and other emerging technologies is subject to numerous risks and uncertainties that could adversely affect our business, results of operations, financial condition and reputation.
Read in the 10-K filed Jul 29, 2026 ↗
We are increasingly utilizing artificial intelligence (AI), including generative AI, machine learning, automation and other emerging technologies across various aspects of our business, including customer service, sales and marketing, logistics and route optimization, supply chain management, operational processes, data analytics, software development and internal business functions. We also rely on third-party vendors, service providers and technology partners that utilize AI in products and services that support our operations. The successful deployment of these technologies depends on, among other things, our ability to identify appropriate use cases, maintain high-quality data, develop and implement effective governance and control frameworks, manage costs, protect confidential information and comply with evolving legal and regulatory requirements.
Read in the 10-K filed Jul 29, 2026 ↗
The development, implementation and use of AI technologies present a number of risks. AI systems may produce inaccurate, incomplete, biased, misleading or otherwise flawed outputs, including decisions or recommendations that adversely affect our operations, customers, partners or employee-partners. Errors in AI-generated outputs may lead to operational inefficiencies, customer dissatisfaction, business disruptions, reputational harm, litigation, regulatory scrutiny or liability. In addition, our employee-partners or third parties may use AI technologies in ways that are inconsistent with our policies, contractual obligations or applicable laws.
Read in the 10-K filed Jul 29, 2026 ↗
The regulatory environment governing AI is rapidly evolving in the U.S. and internationally. Existing and new laws, regulations, industry standards and governmental guidance relating to AI, data privacy, cybersecurity, intellectual property, transparency, consumer protection, employment practices and automated decision-making may increase our compliance costs, restrict our ability to develop and deploy AI solutions, require changes to our business practices or expose us to regulatory investigations, enforcement actions, penalties or litigation.
Read in the 10-K filed Jul 29, 2026 ↗
Our use of AI technologies also may increase cybersecurity, privacy and data protection risks. AI systems may process large volumes of proprietary, personal, customer, supplier and employee-partner information, and failures in the design, implementation or oversight of such systems could result in the unauthorized disclosure, misuse, loss or corruption of data. Additionally, threat actors may utilize AI to develop increasingly sophisticated cyberattacks, phishing campaigns, malware, fraud schemes, social engineering techniques and other malicious activities targeting the Company, our customers, suppliers and employee-partners.
Read in the 10-K filed Jul 29, 2026 ↗
Further, AI technologies raise complex intellectual property and ownership issues. We may face claims alleging that AI-generated content, models, tools or outputs infringe, misappropriate or otherwise violate the intellectual property or proprietary rights of third parties. We may also encounter uncertainty regarding our ownership or ability to protect intellectual property created through the use of AI technologies.
Read in the 10-K filed Jul 29, 2026 ↗
In addition, competitors may develop or adopt AI capabilities more rapidly or more effectively than we do, which could impair our ability to compete, improve productivity, enhance customer experiences, attract talent or achieve expected returns on technology investments. The costs of developing, acquiring, maintaining and governing AI technologies may be significant, and the expected benefits may not be realized on a timely basis or at all.
Read in the 10-K filed Jul 29, 2026 ↗
If we are unable to effectively manage the risks associated with AI and other emerging technologies, including risks relating to data protection, cybersecurity, intellectual property, regulatory compliance, operational effectiveness, ethical use and reputational considerations, our business, financial condition, results of operations and reputation could be materially adversely affected.
Read in the 10-K filed Jul 29, 2026 ↗
Our use of artificial intelligence may not perform as expected and could expose us to technological, operational, legal, and reputational risks that could adversely affect our business, financial condition, and results of operations
Read in the 10-K filed Feb 18, 2026 ↗
We increasingly develop and deploy AI technology through third party generative AI platforms and internal software, in connection with our proprietary systems and customer experiences, including automated, self-service workflows, AI-enabled customer support tools, internal work efficiencies, and enhancement of our recruiting and hiring processes. These initiatives are complex, rapidly evolving, and inherently uncertain. There is no assurance that our AI capabilities will function as intended, deliver anticipated benefits, or scale cost-effectively. The performance, quality, and impact of AI models depend on numerous factors, including the availability and integrity of training data, model design, computational resources, integration with our operations and technology stack, and ongoing monitoring and governance. If our AI systems or those third party platforms we utilize underperform, produce inaccurate, incomplete, or biased outputs, hallucinate or fail under edge cases, degrade customer experiences, inadvertently disclose or misuse intellectual property, or otherwise fail to meet expectations, we could experience decreased conversion, operational disruptions, increased costs, reduced margins, customer dissatisfaction, negative publicity, or harm to our brand and competitive position. Increased use of AI may additionally result in cybersecurity, data privacy, and labor and employment risks.
Read in the 10-K filed Feb 18, 2026 ↗
The laws, rules, standards, and guidance relating to AI are developing rapidly and vary across jurisdictions. We may be subject to evolving requirements regarding transparency, fairness, explainability, safety, data usage and provenance, content integrity, consumer protection, and algorithmic accountability. If we use AI in ways that regulators view as unfair, deceptive, discriminatory, or otherwise noncompliant, we could face heightened scrutiny, investigations, enforcement actions, private litigation, or requirements to modify, suspend, or cease certain AI-enabled practices. To the extent AI touches areas implicating privacy, information security, intellectual property, credit and financing, or other regulated activities, we may incur additional compliance obligations and associated costs.
Read in the 10-K filed Feb 18, 2026 ↗
The development and deployment of AI requires ongoing investments in talent, infrastructure, data quality, tooling, and governance frameworks. These investments may be significant and may not result in improvements to growth, margins, or customer experience. We may need to devote additional resources to testing, monitoring, documentation, and controls to address emerging standards and mitigate model risks, including bias, fairness, and safety. If we are unable to develop, procure, integrate, or govern AI technologies effectively; if third-party AI providers or inputs are unavailable, unreliable, or more costly; if regulatory requirements materially constrain AI use; or if our AI initiatives otherwise fail to meet expectations, our business, financial condition, and results of operations could be adversely affected.
Read in the 10-K filed Feb 18, 2026 ↗
We also rely on third‑party service providers and vendors that process information on our behalf. We have limited ability to control their security and privacy practices, and contractual protections and due diligence may not prevent all incidents. A security incident at a third party could have similar adverse effects on us as an incident on our own systems. The use of AI tools and programs by new or existing vendors may also introduce unique vulnerabilities whose existence or exploitation could have a material adverse effect on our business or operations.
Read in the 10-K filed Feb 18, 2026 ↗
safe use of AI tools may not effectively protect proprietary information and any incidents of inadvertent disclosure could undermine our intellectual property rights.
Read in the 10-K filed Feb 18, 2026 ↗
The use of AI and related technology may also increase exposure to reputational, cybersecurity, data privacy, legal, regulatory and operational risks as AI technology rapidly evolves along with public opinion concerning the use of AI and the associated legal and regulatory framework. These risks include, but are not limited to, heightened exposure to cybersecurity incidents or the misuse of data during the integration of AI models and large data sets; increased potential liability and costs associated with complying with rapidly emerging regulatory frameworks; costs and competitive disadvantages associated with the failure to properly integrate AI into existing operations; and reputational harm caused by actual or perceived failures in the performance of AI or AI-related technology.
Read in the 10-K filed Feb 10, 2026 ↗
Chevron is incorporating artificial intelligence technologies into its processes and these technologies may present business, compliance, and reputational risks The company is increasingly utilizing artificial intelligence (“AI”) technologies in certain of its processes, information systems and various operations, and expects that AI will assume a more critical role in its operations over time. The use of AI technologies introduces certain risks to the company, including potential dependency on biased or incorrect AI outputs, new or enhanced regulatory requirements, litigation, privacy risks, cybersecurity risks, reputational harm, liability or other adverse consequences, any of which could adversely affect its business, financial condition and results of operations. Additionally, other unforeseen risks stemming from either the company’s or third-party service providers’ use and development of AI tools and technologies, or the company’s inability to adopt such technologies at the same pace as its competitors, may arise in the future that could adversely affect its business and results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
In addition, artificial intelligence technologies have rapidly developed, and our business may be adversely affected if we cannot successfully integrate the technology into our internal business processes, products, and services in a timely, cost-effective, compliant, and responsible manner.
Read in the 10-K filed Dec 18, 2025 ↗
data analytics and AI, access to manufacturing capacity, and control of distribution channels.
Read in the 10-K filed May 22, 2026 ↗
effectively on price, accelerate product development, leverage advanced data analytics or AI, adapt to technological
Read in the 10-K filed May 22, 2026 ↗
analytics and AI, to prevent unauthorized access and to respond quickly and effectively to data security incidents.
Read in the 10-K filed May 22, 2026 ↗
increased use of AI‑driven tools, in ways that reduce traffic, increase customer acquisition costs, or otherwise
Read in the 10-K filed May 22, 2026 ↗
Risks related to our use of artificial intelligence technologies could adversely affect our business,
Read in the 10-K filed May 22, 2026 ↗
We and our third-party service providers are increasingly using AI, data analytics, and machine learning
Read in the 10-K filed May 22, 2026 ↗
Our use of AI, and the use of AI by third parties on which we rely, may introduce additional risks related to the
Read in the 10-K filed May 22, 2026 ↗
protection controls, as well as operational disruptions resulting from reliance on AI-driven outputs or systems that do
Read in the 10-K filed May 22, 2026 ↗
not perform as intended. In addition, the use of AI technologies in the creation or development of content, designs,
Read in the 10-K filed May 22, 2026 ↗
infringement of third-party intellectual property rights. The legal and regulatory landscape governing AI is rapidly
Read in the 10-K filed May 22, 2026 ↗
•regulatory or legal developments in the United States and other countries related to digital assets, blockchain and AI;
Read in the 10-K filed Mar 30, 2026 ↗
SOL is subject to technological obsolescence, including competition from emerging blockchain and artificial intelligence protocols.
Read in the 10-K filed Mar 30, 2026 ↗
The digital asset ecosystem is characterized by rapid technological innovation, short development cycles, and intense competition among Layer-1 blockchains and related infrastructure providers. Solana faces intense competition among existing protocols, such as Aptos and Sei, and new entrants that are currently being developed. Competitors may offer superior scalability, security, interoperability, decentralization, programmability and adoption, and may attract developers away from the SOL ecosystem. Advancements in AI and blockchain technology are likely to accelerate the development of such protocols, including the development of additional networks that natively integrate AI into consensus mechanisms and other core features. If SOL is unable to evolve to address such increased competition or if Layer-2 networks believe that Solana’s core technology stack is outdated or less attractive compared with other Layer-1 networks, Solana may be considered technologically obsolete by the next-generation of protocols. The decline in the Solana Network would materially impact the market value of SOL and adversely affect the value of our SOL treasury holdings and our stock price.
Read in the 10-K filed Mar 30, 2026 ↗
(p) Challenges, including the associated competitive pressures, with properly managing the development, implementation, oversight and use of AI.
Read in the 10-K filed Feb 26, 2026 ↗
In addition, a significant number of countries where we operate have enacted privacy or data protection laws, rules and regulations, many of which have extraterritorial scope, with significant penalties for non-compliance. For example, failure to comply with the requirements of the GDPR and the applicable national data protection laws of the EU member states and other states subject to the GDPR may result in fines of up to €20 million or up to 4% of total worldwide annual turnover for the preceding financial year, whichever is higher, and other administrative penalties. Please see “Item 1. Business—Regulatory Matters” for additional information. Data privacy regulation and enforcement continues to evolve, with recent, increased focus on topics such as the use of AI, biometrics and surveillance technologies.
Read in the 10-K filed Feb 24, 2026 ↗
Attacks upon systems across a variety of industries, including industries related to digital assets, are increasing in frequency, persistence, and sophistication, and, in many cases, are being conducted by sophisticated, well-funded and organized groups and individuals, including state actors. Emerging risks, such as AI-driven cyberattacks and the potential for quantum computing, could introduce new vulnerabilities in our systems, potentially rendering traditional cryptographic techniques less effective and exposing us to more sophisticated forms of cyberattacks. The techniques used to obtain unauthorized, improper or illegal access to systems and information (including personal data and digital assets), disable or degrade services, or sabotage systems are constantly evolving, may be difficult to detect quickly, and often are not recognized or detected until after they have been launched against a target. Novel methods, such as those utilizing AI or quantum computing, may be even more difficult to detect and defend against. These attacks may occur on our systems or those of our third-party service providers or partners. We may experience breaches of our security measures due to human error, malfeasance, insider threats, system errors or vulnerabilities or other irregularities. In particular, unauthorized parties have attempted, and we expect that they will continue to attempt, to gain access to our systems and facilities, as well as those of our partners and third-party service providers, through various means, such as hacking, social engineering, phishing and fraud. Threats can come from a variety of sources, including criminal hackers, hacktivists, state-sponsored intrusions, industrial espionage, and insiders. In addition, certain types of attacks could harm us even if our systems are left undisturbed. For example, certain threats are designed to remain dormant or undetectable, sometimes for extended periods of time, or until launched against a target and we may not be able to implement adequate preventative measures. Further, there has been an increase in such activities due to the increase in work-from-home arrangements since the onset of the COVID-19 pandemic. The risk of cyberattacks could also be increased by cyberwarfare in connection with geopolitical conflicts, such as the ongoing Russia-Ukraine conflict, including potential proliferation of malware into systems unrelated to such conflicts. As of the date of this Annual Report, neither we nor any of our service providers has experienced a security breach or cyberattack that has materially impacted our digital asset holdings, financial condition or operating results; however, any future breach of our operations or those of our service providers or others in the digital asset industry could materially and adversely affect our business.
Read in the 10-K filed Feb 27, 2026 ↗
As artificial intelligence becomes more prevalent in the workplace, it may present new considerations that could affect our business and operating results.
Read in the 10-K filed Feb 13, 2026 ↗
As artificial intelligence becomes more prevalent in the workplace, it may present new considerations that could affect our business and operating results.
Read in the 10-K filed Feb 13, 2026 ↗
We have begun leveraging AI and machine learning capabilities for our employees to use in their day-to-day operations. Inadequate investment in or unsuccessful development of those AI capabilities may result in us lagging behind our competitors in terms of improving operational efficiencies. Implementation of these technologies may involve challenges such as potential shortages in required data to train internal AI models, scarcity of skilled talent to effectively deploy internal AI initiatives, or the possibility that AI tools we develop or utilize may not achieve their desired or intended benefits performance or cost-efficiency objectives. Use of third-party AI tools may introduce information security, data privacy and legal or regulatory risks. Failure to properly manage these risks could negatively impact our business, reputation and operating results.
Read in the 10-K filed Feb 13, 2026 ↗
We use, and may over time increase the usage of, artificial intelligence and machine learning in our business, and challenges with properly managing its use could adversely affect our business.
Read in the 10-K filed Mar 16, 2026 ↗
We utilize artificial intelligence-enabled technologies in our business, and advancements in technology may allow us to expand the use or applications of artificial intelligence, including generative artificial intelligence, into key operational and/or administrative aspects of our business in the future. Our competitors or other third parties may incorporate artificial intelligence into their businesses more quickly or more successfully than us, which could impair our ability to compete effectively and adversely affect our results of operations. Additionally, if the types of information that artificial intelligence applications assist in producing are or are alleged to be deficient, inaccurate, or biased, our business, financial condition, and results of operations may be adversely affected. Furthermore, generative artificial intelligence presents emerging ethical issues and could negatively impact our customers and associates. If our use of generative artificial intelligence becomes controversial or is inaccurate or ineffective, our reputation and competitive position could be adversely affected. The rapid evolution of artificial intelligence, including potential government regulation of artificial intelligence, may require significant resources to develop, test and maintain our implementations of artificial intelligence.
Read in the 10-K filed Mar 16, 2026 ↗
•new or emerging technologies, such as artificial intelligence and automation, that introduce advanced computational technologies into tenants’ research and development programs, which could accelerate and streamline a number of research and development functions and lead to a reconfiguration in space requirements by our tenants or decrease in demand for space over time.
Read in the 10-K filed Feb 3, 2026 ↗
Artificial intelligence is increasingly driving innovations. As a result, an increasing part of implementing, operating and maintaining efficient and effective systems, technologies or processes may require the adoption of new technology and analytics that utilize artificial intelligence technologies. The use of these technologies presents certain distinct risks in part due to the novel and rapidly evolving nature of artificial intelligence and the laws and regulations that govern its use. The failure to incorporate legal requirements related to the use (or misuse) of technology, including artificial intelligence, into our internal standards could subject us to risk of regulatory actions, private party litigation and other potential liability. This dynamic environment increases the complexity of any adoption and implementation of both artificial intelligence technologies, as well as the associated governance, compliance and operational infrastructure required to responsibly and successfully utilize these technologies. As an example of this complexity, implementation and adoption risks include, among other things, potential design defects, defects in the development of algorithms or other technologies, biased data/discrimination, potential security breaches or unauthorized access to or use of PHI, failure to comply with certain state requirements or training of the model on DaVita data, insufficient human oversight or intentional or unintentional misuse, or human user error. While we have made and expect to continue to invest significant resources in the implementation of these new artificial intelligence technologies, this complexity increases execution risk and there can be no assurances that the technology will be successfully implemented in all cases for their intended purposes.
Read in the 10-K filed Feb 11, 2026 ↗
We Face Risks Associated with Artificial Intelligence and Other Emerging Technologies
Read in the 10-K filed Feb 18, 2026 ↗
We increasingly use artificial intelligence (“AI”) and other emerging technologies to improve our business processes, including through the integration of various AI tools into certain of our information systems. However, we may not properly implement these technologies into our business, and there can be no assurance that we will realize the anticipated efficiency gains or other benefits from their adoption. Failure to effectively integrate AI and other emerging technologies into our operations could put us at a competitive disadvantage to other oil and gas companies who have more successfully implemented such technologies. In addition, the use of AI presents certain risks, including, among other things: (i) the generation of and reliance upon inaccurate, misleading or otherwise flawed content in our business processes, (ii) the unauthorized use or disclosure of confidential or proprietary information and (iii) potential exposure to new or enhanced governmental or regulatory scrutiny, all of which could negatively impact our business.
Read in the 10-K filed Feb 18, 2026 ↗
Moreover, we are subject to various operational, compliance, and reputational risks associated with our adoption and utilization of AI technologies, including inaccurate or unpredictable outputs, such as errors or hallucinations, that may impair decision‑making, disrupt operations, or expose sensitive information. Integrating AI into our systems may also expand our cybersecurity attack surface, increasing exposure to data breaches, loss of intellectual property, or inadvertent disclosure of confidential data. Although we have taken steps intended to mitigate risks related to our use of AI, there can be no assurance that our use of AI will yield the anticipated benefits or that we will be able to effectively mitigate the associated risks. Externally, the rapid adoption of AI by competitors and malicious actors heightens risks as threat actors leverage AI to execute more sophisticated cyberattacks and social‑engineering campaigns, while competitor use of AI may accelerate innovation cycles and intensify competitive pressures. Any of these events could have a material adverse effect on our business, financial condition and results of operations.
Read in the 10-K filed Feb 12, 2026 ↗
•We may not be able to keep pace with technological changes, including emerging AI technologies, and with changes in consumer demands and expectations.
Read in the 10-K filed Feb 19, 2026 ↗
The businesses and markets in which we operate are intensely competitive. We compete with a wide and growing variety of online and offline businesses that provide similar goods and services across numerous industries and geographies in which we operate, including traditional retail, e-commerce, live commerce, advertising, search engines, social media, and AI-powered tools (such as agents and chatbots).
Read in the 10-K filed Feb 19, 2026 ↗
•Third-party search may direct consumers to our competitors – We use product search engines and paid search advertising to help users find our sites, and consumers increasingly use horizontal search engines, shopping comparison sites and newer technologies like AI chatbots to find products, but these services also have the potential to divert users to other online shopping destinations.
Read in the 10-K filed Feb 19, 2026 ↗
Our business model is dependent upon consumer engagement and spending, which is difficult to predict and which can vary materially due to many factors, including macroeconomic conditions (such as job losses, inflation, changes in tax liabilities, access to credit, changes in global trade and tariff policies, recessionary fears, general economic uncertainty, and changes in consumer confidence); geopolitical events and events that capture public attention (such as war, the threat of war, social or political unrest, or terrorist activity); natural and human caused disasters and the impact of climate change (such as earthquakes, hurricanes, droughts, flooding, wildfires, sea level rise, and increased energy and shipping costs); power shortages or outages; major public health issues and pandemics; seasonal and potentially non-durable buying and selling trends; general shifts in the cultural appetite for re-commerce; our promotional and marketing campaigns; and new technologies (such as live commerce and AI shopping agents). For example, we saw significant changes to consumer spending throughout 2025 as our users around the world adjusted to changing global trade policies and tariffs. In addition, over the years, we have experienced numerous non-durable spikes in demand as buyers chase the latest popular items. We rely on unique inventory from our sellers from around the globe to generate buyer interest in our platforms and any of the foregoing factors can also impact the amount of inventory sellers make available on our platforms, which can materially and negatively impact buyer spending.
Read in the 10-K filed Feb 19, 2026 ↗
We may not be able to keep pace with technological changes, including emerging AI technologies, and with changes in consumer demands and expectations.
Read in the 10-K filed Feb 19, 2026 ↗
As new technologies emerge and are adopted within our industry, we also face the risk that laws and regulations will impact our ability to develop and implement technologies in a timely, effective and compliant manner. Certain jurisdictions have enacted, or are considering the enactment of, comprehensive or targeted legal frameworks specifically related to or implicating AI technologies, often in a disparate or conflicting manner. Any failure or perceived failure by us or our service providers to comply with such requirements, if applicable, could lead to legal liability, litigation, regulatory investigations, compliance issues, or reputational or other harm, all of which could negatively affect our financial performance and business reputation. For example, the European Union’s comprehensive Artificial Intelligence Act (“EU AI Act”), which lays out the parameters for AI systems where non-compliance can result in fines up to 35 million euros or 7% of global turnover, came into force in August 2024. AI regulation is also expanding in the United States, with AI-focused laws expected to take effect in 2026 in states such as California and Colorado. AI regulations in certain of our most important markets, including the United States and
Read in the 10-K filed Feb 19, 2026 ↗
As the number of intellectual property owners and products in the software industry increases and the functionality of these products further overlaps, and as we acquire technology through acquisitions or licenses, we may become increasingly subject to patent suits and other infringement claims, including copyright, and trademark infringement claims. For example, the intellectual property ownership and license rights surrounding AI technologies, including Gen AI, have not been fully addressed by U.S. courts or by U.S. or international laws or
Read in the 10-K filed Feb 19, 2026 ↗
regulations, and the use or adoption of third-party Gen AI technologies, and their related datasets, into our products and services may result in claims of intellectual property infringement or misappropriation, or in the inability to enforce our rights against third parties, which could in each case harm our business and financial results.
Read in the 10-K filed Feb 19, 2026 ↗
Stakeholder expectations surrounding the responsible use of AI continue to grow as data center growth associated with new AI technologies can create negative environmental and social impacts. This includes increased use of natural resources such as electricity and water, as well as impacts to communities located near AI data
Read in the 10-K filed Feb 19, 2026 ↗
center operations. Failure to identify and address these stakeholder concerns and evolve corporate policies regarding the responsible use of AI may create reputational harm for eBay or otherwise damage brand value, which could negatively impact our business.
Read in the 10-K filed Feb 19, 2026 ↗
AI is an emerging area of technology that has the potential to impact various aspects of the Companies’ business operations and customer interactions. Generative AI technologies are still in their early stages of development and deployment. Ineffective or inadequate AI development or deployment practices by the Companies or third-party vendors could result in unintended consequences. While the Companies seek contractual protections with third-party vendors regarding the use of AI technology, the Companies may not have full awareness of, or control or visibility over, the quality, performance, security or compliance of the products and services that incorporate AI-related technology used by such vendors. AI algorithms that the Companies or their third-party vendors use may be flawed or may be based on datasets that are biased or insufficient. These limitations or failures, or inaccurate results generated as a result of the Companies’ employees’, contractors’ or vendors’ use or misuse of AI technologies could lead to operational interruptions or otherwise adversely affect the Companies’ businesses, reputation or financial results. Developing, testing, and deploying resource-intensive AI systems may require additional investment and increase the Companies’ costs. In addition, the rapidly evolving nature of AI technologies may cause new laws and regulations to be enacted which could dramatically affect business practices, including the costs to comply with such new laws and regulations. The future development of AI technologies and the nature of any related new laws and regulations, and their costs and consequences, cannot be reasonably predicted at this time.
Read in the 10-K filed Feb 19, 2026 ↗
•data privacy, consumer protection and artificial intelligence laws and regulations;
Read in the 10-K filed Feb 19, 2026 ↗
artificial intelligence and additional countries and U.S. states are expected to enact comprehensive artificial intelligence regulatory framework statutes. There are also pending legislative proposals to regulate business use and development of artificial intelligence and machine learning technologies which, if enacted, could impose new legal requirements addressing among other issues, privacy, discrimination and human rights.
Read in the 10-K filed Feb 19, 2026 ↗
Further, because of the expected growth and opportunity related to AI, we anticipate significant investments in the data center industry by both current competitors and new investors and companies looking to capture this opportunity. If Equinix is unable to compete against these new market entrants, or capture a proportionate share of these investments, we could lose market share during this expected period of growth. We also must compete against certain of these competitors to secure the land and power needed for our expansion plans.
Read in the 10-K filed Feb 11, 2026 ↗
We are increasingly integrating artificial intelligence (AI) into our operations, and while these technologies offer operational benefits, they also introduce significant risks that could adversely impact our business and results of operations.
Read in the 10-K filed Feb 17, 2026 ↗
We deploy AI tools and models in areas such as weather forecasting, grid planning, asset management, customer service and internal support functions. This deployment is overseen by an internal governance and oversight committee, which has established policies and procedures and reviews and approves the use of AI throughout the organization. AI systems may produce inaccurate, biased or otherwise unreliable forecasts or recommendations due to flawed algorithms, limited training data or unforeseen conditions which could result in service disruptions, regulatory penalties and reputational harm. Evolving AI regulations may impose new compliance and reporting obligations or restrict usage and stakeholders may raise concerns about transparency, bias, and accountability. Despite implementing a governance framework and policies and controls in place related to AI use, including human oversight of critical decisions and outputs, these risks could negatively affect operations, expose us to litigation or regulatory penalties or fines, increase costs and impair our ability to meet customer expectations, which could have a material adverse impact on our financial position, results of operations, and cash flows.
Read in the 10-K filed Feb 17, 2026 ↗
Furthermore, we use artificial intelligence technologies in our business and there are significant information technology risks involved in maintaining and deploying these technologies. There can be no assurance that our investments in such technologies will always enhance our services or be beneficial to our business, including our efficiency or profitability. In particular, if the models underlying our artificial intelligence technologies are: incorrectly designed or implemented; trained or reliant on incomplete, inadequate, inaccurate, biased or otherwise poor quality data; used without sufficient oversight, governance or in violation of our internal guidelines, policies and procedures; and/or adversely impacted by unforeseen defects, technical challenges, cybersecurity threats, data privacy concerns, or material performance issues, the performance of our services and business, as well as our reputation, could suffer or we could incur liability resulting from the violation of laws or contracts to which we are a party or civil claims.
Read in the 10-K filed Feb 20, 2026 ↗
Risks and uncertainties related to the development and use of artificial intelligence may present business, compliance and reputational risks.
Read in the 10-K filed Feb 26, 2026 ↗
Recent technological advances in artificial intelligence (AI) and machine-learning technology have presented opportunities for us to drive internal efficiencies in our business operations, but they also pose risks to us. If we fail to keep pace with rapidly evolving technological developments in AI, our competitive position and business results may suffer, particularly if our competitors more effectively use AI to drive their business efficiencies or create new or enhanced products or services that we are unable to compete against on cost, quality or other attributes. However, the introduction of AI technologies, particularly generative AI, into internal processes and/or new and existing offerings may result in new or expanded risks and liabilities, including due to enhanced governmental or regulatory scrutiny, litigation, compliance issues, ethical concerns, confidentiality or security risks, as well as other factors that could adversely affect our business, reputation, and financial results. Furthermore, any confidential information that is disclosed to a third-party generative AI platform could be leaked or disclosed to others, which could result in loss or theft of intellectual property, as well as subject us to risks related to intellectual property infringement or misappropriation, data privacy and cybersecurity. Moreover, the use of AI may give rise to risks related to harmful content, accuracy, and bias, which could expose us to risks related to inaccuracies or errors in the output of such technologies. The rapidly evolving legal and regulatory environment relating to AI, in the United States and globally, could also impact Eaton’s implementation of AI technology, and increase compliance costs and the risk of non-compliance.
Read in the 10-K filed Feb 26, 2026 ↗
Eaton’s success depends in part on our ability to anticipate and offer products and services that appeal to the changing needs and preferences of our customers in the various markets we serve. Developing new products and service offerings requires high levels of innovation, and the development process is often lengthy and costly. If we are not able to anticipate, identify, develop, and market products that respond to changes in customer preferences and emerging technological and broader industry trends, including the adoption and integration of artificial intelligence, demand for our products could decline.
Read in the 10-K filed Feb 26, 2026 ↗
The Evergy Companies are experiencing current and projected load demands that exceed recent experience, creating a business need for new power generating resources and transmission facilities. Much of this demand is driven by interconnecting with and providing power to data centers and large load customers to serve an increasingly digital economy and to support artificial intelligence. The business and capital investment plans of the Evergy Companies are focused on meeting these current and projected needs. If these increased demands for electricity do not occur as projected or are not sustained as projected, for any reason, it could have a material adverse effect on the Evergy Companies' financial results.
Read in the 10-K filed Feb 19, 2026 ↗
•Use of, or failure to effectively and timely utilize, emerging technologies, including artificial intelligence (“AI”)
Read in the 10-K filed Feb 25, 2026 ↗
Our use of, or our failure to effectively and timely utilize, emerging technologies, including AI, could adversely impact our business and financial results.
Read in the 10-K filed Feb 25, 2026 ↗
We use AI and other emerging technologies in various facets of our operations and our business. The legal and regulatory landscape surrounding AI technologies is rapidly evolving and uncertain. The rapid advancement of these technologies entails risks, including potential deficiencies in AI-generated information and increased regulatory, cybersecurity, privacy, intellectual property and data-related risks. Another risk may arise if we are unable to timely utilize AI for technological innovation and business operation efficiency in a manner that is faster and more effective than our competitors. In addition, compliance with new or changing laws, regulations or industry standards relating to AI may impose significant costs on us and limit our ability to effectively develop, deploy or use AI technologies. Furthermore, if we are unable to effectively manage the use of AI technologies by our employees and service providers, our confidential information, intellectual property and reputation could be put at risk. Failure to appropriately respond to this evolving landscape may result in reputational, competitive and business harm as well as litigation and regulatory action and fines, penalties and expenses related thereto.
Read in the 10-K filed Feb 25, 2026 ↗
adversely affect our business, and may incorporate AI technologies into some of our products or processes.
Read in the 10-K filed Mar 11, 2026 ↗
•development in mathematics, technology, including in digital computing, artificial intelligence, algebraic
Read in the 10-K filed Mar 11, 2026 ↗
We may incorporate AI technologies into some of our products or processes. These technologies may present business,
Read in the 10-K filed Mar 11, 2026 ↗
latest technological developments into products, including AI. As the digital asset industry matures, we will continue to
Read in the 10-K filed Mar 11, 2026 ↗
evaluate opportunities where AI may offer benefits that enhance the Exodus Platform for both existing and potential future
Read in the 10-K filed Mar 11, 2026 ↗
products, as well as our processes. AI can pose significant business, compliance, or reputational risks due to both potential
Read in the 10-K filed Mar 11, 2026 ↗
existing flaws within AI models or the evolving regulatory landscape in the various jurisdictions where the Exodus
Read in the 10-K filed Mar 11, 2026 ↗
Public AI failures, inadequate AI governance, recordkeeping or auditability failures, data privacy violations, intellectual
Read in the 10-K filed Mar 11, 2026 ↗
property leakage, or loss of human judgment are some of the risks that AI technologies may pose to our business as we
Read in the 10-K filed Mar 11, 2026 ↗
AI in instances where a jurisdiction imposes new laws or regulations that cause us to change or eliminate the way we may
Read in the 10-K filed Mar 11, 2026 ↗
already use AI within the Exodus Platform prior to such changes in laws or regulations. In such instances, we may be
Read in the 10-K filed Mar 11, 2026 ↗
required to decrease or completely eliminate some products or AI-dependent features within products, resulting in lower
Read in the 10-K filed Mar 11, 2026 ↗
large online companies, including in search, social media, marketplace, Gen AI, and ride sharing;
Read in the 10-K filed Feb 13, 2026 ↗
traditional travel agencies, corporate travel management service providers, wholesalers, and tour operators; companies offering AI agents powered by Gen AI that can perform or facilitate travel-related services, such as digital assistants; and B2B businesses offering competing software solutions and technology services, including those of other online travel agencies and global distribution systems.
Read in the 10-K filed Feb 13, 2026 ↗
The rapid emergence and adoption of generative and agentic AI is likely to further intensify competition for our services from established technology companies and new market entrants who may deploy AI-driven travel search, planning, and booking capabilities more effectively or rapidly than we can. If we are unable to successfully innovate and integrate advanced AI capabilities into our own products, or if consumer behavior shifts toward AI-driven platforms where we lack a significant presence, we may experience a loss of market share, reduced direct-booking rates, and increased marketing expenses as we compete for visibility. Any failure to effectively navigate this "agentic" revolution could have a material adverse effect on our business, financial condition, and results of operations.
Read in the 10-K filed Feb 13, 2026 ↗
Our use of AI technologies in our products, services and operations present significant risks that could materially harm our business, reputation and financial performance.
Read in the 10-K filed Feb 13, 2026 ↗
announcements by us or competitors relating to the development or implementation of AI technologies;
Read in the 10-K filed Feb 13, 2026 ↗
The use of, or inability to take advantage of the benefits of, artificial intelligence by us presents risks and challenges that may adversely impact our business and operating results or may adversely impact the demand for storage with the Company.
Read in the 10-K filed Feb 20, 2026 ↗
We have begun and may continue to use artificial intelligence and machine learning (collectively, “AI”) tools in our operations. We use AI in assessing marketing decisions and operating our stores. However, there can be no assurance that we will realize the desired or anticipated benefits, or any benefits, and we may fail to properly implement such technology. While AI tools may facilitate optimization and operational efficiencies, they also have the potential for inaccuracy, bias, infringement or misappropriation of intellectual property. The use of AI tools may introduce errors or inadequacies that are not easily detectable, including deficiencies, inaccuracies, or biases in the data used for AI training, or in the content, analyses, or recommendations generated by AI applications. Additionally, if our peers use AI tools to optimize operations and we fail to utilize AI tools in a comparable manner, we may be competitively disadvantaged.
Read in the 10-K filed Feb 20, 2026 ↗
New laws and regulations are being adopted, and existing laws and regulations may be interpreted, in ways that could affect our business operations and the way in which we use AI. Our ongoing efforts to comply with privacy and data protection laws, as well as initiatives to comply with new legal regulations relating to privacy, data protection and AI, impose significant costs and challenges that are likely to increase over time. Additionally, this complex and rapidly evolving landscape around AI may expose us to claims, inquiries, demands and proceedings by private parties and global regulatory authorities and subject us to legal liability as well as reputational harm.
Read in the 10-K filed Feb 20, 2026 ↗
Uncertainty around the safety and security of new and emerging AI applications may require additional investment in the development of proprietary datasets, machine learning models and systems to test for security, accuracy, bias and other variables, which are often complex, may be costly and could impact our operating results. Cybersecurity threat actors may also utilize AI tools to automate and enhance cybersecurity attacks against us and could lead to data breaches, loss of confidential or sensitive information, and financial or reputational harm.
Read in the 10-K filed Feb 20, 2026 ↗
Additionally, the development, deployment and use of artificial intelligence (“AI”) and machine learning in our operations and those of our service providers and partners could introduce new risks, including increased exposure to cybersecurity threats and social engineering, inadvertent disclosure or misuse of confidential, proprietary or personal information, errors, bias or other unexpected outcomes in AI outputs used for operational decision‑making, and evolving and potentially divergent regulatory requirements that may restrict certain uses of AI or increase compliance costs. AI adoption may require significant investment, specialized talent and access to high‑quality data, and our competitors may adopt AI more effectively than we do. Failures or limitations in AI tools, misuse by employees or third parties, or disruptions or breaches involving AI‑enabled systems could adversely affect our business, reputation, financial condition and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
Rapid growth in AI-related data centers and other high‑intensity computing is materially increasing regional electricity demand and straining grids, which—together with extreme weather conditions, intermittent renewable generation, and other market constraints—can reduce power availability, increase prices (including scarcity pricing), and cause outages. Reduced power reliability could disrupt our drilling, completion, and production activities; impair midstream operations; hinder remote monitoring and data integrity; and force suspensions or shutdowns or unplanned spending on backup power and communications, any of which could have a material adverse effect on our business and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
We may not be successful in adopting and integrating emerging technologies. Our ability to maintain and enhance our competitive position depends in part on our capacity to adopt and integrate emerging technologies, including AI and advanced analytics, into our operations, customer solutions, and supply chain management. If we fail to identify, develop, or implement relevant technologies in a timely and cost-effective manner, or if such technologies do not deliver the anticipated benefits, our business operations, customer experience, and financial performance could be adversely affected. Additionally, our competitors may leverage these technologies more effectively, which could result in a loss of market share. The evolving regulatory landscape surrounding AI and data usage may also introduce compliance risks and additional costs. These factors could materially and adversely impact our business, financial condition, and results of operations.
Read in the 10-K filed Feb 5, 2026 ↗
Cyber-attacks continue to evolve in sophistication, frequency and volume, including as threat actors exploit generative and agentic AI to discover and exploit vulnerabilities at unprecedented speed and scale, and may be difficult to detect for long periods of time. Our protective measures, and those of the third parties to which we are connected, may not be effective, and a failure by our clients or third-party providers to notify us of an incident in a timely manner could delay our response and increase the resulting harm. As a result, we may not be able to anticipate, prevent or detect all attacks, and we are exposed to heightened risks of cyber-attacks or other security incidents. In addition, future advances in computing, including quantum computing, could weaken or render obsolete the encryption and other security measures on which we and our third parties rely, including through the potential future decryption of data captured today.
Read in the 10-K filed Oct 20, 2026 ↗
Our business, and in particular our growth and our increasing use of AI, depends on access to data center capacity, power and computing resources, including specialized hardware, whether provided through our own facilities or, increasingly, through third-party cloud and data center providers. Demand for these resources has grown rapidly across the industry, driven in significant part by AI, and has contributed to constrained availability and rising costs. As our needs increase, we may be unable to procure sufficient capacity, power or computing resources when needed, in the locations we require, or on commercially acceptable terms, and we may face increased costs, delays in deploying new products and capabilities, or constraints on our ability to scale. Any of the foregoing could adversely affect our operations, margins and our ability to execute our strategy, and could have a material adverse effect on our business, financial condition or results of operations.
Read in the 10-K filed Oct 20, 2026 ↗
design, deploy and operate common, globally consistent AI systems, products and controls, and may require us to develop jurisdiction-specific approaches, restrict or delay the availability of certain AI capabilities in certain jurisdictions, or incur significant compliance costs. Because AI technology is highly complex and rapidly developing, it is not possible to predict all of the legal, operational or technological risks that may arise relating to our use of AI. Any of these issues could materially adversely affect our business, financial condition or results of operations.
Read in the 10-K filed Oct 20, 2026 ↗
AI technologies used in our products and processes may use or incorporate data from third-party sources, including information they input into the AI tools, which may expose us to risks associated with data rights and protection, such as risks associated with infringing, misappropriating or otherwise violating others’ intellectual property rights, and we may also be unable to protect our data from unintended use or access by third-party AI systems. Our ability to develop, commercialize and scale AI-enabled products and services depends in significant part on our ability to obtain and maintain sufficient rights to use data, including our own proprietary data, data licensed from third-party suppliers, and data contributed by or relating to our clients, for the training, fine-tuning, grounding, retrieval and output-generation functions of AI models and applications. If we are unable to secure data rights on commercially reasonable terms and at the scale required, we may be unable to fully realize the anticipated benefits of, or generate the expected revenues from, our investments in AI, our AI-enabled offerings may be delayed, constrained or rendered less competitive, and we may be exposed to claims of infringement, misappropriation or breach of contract, any of which could have a material adverse effect on our business, financial condition or results of operations.
Read in the 10-K filed Oct 20, 2026 ↗
Inadequate or inconsistent governance of our internal use of AI could expose us to security, operational, legal and reputational risks
Read in the 10-K filed Oct 20, 2026 ↗
We are rapidly expanding the use of AI technologies, including generative and agentic AI, across our products, internal systems and business processes. The pace of adoption may outpace the maturity of our governance, controls and oversight. If AI tools are adopted inconsistently or in a decentralized manner across our business, or are used outside of our established governance frameworks and approved environments, we may be exposed to increased operational, security, legal, regulatory and reputational risk.
Read in the 10-K filed Oct 20, 2026 ↗
The introduction of agentic AI, which can take autonomous actions across systems, may create new attack surfaces and novel security vulnerabilities that our existing controls were not designed to address. Our policies, controls and monitoring may not keep pace with the rapid evolution of these technologies or with emerging legal and regulatory requirements. Any failure to establish and enforce effective AI governance could result in security incidents, regulatory scrutiny or enforcement, litigation, harm to our reputation and client relationships, and could otherwise have a material adverse effect on our business, financial condition or results of operations.
Read in the 10-K filed Oct 20, 2026 ↗
We are undertaking a number of significant organizational, operational and strategic transformation initiatives, including changes to our organizational structure, reporting lines, leadership, product development organization, go-to-market approach, pricing models, and technology and data operations, as well as ongoing investment in AI. These initiatives are complex, are being pursued concurrently, and place substantial demands on management attention and on our workforce. In fiscal 2026, we appointed a new Chief Executive Officer, Chief Financial Officer, Chief People and Workforce Transformation Officer and Chief Technology Officer, among other leadership changes. Significant management transitions of this kind, particularly when they occur concurrently and alongside broader organizational change, involve inherent risk. Such transitions can be disruptive, may result in the loss of institutional or technical knowledge, may affect strategic continuity, execution and decision-making, and may take time to yield their intended benefits. Undertaking too many changes simultaneously, or failing to sequence, resource, prioritize or communicate them effectively, could overwhelm our capacity to execute, disrupt our ongoing business operations, degrade product quality, delivery or client service, and divert resources from revenue-generating activities.
Read in the 10-K filed Oct 20, 2026 ↗
Advances in AI may enable our clients and other third parties to build their own solutions and may reduce demand for our products and services
Read in the 10-K filed Oct 20, 2026 ↗
A significant portion of the value we provide derives from the interfaces, applications, workflows, analytics and connectivity through which we deliver data and functionality to our clients. Advances in generative and agentic AI can lower the cost, time and technical expertise required to aggregate and analyze data and to build software, and may make it increasingly feasible for our clients and other third parties to develop their own tools, interfaces and workflows, or to rely on lower-cost or more generalized AI applications, in place of our offerings. This risk may be accelerated by the growing adoption of standards and protocols that make it easier to connect data and AI models directly, potentially reducing the role of, or demand for, the application and delivery layers on which a substantial part of our business depends.
Read in the 10-K filed Oct 20, 2026 ↗
If clients choose to build or adopt such alternatives, they may reduce or discontinue their use of our products and services, or pressure us to change our pricing or the way we package and deliver our offerings. In addition, to the extent we make our data and capabilities more openly accessible through APIs, AI interfaces or other protocols in order to remain competitive and meet client demand, we may facilitate this substitution or make it more difficult to capture the full value of our offerings. Our efforts to adapt our products, delivery models and pricing in response to these developments may not be successful or timely, and any of the foregoing could reduce demand for our products and services and have a material adverse effect on our business, financial condition or results of operations.
Read in the 10-K filed Oct 20, 2026 ↗
We are increasingly utilizing AI within our operations. The development and deployment of AI technologies involve significant risks and uncertainties, and our ability to successfully implement and use AI technologies depends on a variety of factors, including the reliability, accuracy, security, and effectiveness of the technologies; the availability of qualified personnel and technical infrastructure; the performance of third-party vendors and service providers; evolving regulatory requirements and industry standards; and customer and market acceptance. AI technologies are rapidly evolving and may produce inaccurate, flawed, or unintended outputs or outcomes. Our use of AI may also increase risks related to cybersecurity, data privacy, intellectual property, confidentiality, regulatory compliance, and reputational harm. In addition, evolving laws, regulations, and governmental guidance relating to AI may require us to incur additional compliance costs, change our business practices, or limit our ability to develop or use AI technologies. Our competitors may also adopt AI technologies more quickly or more effectively than we do. Further, our investments in AI technologies may not improve our services, operations, efficiency, or profitability to the extent anticipated and may divert resources from other strategic initiatives. Any failure to successfully develop, implement, manage, or use AI technologies in a timely, compliant, and responsible manner could adversely affect our business, reputation, results of operations, or financial condition.
Read in the 10-K filed Jul 20, 2026 ↗
FERC, at the instruction of the U.S. Secretary of Energy, is also considering whether to develop regulations intended to speed interconnection of AI data centers and “hybrid” data center/electric generation facilities (collectively, “large loads”) to the transmission system. Final regulations, if any, from FERC are expected in the second quarter of 2026. To the extent the new regulations promulgated by FERC do not permit transmission utilities to fully recover costs associated with transmission network upgrades required to serve new large loads, our strategy of investing in transmission could be adversely affected.
Read in the 10-K filed Feb 18, 2026 ↗
•developers and providers of large language models, machine learning, and AI systems;
Read in the 10-K filed Nov 6, 2026 ↗
We expect competition from both established and emerging companies to continue to increase. This competition may include our customers developing their own scoring models or other products, including through the use of AI-based offerings, which could eliminate or reduce their purchases of our products and services. For example, our Scores segment faces competition from other credit score models, including VantageScore, which has experienced increased regulatory acceptance in the U.S. mortgage market. VantageScore is a product of a joint venture of TransUnion, Equifax, and Experian, the three major consumer reporting agencies from which we have historically derived a substantial portion of our revenues. We also face competition from other technologies, particularly with respect to AI-based offerings. For example, certain of our fraud solutions products compete against other methods of preventing payment card fraud, and our analytics and decisioning products increasingly compete against products from large language model developers.
Read in the 10-K filed Nov 6, 2026 ↗
•Laws and regulations relating to the development, provision, and use of AI and automated decision-making technologies (e.g., the EU AI Act and U.S. state AI laws);
Read in the 10-K filed Nov 6, 2026 ↗
We use artificial intelligence in our business, and challenges with properly managing its use could result in legal liability or reputational harm.
Read in the 10-K filed Feb 19, 2026 ↗
We believe that data, and the insights enabled by data, can be used to create or enhance the products and services that we offer to our clients. As a result, we are using, and expect to continue to expand our use of, artificial intelligence and machine learning in our product development processes, services and operations. The use of artificial intelligence technologies carries inherent
Read in the 10-K filed Feb 19, 2026 ↗
In 2025, we announced a strategic plan, referred to as the One Fiserv action plan, that focuses on: operating with a client-first mindset to win new enterprise clients and grow average revenue per client; building the pre-eminent small business operating platform through Clover; creating differentiated, innovative platforms in finance and commerce, including embedded finance and stablecoin; delivering operational excellence enabled by artificial intelligence; and employing disciplined capital allocation for the long-term. To successfully execute the plan, we must implement operational, technological and cultural changes across our organization, which may be difficult to do. In addition, although we have planned for a certain level of expense in implementing the plan, there are factors beyond our control that could cause the total amount or the timing of the expenses we may incur to be different than anticipated. As a result, the actual benefits of the plan may be less significant than anticipated. Furthermore, we may not be able to achieve expected benefits of the plan on our anticipated timeline or at all.
Read in the 10-K filed Feb 19, 2026 ↗
We expect to continue to make significant investments in research, development, and marketing for new and existing products, services, and technologies, including embedded finance, stablecoin and artificial intelligence based products and services. We may not achieve significant revenue from our investment in innovative platforms and product offerings for several years, if at all, due to regulatory uncertainty, competitors’ success with similar offerings, lack of demand from our customer base for these offerings, our inability to successfully integrate these offerings into our established platforms, or other factors. New products and services may not be profitable or may not achieve operating margins as high as we have experienced historically.
Read in the 10-K filed Feb 19, 2026 ↗
We are currently, and may in the future, be subject to claims, lawsuits and governmental inquiries arising from the operation of our business, including those related to new product releases, significant business transactions, employee matters, artificial intelligence activities, and regulation. As described in Note 17. Commitments and Contingencies - Litigation and Investigation Matters to our consolidated financial statements, we are also currently subject to federal securities law complaints, derivative complaints and governmental investigations. As we continue to expand our business and offerings, we may be subject to additional types of legal claims. Any claims asserted against us, regardless of merit or eventual outcome, may harm our reputation. Litigation could be costly, time-consuming and divert attention of our management and employees from daily operational needs. There is no guarantee that we will be successful in defending ourselves in pending or future litigation or similar matters under various laws. Adverse outcomes in some or all of these claims may result in significant monetary damages or injunctive relief that could adversely affect our ability to conduct our business. Litigation and other claims are subject to inherent uncertainties and management’s view of these matters may change in the future. An adverse impact to our financial condition and results of operations could occur for the period in which the effect of an unfavorable outcome becomes probable and reasonably estimable.
Read in the 10-K filed Feb 19, 2026 ↗
Failure, disruption, interruption or outage to any system may cause disruptions in critical business operations such as the ability to use accounting, deposit, loan, payment and other systems. It could also cause unfavorable effects to clients and customers, including delays or other disruptions in services, limitations on Fifth Third’s ability to collect data needed for its business, inability to settle or clear transactions, the possibility that fund transfers are completed erroneously and fraudulent transactions. While Fifth Third invests in automation and emerging technologies such as AI, to prevent, detect and remedy any interruptions or failures, manual oversight remains a critical component of its risk mitigation strategy. Exception handling and control testing are employed to help identify and remediate errors that may not be captured through automated processes. Despite these controls, failures are still possible and could result in operational disruptions or financial loss.
Read in the 10-K filed Feb 24, 2026 ↗
affects one segment of the financial services industry could also impact Fifth Third. The prospect that AI may be used to conduct attacks may make them more difficult to detect. Additionally, the growing sophistication of AI increases the risk of cyber-attacks.
Read in the 10-K filed Feb 24, 2026 ↗
New technological advancements, such as AI, may subject Fifth Third to additional risks.
Read in the 10-K filed Feb 24, 2026 ↗
AI may introduce Fifth Third to novel or intensified legal, regulatory, ethical, operational, reputational or other risks. AI models employed by Fifth Third or its service providers might be flawed due to improper design, implementation, or training or outputs based on data or algorithms that are incomplete, inadequate, misleading, biased or of poor quality. These flaws may not be easily identifiable. Additionally, there is no certainty that Fifth Third’s use of AI will successfully enhance its business operations or achieve its intended outcomes, and its competitors may adopt AI more swiftly or effectively than Fifth Third does.
Read in the 10-K filed Feb 24, 2026 ↗
AI usage is subject to a range of existing laws and regulations. AI is also expected to be governed by new laws and regulations, or new applications of existing laws and regulations. AI is under ongoing scrutiny by various governmental and regulatory bodies, with federal, state and international authorities either implementing or considering legal frameworks that could impact Fifth Third’s ability to leverage AI effectively. Fifth Third may find it challenging to predict and adapt to these rapidly evolving legal requirements. Additionally, if Fifth Third does not possess adequate rights to the data or algorithms underpinning its AI solutions, or the outputs they generate, Fifth Third could face liabilities for breaching applicable laws and regulations. The limited experience with novel AI algorithms or applications within financial services generally, coupled with the swift pace of technological advancements and the rapid adoption of AI by Fifth Third’s partners and competitors, may hinder Fifth Third’s ability to effectively mitigate or detect these risks. Any perceived or actual shortcomings in addressing AI-related concerns could adversely affect Fifth Third’s business and operations.
Read in the 10-K filed Feb 24, 2026 ↗
We face numerous and evolving cybersecurity risks that threaten the confidentiality, integrity and availability of our IT Systems and Confidential Information, including from diverse threat actors, such as state-sponsored organizations, opportunistic hackers and hacktivists, as well as through diverse attack vectors, such as social engineering/phishing, malware (including ransomware), malfeasance by insiders, human or technological error (including the misuse of artificial intelligence tools by our employees), and as a result of malicious code embedded in open-source software, or misconfigurations, bugs or other vulnerabilities in commercial software that is integrated into our (or our suppliers’ or service providers’) IT Systems, products or services. Because we make extensive use of third-party suppliers and service providers, such as cloud services that support our internal and customer-facing operations, successful cyberattacks that disrupt or result in unauthorized access to third party IT Systems can materially impact our operations and financial results. Remote and hybrid working arrangements at the Company (and at many third-party providers) also increase cybersecurity risks due to the challenges associated with managing remote computing assets and security vulnerabilities that are present in many non-corporate and home networks. Additionally, any integration of artificial intelligence in our or any service providers’ operations, products or services is expected to pose new or unknown cybersecurity risks and challenges. Any circumvention or failure of our cybersecurity defenses or measures could compromise the confidentiality, integrity, and availability of our customers’ own IT Systems and/or Confidential Information as well.
Read in the 10-K filed Feb 19, 2026 ↗
•Risks and uncertainties related to the development and use of artificial intelligence ("AI") could harm our business, damage our reputation, or give rise to legal or regulatory action.
Read in the 10-K filed May 20, 2026 ↗
well as start-up, customer qualification and production ramp-up costs. We may not be able to achieve or maintain market acceptance for any of our offerings in any of our current or target markets. Our success will also depend upon the level of market acceptance of our customers' end products, which incorporate our products, and over which we have no control. In particular, demand for our cloud and power infrastructure solutions serving data center applications is significantly influenced by continued investment in AI, machine learning, and high-performance computing infrastructure by our customers, particularly hyperscale cloud providers. Capital expenditure cycles among hyperscale cloud providers and other data center operators can be volatile and are influenced by factors outside our control. While overall market trends toward increased demand for compute capacity and power infrastructure driven by AI and cloud applications have supported recent growth, there can be no assurance that such trends will continue at current rates, or at all. Any reduction in the rate of AI adoption, shifts in customer investment priorities, or technological developments that reduce demand for high-density computing infrastructure would adversely affect demand for our products and services.
Read in the 10-K filed May 20, 2026 ↗
Risks and uncertainties related to the development and use of AI could harm our business, damage our reputation, or give rise to legal or regulatory action.
Read in the 10-K filed May 20, 2026 ↗
We are incorporating AI solutions into aspects of our business, including our manufacturing operations, design and engineering services, and internal processes, and we also rely on AI tools used by our employees, vendors, or other third parties. AI technologies are complex and rapidly evolving, and our business may be adversely affected if we are unable to successfully integrate AI into our operations, products, and services in a timely and cost-effective manner. AI is subject to increasing regulatory, legal, and ethical scrutiny, and its use may give rise to risks related to accuracy, bias, intellectual property infringement or misappropriation, data privacy, cybersecurity, and compliance with evolving laws and regulations.
Read in the 10-K filed May 20, 2026 ↗
Our personnel or third parties could, unbeknownst to us, misuse AI technology in ways that could result in the inadvertent disclosure of our confidential information or that of our customers. The use of AI can result in unintended consequences, including outputs that appear accurate but are factually incorrect, misleading, or otherwise flawed. If the AI tools we use or rely upon are deficient or unreliable, we could experience operational disruptions, increased costs, compliance challenges, reputational harm, or legal exposure. In addition, the adoption of AI and automation technologies may affect our workforce strategy, which could require us to retrain or redeploy employees, modify certain job functions, and navigate evolving regulatory and workforce expectations.
Read in the 10-K filed May 20, 2026 ↗
Any actual or perceived failure to comply with applicable data privacy or cybersecurity laws, related contractual obligations, or other data protection standards, whether by us, a third-party service provider, or another party, could result in government inquiries, regulatory investigations, significant fines and penalties, orders to cease or modify our data practices, damages for contract breach, and civil litigation, as well as harm to our reputation and market position. We may also be required to invest significant additional resources to comply with evolving cybersecurity and AI-related regulations and to modify and enhance our information systems and controls. Our liability insurance may not be sufficient in type or amount to cover us against all claims related to privacy violations or regulatory non-compliance.
Read in the 10-K filed May 20, 2026 ↗
Government authorities in the United States and other jurisdictions have enacted, proposed, or are considering laws and regulations relating to data center development and permitting, energy and water consumption, grid reliability, and environmental and community impacts. These regulatory developments may result in new requirements, delays, or restrictions on the development, expansion, or operation of data centers or related infrastructure by our customers and third-party facility operators. In particular, certain jurisdictions have imposed or are considering moratoria or pauses on new data center development, enhanced permitting and environmental review processes, requirements for data center operators to fund or share in the cost of grid or other utility upgrades, and operational restrictions relating to energy efficiency, water consumption, noise mitigation, or other community-impact measures. Such regulatory actions could increase our customers’ costs, delay or reduce their planned infrastructure investments, limit the scale or geographic location of data center deployments, or otherwise constrain their ability to deploy or expand AI, machine learning, and high-performance computing infrastructure. Given our Cloud and Power Infrastructure businesses’ exposure to data center development activity, any sustained reduction or delay in data center investment resulting from regulatory developments could materially and adversely affect demand for our products and services, our results of operations, and our financial condition.
Read in the 10-K filed May 20, 2026 ↗
Cloud services, content delivery and other networks, information systems and other technologies that we or our vendors or other partners use, including AI-enabled technologies and technology systems used in connection with the production and distribution of our content (the “Systems”), are critical to our business activities, and shutdowns or disruptions of, and cybersecurity attacks on, the Systems pose increasing risks. Disruptions to the Systems, such as computer hacking and phishing, theft, computer viruses, ransomware, worms or other destructive software, process breakdowns, denial of service attacks or other malicious activities, as well as power outages, natural or other disasters (including extreme weather), human error, terrorist and/or
Read in the 10-K filed Aug 6, 2026 ↗
potential increased costs for shipping and products, and potential delays and interruptions in the supply chain. We may face challenges in sourcing materials, fulfilling orders and managing logistics efficiently, which could ultimately affect our operations, financial performance and overall business continuity. For example, as a result of the rapid global build-out of AI infrastructure, there is currently a global shortage of memory chips, which are a component in certain of our products. As a result, we are currently experiencing, and may continue to experience, constraints on the availability of memory chips. If we are unable to obtain sufficient quantities of memory chips on commercially reasonable terms, we have experienced, and may continue to experience, delays in the production and delivery of our products and increased costs to source available memory chips, any of which could harm our business, financial condition and results of operations. To mitigate increased hardware costs resulting from these shortages, we are implementing price increases, which may negatively impact demand for our products and may not be sufficient or timely to offset rising input costs, potentially resulting in margin compression and adversely affecting our business, financial condition and results of operations.
Read in the 10-K filed Feb 25, 2026 ↗
The rapid evolution of AI, including potential government regulation of AI, may require significant additional resources related to AI in our solutions. Our AI-related initiatives may result in new or enhanced governmental or regulatory
Read in the 10-K filed Feb 25, 2026 ↗
Solana is subject to technological obsolescence, including competition from emerging blockchain and artificial intelligence protocols.
Read in the 10-K filed Dec 11, 2025 ↗
The digital asset ecosystem is characterized by rapid technological innovation, short development cycles, and intense competition among blockchains and related infrastructure providers. Solana faces intense competition among existing protocols, such as Aptos, Hyperliquid, Sei and Sui, the Ethereum Layer 2 blockchains such as Base, and new entrants that are currently being developed. Competitors may offer or develop superior scalability, security, interoperability, decentralization, programmability and adoption, and may attract developers away from the Solana ecosystem. Advancements in AI and blockchain technology are likely to accelerate the development of such protocols, including the development of additional networks that natively integrate AI into consensus mechanisms and other core features. If Solana is unable to evolve to address such increased competition or if market participants believe that Solana’s core technology stack is outdated or less attractive compared with other blockchain networks, Solana may be considered technologically obsolete by the next generation of protocols. The decline in the Solana network would materially impact the market value of SOL and adversely affect the value of our SOL treasury holdings and our stock price.
Read in the 10-K filed Dec 11, 2025 ↗
•Our use, development, adoption, deployment and maintenance of AI and other new and evolving technologies may present significant risks, which could result in increased costs, litigation, reputational harm and liability.
Read in the 10-K filed Feb 25, 2026 ↗
Our use, development, adoption, deployment and maintenance of AI and other new and evolving technologies may present significant risks, which could result in increased costs, litigation, reputational harm and liability.
Read in the 10-K filed Feb 25, 2026 ↗
Technologies related to our customers' Identity and Presence, including domain names, websites, website building, social media, search engines, apps, mobile devices and AI-powered tools and services have rapidly evolved and continue to evolve. This evolution and continued evolution could negatively impact the demand for certain of our products and services, including domain names, aftermarket, websites and website building tools or email and productivity solutions. For example, the domain name registration market continues to evolve and adapt to changing technologies, which has, and may in the future include, changes in the administration or operation of the internet, including the creation and institution of alternate systems for directing internet traffic without using the existing domain name registration system, or fundamental changes in the domain name resolution protocol used by web browsers and other internet applications. Additionally, technological changes to web browsers or internet search could reduce demand for domain names. If internet users' preferences or practices shift away from recognizing and relying on web addresses or they were to significantly decrease their use of web browsers in favor of apps or AI-based tools to locate and access content, demand for domain names in the gTLDs we operate could be negatively affected.
Read in the 10-K filed Feb 25, 2026 ↗
In addition, advances in AI, including tools that enable customers to create, modify, and deploy websites, applications or digital experiences using AI-powered platforms, including those that utilize natural language or other high-level inputs rather than traditional development workflows, may alter customer expectations and behavior with respect to website creation, hosting and management. If customers increasingly rely on third-party AI platforms, closed ecosystems or other competing services, including those that offer automated or natural-language-driven website creation and hosting capabilities, demand for our website building tools, hosting products, domain names or related services could decline or pricing pressure could increase, which could materially and adversely affect our business.
Read in the 10-K filed Feb 25, 2026 ↗
The widespread acceptance of any alternative system, such as mobile applications, AI-powered products and tools or closed networks, could eliminate the need to register a domain name or to establish an online presence and could materially and adversely affect our business. These and other evolving technologies, including AI, and changes in customer behavior may have an adverse effect on our business and growth prospects. For further information concerning the risks posed by our competitors' use of AI, please refer to the Risk Factor "We face significant competition for our products, which we expect will continue to intensify, and we may not be able to maintain or improve our competitive position or market share." For further information concerning the legal and other risks arising from the development, adoption, use, deployment and maintenance of AI and AI-powered tools and solutions, refer to our risk factor "Our use, development, adoption, deployment and maintenance of AI and other new and evolving technologies may present significant risks, which could result in increased costs, litigation, reputational harm and liability."
Read in the 10-K filed Feb 25, 2026 ↗
•rapid technological change, including as a result of developments in AI adoption and integration;
Read in the 10-K filed Feb 25, 2026 ↗
•changes in laws, rules, regulations or policies, including those concerning AI, domain name registration, content control and other matters;
Read in the 10-K filed Feb 25, 2026 ↗
•Our business strategy includes substantial investment in R&D, with a focus on AI, cloud, edge computing, and software offerings. We cannot guarantee that these investments will generate new offerings, attract customers, or generate sufficient revenue.
Read in the 10-K filed Feb 4, 2026 ↗
Issues in the development and deployment of AI, including generative AI and emerging AI-enabled cyber threats, could expose us to regulatory, privacy, IP, cybersecurity, operational and reputational risks.
Read in the 10-K filed May 21, 2026 ↗
We have incorporated, and are continuing to develop and deploy, AI, including Gen AI, into many of our products, solutions and services. AI systems, including AI internally developed and AI present in third party solutions, may be flawed, contain errors or vulnerabilities, reflect unintended bias, or produce inaccurate, misleading or “hallucinatory” outputs, and such deficiencies may not be easily detectable. Customers may rely on AI-generated outputs in making financial, security or other significant decisions. If AI-enabled features in our products produce incorrect, incomplete or biased outputs, we could face claims of misrepresentation, negligence, product liability or other legal theories, as well as customer dissatisfaction, reputational harm and loss of business. Furthermore, we may face allegations of misrepresentations or “AI washing” if our disclosures about our AI capabilities or our AI-related governance are deemed to be exaggerated or misleading, which could result in enforcement actions, litigation or reputational harm.
Read in the 10-K filed May 21, 2026 ↗
effectively enhance our production, such as robotics and automation, and integration of AI; the availability of raw materials and
Read in the 10-K filed Jan 29, 2026 ↗
complex and rigorous, with continually evolving requirements, including novel issues arising from new technologies such as generative AI.
Read in the 10-K filed Jan 29, 2026 ↗
fluctuated, and may in the future fluctuate, significantly. Because we manufacture and sell products used in AI infrastructure, our
Read in the 10-K filed Jan 29, 2026 ↗
performance and the market price of our common stock are frequently linked to AI investment trends and sector sentiment, which has
Read in the 10-K filed Jan 29, 2026 ↗
artificial intelligence) and infrastructure are critical to effectively manage our key business processes including digital marketing,
Read in the 10-K filed Jul 1, 2026 ↗
confidentiality, integrity, and availability of the data stored on those systems. Emerging artificial intelligence-related threats may
Read in the 10-K filed Jul 1, 2026 ↗
•Implementation of emerging technologies, such as artificial intelligence and machine learning, as part of the manufacturing process by us or members of our supply chain; and
Read in the 10-K filed Feb 12, 2026 ↗
We may incorporate artificial intelligence into workflows and processes, including customer-facing and operation activities, and challenges with properly managing its use could result in reputational harm, competitive harm and legal liability, and adversely affect our results of operations.
Read in the 10-K filed Mar 24, 2026 ↗
We may begin using artificial intelligence and machine learning technologies (“AI”) to enhance certain workflows and processes used in our business, including certain customer-facing and operational activities. AI is still in its early stages, and the introduction and incorporation of AI technologies may result in unintended consequences or other new or expanded risks and liabilities. If the content, analyses or recommendations that AI applications assist in producing are, or are alleged to be, deficient, inaccurate or biased, such as due to limitations in AI algorithms, insufficient or biased base data or flawed training methodologies, our business, financial condition, results of operations and reputation may be adversely affected. In addition, if AI tools used in connection with our manufacturing and operations do not perform as intended, such tools could adversely affect our business and results of operations. Also, our competitors or other third parties may incorporate AI into their products and services more quickly or more successfully than we do, which could impair our ability to compete effectively and adversely affect our results of operations.
Read in the 10-K filed Mar 24, 2026 ↗
If our use of artificial intelligence becomes controversial, we may experience brand or reputational harm, competitive harm, or legal liability. There is uncertainty in the legal and regulatory landscape for AI, which is not fully developed, and any laws, regulations or industry standards adopted in response to the emergence of AI may be burdensome, could entail significant costs, and may restrict or impede our ability to successfully develop, adopt and deploy AI technologies efficiently and effectively.
Read in the 10-K filed Mar 24, 2026 ↗
The increasing use and development of artificial intelligence has created significant demand for the build out of data center infrastructure, which includes backup power generation. While we believe the potential for this business is very promising, the growth and development of this rapidly evolving industry is difficult to project. Our expectations regarding this market may not prove to be accurate or the market may not be sustainable. Our operating results may fluctuate moving forward as we develop this business and expand our offering of high output diesel generators. Our expectations around growth for this market may also place significant demands on our management team and require significant capital investment as well as other resources. The technical, operational, or general contractual requirements for certain large data center customers or projects can be significant. Challenges in meeting these requirements, due to evolving project specifications or changing customer or supplier circumstances, or other issues could result in delays, increased costs, reduced revenue, or reputational harm. Any such issues with our performance under these contracts could materially impact our net sales and operating results. We may not be able to address these challenges in a cost-effective manner or at all. If we do not effectively manage our growth, we may not be able to execute on our business plan, respond to competitive pressures, or take advantage of the market opportunities. All of these could have an impact on our future objectives for growth, revenue, or profitability as well as our financial results and operations.
Read in the 10-K filed Feb 18, 2026 ↗
We believe AI is quickly reshaping the advertising industry, including how ads are delivered online, and we and our competitors are constantly adjusting to meet this shift and provide new and evolving advertising formats. There is no assurance that we will adapt effectively and competitively to meet this shift, and that such advertising formats, strategies, and offerings will be successful.
Read in the 10-K filed Feb 5, 2026 ↗
To meet the compute capacity demands of AI training and inference, as well as traditional cloud computing services, we are entering into significant leasing arrangements with third party operators, which may increase costs and operational complexity. We also have a number of large, long-duration commercial agreements, which could increase our liabilities and obligations in the event of nonperformance by us, our counterparties, or vendors. In such nonperformance or an industry downturn, we may incur additional liabilities, have excess capacity that we cannot easily redeploy, and not receive payments from our counterparties or customers.
Read in the 10-K filed Feb 5, 2026 ↗
Our ability to scale our technical infrastructure is increasingly constrained by the availability of power, water, and land. For example, energy supply is constrained globally due to the significant increase in demand for and limited availability of energy to power AI compute. Securing this capacity involves entering into complex, long-lead-time arrangements. Additionally, manufacturing and supply of servers and network equipment for our technical infrastructure, particularly for specialized AI chips, is limited to a small number of qualified suppliers. Extended or unforeseen disruptions at these suppliers could impact our ability to meet customer demand. Failure to secure sufficient capacity in a timely manner would limit our ability to train models and serve Cloud customers.
Read in the 10-K filed Feb 5, 2026 ↗
In addition, the simultaneous pursuit of multiple strategic initiatives, including digital gaming development, licensing expansion, AI adoption, systems modernization and cost-saving initiatives, may strain management attention, organizational capacity and capital resources, and any failure to appropriately prioritize or allocate resources among these initiatives could adversely affect our business and result of operations.
Read in the 10-K filed Feb 25, 2026 ↗
comply with applicable AI laws and regulations could result in investigations or legal proceedings, which could result in significant legal costs and potential liability.
Read in the 10-K filed Feb 10, 2026 ↗
The introduction of AI technologies, particularly generative and agentic AI, into new or existing offerings may also result in new or expanded risks and liabilities, including due to enhanced governmental or regulatory scrutiny, litigation, copyright
Read in the 10-K filed Feb 11, 2026 ↗
Moreover, beyond the regulations generally applicable to data collection and use, technologies such as artificial intelligence and machine learning may introduce novel compliance, security, and operational risks due to the rapidly evolving legal and regulatory environment, both in the United States and internationally, surrounding the development, sale and use of these technologies. Governments globally—including through frameworks such as the EU AI Act, the Colorado Artificial Intelligence Act, and the California AI Transparency Act—are adopting rules that impose heightened transparency, risk‑management, monitoring, and human‑oversight obligations. As these frameworks develop, we may be required to modify our practices, contracts, or products. Their ultimate impact is uncertain, and additional jurisdictions may adopt similar requirements. Failure to comply could result in regulatory scrutiny, fines, or reputational harm.
Read in the 10-K filed Feb 17, 2026 ↗
license fees to third parties. The evolving legal, regulatory and compliance framework for AI technologies may also impact our ability to protect our own data and intellectual property against infringing use.
Read in the 10-K filed Feb 18, 2026 ↗
To successfully execute our strategy in a rapidly evolving market, we must maintain effective planning, forecasting, and management processes to enable us to continue to improve cost structures, align sales coverage with strategic goals, improve channel execution, and strengthen our capabilities in our areas of strategic focus, while continuing to pursue new product innovation in areas such as edge computing, hybrid cloud, AI, high performance computing, and networking. We must also make sufficient long-term investments in strategic growth areas to develop, obtain, and protect our intellectual property, and commit to transition significant research and development (“R&D”) and other resources before knowing whether our projections will align with customer demand for our solutions.
Read in the 10-K filed Dec 18, 2025 ↗
The cybersecurity threat landscape is rapidly evolving and becoming increasingly sophisticated, and there can be no assurance that our controls and procedures will be sufficient to address future threats or remediate future incidents. Further, there has been an increase in the frequency and sophistication of attacks, and we expect these activities to continue to increase, including malicious actors potentially leveraging AI to develop malicious code or sophisticated phishing attempts. It is possible that such incidents may embolden other malicious actors to perpetrate future attacks that may result in material misappropriation, system disruptions or shutdowns, malicious alteration, or destruction of our confidential or personal information or that of third parties. Additionally, the proliferation of generative AI models within the internal systems, processes, and tools of HPE, our suppliers, our customers, or other third parties with whom we do business may create new attack methods for threat actors. The emergence of deepfakes and advanced social engineering tactics presents new challenges in preventing deception and unauthorized access, underscoring the importance of advanced verification and detection mechanisms. Zero-day vulnerabilities may include newly discovered security flaws in software that are exploited before patches are released, requiring proactive monitoring and immediate remediation efforts. Quantum computing may in the future present a risk to our business by potentially breaking traditional cryptographic methods on which we rely, thereby necessitating the shift to quantum-resistant encryption techniques.
Read in the 10-K filed Dec 18, 2025 ↗
We have experienced, and may continue experiencing, lengthy sales cycles because our customers' decisions to purchase certain of our products, particularly new products, involve a significant commitment of their resources and a lengthy evaluation and product qualification process. Customers design and implement large IT deployments following lengthy procurement processes, which may impact expected future orders. Following a purchase, customers may also deploy our products and offerings slowly and deliberately. Furthermore, larger orders, including some orders for our AI systems, have typically required, and may continue to require, greater commitments of working capital, such as for purchases of key components, which could introduce variability in our quarterly cash flow and results of operations more generally. While we have seen the customer base for our AI systems offerings expand and expect it to continue expanding, our AI solutions have historically been purchased primarily by a small number of larger customers and cloud service providers. Sales of AI systems to such customers have caused, and may continue to cause, fluctuations in our results of operations, as such large orders may occur in some periods and not others and are generally subject to intense competition and pricing pressure, which can have an impact on our margins and results of operations. If we are not successful in continuing to expand sales to a broader base of customers, our financial results may be adversely affected. These sales and similar implementation cycle-related factors, including our expectation that customers may place large orders with the potential for widely varying implementation timelines, may cause our revenues and operating results to vary significantly from quarter-to-quarter.
Read in the 10-K filed Dec 18, 2025 ↗
•the imposition of government controls (including for critical infrastructure protection) and any related licensing requirements (particularly for certain AI enabling products) that could affect the timing of shipments of our products and/or our ability to sell certain products in other countries;
Read in the 10-K filed Dec 18, 2025 ↗
The Company may be adversely impacted if the Company is affected by cybersecurity attacks or other security breaches. IT systems are an important part of the Company’s business operations. The Company also increasingly relies upon third-party service providers for a variety of business functions, including cloud-based services. The Company has programs in place to prevent, detect, contain, and respond to cyber incidents. However, the Company may be unable to anticipate security incidents, detect attacks, or implement adequate preventive measures as cyber threats continue to evolve and cyberattacks have become more sophisticated and frequent, including through the use of enhanced technologies and capabilities (such as artificial intelligence) by threat actors with a wide range of expertise and motives. For example, threat actors have increasingly targeted organizations in the U.S. and internationally with sophisticated ransomware attacks, which the Company may be unable to anticipate, detect, or contain. In addition, hardware or software that the Company develops or obtains from third parties may contain defects that could compromise the Company's IT systems. Unauthorized parties may also attempt to gain access to the Company's IT systems or facilities, or those of third parties with whom the Company does business, through fraud, deception, social engineering, or other bad acts. Errors or malicious actions by the Company's team members or contractors and other vulnerabilities or irregularities could also negate the Company's security measures or those of third parties with whom the Company does business and result in a compromise or breach of the Company's or their IT systems. The utilization of hybrid and remote work by the Company's team members, suppliers, and other third parties has amplified the Company's already extensive reliance on IT systems and unimpeded internet access. Furthermore, the training the Company conducts as part of information security and cybersecurity efforts may not be effective in preventing or limiting successful attacks.
Read in the 10-K filed Dec 5, 2025 ↗
Damage to the Company’s reputation or brand image could adversely affect its business. Maintaining and enhancing the reputation of the Company and its key brands is critical to the Company's business success. The Company's reputation is largely based on perceptions. It may be difficult to address negative publicity or sensationalism across media channels, regardless of its accuracy or the reputability of its source, including as a result of fictitious media content (such as content produced by artificial intelligence or bad actors). Negative incidents (including those based on differing perspectives or opinions) involving the Company, its brands, its workforce, or others with whom the Company does business could quickly erode trust and confidence and result in changes in behavior including consumer boycotts, workforce unrest or walkouts, government investigations, and litigation. Negative reputational incidents or negative perceptions of the Company or its brands could adversely affect the Company's business and results of operations, including through lower sales, the termination of business relationships, higher costs, and team member engagement, retention, and recruiting difficulties. The Company has previously experienced negative perceptions of its business, and it could experience similar occurrences in the future. Any of these outcomes could negatively impact the Company's reputation, results of operations, and financial condition.
Read in the 10-K filed Dec 5, 2025 ↗
SOL is subject to technological obsolescence, including competition from emerging blockchain and artificial intelligence protocols.
Read in the 10-K filed Mar 31, 2026 ↗
away from the SOL ecosystem. Advancements in AI and blockchain technology are likely to accelerate the development of such protocols, including the development of additional networks that natively integrate AI into consensus mechanisms and other core features. If SOL is unable to evolve to address such increased competition or if Layer 2 networks believe that SOL’s core technology stack is outdated or less attractive compared with other Layer 1 networks, SOL may be considered technologically obsolete by the next-generation of protocols. The decline in the SOL network would materially impact the market value of SOL and adversely affect the value of our SOL treasury holdings and our stock price.
Read in the 10-K filed Mar 31, 2026 ↗
We and the third parties with whom we work are subject to a variety of evolving threats, including but not limited to social-engineering attacks (including through deep fakes, which may be increasingly more difficult to identify as fake, and phishing attacks), malicious code (such as viruses and worms), malware (including as a result of advanced persistent threat intrusions), denial-of-service attacks, credential stuffing attacks, credential harvesting, personnel misconduct or error, ransomware attacks, supply-chain attacks, software bugs, server malfunctions, software or hardware failures, loss of data or other information technology assets, adware, telecommunications failures, earthquakes, fires, floods, attacks enhanced or facilitated by AI, and other similar threats. In particular, severe ransomware attacks are becoming increasingly prevalent — particularly for companies like ours that are engaged in critical infrastructure or manufacturing — and can lead to significant interruptions in our operations, ability to provide our products or services, loss of sensitive data and income, reputational harm, and diversion of and theft of funds. Extortion payments may alleviate the negative impact of a ransomware attack, but we may be unwilling or unable to make such payments due to, for example, applicable laws or regulations prohibiting such payments. Remote work has increased risks to our information technology systems and data, as our employees utilize network connections, computers and devices outside our premises or network, including working at home, while in transit and in public locations.
Read in the 10-K filed Mar 31, 2026 ↗
Furthermore, our employees and personnel may use generative artificial intelligence (“AI”) technologies to perform their work, and the disclosure and use of personal data in such technologies is subject to various privacy laws and other privacy obligations. Governments have passed and are likely to pass additional laws and regulations regulating generative AI. Our use of this technology could result in additional compliance costs, regulatory investigations and actions, and lawsuits. If we are unable to use AI technologies, it could make our business less efficient and result in competitive disadvantages.
Read in the 10-K filed Mar 31, 2026 ↗
potential misdiagnosis or misinformation provided from AI applications, diminishing
Read in the 10-K filed Feb 24, 2026 ↗
artificial intelligence (the EU AI Act), for example, establishes a comprehensive
Read in the 10-K filed Feb 24, 2026 ↗
Furthermore, artificial intelligence (“AI”) technologies have developed rapidly, and our business may be adversely affected if we cannot successfully integrate AI into our business in a timely, cost-effective, and compliant manner. Our competitors may incorporate AI into their business more successfully than us, which could have an adverse effect on our competitive position, reputation and operations.
Read in the 10-K filed Feb 17, 2026 ↗
Additionally, compliance with new and evolving laws, regulations or industry standards relating to AI may require significant investment and resources, and may limit our ability to use AI, which may result in reputational harm, legal liability or other adverse effects on our operations and overall business.
Read in the 10-K filed Feb 17, 2026 ↗
In addition, Hubbell is increasingly evaluating, developing, or utilizing artificial intelligence (“AI”), including machine learning, automation, and data‑driven analytics technologies, whether internally, embedded in third‑party software products, or integrated into customer‑facing solutions. The use of AI technologies introduces additional risks related to system reliability, data integrity, transparency, governance, and security. AI‑enabled systems may also increase the Company’s exposure to cybersecurity, data privacy, and intellectual property risks.
Read in the 10-K filed Feb 12, 2026 ↗
it harder for us to conduct our business using AI/ML, require us to retrain our AI/ML, delete data produced by our AI/ML, or prevent or limit our use of AI/ML. Our use of AI/ML technologies could also result in additional compliance costs, regulatory investigations, actions, fines or penalties, and consumer or other lawsuits.
Read in the 10-K filed Feb 19, 2026 ↗
Recent developments in the cyber threat landscape include use of AI and machine learning, as well as an increased number of cyber extortion and ransomware attacks, with the potential for higher ransom demand amounts and increasing sophistication, using a variety of ransomware techniques and methodology. Further, any adoption of AI by us or by third parties may pose new security challenges. A party who is able to compromise the security measures on our networks or the security of our infrastructure could misappropriate the proprietary or sensitive information of us, our customers, or our employees, or cause interruptions or malfunctions in our operations or our customers’ operations.
Read in the 10-K filed Feb 25, 2026 ↗
The pace of technological change is accelerating, and the continued creation, development, and advancement of new technologies, such as AI, quantum computing, data analytics, data storage, and other emerging technologies, are transforming the industries in which we operate. These industries are characterized by rapid technological changes, new product introductions, enhancements, evolving industry standards, and price fluctuations. In order to remain competitive, we must continue to stay abreast of technological developments, invest in and deploy new hardware, equipment, and systems, require our employees to continuously learn and adapt, and integrate new technologies into our existing and future business models.
Read in the 10-K filed Feb 25, 2026 ↗
In addition, increased use of emerging technologies, including AI, may expose us to social, ethical, regulatory, and reputational risks, including potential liability. We must also compete for and retain skilled personnel with expertise in these technologies, including through workforce upskilling, in an increasingly competitive labor market. If we fail to effectively respond to technological change, evolving pricing dynamics, or competitive pressures, our business, financial condition, and results of operations could be materially adversely affected.
Read in the 10-K filed Feb 25, 2026 ↗
actual or perceived changes in demand for AI, high-performance computing, or AI data center infrastructure, including expectations regarding capacity utilization, power availability, energy costs, customer concentration, technological change, and competition;
Read in the 10-K filed Feb 25, 2026 ↗
impact our business. Unauthorized use or misuse of AI by the Company's employees, vendors or others may result in the disclosure of confidential Company or customer data, reputational harm, privacy law violations, cybersecurity risks, and legal liability. Additionally, while the use of AI can be beneficial to the Company, AI algorithms are currently known to sometimes produce unexpected results or behave in unpredictable ways that can generate, among other things, irrelevant, nonsensical, inaccurate, harmful, discriminatory or infringing results, which could harm the Company’s business, reputation, or result in legal or regulatory actions.
Read in the 10-K filed Feb 12, 2026 ↗
HYPE is subject to technological obsolescence, including competition from emerging blockchain and artificial intelligence protocols, which could have a negative impact on the price of HYPE and adversely affect the value of our HYPE holdings.
Read in the 10-K filed Mar 30, 2026 ↗
Competitors may offer superior scalability, security, interoperability, decentralization, programmability and adoption, and may attract developers away from the HYPE ecosystem. Advancements in AI and blockchain technology are likely to accelerate the development of such protocols, including the development of additional networks that natively integrate AI into consensus mechanisms and other core features. If HYPE is unable to evolve to address such increased competition or if Layer 2 networks believe that HYPE’s core technology stack is outdated or less attractive compared with other Layer 1 networks, HYPE may be considered technologically obsolete by the next generation of protocols. Any decline in the HYPE network would materially impact the market value of HYPE and adversely affect the value of our HYPE treasury holdings and our stock price.
Read in the 10-K filed Mar 30, 2026 ↗
In addition, the increasing use and development of AI has increased demand for AI-related projects, including data center power solutions and semiconductor applications. The growth and development of this rapidly-evolving industry is difficult to predict. Changes in demand can affect the timing and amounts of customer investments in our products, which could materially affect the Company and its financial condition and results of operations.
Read in the 10-K filed Feb 19, 2026 ↗
•We are exposed to AI-related risks and opportunities that if we fail to properly manage, could result in material liabilities, or otherwise materially adversely affect our business, results of operations, and financial condition.
Read in the 10-K filed Feb 27, 2026 ↗
A significant IT disruption or breach of our systems or those of our third party providers could result in loss of confidential data, operational downtime, litigation, regulatory penalties, damages, reputational harm, and substantial remediation costs. Increased reliance on cloud computing, AI, and hybrid work arrangements adds complexity and risk, including through unauthorized access or disclosure of personal and proprietary information. Integration of acquired systems and divestitures also create transitional vulnerabilities. Privacy laws such as GDPR and CCPA that allow private actions increase our litigation exposure related to potential cyber incidents.
Read in the 10-K filed Feb 27, 2026 ↗
We are exposed to AI-related risks and opportunities that if we fail to properly manage, could result in material liabilities, or otherwise materially adversely affect our business, results of operations, and financial condition.
Read in the 10-K filed Feb 27, 2026 ↗
can be no assurance that our new or enhanced solutions and AI innovations will be successful, adopted, or monetizable or that we will innovate effectively to keep pace with the rapid evolution of AI across the industries in which we compete.
Read in the 10-K filed Sep 9, 2026 ↗
introduction of new products, technologies and equipment, including the use of artificial intelligence ("AI") and
Read in the 10-K filed Feb 27, 2026 ↗
machine learning solutions. We face significant pressure to reduce per unit costs to achieve commercially
Read in the 10-K filed Feb 27, 2026 ↗
AI continues to evolve rapidly, and, as with many technological innovations, it presents risks and challenges that
Read in the 10-K filed Feb 27, 2026 ↗
could affect its adoption and our business. Uncertainty in the global and legal regulatory regime relating to AI may
Read in the 10-K filed Feb 27, 2026 ↗
and certain U.S. states, have already proposed or enacted laws, regulations, and other requirements governing AI.
Read in the 10-K filed Feb 27, 2026 ↗
In Europe, the EU AI Act, adopted in May 2024, entered its implementation phase in 2025 and imposes extensive
Read in the 10-K filed Feb 27, 2026 ↗
transparency, risk management and data governance obligations for AI systems, particularly those classified as high
Read in the 10-K filed Feb 27, 2026 ↗
2025 marked a shift in federal AI policy with the government establishing a national AI policy framework aimed at
Read in the 10-K filed Feb 27, 2026 ↗
asserting federal preemption over divergent state AI laws. States continue to adopt AI statutes creating varied
Read in the 10-K filed Feb 27, 2026 ↗
difficult to use AI tools, require us to change our business practices, or limit AI usage which may lead to
Read in the 10-K filed Feb 27, 2026 ↗
increased adoption of AI technologies may intensify cybersecurity risks by making cyber-attacks more difficult to
Read in the 10-K filed Feb 27, 2026 ↗
•changes in investor perception regarding the role, effectiveness, risks or regulatory implications of artificial intelligence in our business or in the healthcare and life sciences industries more broadly;
Read in the 10-K filed Feb 17, 2026 ↗
•concerns, whether or not substantiated, regarding the accuracy, reliability, ethical use, governance, or regulatory compliance of AI-enabled solutions;
Read in the 10-K filed Feb 17, 2026 ↗
In addition, the successful development and deployment of AI in our business depends on our ability to timely and effectively upskill our existing workforce and attract and retain personnel with AI‑related skills and experience. Competition for AI‑native talent is intense, and if we are unable to develop or recruit the necessary capabilities, we may be unable to fully realize potential efficiency gains, innovation opportunities or competitive advantages from AI, or to respond effectively to AI‑enabled competitive, technological or regulatory developments.
Read in the 10-K filed Feb 17, 2026 ↗
The development and use of AI in our business and operations presents risks and challenges that may adversely impact our business and operating results.
Read in the 10-K filed Feb 12, 2026 ↗
Our ability to attract and retain customers, particularly in our Global Digital Solutions business, depends on our ability to offer innovative products and services, including through developing or deploying emerging technologies such as AI. Some of our products, services and processes leverage AI, including both machine learning and generative AI, and we continue to make investments in initiatives focused on the further development and deployment of these technologies. However, there is no assurance that our use or development of AI will enhance our products or services or their marketability, improve operating results, or deliver anticipated benefits, and our product development initiatives involving AI may be unsuccessful. While implementation of these technologies offers the potential for innovation and competitive differentiation, it also poses significant risks and uncertainties, especially given its early stage of commercial adoption.
Read in the 10-K filed Feb 12, 2026 ↗
The use of AI in our product initiatives and offerings or services, or in our internal business operations, may give rise to risks related to accuracy, bias, discrimination, intellectual property infringement, misappropriation or leakage of proprietary, confidential and personal information, defamation, data privacy, and cybersecurity. Any error, defect, or vulnerability in our AI-powered products or business processes could undermine the quality of our products and services, adversely impact our clients’ businesses, subject us or our clients to regulatory scrutiny, fines or litigation and cause reputational harm. We are exposed to similar risks in connection with the use of AI technology by our third-party vendors and clients.
Read in the 10-K filed Feb 12, 2026 ↗
These technologies are subject to an evolving and fragmented legal and regulatory landscape. The absence of a unified regulatory framework, and the risk of divergent or conflicting regulations across jurisdictions applicable to our business, could increase the complexity and costs of compliance for us and our clients. New or changing legal requirements may limit or restrict our use of AI, impose burdensome obligations, or require us to modify or discontinue certain offerings. Any of these factors, alone or in combination, could adversely affect our business, reputation, or results of operations.
Read in the 10-K filed Feb 12, 2026 ↗
In the U.S., legislation related to AI technologies has been introduced at the federal level and has been enacted by various states. At the federal level, in January 2025, the Trump administration rescinded an executive order relating to the safe and secure development of AI technologies that was previously implemented by the Biden administration. The Trump administration then issued a new executive order that, among other things, requires certain agencies to develop and submit to the president action plans to “sustain and enhance America’s global AI dominance,” and to specifically review and, if possible, rescind rulemaking taken pursuant to the rescinded Biden executive order. Additionally, in December 2025, the Trump administration’s “Ensuring a National Policy Framework for Artificial Intelligence” Executive Order was signed. This order calls for federal standards and legislation that would preempt conflicting state AI regulations and create a federal litigation task force focused on challenging state AI laws in court. The Trump administration may continue to rescind other existing federal orders and/or administrative policies relating to AI technologies or may implement new executive orders and/or other rule making relating to AI technologies in the future. U.S. states continue to advance a patchwork of AI regulatory frameworks, including general requirements around transparency, risk-management, and accountability for AI technologies. Several states—such as Colorado, California, and Connecticut—have enacted or proposed laws governing high-risk AI uses, including rules that address algorithmic discrimination, impact assessments, and consumer disclosures. A growing subset of these efforts specifically target health-related AI, with states like Illinois and New York adopting provisions that regulate AI used in clinical decision-support, diagnostics, and other health-related functions, often requiring heightened testing, documentation, or oversight. Such additional regulations, and uncertainty around their enforceability, may impact our ability to develop, use, and commercialize AI technologies in the future.
Read in the 10-K filed Feb 3, 2026 ↗
Other jurisdictions where we operate have already or are also expected to introduce guidelines and regulations around the use of AI within the next few years. The cost to comply with such laws, regulations, decisions, and/or guidance interpreting existing laws, or to adjust our business plans based on changes to how such laws are enforced, could be significant and would increase our operating expenses (such as by imposing additional reporting obligations regarding our use of AI technologies). Such an increase in operating expenses, as well as any actual or perceived failure to comply with such laws and regulations, could adversely affect our business, financial condition, and results of operations.
Read in the 10-K filed Feb 3, 2026 ↗
•In the event that market values of companies involved directly in AI or exposed to AI trends, including those that are part of the Nasdaq-100 Index, decline, we may suffer declines in AUM and revenue, particularly relating to products we advise that track the Nasdaq-100 Index, such as the Invesco QQQ Trust and the Invesco NASDAQ 100 ETF.
Read in the 10-K filed Feb 24, 2026 ↗
Current and anticipated regulatory developments include requirements related to AI, cybersecurity, and digital operational resilience, as well as evolving ESG disclosure standards and cross-border data transfer restrictions. Global divergence in these regulations could create conflicting obligations and increase compliance complexity. These changes may require significant investment of management time and resources, impact product design and distribution, and materially increase compliance costs or capital requirements. Failure to comply with these evolving requirements could result in enforcement actions, reputational harm, and restrictions on our ability to operate in certain jurisdictions.
Read in the 10-K filed Feb 24, 2026 ↗
As part of our broader digital transformation strategy, we are integrating artificial intelligence machine learning, data science and similar technologies (collectively, “AI”) to improve operational efficiency, enhance service delivery, and support data-driven decision-making across our core markets, including advisory services, infrastructure, environmental services, and defense. AI is being leveraged to optimize project workflows, automate repetitive tasks, and strengthen predictive analytics. These capabilities are expected to contribute to long-term value creation and competitive differentiation. However, the adoption of AI also introduces new regulatory compliance and cybersecurity considerations, including increased exposure to data breaches, adversarial attacks on AI models, and vulnerabilities in third-party AI platforms. While we believe that we have implemented robust cybersecurity controls, including threat detection, secure model development practices, and governance frameworks to responsibly and securely deploy AI technologies, we cannot be certain that such efforts will be successful.
Read in the 10-K filed Nov 20, 2025 ↗
Public statements with respect to sustainability and corporate responsibility-related matters also are becoming increasingly subject to heightened scrutiny from public and governmental authorities for being misleading or overstating certain capabilities or commitments (e.g. "greenwashing" or "AI-washing"). We are aware that non-governmental organizations and other private actors have filed lawsuits against companies under various securities and consumer protection laws alleging that certain statements, goals or standards made by issuers were misleading, false or otherwise deceptive, including those related to sustainability, corporate responsibility and use of emerging technologies. An inability to implement our policies and practices related to sustainability and corporate responsibility and maintain compliance with laws and regulations, or a perception among stakeholders that our sustainability and corporate responsibility disclosures and goals are insufficient, that our goals are unattainable or that there is a misalignment between our stated commitments and our actual practices, could harm our reputation and competitive position and negatively impact our business and results of operations.
Read in the 10-K filed Nov 20, 2025 ↗
An inability to develop, adopt, and integrate new or enhanced technologies, including rapidly evolving artificial intelligence, could have a material adverse effect on our business.
Read in the 10-K filed Feb 24, 2026 ↗
We operate in a rapidly evolving, technology-driven environment, and if we do not timely identify, prioritize, develop, and successfully integrate new or enhanced technologies into our operations, our service quality, efficiency, and competitiveness could suffer. Technology initiatives can be complex and costly, with risks of delays, defects, and training hurdles. Anticipated benefits from these initiatives may not be realized on the expected timeline or at all. In addition, competitors may introduce and scale new technologies more quickly or effectively than we do, which could diminish our competitive position, compress margins, and result in lost business opportunities. The rapid evolution and adoption of artificial intelligence(AI) and any efforts we may make to incorporate it into our business may amplify cyber, legal, and operational risks. AI adoption may introduce or amplify risks, including inaccurate or biased outputs that are difficult to detect, governance and model-risk challenges, privacy and intellectual property concerns, and evolving legal disclosure obligations. AI can also increase cybersecurity exposure as threat actors leverage AI to enhance social-engineering and intrusion techniques. Implementing and maintaining AI capabilities can be complex and costly, anticipated benefits may not be realized and expected timelines or at all, and failures could harm our operations, reputation, results of operations, and financial condition.
Read in the 10-K filed Feb 24, 2026 ↗
•appropriately balance workforce planning and training as new technologies, such as AI, are adopted and integrated, or
Read in the 10-K filed Feb 13, 2026 ↗
JPMorganChase’s operations, results, and competitive standing could be adversely affected by the development of advanced technologies such as AI.
Read in the 10-K filed Feb 13, 2026 ↗
The rapid development and deployment of advanced technologies, including generative and agentic AI systems, present a range of risks to JPMorganChase’s businesses and operations, including:
Read in the 10-K filed Feb 13, 2026 ↗
•AI system failures, inappropriate use of AI systems, lack of transparency in AI systems, or inaccurate or biased output from AI systems resulting from rapid deployment, insufficient testing, erroneous data, ineffective model design or insufficient controls, which could disrupt operations, cause erroneous transactions, compromise data privacy, infringe on intellectual property, harm clients and customers, or impair JPMorganChase’s ability to make sound business decisions
Read in the 10-K filed Feb 13, 2026 ↗
•increased exposure to cyber attacks, system manipulation, or data loss if AI systems, particularly agentic systems, are not designed and implemented with appropriate safeguards to prevent systems from accessing sensitive data sources or system resources and taking actions
Read in the 10-K filed Feb 13, 2026 ↗
•intensified AI-enabled cyber threats, which may allow malicious actors to exploit vulnerabilities, reverse-engineer security patches, and conduct sophisticated social engineering attacks, potentially resulting in unauthorized access to sensitive information and data breaches, especially if JPMorganChase fails to adequately maintain, secure and upgrade its technological infrastructure in response to rapidly evolving technological advances
Read in the 10-K filed Feb 13, 2026 ↗
•regulatory and compliance challenges arising from rapidly evolving applicable law, including differences, inconsistencies and conflicts in international standards, which could increase costs, lead to fines and sanctions, and restrict JPMorganChase’s use of AI technologies
Read in the 10-K filed Feb 13, 2026 ↗
•competitive disadvantage if competitors are able to deploy AI more quickly or effectively, potentially gaining advantages in cost efficiency, client and customer experience, or product innovation, which could result in a loss of market share to competitors, or
Read in the 10-K filed Feb 13, 2026 ↗
•replacement or disintermediation of direct customer relationships if AI agents autonomously manage or intermediate financial decisions and product selection or other services for customers.
Read in the 10-K filed Feb 13, 2026 ↗
It is also possible that JPMorganChase could miscalibrate its workforce planning and employee training efforts either because of over-reliance on AI or the failure to appropriately adopt AI. Over-reliance on AI could cause JPMorganChase to experience shortages in qualified staff due to reduced hiring or retention of employees, or could hinder the development or enhancement of important skills among its employees, including critical thinking, problem-solving, judgment, creativity and adaptability. On the other hand, any efficiencies or competitive advantages that AI may offer could be squandered if JPMorganChase fails to adopt AI in a timely and judicious manner and to make related adjustments to its workforce.
Read in the 10-K filed Feb 13, 2026 ↗
•inaccurate or misleading information about JPMorganChase or its clients, including results generated by AI, that is rapidly and broadly disseminated through any form of media, including social networking sites, and
Read in the 10-K filed Feb 13, 2026 ↗
◦Our development and use of AI, including through third parties, exposes us to inherent risks that may adversely impact KeyCorp.
Read in the 10-K filed Feb 23, 2026 ↗
We use, and will increasingly use AI, including through third party vendors acting on our behalf and other counterparties, in connection with our business and operations. AI is complex and rapidly evolving and in order to compete with other banks and financial institutions effectively, we must incorporate new and emerging AI technology into our business and this may subject us to new or heightened legal, regulatory, operational, and other risk. The legal and regulatory environment relating to AI is uncertain and evolving, and any changes to applicable laws and regulations could require changes to our use of AI technology and could cause an increase in associated costs and expenses. We may also be unsuccessful in realizing the intended benefits of AI or otherwise enhancing our business or operations and our competitors may incorporate AI in their businesses or operations more quickly or more successfully than us, all of which could occur despite considerable expense and which could negatively affect our financial condition and results of operations.
Read in the 10-K filed Feb 23, 2026 ↗
The models underlying AI that we may leverage, including those developed by third party providers, may be incorrectly or inadequately designed or implemented and trained on, or otherwise use, data or algorithms that are incomplete, inadequate, misleading, biased, or otherwise flawed, or that are subject to intellectual property rights not known to us, and that ultimately produce outputs that are similarly flawed but that which we or third parties acting on our behalf rely, and any such flaw may not be easily and readily detectable. The limited transparency into the underlying complexity of AI and associated models that we rely on makes reproducing the connection between input and output, at times, difficult or impossible. If the AI that we leverage is flawed in such ways, we may make inaccurate or ineffective decisions and otherwise incur operational inefficiencies, compliance issues, competitive and reputational harm, adverse legal and regulatory actions, or other adverse impacts to our business and operations. We may not be able to sufficiently mitigate or detect any of the foregoing risks given the emerging nature of AI technology. Additionally, inappropriate or controversial data practices by third party AI developers and
Read in the 10-K filed Feb 23, 2026 ↗
their end-users could adversely affect public opinion of AI and ultimately impair acceptance of AI, including those incorporated into our business and operations.
Read in the 10-K filed Feb 23, 2026 ↗
We continue to evaluate and, where appropriate, integrate AI technologies into our product offerings and internal operations to enhance innovation, efficiency, and customer value. While AI presents opportunities for advancement, its adoption also introduces a range of risks that could adversely impact our business, financial condition, and results of operations. These risks include, but are not limited to, competitive disadvantages if peers more effectively leverage AI to accelerate innovation, product development, or operational performance. The use of AI may also expose us to legal, regulatory, and reputational risks, particularly in jurisdictions with evolving or inconsistent regulatory frameworks governing AI, data privacy, and cybersecurity. Additionally, the deployment of AI tools, whether by us or by customers using our AI-enabled solutions may result in unintended consequences such as biased or inaccurate outputs, loss or compromise of confidential information or intellectual property, and challenges in asserting or defending intellectual property rights. These risks may be amplified by increasing regulatory scrutiny and potential compliance obligations, which could result in increased costs or limitations on our ability to deploy AI technologies. There can be no assurance that our use of AI will yield the anticipated benefits or that we will be able to effectively mitigate the associated risks.
Read in the 10-K filed Dec 17, 2025 ↗
The use of artificial intelligence by us and others, and the overall adoption of artificial intelligence throughout the world,
Read in the 10-K filed Feb 27, 2026 ↗
changes from the use of artificial intelligence could potentially disrupt, among other things, our business models, investment
Read in the 10-K filed Feb 27, 2026 ↗
demands, making investments or improve operations, including services and platforms based on artificial intelligence.
Read in the 10-K filed Feb 27, 2026 ↗
We use artificial intelligence and other quantitative analysis tools and models, developed by us and third-party service
Read in the 10-K filed Feb 27, 2026 ↗
potential to adversely impact us to the extent that we rely on artificial intelligence. If the data we, or third parties whose
Read in the 10-K filed Feb 27, 2026 ↗
services we rely on, use in connection with the development or deployment of artificial intelligence is incomplete, inadequate
Read in the 10-K filed Feb 27, 2026 ↗
artificial intelligence may contain a degree of inaccuracy and error, which could result in flawed algorithms in various models
Read in the 10-K filed Feb 27, 2026 ↗
utilize or misappropriate artificial intelligence and machine-learning technology while carrying out their responsibilities,
Read in the 10-K filed Feb 27, 2026 ↗
training artificial intelligence technology on large data sets, and big data analytics and difficulties validating data, could have
Read in the 10-K filed Feb 27, 2026 ↗
use of artificial intelligence by us or others may require compliance with legal or regulatory frameworks that are not fully
Read in the 10-K filed Feb 27, 2026 ↗
intelligence. See also “—Risks Related to Regulatory Matters—Privacy, data protection, cybersecurity and artificial intelligence
Read in the 10-K filed Feb 27, 2026 ↗
In addition, artificial intelligence may materially disrupt the industries in which we invest, the businesses of our portfolio
Read in the 10-K filed Feb 27, 2026 ↗
Privacy, data protection, cybersecurity and artificial intelligence laws may increase compliance costs
Read in the 10-K filed Feb 27, 2026 ↗
evolving and changing laws and regulations, including with respect to artificial intelligence, may increase compliance and legal
Read in the 10-K filed Feb 27, 2026 ↗
There is also increased regulatory attention about the use of artificial intelligence. For example, the European Union has
Read in the 10-K filed Feb 27, 2026 ↗
development, marketing, deployment and use of artificial intelligence systems within the European Union.
Read in the 10-K filed Feb 27, 2026 ↗
Failure to comply with applicable data privacy, data protection, cybersecurity, or artificial intelligence laws or related
Read in the 10-K filed Feb 27, 2026 ↗
•developments in and adoption of artificial intelligence technologies, which may render existing products, services, or
Read in the 10-K filed Feb 27, 2026 ↗
•Prevailing local and global economic conditions, semiconductor industry cyclicality, customer capital spending patterns and AI-related investment trends may negatively affect customer demand and purchasing decisions; and
Read in the 10-K filed Aug 6, 2026 ↗
•AI-driven design, verification, testing, process-node development, chip-based architectures, advanced packaging and novel materials science may compress semiconductor development cycles, lower barriers to entry, accelerate vertical integration or insourcing by customers or other technology companies, change inspection and metrology requirements, shorten the useful commercial life of existing products, reduce returns on our R&D investments, or render certain product lines, manufacturing processes or IP less valuable or obsolete;
Read in the 10-K filed Aug 6, 2026 ↗
•Changes in demand for semiconductor chips due to changes in the timing, level of investment in, or technologies used in the buildout of data centers, including data-center buildout driven by demand for AI technologies;
Read in the 10-K filed Aug 6, 2026 ↗
Although we strive to use AI technologies responsibly and have implemented internal processes and controls designed to identify and mitigate ethical and legal concerns related to our use of AI technologies, such processes and controls may not be sufficient to identify, assess, and mitigate all AI-related risks, and we may not identify or resolve issues before they occur. Failure to effectively develop and manage our AI governance framework could result in legal liability, regulatory action, reputational harm, or other adverse consequences to our business.
Read in the 10-K filed Aug 6, 2026 ↗
Furthermore, the regulatory framework for AI technologies is rapidly evolving, uncertain, and varies significantly by jurisdiction, with new laws and regulations being enacted or proposed in the United States, the European Union and elsewhere. Compliance with new or changing AI-related laws and regulations may impose significant operational costs, require additional investment in governance and controls, or necessitate changes to our offerings or business practices. Any failure or perceived failure by us to comply with such regulatory requirements could subject us to legal liabilities, damage our reputation, or otherwise have a material and adverse impact on our business.
Read in the 10-K filed Aug 6, 2026 ↗
The emergence of artificial intelligence-powered agentic shopping tools, in which AI agents autonomously research, compare and purchase products on behalf of consumers could further disrupt traditional grocery retail. If customers increasingly delegate purchasing decisions to AI agents that prioritize price, speed or other factors over retailer preference or brand loyalty, we could become disintermediated from the customer relationship. This could result in reduced visibility into customer behavior, increased margin pressure and a weakened ability to influence purchasing decisions. Our failure to adapt our digital capabilities to address the growth of agentic shopping could have an adverse effect on our business, financial condition, results of operations or cash flows.
Read in the 10-K filed Mar 31, 2026 ↗
Further, CNA’s business could be affected as its policyholders adopt AI technologies. Policyholder use of AI could introduce novel exposures that may result in new or increased claims. Widespread adoption of AI could fundamentally disrupt entire industries, which could impact the demand for certain products.
Read in the 10-K filed Feb 10, 2026 ↗
As the cybersecurity threat landscape continues to evolve, Boardwalk Pipelines may be required to expend significant additional resources to continue to modify or enhance its protective measures or to investigate and remediate any information security vulnerabilities. Advances in computer capabilities, discoveries in the field of artificial intelligence, cryptography, inadequate facility security or other developments may result in a compromise or breach of the technology Boardwalk Pipelines uses to safeguard its operational and information technology systems and confidential, personal, or otherwise protected information. As the breadth and complexity of the technologies Boardwalk Pipelines uses continue to grow, including as a result of the use of mobile devices, cloud services, artificial intelligence, open-source software, social media and the increased reliance on devices connected to the internet, the potential risk of cyberattacks and cybersecurity incidents also increases. No security measure is infallible. Despite ongoing efforts to improve its ability to protect its systems from compromise, Boardwalk Pipelines may not be able to protect all of its diverse systems. Boardwalk Pipelines’ efforts to improve security and protect data and its systems may also identify previously undiscovered instances of security breaches or other cyber incidents.
Read in the 10-K filed Feb 10, 2026 ↗
Additionally, if any of our employees, contractors, consultants, vendors or service providers use any third-party AI-powered software in connection with our business or the services they provide to us, it may lead to the inadvertent disclosure or incorporation of our confidential information into publicly available training sets, which may impact our ability to realize the benefit of, or adequately maintain, protect and enforce our intellectual property or confidential information, harming our
Read in the 10-K filed Feb 17, 2026 ↗
competitive position and business. Further, any output created by us using AI tools may not be subject to copyright protection, which may adversely affect our intellectual property rights in, or ability to commercialize or use, any such content. In the U.S., a number of civil lawsuits have been initiated related to the foregoing and other concerns, any one of which may, among other things, require us to limit the ways in which our AI systems are trained and may affect our ability to develop our AI-powered products and solutions. If we do not have sufficient rights to use the data or other material or content on which the AI tools we use rely, we also may incur liability through the violation of applicable laws and regulations, third-party intellectual property, data privacy, or other rights, or contracts to which we are a party.
Read in the 10-K filed Feb 17, 2026 ↗
As the utilization of AI becomes more prevalent, we anticipate that it will continue to present new or unanticipated ethical, reputational, technical, operational, legal, competitive and regulatory issues, among others. We expect that our incorporation of AI in our business will require additional resources, including the incurrence of additional costs, to develop and maintain our products and solutions and features to minimize potentially harmful or unintended consequences, to comply with applicable and emerging laws and regulations, to maintain or extend our competitive position, and to address any ethical, reputational, technical, operational, legal, competitive or regulatory issues which may arise as a result of any of the foregoing. As a result, the challenges presented with our use of AI could adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 17, 2026 ↗
The Company continues to face cybersecurity threats, including ransomware attempts, data breaches, and phishing and social engineering attempts targeting its systems and its employees, and those of third-party vendors. Increasingly sophisticated methods, including the use of AI by threat actors, heighten these risks. The Company has implemented a formal cybersecurity program; however, threat actors’ techniques continue to evolve and may not be identifiable until deployed, which could limit the Company’s ability to prevent unauthorized access, data compromise, service disruption, or fraudulent activity. The Company may be unable to anticipate and/or implement appropriate controls needed to protect against these evolving threats or be required to expend additional resources to prepare for and respond to any cybersecurity vulnerabilities. Evolving threats may outpace defenses, requiring ongoing investment in security measures. Data and cybersecurity incidents, including those involving third parties, such as the AMCA Incident, could result in data loss, service disruption, reputational harm, litigation, regulatory penalties, and increased insurance costs. Remote work arrangements further elevate exposure to cyber risks.
Read in the 10-K filed Feb 24, 2026 ↗
The Company and certain of its third-party vendors use AI and machine learning tools to enhance productivity and innovation, but these technologies also introduce risks. Improper use may lead to data leaks of sensitive, proprietary, or confidential information, flawed outputs, biased decisions, or reputational harm. In addition, rapid advancements could render existing tools obsolete or give competitors an edge, emerging regulations may subject the Company to new restrictions or penalties, and AI systems may be vulnerable to new security threats. These risks could result in legal liabilities, customer loss, and reputational damage, each of which could have an adverse impact on the Company’s business and operations.
Read in the 10-K filed Feb 24, 2026 ↗
and requires the Company to notify individuals about its privacy practices. The Company has implemented policies to comply with HIPAA, but evolving regulations—including a proposed rule to clarify the HIPAA Security Rule—may increase compliance obligations. State laws, such as the CCPA and the Washington My Health My Data Act, impose additional requirements that may exceed requirements under HIPAA and other federal standards. The Company must also comply with restrictions on international data transfers imposed through standards such as the DOJ’s Data Security Program, and emerging laws regulating AI, algorithms, and automated processing, which may increase compliance costs.
Read in the 10-K filed Feb 24, 2026 ↗
We could be negatively impacted by a security breach of our Information Technology (“IT”) networks and related systems. We face the risk of a security breach, whether through cyber-attack on our IT infrastructure, insider threat, or threats to the physical security of our facilities and employees or other significant disruption of our IT networks and related systems or those of our suppliers or subcontractors. The risk of a security breach or disruption, particularly through cyber-attack or cyber intrusion, including by computer hackers, foreign governments and cyber terrorists, is persistent. The volume, intensity and sophistication of threats from around the world remains elevated. These risks may increase as AI capabilities improve.
Read in the 10-K filed Feb 12, 2026 ↗
Our future success will depend on our ability to develop new products and services that achieve market acceptance in our current and future markets. Our businesses are characterized by rapidly changing technologies and evolving industry standards. To remain competitive, we need to continue to design, develop, manufacture, assemble, test, market and support new products and services, which will require the investment of significant financial resources in new technologies such as AI.
Read in the 10-K filed Feb 12, 2026 ↗
In addition, the markets for our products and services may not develop as we currently anticipate, we may not be as successful in newly identified markets as anticipated, and joint ventures, partnerships, strategic alliances or other teaming arrangements we may enter into to pursue developing new products and services may not be successful. Our competitors, including non-traditional new entrants, may incorporate AI technologies into their products or services more quickly or more successfully than us, which could impair our ability to compete. Furthermore, competitors may develop competing products and services or incorporate new technologies into their existing products and services that either gain market acceptance in advance of our products and services or cause our existing products and services or technologies to become non-competitive or obsolete, which could adversely affect our results of operations and harm our business.
Read in the 10-K filed Feb 12, 2026 ↗
The failure to effectively maintain and modernize our IT systems and infrastructure could adversely affect our business. Rapid development cycles and the growth and expansion of our business has created technical debt within our enterprise. As part of our digital transformation, we are modernizing our infrastructure, applications, and information ecosystem, inclusive of cloud migrations, increasing automation and expanding the use of AI. Until our digital transformation is fully complete, we will continue to rely on significant manual processes and procedures that subject us to increased risk of error and internal control failure compared to automated processes. Our ability to modernize our technology systems and infrastructure requires us to execute large-scale, complex programs and projects, which rely on the commitment of significant financial and managerial resources and effective planning and management processes. We also rely on third party outsourcing, so the speed and effectiveness of our digital transformation may be subject to additional factors beyond our control. Additionally, integrating AI capabilities could increase technical complexity, potentially exacerbating these challenges. As a result, we may be unable to complete our digital transformation and manage our technical debt efficiently or in a timely manner, which could result in operational resiliency issues, delivery delays, cost overruns, additional expenses, reputational harm, legal and regulatory actions, and other adverse consequences.
Read in the 10-K filed Feb 12, 2026 ↗
We operate in a market where demand can fluctuate rapidly and we may not be able to predict or quickly respond to trends in the dynamics of our markets and our customers or changes in customer demand, which could negatively impact our gross margins. Although AI is a relatively new demand driver for our products, it is evolving rapidly, and the expected timing and amount of investments related to AI can change significantly. As a result, it may be difficult to accurately forecast such demand and we may incur costs in anticipation of demand that ultimately does not materialize. We manufacture and purchase or commit to supplies based on forecasts of demand from our customers. If we overestimate demand, or if customers cancel or defer orders, change requirements or choose to purchase from our competitors, we may not be able to utilize on-hand inventory or reduce purchase commitments accordingly. If demand does materialize, but is lower than expected, we may not be able to reduce our costs in response, which would adversely impact our gross margins. We have experienced pressure on margins and profitability due to lower average selling prices, increase prices for certain products, price increase on certain products as a result of our supplier cost increases, inventory write-downs, cancellation penalties, and impairments charges, and may incur similar costs, charges and pressure on margins and profitability in the future.
Read in the 10-K filed Aug 17, 2026 ↗
In addition, evolving legal and regulatory frameworks governing intellectual property rights related to artificial intelligence (“AI”) may create uncertainty regarding ownership, scope, or enforceability of intellectual property developed using AI-enabled tools. These developments could reduce the value or protectability of intellectual property created through AI-assisted processes and adversely affect our competitive position.
Read in the 10-K filed Aug 17, 2026 ↗
We may incorporate the use of AI into our business, operations and offerings in ways which present opportunities as well as challenges and risks, particularly as AI can produce hallucinations and AI agents may take undesired actions, if used.AI systems or input data issues could present inaccurate information, privacy, reputational and other issues and liability. A number of jurisdictions have implemented (or will implement) AI-related laws which may adversely effect our business. For example, the EU AI Act, which has extra-territorial effect like the GDPR, imposes penalties up to the greater of: (i) €35 million; or (ii) 7% of an entire group's total annual worldwide turnover.
Read in the 10-K filed Sep 28, 2026 ↗
For example, the growth of AI technologies and related infrastructure has been and is expected to continue to be a significant driver of capital equipment expenditures of semiconductor manufacturers across both the memory and non-memory market segments we serve. However, customer decisions regarding the amount and timing of capital expenditures and the demand for our products and services could change rapidly and be impacted by factors outside of our control. These factors may include, without limitation: changes in actual or anticipated AI-driven demand for AI-related infrastructure or compute power to support AI models, tools, and other applications, including due to slower-than-anticipated adoption of AI technologies, increases in compute efficiency, or oversupply of AI-related infrastructure compute power; advances in fabrication processes, technology inflections or changes in technology architectures; new and emerging technologies or market drivers; actual or anticipated production capacity, utilization, and volumes of semiconductor manufacturers relative to demand for semiconductor devices; changes in end-user demand or behavior; the timing of or constraints on increases to AI-related infrastructure or semiconductor manufacturing capacity; the availability and cost of capital, including increases in interest rates or tightening in global capital markets; the availability and amount of government subsidies and incentives; the regulation of AI or related infrastructure technologies by government or other regulatory agencies; and geopolitical or macroeconomic instability, including wars, terrorism, political unrest, public health emergencies, inflation, recessionary conditions, trade restrictions, export controls, boycotts, and other business disruptions.
Read in the 10-K filed Aug 7, 2026 ↗
•changes in industry trends or demand drivers for semiconductor chips and semiconductor equipment, including changes in the level of investment in AI and related infrastructure;
Read in the 10-K filed Aug 7, 2026 ↗
We Use Artificial Intelligence in Our Business, and Challenges with Properly Managing Its Use Could Result in Reputational Harm, Competitive Harm, and Legal Liability, and Materially and Adversely Affect Our Results of Operations.
Read in the 10-K filed Aug 7, 2026 ↗
We are increasingly using AI tools as part of our business, including internally developed machine learning tools and large language models provided by third parties. For example, we use or are seeking to use AI tools to enhance research and development, manufacturing, installation, and servicing of our products, services delivery, supply chain management, sales and marketing, and compliance activities. We are also pursuing additional opportunities to incorporate AI tools, including agentic AI, into our business, including our products and services, and we expect this trend to continue. There are significant risks involved in developing and deploying AI, and there can be no assurance that our usage of AI will enhance our business, products or services, including our productivity, operational efficiency, effectiveness, or profitability. For example, if the AI tools we utilize are flawed or fail to execute properly, our ability to deliver our products and services to our customers may be adversely impacted. In addition, our competitors may incorporate AI tools into their products or operational processes more quickly or more successfully than us, which could have a material adverse effect on our competitive position, reputation and results of operations.
Read in the 10-K filed Aug 7, 2026 ↗
The intellectual property rights, including patent and copyright rights, associated with artificial intelligence have not been fully addressed by U.S. and foreign courts, and there remains uncertainty and ongoing litigation in different jurisdictions as to the degree and extent of protection warranted for artificial intelligence-generated technologies and relevant system inputs and outputs. The courts and regulators have not clearly defined the scope for artificial intelligence-generated content, algorithms or trained models. If we fail to secure or maintain protection for the intellectual property rights concerning technologies developed using artificial intelligence, or later have our intellectual property rights invalidated or otherwise diminished, our competitors may be able to take advantage of our research and development efforts to develop competing products, which could adversely affect our business, reputation, results of operations, or financial condition.
Read in the 10-K filed Aug 7, 2026 ↗
Our use or future adoption of artificial intelligence in our business, which may include tools developed by third parties, could expose us to breach of a data or software license, website terms of service claims, claimed violations of privacy rights or other tort claims. Further, although we have taken measures to prohibit such use, our employees’ use of third-party or publicly available artificial intelligence or other software tools may inadvertently result in the disclosure of our intellectual property, proprietary information or other sensitive or confidential data into the public domain, which could expose us to legal liability, diminish the value of our intellectual property, weaken our competitive position and harm our reputation.
Read in the 10-K filed Aug 7, 2026 ↗
We are subject to an evolving cybersecurity, privacy, and AI regulatory environment, and failure to comply with new or existing requirements, including federal cybersecurity incident disclosure obligations, could result in regulatory enforcement and further financial or reputational harm. Emerging laws and regulations governing AI, including the European Union AI Act, China's generative AI regulations, and potential U.S. federal and state AI legislation, may impose new compliance obligations, restrict certain uses of AI technology, or require transparency regarding AI-driven decision-making. Data localization and sovereignty requirements in certain jurisdictions may require us to store and process data locally, increasing operational complexity and costs. Sovereign AI initiatives, under which governments require AI systems to be developed, trained, or operated within national borders using local data, could limit our ability to deploy centralized AI tools globally and may require significant investment in region-specific infrastructure. Our cybersecurity insurance may not cover all losses or liabilities related to cyberattacks. Furthermore, a sophisticated attack could persist undetected within our systems for an extended period before being discovered, potentially amplifying its impact.
Read in the 10-K filed Mar 17, 2026 ↗
•The Company is expanding its use of AI and machine-learning, and any failure in its related strategy, compliance with regulations, or risk management could materially adversely affect its operations, reputation, and/or financial position.
Read in the 10-K filed Feb 5, 2026 ↗
The Company is expanding its use of AI and machine-learning. Any failure in the Company’s AI implementation strategy, compliance with regulations, or failure to otherwise manage the risks related to AI technologies effectively could materially adversely affect its operations, reputation, and/or financial position.
Read in the 10-K filed Feb 5, 2026 ↗
Our business continues and will continue to demand the use of sophisticated systems, software and technology, including artificial intelligence. These systems, software and technologies must be refined, updated and replaced on a regular basis in order for us to meet our business requirements, our residents’ demands and expectations, and regulatory requirements. If we are unable to do so on a timely basis or at a reasonable cost, or fail to do so, our business could suffer. Also, we may not achieve the benefits that we anticipate from any new system, software or technology, and a failure to do so could result in higher than anticipated costs or could adversely affect our results of operations.
Read in the 10-K filed Feb 6, 2026 ↗
•Our expansion into AI and HPC may divert resources from our core Bitcoin mining operations, limit our power capacity for mining, and introduce operational complexity;
Read in the 10-K filed Mar 2, 2026 ↗
•Our business expansion into the AI and HPC industry may be capital intensive and could affect our liquidity, results of operations and financial condition;
Read in the 10-K filed Mar 2, 2026 ↗
As we enter the HPC and AI services market, we face significant competition, which may adversely affect the occupancy and rental rates of our data centers. We now compete with numerous AI inference providers globally, including established data center operators, hyperscale cloud providers and specialized AI infrastructure companies. Some of our competitors and potential competitors have significant advantages over us, including greater scale, established customer relationships, technical expertise, vertically integrated platforms and more ready access to capital, which allows them to respond more quickly to new or changing market opportunities. Our growth depends in part on external sources of capital, which are outside of our control.
Read in the 10-K filed Mar 2, 2026 ↗
In addition, our ability to successfully develop and lease data center capacity through our strategic relationship with Starwood depends on, among other things, the procurement of creditworthy hyperscaler or enterprise tenants on commercially acceptable terms. If Starwood is unable to secure suitable tenants, obtain necessary power or permits, or otherwise execute development plans on expected timelines, our entry into the HPC and AI market could be delayed or fail to achieve anticipated returns. Further, following our acquisition of a majority stake in Exaion, our ability to generate revenue from HPC and AI services depends on customer adoption of our offerings, successful technical integration of compute resources and software platforms, and the performance, reliability and scalability of the underlying infrastructure. If our infrastructure does not meet customers’ performance requirements, if we experience service interruptions or reliability issues, or if customer demand does not scale as anticipated, utilization rates at our facilities could be lower than expected. Any failure to attract sufficient demand, deliver consistent performance, or scale these initiatives effectively could adversely affect our data center revenues, margins and overall growth strategy.
Read in the 10-K filed Mar 2, 2026 ↗
Our expansion into AI and HPC may divert resources from our core Bitcoin mining operations, limit our power capacity for mining, and introduce operational complexity.
Read in the 10-K filed Mar 2, 2026 ↗
While we intend to continue our Bitcoin mining operations, the allocation of resources to support AI and HPC development may reduce the capital, personnel, infrastructure and power capacity available for our mining business. In particular, the diversion of power capacity to AI and HPC workloads may limit our ability to deploy that power for Bitcoin mining, which is a highly competitive and capital-intensive industry. As a result, we may be unable to expand our deployed hashrate at the pace of our competitors, potentially diminishing our market share and profitability. Expanding into AI and HPC may also increase operational complexity and place additional demands on our management, technical and support teams, which could negatively affect our overall performance, strategic execution and profitability.
Read in the 10-K filed Mar 2, 2026 ↗
Our business expansion into the AI and HPC industry may be capital intensive and could affect our liquidity, results of operations and financial condition.
Read in the 10-K filed Mar 2, 2026 ↗
Our expansion into the AI and HPC industry is expected to increase capital intensity and shift the timing of cash inflows relative to capital outlays. AI and HPC data centers require substantial up-front capital expenditures, which may temporarily reduce liquidity.
Read in the 10-K filed Mar 2, 2026 ↗
This business expansion introduces uncertainties that could impact our liquidity and capital resources. Increased capital expenditure requirements for new AI, HPC and data center infrastructure projects may accelerate cash deployment and increase short-term liquidity needs. The timing of cash inflows may shift, as hosting and leasing revenues generally materialize after construction completion and customer onboarding, resulting in a lag between capital investment and revenue realization. We may need to seek additional financing through debt, equity, or infrastructure-oriented funding to meet project-scale capital demands or to preserve bitcoin holdings during periods of market volatility.
Read in the 10-K filed Mar 2, 2026 ↗
We believe the potential for AI and HPC infrastructure complements our current business model with expected stable, long-term and high margin revenue. However, the success of our AI and HPC hosting strategy may not develop as anticipated and may be affected by factors such as the reliability and timing of power supply, supply chain disruption (including local labor availability), the implementation of new tariffs and more restrictive trade regulations and changes in in-house specialized expertise to manage the business. A failure to successfully implement our AI and HPC business strategy may adversely affect our business, prospects, or operations.
Read in the 10-K filed Mar 2, 2026 ↗
Moreover, our Bitcoin mining, AI or HPC operations may be negatively impacted by new land use and property laws, regulations or taxes enacted by state or local governments. Governmental authorities have and may continue to pursue and implement legislation and regulation that seeks to limit greenhouse gas emissions and noise generated by our facilities, which could adversely affect our ability to source electricity, mine Bitcoin or provide AI inference in a potentially material manner.
Read in the 10-K filed Mar 2, 2026 ↗
In addition, the AI tools we are incorporating into certain aspects of our business may not generate the intended efficiencies, may increase our exposure to risks (both known and unknown), and could adversely impact our business results. These risks include potential operational disruptions, data integrity issues, and unintended consequences from algorithmic decision-making. Further, emerging global and U.S. regulations governing AI use – including requirements for responsible use, transparency, bias mitigation, accountability, and explainability – may impose significant compliance obligations and increase reputational risk. Failure to comply with these standards or to effectively manage associated risks, including ethical considerations such as fairness, non-discrimination, and responsible deployment, could result in regulatory penalties, litigation, operational setbacks, or adverse brand perceptions.
Read in the 10-K filed Feb 24, 2026 ↗
•ability to introduce new products on a timely basis, including in response to market changes driven by AI and other factors, or by changing our product design and manufacturing to more advanced technology nodes;
Read in the 10-K filed May 21, 2026 ↗
•impact of evolving risks related to artificial intelligence, cybersecurity and data privacy across our products, operations, regulatory compliance, intellectual property, talent, and transactions;
Read in the 10-K filed May 21, 2026 ↗
•understanding and predicting changes in the market segments that we serve, including changes driven by AI;
Read in the 10-K filed May 21, 2026 ↗
We face significant and evolving risks related to AI across our products, operations, cybersecurity, regulatory compliance, intellectual property, confidential information, privacy, workforce, customer transactions, and customer demand, any of which could adversely affect our business, results of operations, financial condition and reputation.
Read in the 10-K filed May 21, 2026 ↗
Market dynamics and our product strategy are increasingly influenced by AI. Our ability to design, develop and timely introduce competitive products and processes - including those implementing new technologies such as AI, or complying with new governmental restrictions regarding implementation of new technologies - may be affected by how quickly we and our customers adapt to market changes driven by AI, and by the rate at which the markets we serve redesign and change their own products in response to AI and other market forces. Failure to respond timely could impair our competitive position, reduce design wins and sales, and negatively affect our margins.
Read in the 10-K filed May 21, 2026 ↗
Demand for AI-related products is subject to concentration and investment-cycle risk, and any slowdown or shift in AI spending could reduce demand for our products, pressure margins, and adversely affect our operating results.
Read in the 10-K filed May 21, 2026 ↗
AI also amplifies cybersecurity threats. As AI and machine learning evolve, they may lead to the development of dramatically more effective security tools, and cyber‑attackers may leverage these tools to enhance attack methods, identify novel security vulnerabilities, develop malicious code, sophisticated phishing attempts, and convincing deep fakes that manipulate our content or the voices or images of our leaders. Threats may also be introduced by our employees', our customers’, or our partners’ use of AI tools, including where AI‑generated source code incorporated into products or systems introduces malicious code or security vulnerabilities. We may be unaware of an incident, its magnitude or its effects until significant harm is done.
Read in the 10-K filed May 21, 2026 ↗
Our products and intellectual property may face heightened security, safety and reliability risks when used in AI‑enabled applications, including in the cloud, IoT, automotive and other emerging use cases. Security vulnerabilities in our products, industry‑standard specifications, or licensed intellectual property may be exploited, and we or our customers may not promptly detect or fully assess the impact of such vulnerabilities. These risks could result in reduced demand, adverse publicity, remediation costs, customer claims, litigation or regulatory scrutiny.
Read in the 10-K filed May 21, 2026 ↗
AI‑related laws, regulations and national and regional governmental policies are rapidly evolving and inconsistent across jurisdictions. New and existing frameworks in the United States, the European Union and China - including the EU AI Act’s risk‑based approach - may impose additional compliance, transparency, conformity assessment, monitoring or usage‑restriction obligations on AI‑enabled products. Conflicting regulatory requirements across jurisdictions increase compliance complexity and costs, and failure or perceived failure to comply could result in fines, penalties, investigations, restrictions on product offerings, reputational harm, or lost sales or talent.
Read in the 10-K filed May 21, 2026 ↗
We also face AI‑related risks in acquisitions and strategic relationships, including regulatory violations or cybersecurity risks arising from an acquired company’s or partner’s use of AI. In addition, competition for talent with AI expertise has intensified, and our ability to attract, retain and train personnel with appropriate AI skills and literacy is critical to our innovation and product roadmap.
Read in the 10-K filed May 21, 2026 ↗
Uncertainty in intellectual property law relating to works created using AI technology may result in changing or inconsistent IP protections, which could adversely affect our ability to protect or commercialize innovations developed with AI. Collectively, these AI‑related risks could lead to operational disruption, increased costs, reputational harm, loss of market share, reduced revenue and margins, and adverse impacts on our financial condition and stock price.
Read in the 10-K filed May 21, 2026 ↗
The adoption and use of AI in our business operations exposes us to risks and uncertainties.
Read in the 10-K filed May 8, 2026 ↗
We increasingly rely on technologies powered by or incorporating AI in our internal operations and business processes. The use of AI technologies introduces risks and uncertainties. AI can generate outputs that are false, misleading, incomplete, biased, or inconsistent. AI performance may degrade over time, or earlier than we planned, due to changes in inputs, data drift, updates by vendors, adversarial manipulations, and other causes. Our investments in AI may not yield anticipated benefits, and we might expend significant resources to maintain responsible and effective AI capabilities. Reliance on third-party AI tools and solutions may expose us to risks that are outside of our control, including compliance gaps. Our AI policies and safeguards may not be sufficient to protect us against negative outcomes, such as the misuse or loss of data or the compromise of our intellectual property. Any of the foregoing risks could adversely impact our reputation, our business operations, and our financial position or results of operations.
Read in the 10-K filed May 8, 2026 ↗
The EU AI Act has introduced a risk-based framework for regulating AI systems which applies different obligations to various participants in the AI supply chain. Compliance with the regulation, in its current form, could increase the Company’s costs and expose it to the risk of penalties or fines for noncompliance; however, the ultimate impact of the EU AI Act on the Company remains uncertain, as the European Commission has proposed measures intended to reduce the regulatory burden on businesses. In addition, numerous other foreign jurisdictions and U.S. states have proposed or enacted legislation relating to the development and use of GenAI.
Read in the 10-K filed Feb 18, 2026 ↗
respond rapidly enough to prevent a negative impact on our business. The techniques used to obtain unauthorized access to, or disrupt, information technology systems continue to evolve and may be further amplified by the use of AI and other emerging technologies by malicious actors. Like all organizations, we routinely experience attempted interference with the integrity of, and interruptions in, our technology systems via events such as cyber-attacks, malicious intrusions, or other breakdowns. The consequences of such an event could mean data breaches, interference with the integrity of our products and data, the compromising of our intellectual property or other proprietary information, operational disruptions, the need to implement manual processes or other temporary workarounds, or other significant disruptions.
Read in the 10-K filed Jun 18, 2026 ↗
data, may adversely affect our ability to develop and use AI or subject us to legal liability. In addition, AI may not develop in accordance with our expectations, and market acceptance of features, products, or services we build is uncertain. We regularly evaluate our product roadmaps and make significant changes as our understanding of the technological challenges and market landscape of AI, as well as our product ideas and designs, continue to evolve. As a result of these or other factors, our AI strategy and investments may not be successful in the foreseeable future, or at all, which could adversely affect our business, reputation, or financial results.
Read in the 10-K filed Jan 29, 2026 ↗
efforts will be successful. Our business and operations span numerous geographies around the world and involve thousands of employees, contractors, vendors, developers, partners, and other third parties, including AI and cloud services. At any given time, we face known and unknown cybersecurity risks and threats that are not fully mitigated, and we discover vulnerabilities in our security efforts.
Read in the 10-K filed Jan 29, 2026 ↗
Artificial intelligence (AI) technologies support a range of the Company’s activities, including research and development, operational processes, customer facing tools, and other business functions. The use of AI introduces risks that could adversely affect the Company’s business, results of operations, or financial condition. AI systems may produce inaccurate, biased, or incomplete outputs, which could lead to operational errors, reduced product or service quality, or unintentional impacts on business decisions. External vendors and third party AI tools may expose the Company to additional risks, including insufficient transparency into model performance, vulnerabilities in underlying technologies, or disruptions in service availability. AI development and deployment also require security, and proper governance of the data used. Use of AI tools, including third party platforms, increases the risk of unauthorized disclosure, loss, or misuse of confidential, personal, or commercially sensitive information. In addition, there is a risk that employees or contractors could inadvertently input confidential company information or third party proprietary data into AI systems, including systems not designed for secure handling of such information. These actions could result in violations of contractual obligations, data protection requirements, or intellectual property rights, and could expose the Company to legal, regulatory, or reputational harm. Emerging and evolving regulations related to AI use, transparency, safety, and accountability may require additional investment, changes to existing processes, or limitations on the development and application of these technologies. Rapid advances in AI may also create competitive pressures or require ongoing investment to maintain effectiveness, and failures to manage, govern, or deploy AI responsibly could impair the Company’s ability to achieve expected efficiencies or strategic objectives. While the Company will seek to develop and use artificial intelligence responsibly, and will attempt to identify and mitigate ethical, privacy, legal or other issues presented by its use, there can be no assurance that the Company will be fully successful in doing so, and may be subject to data breaches, allegations of unauthorized access to, or use of, third party data, information, or intellectual property rights, or other risks, which may lead to financial losses, legal liability, regulatory scrutiny and reputational damage.
Read in the 10-K filed Feb 3, 2026 ↗
Our use of artificial intelligence technologies in our operations may expose us to risks.
Read in the 10-K filed Feb 27, 2026 ↗
We rely on artificial intelligence (“AI”) technologies to support and enhance various aspects of our products, services, and internal operations. These systems may not perform as intended and expose us to risks. In particular, AI models can generate inaccurate, biased, or unpredictable outputs, and failures in data quality, system design, or oversight could result in operational disruptions, security or privacy incidents, reputational challenges, and other harms. Because AI systems can be complex and difficult to fully evaluate or
Read in the 10-K filed Feb 27, 2026 ↗
Changes in the regulation of artificial intelligence could result in enforcement actions, fines, or other adverse consequences.
Read in the 10-K filed Feb 27, 2026 ↗
We operate in a global market, and our use of AI is subject to different levels of regulations in different markets. These differences, as well as changes in the way AI is regulated—including potential new requirements governing transparency, accountability, data usage, and model controls—could increase our compliance costs, limit the use of certain technologies, or require changes to our products and processes. Any failure to comply with emerging AI regulatory frameworks could result in enforcement actions, fines, or other adverse consequences.
Read in the 10-K filed Feb 27, 2026 ↗
The development and use of GenAI and other AI technologies (collectively, AI Technologies), together with an uncertain and rapidly evolving global regulatory landscape, pose risks that could harm our reputation, expose us to liability, increase compliance costs, or otherwise adversely affect our business. In particular, new and emerging regulations, such as the European Union Artificial Intelligence Act (the EU AI Act), impose or are expected to impose enhanced obligations related to the development, deployment, transparency, governance, risk management, and use of certain AI systems, including those classified as high-risk, and may subject us to significant fines, penalties, operational restrictions, or changes to our business practices if we fail to comply. These requirements may apply extraterritorially, including to AI systems developed or deployed outside the European Union if their outputs are used in the EU.
Read in the 10-K filed Feb 20, 2026 ↗
In the United States, over the past year, states have advanced, and in some cases passed, dozens of laws focusing on AI and GenAI governance and regulation, including on deployment of AI Technologies in healthcare settings. At the same time, the Trump Administration has endorsed a federal moratorium on the enforcement of state AI laws, including through an executive order on “Ensuring a National Policy Framework for Artificial Intelligence.” So far, these efforts have not been successful at curtailing state action on AI regulation, contributing to a complicated legislative patchwork, which may be litigated in state and federal courts. Moreover, the FDA has advanced guidance and proposed frameworks for regulating AI Technologies in drug discovery, marketing submissions, and medical device development.
Read in the 10-K filed Feb 20, 2026 ↗
The integration of AI Technologies into our and our vendors’ systems (potentially without the vendor disclosing such use to us) subjects us to the risk that the providers of AI Technologies may not meet existing or evolving legal, regulatory or industry standards relating to privacy, data protection, cybersecurity, intellectual property, product safety, human oversight, or algorithmic accountability. Compliance with these requirements may require substantial investments in governance, documentation, monitoring, testing, or operational controls, and may limit our ability to deploy or scale certain AI-enabled tools or features.
Read in the 10-K filed Feb 20, 2026 ↗
In addition, bad actors globally use increasingly sophisticated methods, including AI Technologies, to engage in illegal activities involving the theft and misuse of personal information, confidential information and intellectual property. The use of GenAI models in our internal or third-party systems may create new attack surfaces or methods for adversaries, which could impact us and our vendors. These factors may lead to breaches of security or privacy, reduced system performance or availability, loss of intellectual property, unauthorized disclosure of confidential or proprietary information. Sophisticated cyber-attacks, including those leveraging AI, could exacerbate these risks.
Read in the 10-K filed Feb 20, 2026 ↗
Further, GenAI’s potential for producing false, misleading or biased outputs, or to generate content that may not be subject to IP protection or that may infringe the proprietary rights of third parties, poses additional risks to our business. Regulatory changes or reinterpretations could introduce new compliance risks, including potential government enforcement actions or civil lawsuits. Our competitors’ faster or more effective adoption of AI could also disadvantage us.
Read in the 10-K filed Feb 20, 2026 ↗
In 2025, we launched a three-year program, Thrive, which focuses on our brand strategy, delivering greater value to clients, accelerating growth and improving efficiency (the "Program"). As part of the Program we also created a new unit, Business Client Services ("BCS") to accelerate innovation and centralize investments in operational excellence, data, AI and other analytics. As a part of these initiatives, we may optimize our global footprint, which involves inherent risks, including potential business disruptions or processing activities, loss of continuity or institutional knowledge, challenges in managing third-party providers and compliance with foreign regulatory requirements.
Read in the 10-K filed Feb 9, 2026 ↗
Rapid advances in artificial intelligence (“AI”) and machine learning (“ML”) technologies, including generative AI, could fundamentally alter the semiconductor industry and disrupt our business model and operations. AI-driven tools and platforms are increasingly being deployed across the integrated circuit (“IC”) development lifecycle, including in chip architecture design, electronic design automation (“EDA”), layout optimization, verification, testing, and process node development. If AI-enabled efficiencies substantially reduce the complexity, cost, or time required to design, develop, and manufacture semiconductor products, our competitive position could be materially and adversely affected.
Read in the 10-K filed Mar 11, 2026 ↗
AI-driven design tools may lower traditional barriers to entry in the semiconductor industry by enabling new market participants, including technology companies that have not historically engaged in chip design, to develop high-performance, custom semiconductor solutions in-house with reduced reliance on third-party chip suppliers. This trend toward internal chip development, sometimes referred to as "insourcing" or "vertical integration," could reduce demand for our products and erode our market share. In particular, large cloud computing providers, automotive original equipment manufacturers, and other technology-focused enterprises have already begun investing in proprietary chip design capabilities, and advancements in AI may accelerate this trend.
Read in the 10-K filed Mar 11, 2026 ↗
AI and ML technologies may enable our existing competitors to achieve design and manufacturing efficiencies that we are unable to match, thereby diminishing or eliminating our current technological or cost advantages. Competitors that more effectively integrate AI into their IC development workflows may be able to bring products to market faster, at lower cost, or with superior performance characteristics compared to our offerings. If we fail to adopt and integrate AI technologies into our own design and development processes at a pace consistent with or faster than our competitors, our products could become less competitive, which would have a material adverse effect on our revenue and profitability.
Read in the 10-K filed Mar 11, 2026 ↗
AI-generated efficiencies may compress product development cycles across the industry, which could shorten the useful commercial life of our existing products and reduce the return on our research and development investments. As AI tools enable more rapid iteration and optimization of chip designs, customers may expect faster product refresh cycles, placing additional pressure on our research and development resources and potentially leading to accelerated inventory obsolescence.
Read in the 10-K filed Mar 11, 2026 ↗
Our investment in AI-related capabilities may not yield the anticipated benefits. Developing, acquiring, or integrating AI-driven tools and talent into our operations will require significant capital expenditures and operational resources, and there is no assurance that these investments will generate a return sufficient to justify their cost. Additionally, the deployment of AI technologies in our design and manufacturing processes may introduce new and unforeseen risks, including design errors, security vulnerabilities, intellectual property concerns, and regulatory compliance challenges that could increase our costs, expose us to liability, or delay product launches. See also, “Costs related to defective products could have a material adverse effect on us” and “Cybersecurity risks could adversely affect our business and disrupt our operations” for additional information.
Read in the 10-K filed Mar 11, 2026 ↗
AI technologies may disrupt the broader semiconductor supply chain and ecosystem in ways that are difficult to predict. For example, AI-driven advances in chiplet-based architectures, advanced packaging, or novel materials science could render certain of our existing product lines, manufacturing processes, or intellectual property less valuable or obsolete. Furthermore, the increasing use of AI in semiconductor design raises complex and evolving questions around intellectual property ownership, patentability, and trade secret protection, and the legal frameworks governing these issues remain uncertain and may develop in ways that are unfavorable to our business. See also, “We may be unable to protect our intellectual property, which would negatively affect our ability to compete” for additional information.
Read in the 10-K filed Mar 11, 2026 ↗
We cannot predict the pace or trajectory of AI development or the extent to which AI-driven disruption will affect the semiconductor industry. If we are unable to anticipate and adapt to these changes in a timely and effective manner, our business, financial condition, results of operations, and competitive position could be materially and adversely affected.
Read in the 10-K filed Mar 11, 2026 ↗
Competitors and new market entrants may use AI to develop products that compete with our offerings at lower price points, with faster time-to-market or with additional or better capabilities, which could impair our ability to compete effectively and put pressure on our revenues and subscriptions. Additionally, AI-enabled tools may allow clients, including asset managers, asset owners, banks, hedge funds and others, to develop in-house capabilities to replace our products such as custom indexes, risk analytics, and sustainability and climate data. Large-scale data scraping and generative AI models trained on publicly available information could also diminish the perceived uniqueness and commercial value of our proprietary content. Further, third-party AI tools and model providers may change their model behavior, pricing or terms, which could adversely affect our offerings, increase our costs or disrupt our operations.
Read in the 10-K filed Feb 6, 2026 ↗
The models underlying our use of AI technologies may be incorrectly or inadequately designed or implemented. If the content, analyses, or recommendations produced by AI are, or are perceived to be, biased, inaccurate, misleading, of poor quality, unethical or otherwise deficient or flawed, any of which may not be easily detectable or may be exacerbated when AI systems operate with greater autonomy, our business may be adversely affected. AI technologies, including generative AI, can produce outputs that appear authoritative but contain factual errors, “hallucinations,” or unintended biases. If AI-generated content in our products contains such errors, we could face client losses, reputational damage and potential legal liability. Failure to maintain appropriate oversight, governance frameworks, testing, documentation and monitoring could exacerbate these risks.
Read in the 10-K filed Feb 6, 2026 ↗
We have adopted principles and governance frameworks designed to support responsible use, data protection and risk management, but these may prove insufficient to prevent harmful outcomes or may not keep pace with the rapid evolution of AI capabilities and risks.
Read in the 10-K filed Feb 6, 2026 ↗
Our cloud and AI strategy requires substantial investments and depends on evolving customer demand, technological developments, competitive dynamics, and regulatory conditions, any of which could adversely affect our business, financial condition, and results of operations. We have made and are continuing to make significant capital and operational investments to develop, train, deploy, and support AI models and related cloud-based services, including building and expanding datacenters, acquiring necessary components, and securing energy resources. These investments are being made at significant scale and on an accelerated timeline, require substantial and increasing capital expenditures and continued access to capital, and are in advance of fully developed revenue streams. The associated revenue may not be realized in the expected timeframes or at expected levels. Our capital and operational investments are complex and involve projects in multiple locations around the world that expose us to increased compliance risks and political challenges, among others. Our ability to fund these investments depends on our ability to generate sufficient cash flows and obtain financing on acceptable terms. Adverse changes in interest rates, credit markets, investor sentiment, our credit ratings, or other factors affecting capital availability could increase our cost of capital or limit our ability to execute our infrastructure strategy. The financial success of these investments depends on a number of uncertain factors, including customer demand for cloud-based and AI products and services and continued customer use of Azure to build, train, deploy, and run AI workloads, our ability to price and monetize those services at levels sufficient to recover our costs, competitive dynamics affecting pricing, and the pace of adoption of AI. Customers may reduce, delay, or shift AI workloads to competing platforms, on-premises or local deployments, or other alternatives. If adoption of our AI services develops more slowly than expected, or if customers do not continue to utilize Azure for AI workloads at anticipated levels, we may not realize the expected returns on our investments.
Read in the 10-K filed Jul 29, 2026 ↗
Demand for cloud-based and AI products and services is evolving and difficult to forecast. Overestimation of demand or misalignment of capacity investments may result in underutilization of infrastructure and may lead to impairment of assets on our balance sheet. Conversely, demand exceeding available capacity limits our ability to meet customer needs in a timely manner.
Read in the 10-K filed Jul 29, 2026 ↗
The cost structure for AI products and services is subject to significant uncertainty, including with respect to model training and inference costs, the availability and pricing of components, and energy costs. If these costs increase, remain elevated, or fail to decline, or if pricing for AI products and services declines as a result of competition, commoditization, or other market forces, our margins, financial condition, and results of operations could be adversely affected.
Read in the 10-K filed Jul 29, 2026 ↗
Our AI strategy also depends in part on strategic relationships with third parties that provide technologies, models, products, and services that enhance our offerings. These relationships may change over time, and many of these partners compete with us with respect to certain products and services. Changes in strategic priorities, contractual arrangements, our access to third-party technologies, or key commercial relationships could adversely affect the competitiveness of our AI products and services. In some cases, these parties are significant customers of Azure and other cloud services. The economic benefits we expect to derive from these relationships, including through commercial arrangements, technology access, and Azure consumption, may not be realized or sustained. As we manage infrastructure capacity constraints and evolving customer demand, we may modify capacity allocations, deployment priorities, pricing, or other commercial arrangements. Strategic partners and other customers may likewise adjust their purchasing decisions, deployment strategies, workloads, or anticipated use of our products and services. As a result, expected consumption or anticipated demand may not materialize, may be delayed or reduced, or may decline over time. Any such developments could adversely affect our business, financial condition, and results of operations.
Read in the 10-K filed Jul 29, 2026 ↗
Our success depends on our ability to develop, deliver, and maintain competitive cloud-based and AI products and services that achieve broad customer adoption and sustainable revenue growth. Our ability to succeed depends on our ability to develop and deliver differentiated products and services that meet evolving customer needs, achieve broad adoption, maintain customer trust, and generate sustainable revenue and growth. The markets for cloud-based and AI products and services are highly dynamic, characterized by shifting customer expectations, increasing regulatory and governmental scrutiny, intense competition, and rapid technological change, such as the accelerating importance of agentic computing. Whether we succeed in cloud-based and AI products and services depends on our execution in several areas, including:
Read in the 10-K filed Jul 29, 2026 ↗
•Driving customer adoption, usage, and retention of our cloud-based and AI products and services.
Read in the 10-K filed Jul 29, 2026 ↗
•Effectively monetizing our cloud-based and AI products through pricing models that reflect their value while remaining competitive.
Read in the 10-K filed Jul 29, 2026 ↗
•Attracting third parties to utilize, build on, and extend our cloud and AI platforms.
Read in the 10-K filed Jul 29, 2026 ↗
Our cloud-based and AI products and services may be misused by customers, users, or malicious actors for unintended, fraudulent, abusive, or unlawful purposes. Our efforts to detect, prevent, and mitigate such misuse may not be successful, which could result in reputational harm, regulatory scrutiny, service disruptions, or adverse impacts on our business, financial condition, and results of operations.
Read in the 10-K filed Jul 29, 2026 ↗
manner inconsistent with our responsible AI policies and practices. These outcomes may give rise to public controversy, societal concerns, or regulatory actions relating to human rights, privacy, employment, or other social, economic, or political issues, and could adversely affect our reputation, competitive position, business, financial condition, and results of operations.
Read in the 10-K filed Jul 29, 2026 ↗
We continue to invest in global market trends around automation and digitalization, as well as technologies related to artificial intelligence (AI). We have several initiatives that further strengthen our capabilities to serve customers, and we continue to advance the digital capability of our products and software to provide additional insights and productivity improvements to our customers throughout their value chains. As we develop new products and software, such as those related to automation and digitalization trends, we are required to comply with additional regulations.
Read in the 10-K filed Feb 6, 2026 ↗
Additionally, AI algorithms or training methodologies may be flawed, and datasets may contain irrelevant, insufficient, or biased information, which can cause errors in outputs. Failures to develop, deploy, or use AI technologies in a safe, responsible, and effective manner, whether by us, our customers, suppliers, partners, or third-party AI providers, could result in product quality issues, operational disruptions, legal liability, regulatory scrutiny, or reputational harm. We manage AI-related risks through our existing cybersecurity, privacy, legal, compliance, information governance, and enterprise risk management processes. However, these processes may not identify or mitigate all risks associated with evolving AI technologies, regulations, and industry practices.
Read in the 10-K filed Oct 9, 2026 ↗
A substantial portion of our margin is derived from sponsorship and advertising. Our advertisers are primarily Bitcoin exchanges, mining firms, and financial technology companies. During periods of high volatility, our sponsors may experience liquidity constraints or sharp reductions in discretionary marketing spend. A sustained bear market could lead to the non-renewal of multi-year sponsorship agreements or the transition of mining firm sponsors to AI focused firms, materially impacting our long-term revenue visibility. Given the nascent nature of the industry, some sponsors may face financial instability or regulatory freezes. Any inability of a major partner to fulfill their payment obligations could lead to immediate bad debt write-offs.
Read in the 10-K filed Mar 30, 2026 ↗
We provide sponsors with data that identifies which institutional players are researching Bitcoin infrastructure. Stricter enforcement of GDPR or the UK Data Protection Act specifically regarding financial/crypto interest data could limit our ability to monetize our audience. If generative AI models can effectively aggregate and synthesize specialist Bitcoin technical knowledge, the scarcity value of our intellectual property may be impaired.
Read in the 10-K filed Mar 30, 2026 ↗
We and the third parties with whom we work are subject to a variety of evolving Security Incident threats, including but not limited to social-engineering attacks (including through deep fakes, which may be increasingly more difficult to identify as fake, and phishing attacks), malicious code (such as viruses and worms), malware (including as a result of advanced persistent threat intrusions), credential harvesting, personnel misconduct or error, ransomware attacks, supply-chain attacks, software bugs, server malfunctions, or hardware failures, loss of data or other information technology assets, adware, attacks enhanced or facilitated by artificial intelligence (“AI”), including through increased speed, scale, or sophistication, telecommunications failures, earthquakes, fire, flood, power loss, system failures, computer viruses, software errors, physical or electronic break-ins or malicious hacks or attacks on our systems (such as denial of service attacks), and other similar threats. Additionally, our confidential and sensitive data of the Company and our clients may be leaked, disclosed, or revealed as a result of or in connection with our employees’, personnel’s, or vendors’ use of AI technology.
Read in the 10-K filed Mar 30, 2026 ↗
The regulatory landscape is constantly evolving and may be interpreted or applied in ways that harm our business. New or emerging regulatory frameworks addressing technologies such as AI, biometric data, or advanced analytics may further increase compliance complexity or restrict certain business practices. In addition, these laws, regulations, and other obligations may also be interpreted and applied inconsistently from jurisdiction to jurisdiction. Evolving enforcement priorities increase our risk profile. Federal and state regulators, including the FTC and state attorneys general, have pursued enforcement actions related to privacy disclosures, tracking technologies, sensitive data uses, security practices, breach response, and health-related data handled outside traditional HIPAA contexts. Adverse enforcement or private litigation outcomes could be material.
Read in the 10-K filed Mar 30, 2026 ↗
We may be incorporating artificial intelligence technologies into our products, services and processes. These technologies may present business, compliance and reputational risks.
Read in the 10-K filed Dec 17, 2025 ↗
The introduction of artificial intelligence ("AI") and machine-learning technologies, particularly generative AI, into internal processes, third-party services and/or new and existing offerings may result in new or expanded risks and liabilities, including due to enhanced governmental or regulatory scrutiny, litigation, compliance issues, ethical concerns, confidentiality or security risks, as well as other factors that could adversely affect our business, reputation and financial results. In addition, our personnel could, unbeknownst to us, improperly utilize AI and machine learning-technology while carrying out their responsibilities. The use of AI in third-party services and the development of our products and services could also cause loss of intellectual property, as well as subject us to risks related to intellectual property infringement or misappropriation, data privacy and cybersecurity. The use of artificial intelligence can lead to unintended consequences, including generating content that appears correct but is factually inaccurate, misleading or otherwise flawed, or that results in unintended biases and discriminatory outcomes, which could harm our reputation and business and expose us to risks related to inaccuracies or errors in the output of such technologies.
Read in the 10-K filed Dec 17, 2025 ↗
The productivity increases and competitive advantages NEE and FPL plan to achieve through the use of artificial intelligence (AI) technologies may not be realized and the use of and reliance on AI may present certain risks, both of which could materially adversely affect their business, financial condition, results of operations and prospects.
Read in the 10-K filed Feb 13, 2026 ↗
NEE and FPL use AI technologies in various aspects of their operations, including, without limitation, financial analysis, strategic planning, field work intelligence, work scheduling, grid optimization, energy forecasting, customer service and operations management. The use of and reliance on AI may present certain risks such as, but not limited to, AI tools may malfunction, produce inaccurate or biased outputs, or behave unpredictably, and introduce NEE and FPL to additional cybersecurity threats and data privacy risks. In addition, as NEE and FPL rely on third-party vendors for certain AI tools, platforms and collaborations, NEE and FPL could experience third-party vendor issues such as disruptions in vendor relationships, performance issues, cybersecurity threats or disputes over intellectual property rights. Further, the regulatory environment governing AI is also evolving, and future legislation or agency rulemaking may impose new compliance obligations or restrict certain AI applications, increasing costs to comply with such requirements and failure to do so could result in regulatory enforcement, penalties or reputational harm. While AI technologies offer the potential to enhance operational efficiency, accelerate growth and lower costs, these benefits may not be realized and the use of and reliance on AI may present certain risks, both of which could materially adversely affect NEE’s and FPL’s business, financial condition, results of operations and prospects.
Read in the 10-K filed Feb 13, 2026 ↗
Although we anticipate expanding our base of data center customers, we expect the total number of data center customers we serve to remain relatively small by comparison to our current customer base. Any future data center contracts our subsidiaries enter into may contain termination and/or capacity reduction provisions and related reimbursement comparable to the ADS Contract, exposing us to risks comparable to those described above (the significance of which will be affected by the relative size of any such contract and the costs we incur to develop resources supporting such contract). The concentration of business with a small number of customers in an industry based on emerging technologies, including artificial intelligence and machine learning, presents several risks for us. Our data center customers’ technologies and their related business applications have developed rapidly in recent years and continue to develop. We cannot predict the rate at which or the extent to which these emerging technologies will be broadly adopted and successful as business models. Additionally, these customers may experience business downturn, which may cause the loss of these customers or may weaken their financial condition. Similarly, customers may reduce their investment in these new technologies or abandon them entirely.
Read in the 10-K filed Feb 11, 2026 ↗
connection with constructing their data centers, (iii) any decrease or lessening of current cloud-computing or artificial intelligence demand trends or a change in the current supportive legal and regulatory environment (in Northern Indiana or elsewhere) with respect to cloud-computing or artificial intelligence, as well as other factors such as environmental concerns (for example, relating to the sourcing of natural gas to power data centers or supplying water from local resources to cool data centers), which could negatively impact the demand for data centers, (iv) technological or other advances impacting the design and operation of data centers, which could reduce the amount of electricity needed to power data centers, potentially significantly, (v) competing energy technologies could become a preferred source of energy for powering data centers, (vi) any business downturns or weakening financial condition that our data center customers may experience and (vii) any decision by our data center customers to reduce their investment in these new technologies or abandon them entirely.
Read in the 10-K filed Feb 11, 2026 ↗
In addition, as a result of the ADS Contract, and any further agreements we may sign with data center companies, our stock price may experience increased volatility as a result of factors outside our control. For example, our stock price may be negatively affected as a result of any actual or perceived slowdown in the adoption of artificial intelligence technology, the regulation or proposed regulation of such technology, or actual or perceived changes in the strategic or financial position of our data center customers. The trading prices for shares of stock in a number of U.S. public companies operating or serving data centers have recently experienced significant volatility.
Read in the 10-K filed Feb 11, 2026 ↗
Moreover, as we develop, deploy and integrate AI, including internally developed and third-party AI tools, into our operations, digital platforms and business processes, we may face increased cybersecurity, privacy, data governance, operational and compliance risks, including risks related to unauthorized use or misuse of AI tools, data loss or unauthorized access to or disclosure of personal, confidential or proprietary information, inaccurate, biased or unintended outputs, including in certain employment-related uses, system vulnerabilities and rapidly evolving laws, regulations and standards relating to AI, privacy, cybersecurity and data use. In addition, threat actors may use AI to increase the speed, scale and sophistication of cyberattacks, including phishing, impersonation, credential theft, exploitation of known or previously unknown software vulnerabilities and other automated, targeted or coordinated attacks against our systems or those of our vendors and other third parties.
Read in the 10-K filed Jul 15, 2026 ↗
Our success in competing depends, in part, on our ability to remain price- and cost-competitive, respond to changes in customer acquisition strategies and preferences, accurately anticipate our customers’ needs, successfully effect our digital transformation strategy and identify, adopt and integrate new digital technologies, including artificial intelligence, into our manufacturing, operations, business processes, products and services.
Read in the 10-K filed Jan 27, 2026 ↗
operations can enhance our performance and enable our workforce to meet the needs of the customer. Our business may be adversely affected if we cannot continue to successfully integrate artificial intelligence into our business processes, products and services in a cost-effective, efficient, compliant and responsible manner. In addition, the advancement and integration of artificial intelligence technologies into our business are transforming the nature of work and the skills required within our workforce and may lead to workforce displacement. This could require us to invest in additional employee training, manage impacts on morale and retention and compete for candidates who possess more advanced technological skills. If we are unsuccessful in managing such risks to our workforce, it could negatively impact our operations. Additionally, emerging and potential regulations governing the use of artificial intelligence could impose additional requirements that may increase our costs or adversely impact our speed of delivery. Further, improper use of, or failure to adequately integrate, artificial intelligence could increase costs and lead to data breaches, reputational risks and otherwise negatively impact our business.
Read in the 10-K filed Jan 27, 2026 ↗
The Company’s use of, or failure to effectively adopt, AI systems in its operations, services and products poses operational, competitive, cybersecurity, legal and compliance risks that could adversely affect the Company.
Read in the 10-K filed Feb 24, 2026 ↗
The Company’s usage of third-party AI models, platforms, or cloud services introduces additional risks, including performance failures, service outages, and insufficient indemnities. The Company may also face claims that training data or model outputs infringe intellectual property rights or misappropriate trade secrets, and AI use may increase the risk of inadvertent disclosure or improper processing of confidential, personal, or commercially sensitive information.
Read in the 10-K filed Feb 24, 2026 ↗
Conversely, any failure by the Company to effectively and timely develop and implement AI technologies, or to attract and retain AI talent, could impair the Company’s ability to compete, particularly if competitors incorporate AI more quickly or more successfully to lower costs, improve customer experience, and accelerate innovation.
Read in the 10-K filed Feb 24, 2026 ↗
The rapid emergence of generative artificial intelligence (GenAI), including agentic AI, is reshaping demand patterns for storage and data management infrastructure in ways that are still evolving. Our ability to keep pace with the changing requirements of these technologies, and to adapt our products and go-to-market strategies accordingly, is critical to maintaining our competitive position. If we fail to do so, or if the pace of AI infrastructure investment shifts in ways we do not anticipate, our business, operating results, financial condition, and cash flows could be adversely affected.
Read in the 10-K filed Jun 5, 2026 ↗
AI technologies increasingly require seamless data management across hybrid and multi-cloud environments. If we were unable to effectively deliver our solutions across these fragmented environments to address customers’ AI challenges, customers may turn to alternative providers, which could adversely affect our competitive position and revenue.
Read in the 10-K filed Jun 5, 2026 ↗
that may increase our risk exposure. We face significant competition in the market and from other companies regarding AI technologies.
Read in the 10-K filed Jun 5, 2026 ↗
Customer demand continues to be influenced by cloud adoption, digital transformation initiatives, cybersecurity requirements, and increasing use of artificial intelligence and data-driven applications, driving significant changes in storage architectures and solution requirements. The emergence of artificial intelligence workloads has introduced additional competitive dynamics, particularly in areas related to data readiness, performance, scalability, and integration with compute and cloud ecosystems. Additionally, cloud service providers offer storage on demand without requiring capital expenditure, which meets rapidly evolving business needs and has altered the competitive landscape. We also face competition from alternative architectures or approaches that may reduce or eliminate demand for some of our offerings.
Read in the 10-K filed Jun 5, 2026 ↗
The availability of data centers, energy, and capital to support the buildout of NVIDIA AI infrastructure by our customers and partners is crucial, and any shortage of these and other necessary resources could impact our future revenue and financial performance. Expanding energy capacity to meet demand is a complex, multi-year process involving significant regulatory, technical, and construction challenges. In addition, access to capital can be particularly constrained for less-capitalized companies, which may face difficulties securing financing for large-scale infrastructure projects. These limitations could delay customer and partner deployments or reduce the scale of accelerated computing and AI adoption.
Read in the 10-K filed Feb 25, 2026 ↗
Individuals, groups of hackers and sophisticated organizations, including nation-states and nation-state-supported actors, and other threat actors have engaged and are expected to continue to engage in cyber-attacks. Additionally, some actors are using AI technology to launch more automated, targeted and coordinated attacks. Due to geopolitical conflicts
Read in the 10-K filed Feb 25, 2026 ↗
In January 2025, the USG published the AI Diffusion IFR in the Federal Register. The IFR would have imposed a worldwide licensing requirement on our data center products, such as our H200, GB200 and GB300. The AI Diffusion IFR would have divided the world into three tiers, relegating most countries to “Tier 2” status, and would have created a complex and burdensome scheme for licensing approvals.
Read in the 10-K filed Feb 25, 2026 ↗
In May 2025, the USG announced that it would rescind the AI Diffusion IFR and implement a replacement rule. The scope, timing, and requirements of the forthcoming rule remain uncertain. The replacement rule may impose new restrictions on our products or operations and/or add license requirements that could have a material impact on our business, operating results, and financial condition. For example, in October 2025, the Senate passed the “GAIN AI Act” in the NDAA. The GAIN AI Act would restrict the Trump Administration’s ability to adapt the Biden Administration’s export control rules, and could also allow private U.S. persons to review and overturn licensing and foreign policy decisions made by the Trump Administration.
Read in the 10-K filed Feb 25, 2026 ↗
Given the increasing strategic importance of AI and rising geopolitical tensions, the USG has changed and may again change the export control rules at any time and further subject a wider range of our products to export restrictions and licensing requirements, negatively impacting our business and financial results. In the event of such change, we may be unable to sell our inventory of such products and may be unable to develop replacement products not subject to the licensing requirements.
Read in the 10-K filed Feb 25, 2026 ↗
with employees and/or result in labor disputes if the tools are viewed as displacing workers. Given that the development, adoption and use of AI technologies continues to evolve rapidly, it is not possible to predict all of the risks related to the use of AI and the impact they may have on the Company.
Read in the 10-K filed Aug 7, 2026 ↗
that we seek legal or judicial enforcement of our intellectual property rights under the laws of such countries. Any inability on our part to adequately protect our intellectual property may have a material adverse effect on our business, financial condition and results of operations. Finally, the intellectual property ownership and license rights, including copyrights and patents, surrounding AI technologies, which we are and may in the future continue to build into our products, have not been fully addressed by U.S. or foreign courts, laws or regulations, and the use of AI in the development of our products and services could result in our loss of, or failure to obtain, intellectual property rights, as well as subject us to risks related to intellectual property infringement or misappropriation.
Read in the 10-K filed Feb 19, 2026 ↗
Further, we also rely on innovation in our IT and our use of or inability to adopt and deliver new technological capabilities and enhancements in line with strategic objectives, including artificial intelligence and machine learning, may put us at a competitive disadvantage (including delayed implementation and utilization that causes us to lag behind our competitors); cause us to miss opportunities to innovate or achieve efficiencies; or adversely impact our business, reputation, results of operations, and financial condition. The use of emerging technologies, including artificial intelligence, entails risks including risks relating to the possibility of intellectual property infringement or misappropriation; data privacy; potential for inaccuracy; bias; new or enhanced governmental or regulatory scrutiny, requirements, litigation, or other liability; ethical concerns; negative perceptions as to automation and artificial intelligence; cybersecurity concerns; or other complications or liabilities that could adversely affect our business, reputation, results of operations, or financial results.
Read in the 10-K filed Feb 25, 2026 ↗
Failure to adapt to technological developments, including emerging technologies such as generative AI and agentic AI, could adversely affect our competitive position, reputation, client relationships, results of operations and financial condition.
Read in the 10-K filed Feb 20, 2026 ↗
Our industry is highly competitive and subject to rapid technological change. Our ability to remain competitive depends in part on our ability to anticipate, develop, acquire and integrate new technologies, platforms and capabilities, including data-driven solutions, automation, generative AI and agentic AI. These technologies may require significant and ongoing investment, involve long development cycles and uncertain returns, and may not be accepted by clients or generate expected benefits.
Read in the 10-K filed Feb 20, 2026 ↗
If we fail to keep pace with technological developments, or if competitors or new market entrants adopt new technologies more quickly or effectively, or if our clients develop their own AI-related capabilities, our services could become less attractive to clients, our competitive position could be harmed, and our revenues and profitability could decline. In addition, the use of emerging technologies presents risks related to intellectual property, ethics, data privacy, cybersecurity and regulatory compliance. Any failure to address these risks effectively could adversely affect our reputation, client relationships, business results of operations and financial condition.
Read in the 10-K filed Feb 20, 2026 ↗
We are increasingly incorporating AI tools and capabilities into our business operations where we believe appropriate, which may subject us to significant competitive, legal, regulatory and other risks. There can be no assurance that our use of AI tools will enhance our business operations or result in a benefit to us. Our competitors may be more successful in their use of AI tools, including by developing superior products or improving their operations with the assistance of AI. Additionally, there could be adverse impacts from inaccurate or flawed algorithms. Our use of AI tools could also result in the loss of confidential information or intellectual property or an inability to claim or enforce intellectual property rights, as well as subject us to risks related to intellectual property infringement or misappropriation, data privacy, cybersecurity, and the unauthorized use of Company data. The jurisdictions in which we conduct business have and may adopt laws and regulations related to AI, which could cause us to incur greater compliance costs, limit our use of AI tools, or subject us to legal liabilities.
Read in the 10-K filed Feb 9, 2026 ↗
•Our AI products may not operate as anticipated, which could adversely affect our reputation, revenues and profitability.
Read in the 10-K filed Jun 22, 2026 ↗
continue to invest significant resources to develop and support our AI products, we may fall behind technological developments and evolving industry standards, which would likewise harm our ability to compete.
Read in the 10-K filed Jun 22, 2026 ↗
In addition, we depend on third parties to develop and deliver certain data center capacity and related infrastructure, and their inability to obtain financing, complete construction on schedule or manage construction cost overruns could delay the availability of data center space or increase our costs. We have faced, and may continue to face, challenges with securing reliable and cost-effective power sources for our data center energy demands, which are constrained globally due to the significant increase in demand for and limited availability of energy to power AI compute. These constraints on available power sources could disrupt operations at affected data centers or restrict our capacity to grow, adversely impacting our business, operating results, financial condition and prospects. In addition, power prices can be volatile, including due to extreme weather events and market structure in certain regions, and increases in energy costs can adversely affect our margins, particularly where customer pricing is fixed or committed. We also may enter into long-term power supply arrangements, including power purchase agreements or similar arrangements, that may extend beyond customer contract terms and expose us to counterparty risk, pricing risk and potential collateral or credit support requirements. We also may be unable to secure sufficient energy resources on acceptable terms to meet customer expectations or our sustainability goals. These investments and commitments may require significant cash outlays before, or in excess of, the revenues or cash flows generated by the related capacity, which could adversely affect our cash flows, increase our need for external financing or require us to reduce, delay or reprioritize other investments.
Read in the 10-K filed Jun 22, 2026 ↗
Further, as we integrate emerging and rapidly evolving technologies, including AI, into our products and services, we face evolving risks related to safety, data governance, regulatory compliance and intellectual property and may not be able to anticipate or identify vulnerabilities, design flaws or security threats resulting from the use of such technology and develop adequate protection measures, which could lead to unintended consequences and significantly impact our business, reputation, and financial results.
Read in the 10-K filed Feb 5, 2026 ↗
The exploration and production of oil, NGL and natural gas is a highly competitive business. The Company has many competitors (including national oil companies), some of which are larger and better funded, more risk-tolerant, have greater access to capital, technology and talent or have special competencies. As competitors develop or adopt new technologies (including artificial intelligence), the Company may be placed at a disadvantage and may be required to invest significant resources to remain competitive.
Read in the 10-K filed Feb 18, 2026 ↗
Technology failures, network disruptions and breaches of data security could disrupt the Company’s operations in numerous ways, including by causing accidents, delays or losses and impacts to the Company’s workforce, customers and local communities, impeding processing of transactions and reporting financial results, and leading to the unintentional disclosure of Company, partner, customer or employee information. In addition, the Company faces risks related to the unauthorized access, theft or misuse of proprietary information, including intellectual property, trade secrets and sensitive business data. These risks may arise not only from external actors but also from current or former insiders, including former employees, contractors or other parties with prior access to the Company’s systems. Loss or compromise of proprietary information could adversely impact the Company’s competitive position, strategic initiatives or business relationships. The Company also has exposure to cybersecurity risks where its systems, data and proprietary information are accessed, collected, hosted and/or processed by third-party cloud and other service providers. The Company also faces increased risk with the growing sophistication of artificial intelligence capabilities, which may improve or expand the existing capabilities of
Read in the 10-K filed Feb 18, 2026 ↗
cyber threat actors. While the Company uses advanced technologies, including AI-based tools, to strengthen its defenses and support business operations, such measures may not be successful in preventing or mitigating cyber threats.
Read in the 10-K filed Feb 18, 2026 ↗
•Cloud infrastructure providers and advanced AI companies increasingly offer native security and observability capabilities that compete directly with our offerings.
Read in the 10-K filed Sep 10, 2026 ↗
•The emergence of AI agents as a new class of identity presents both opportunities and risks that could impact our identity security offerings.
Read in the 10-K filed Sep 10, 2026 ↗
A growing portion of our revenue is generated from offerings priced on a consumption or usage basis, including certain of our observability and AI-related offerings. Pricing on this basis may result in significant near-term revenue growth as customers scale their usage but also creates exposure to customer optimization behavior, where customers who have rapidly increased usage subsequently seek to reduce, optimize, or reconfigure their consumption or usage to lower costs. This dynamic has been observed in the industry with cloud-native customers and, more recently, with AI-native
Read in the 10-K filed Sep 10, 2026 ↗
customers, whose data volumes and usage patterns can fluctuate significantly. Certain customer cohorts, including large enterprises and AI-native customers, may represent a meaningful portion of our consumption- or usage-based revenue growth, and any material optimization or reduction in usage by these cohorts, or their failure to renew subscriptions on comparable terms, could result in revenue volatility. If we are unable to accurately forecast or manage consumption or usage dynamics, our business, financial condition, and operating results may be adversely affected.
Read in the 10-K filed Sep 10, 2026 ↗
Cloud infrastructure providers and advanced AI companies increasingly offer native security and observability capabilities that compete directly with our offerings.
Read in the 10-K filed Sep 10, 2026 ↗
In addition, frontier or foundational AI model providers, or similar companies with advanced large language model capabilities, have entered or may enter the cybersecurity and observability markets, whether directly, through partnerships, or by enabling third parties to build competing security applications on top of their models. These companies possess substantial capital, technical talent, and have developed, or proprietary access to, foundational or frontier AI models. Their ability to rapidly iterate on model capabilities, attract AI research talent, and leverage significant compute infrastructure may allow them to introduce competing security capabilities more quickly or at lower cost than we can. If these or other AI companies develop and commercialize security products or embed security functionality into their broader AI platforms, customers may choose to consolidate their security spend with such providers rather than purchase our solutions, which could adversely affect our revenue, market share, and competitive position.
Read in the 10-K filed Sep 10, 2026 ↗
Vulnerabilities within our AI systems may be identified by researchers or malicious actors before we detect or remediate them, which could result in security incidents, data privacy issues, reputational damage, or loss of customer confidence. Advances in AI have also increased the speed, scale, and sophistication of cybersecurity threat activity, including reducing the time between vulnerability discovery and exploitation. To the extent customers, investors, or other market participants perceive that AI can automate or commoditize aspects of cybersecurity functions, the perceived value of certain cybersecurity solutions could diminish, and customer buying patterns, competitive dynamics, and demand for our products, subscriptions, and support offerings could be adversely affected. Investor and market perceptions regarding AI-related disruption to the cybersecurity industry could adversely affect our business and operating results, or the trading price of our common stock, even if these perceptions do not reflect actual changes in our business, customer demand, competitive positions, or financial performance.
Read in the 10-K filed Sep 10, 2026 ↗
The cybersecurity industry is undergoing a transformation as customers increasingly expect AI-native solutions that are designed from the ground up to leverage AI capabilities. If we fail to anticipate, invest in, or execute on the transition to AI-native platforms, or if our competitors develop AI-native offerings that achieve greater market acceptance, we may miss critical opportunities for growth and market leadership, and our business, including our gross margin, and competitive position could be materially harmed.
Read in the 10-K filed Sep 10, 2026 ↗
The emergence of AI agents as a new class of identity presents both opportunities and risks that could impact our identity security offerings.
Read in the 10-K filed Sep 10, 2026 ↗
The rapid deployment of generative AI systems and AI agents is creating a new class of identity that requires authenticated, secure access to sensitive resources at a scale and speed exceeding traditional identity models designed for human users. As AI agents gain capabilities and access within organizations, managing their identities and permissions is emerging as a significant operational and security challenge. The ability of our identity security solutions to evolve to effectively secure this new identity class will depend on continued investment in research and development, the availability of appropriate AI technologies, and market acceptance of our approach and products. If we fail to adequately address the security requirements associated with AI agents, or if our competitors more effectively secure AI identities, demand for our offerings could decline. Additionally, evolving standards, customer expectations, or regulatory requirements could require us to make significant changes to our offerings.
Read in the 10-K filed Sep 10, 2026 ↗
We rely on data center facilities operated by third-party cloud service providers to host and operate our cloud-based products and services. Any limitation on the capacity of these third-party providers, or tightening availability of cloud computing resources and machine compute capacity due to increased demand from other customers, supply chain constraints, or allocation decisions by providers, could impede our ability to onboard new customers, expand usage by existing customers, or deliver our products and services with the performance and reliability our customers expect. Demand for cloud computing infrastructure and specialized computing resources, including for AI and machine
Read in the 10-K filed Sep 10, 2026 ↗
Our use of AI technology and the incorporation of AI technology into our solutions carries risks and challenges that could adversely affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Jul 17, 2026 ↗
We have and are increasingly incorporating AI capabilities into many of our solutions, enabled by WISE, and internal processes to enable our customers and our employees to improve efficiency, scalability, and productivity. The integration of AI into our solutions presents risks and challenges, including that we may be unable to integrate AI technologies into our solutions when or as we expect, that our customers do not welcome or realize the anticipated benefits of such technologies or may use AI technologies from other providers instead of using our services, that new AI technologies may disrupt our industry adding market pressure, that our AI-based solutions could produce inaccurate results or have other unintended consequences, or that our AI-based solutions may expose us to lawsuits, regulatory investigations, or other proceedings, and subject us to legal liability as well as brand and reputational harm, all of which could negatively affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Jul 17, 2026 ↗
While AI technologies may offer significant benefits, they also create risks and challenges. Although we implement measures to address the accuracy and appropriate use of AI tools, including internal AI policies and training, these efforts may not always be successful. Use of AI tools that introduce bias, errors, hallucinations (false, misleading, or fabricated text purporting to be factual), as well as any failure by our employees, contractors, or partners to adhere to our AI policies, or inappropriate use of AI, could result in violations of confidentiality obligations, ethical considerations, laws, or regulations, jeopardize our intellectual property rights, or expose our solutions or business systems to defects and malware, any of which could adversely affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Jul 17, 2026 ↗
The Company is deploying AI tools to reduce operational costs and enhance performance for the Company and its customers, including the use of AI in its predictive analytics technology to forecast and implement vehicle service parameters to improve vehicle uptime. The Company's business, financial condition and result of operations may eventually be adversely affected if it fails to integrate these rapidly developing technologies in a timely, cost-effective, compliant and responsible manner.
Read in the 10-K filed Feb 18, 2026 ↗
may also lead to the unauthorized release of confidential or proprietary information which may impact our ability to realize the benefits of our data, including intellectual property. Further, reliance on third-party AI tools or services that incorporate AI may expose our organization to compliance gaps that are outside of our control. In addition, we could face risks related to our reliance on a small number of AI models or service providers.
Read in the 10-K filed Feb 26, 2026 ↗
We increasingly use artificial intelligence-based solutions in our business, which could result in reputational harm, legal liability, and adversely affect our operating results.
Read in the 10-K filed Feb 6, 2026 ↗
We and our business partners are increasingly incorporating artificial intelligence ("AI")-based solutions in our ways of working and operations, but this process involves uncertainty and risks, which may or may not yield corresponding benefits. Artificial intelligence technologies are complex, and there are technical and organizational challenges associated with achieving optimal levels of accuracy, efficiency, safety, explicability, reliability, and use for their intended purposes. Flaws, biases, data sourcing issues, limitations, errors, misconfiguration, or malfunctions in these systems could result in operational disruptions, including data loss and corruption. There is a risk of artificial intelligence system failures, disruptions, or vulnerabilities that could compromise PMI’s information technology
Read in the 10-K filed Feb 6, 2026 ↗
networks and systems and the integrity, availability, security, or privacy of PMI data processed by or through such systems. The emergence of AI and other technologies may also exacerbate other risks, including those related to regulation, litigation, compliance issues, ethical concerns, confidentiality, intellectual property ownership and infringement, and data privacy or security. Separately, AI presents a new attack surface that cybercriminals will attempt to exploit as well as providing means to scale and automate targeted attacks. Ineffective or inadequate artificial intelligence development, adoption, or deployment practices, including any use, reliance, or dependence on AI generated outputs, could result in unintended, unexpected, or otherwise unforeseen adverse consequences. These risks could have a material adverse effect on our business, reputation, financial condition, or operating results.
Read in the 10-K filed Feb 6, 2026 ↗
We may use artificial intelligence in our business and in our products, and challenges with properly managing its use could result in reputational harm, competitive harm, and legal liability, and adversely affect our results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
We are incorporating artificial intelligence solutions into our products, services and features, and we are leveraging artificial intelligence, including generative artificial intelligence and machine learning, in our product development, operations and software programming. Our competitors or other third parties may incorporate artificial intelligence into their products or operational processes more quickly or more successfully than us, which could have a material adverse effect on our competitive position, reputation and results of operations. In addition, there are significant risks involved in developing and deploying artificial intelligence and there can be no assurance that the usage of artificial intelligence will enhance our products or services or be beneficial to our business, including our efficiency or profitability. The rapid evolution of artificial intelligence, including the regulation of artificial intelligence by government or other regulatory agencies, will require significant resources to develop, test and maintain our platforms, offerings, services and features to implement artificial intelligence ethically and minimize any unintended harmful impacts.
Read in the 10-K filed Feb 24, 2026 ↗
The use by our employees of artificial intelligence tools or technology can adversely impact our business by posing risks to our confidential or proprietary information and could give rise to legal actions or reputational damage, or otherwise adversely affect our business.
Read in the 10-K filed Feb 24, 2026 ↗
Our workforce may use artificial intelligence tools or technology, which may result in the exposure of our confidential or proprietary information to unauthorized third parties and the misuse of our intellectual property. Use of artificial intelligence tools or technology may also result in claims against us alleging violation of third-party intellectual property rights. Use of artificial intelligence tools or technology may also result in inaccurate results that could cause mistakes in the Company’s decision-making or other business activities, which may have a material adverse impact on our business and results of operations. Further, there is no guarantee that our training and enforcement of procedures governing the use of artificial intelligence will be adequate to safeguard against the unauthorized use of artificial intelligence tools or technology.
Read in the 10-K filed Feb 24, 2026 ↗
Recent industry trends and projections of load growth reflect significant demand from data centers to support AI as well as onshoring of manufacturing, such as advanced semiconductor manufacturing. These data centers and large manufacturers may locate their operations within service territories other than our own. If they do choose to locate within our service territory, we may not be able to provide sufficient electric service within the time period they require due to capital or other constraints. APS may need to accelerate development plans of the related generation and transmission facilities to serve these potential customers, which may necessitate alternative financing structures, such as the novel subscription model we are pursuing in an effort to ensure growth pays for growth and reduce cross-subsidization of customer classes, as well as ACC approval. APS may not be able to secure facilities or regulatory approval to support these customers in a timely manner. Additionally, the future demand from these customers may not be realized to the extent currently projected and significant uncertainties exist regarding the future energy demand associated with data centers and AI. The difficulty in forecasting these demands and the
Read in the 10-K filed Feb 25, 2026 ↗
A significant element of our strategy is to increase revenue growth by continuing to focus on innovation and new product development. The results of our product development efforts may be affected by a number of factors, including our ability to anticipate customer needs, innovate and develop new products and technologies, successfully complete clinical trials, obtain regulatory approvals and reimbursement in the U.S. and abroad, gain and maintain market acceptance of our products, manufacture products in a cost-effective manner, and obtain appropriate intellectual property rights. Further, governmental regulation and laws related to AI and other emerging technologies may increase the burden and cost of research and development or require increased transparency that makes it more difficult to protect our intellectual property. In addition, patents attained by others can preclude or delay our commercialization of a product. There can be no assurance that any products currently in development, or that we may seek to develop in the future, will achieve technological feasibility, obtain regulatory approval, or gain market acceptance. If we are unable to develop and launch new products, our ability to maintain or expand our market position in the markets in which we participate may be negatively impacted. Even if we successfully develop new products, enhancements, or new generations of existing products, they may be quickly rendered obsolete by changing customer preferences, changing industry or regulatory standards, or competitors’ innovations. Our failure to introduce commercially successful new and innovative products in a timely manner could have a material adverse effect on our business, results of operations, financial condition, and cash flows.
Read in the 10-K filed Feb 18, 2026 ↗
We are incorporating artificial intelligence technologies into our research, products, services and processes. These technologies may present business, operational, compliance and reputational risks.
Read in the 10-K filed Feb 19, 2026 ↗
Artificial intelligence (“AI”) and machine-learning technology continue to advance rapidly, presenting both opportunities and risks. If we cannot incorporate these rapidly advancing technologies as quickly or effectively as other companies, our competitive position and business results may suffer. Incorporation of these new technologies into our processes may result in new or expanded risks, including risks related to regulatory compliance, litigation, ethical concerns, confidentiality or cybersecurity, among other factors that could potentially adversely impact our business, reputation and financial results. The use of AI in the development of our products and services could increase the risk of loss or theft of our intellectual property and could subject us to incremental risks related to data privacy and cybersecurity. The use of AI can lead to unintended consequences, including generating content that appears correct but is factually inaccurate, misleading or otherwise flawed, or that results in unintended biases and discriminatory outcomes, which could harm our stakeholders, our reputation and our business. Additionally, we face risks of competitive disadvantage if our competitors are able to more effectively use AI to create products or services at a lower cost or higher quality compared to PPG’s competing products or services.
Read in the 10-K filed Feb 19, 2026 ↗
PPL is anticipating increases in load demand, creating a business need for new power generating resources and transmission facilities. Much of this demand is driven by interconnecting with and providing power to data centers and large load customers to serve an increasingly digital economy and to support artificial intelligence. The business and capital investment plans of PPL are focused on meeting these current and projected needs. If these increased demands for electricity do not occur as projected or are not sustained as projected, for any reason, it could affect PPL's financial condition.
Read in the 10-K filed Feb 20, 2026 ↗
PPL is anticipating increases in load demand, creating the need for new power generating resources and transmission facilities. A substantial portion of this demand is driven by the current and projected power needs of data centers to serve an increasingly digital economy and to support artificial intelligence. Extending service to these facilities necessitates significant capital expenditures, which in turn requires sufficient access to sources of capital. These additional capital needs, the increased concentration of business within a single industry based on emerging technologies, and uncertainties regarding the actual capacity required to satisfy the projected new demands of these new industries creates risks for PPL. Ensuring that incremental revenues from these projected new demands cover incremental costs and risks is critical to PPL and its relationship to its existing customers. While contracts with new large load customers typically include provisions for early termination payments, minimum bills, and financial security, these contracts may not fully protect PPL against all risks. Changes in industry practice or advances in the related technologies could reduce the demand for electricity to power data centers or other large load facilities. Additionally, these industries may experience a business downturn, which could cause the loss of current or potential customers or may weaken the financial condition and creditworthiness of existing customers. If anticipated demand growth does not materialize, PPL could experience unrecovered capital investments. Conversely, if demand grows more rapidly than projected, PPL may face challenges in securing adequate generation and transmission capacity and maintaining service reliability.
Read in the 10-K filed Feb 20, 2026 ↗
Because AI technologies remain in the early stages of development and industry standards are still emerging, their use, whether by PPL, its subsidiaries or third-party vendors, presents inherent risks. Although we seek contractual protections and conduct due diligence with third-party vendors that incorporate AI technologies into their products or services, we may not have full visibility into, awareness of, or control over, the underlying data, supply chain dependencies, model training practices, performance, security safeguards, or compliance posture of such AI enabled tools. AI algorithms that we or our third-party vendors use may be flawed or may be based on datasets that are biased or insufficient, which may introduce risks involving data quality, data integrity, cybersecurity, adversarial manipulation, intellectual property, regulatory compliance, biased outcomes, or improper handling of sensitive information.
Read in the 10-K filed Feb 20, 2026 ↗
These limitations, failures, or inaccurate results generated as a result of our employees', contractors' or vendors' use or misuse of AI technologies could lead to operational interruptions or otherwise adversely affect our business, reputation, or financial results. In addition, the development, testing, and deployment of AI capabilities may require significant computational resources, specialized personnel, and additional investment, resulting in increased costs. We may not be able to recover these costs through our regulatory proceedings. Rapid advances in AI capabilities, as well as the emerging regulatory landscape in the United States and internationally, may also require modifications to our systems, adoption of enhanced governance processes or implementation of new safeguards. Future laws, regulations, Executive Orders, or industry standards relating to AI (which may be conflicting), including those addressing transparency, data usage, cybersecurity, accountability, or risk management, could materially affect how we design, procure, or use AI technologies and could increase compliance costs. In addition, the pace of AI innovation and regulation is unpredictable, and we cannot foresee all potential impacts of AI technologies or future laws and regulations or compliance requirements, and their associated costs and consequences. Any of the risks described above could adversely affect our business operations, reputation, or financial results.
Read in the 10-K filed Feb 20, 2026 ↗
The risks identified above could be exacerbated by agentic AI, which, acting without supervision, could take actions harmful to the Company or our customers.
Read in the 10-K filed Feb 12, 2026 ↗
Our use of artificial intelligence (“AI”) technology and the incorporation of AI technology into our products carries risks and challenges that could adversely affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Nov 21, 2025 ↗
We are increasingly incorporating AI capabilities into many of our products to enable our customers to become more agile and productive. The integration of AI into our products presents risks and challenges, including that we may be unable to integrate AI technologies into our products when or as we expect, that our customers do not appreciate or realize the anticipated benefits of such technologies, that competitors may incorporate AI into their products more quickly or effectively, that our AI-based solutions could produce inaccurate results or have other unintended consequences, or that our AI-based solutions may expose us to lawsuits, regulatory investigations, or other proceedings, and subject us to legal liability as well as brand and reputational harm, all of which could negatively affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Nov 21, 2025 ↗
We also use AI tools internally to make certain business processes more efficient. While these technologies offer significant benefits, they also create risks and challenges. Although we implement measures to address the accuracy and appropriate use of AI tools, including internal AI policies and training, these efforts may not always be successful. Inadvertent selection of AI tools that introduce bias, errors, or hallucinations, as well as any failure by our employees, contractors, or partners to adhere to our AI policies, or inappropriate use of AI, could result in violations of confidentiality obligations, laws, or regulations, jeopardize our intellectual property rights, or expose our products or business systems to defects and malware, any of which could adversely affect our business, financial condition, results of operations, and prospects.
Read in the 10-K filed Nov 21, 2025 ↗
website; AI; developments in technologies supporting our regulatory and compliance obligations; and in-store, digital, agentic and social commerce.
Read in the 10-K filed Feb 3, 2026 ↗
•Our increasing focus on artificial intelligence (AI), including on-device AI, agentic AI and AI infrastructure, may not result in the anticipated benefits and could expose us to additional competitive, regulatory, intellectual property and operational risks.
Read in the 10-K filed Nov 4, 2026 ↗
Our increasing focus on artificial intelligence (AI), including on-device AI, agentic AI and AI infrastructure, may not result in the anticipated benefits and could expose us to additional competitive, regulatory, intellectual property and operational risks.
Read in the 10-K filed Nov 4, 2026 ↗
AI technologies, including machine learning, generative AI, agentic AI and other data driven computational techniques, are increasingly important to our strategy across mobile, automotive, IoT, data center and other industries and applications, and we are investing significant engineering, research and development and other resources to integrate AI capabilities into our integrated circuit products, software platforms and system solutions. These investments are subject to a high degree of uncertainty and may not generate operating income or contribute to future results of operations or cash flows that meet our expectations, on the timeline we anticipate or at all.
Read in the 10-K filed Nov 4, 2026 ↗
The successful adoption and monetization of AI-enabled products depends on numerous factors beyond our control, including consumer demand, the willingness of customers to pay for AI-enabled functionality, the development of compelling AI use cases, competition from alternative architectures or cloud-based solutions, and the extent to which our customers develop or deploy proprietary AI technologies through vertical integration. If AI workloads shift toward competing platforms or architectures that do not rely on our products, or if end-user demand for AI-enabled products or functionality does not materialize as anticipated, our revenues, margins and results of operations could be negatively impacted.
Read in the 10-K filed Nov 4, 2026 ↗
AI technologies also may expose us to legal, regulatory, cybersecurity, privacy, intellectual property, operational and reputational risks. AI algorithms, models or training methodologies may be flawed, and datasets or outputs may be inaccurate, insufficient, biased, misleading or otherwise controversial. Our use of AI tools in our internal operations, or the use of AI-enabled products, tools or technologies by our customers, developers, vendors or other third parties, may result in inadvertent disclosure or misuse of confidential, proprietary, personal or competitively sensitive information, reliance on inaccurate or flawed outputs, cybersecurity or privacy incidents, claims of infringement or misuse of data, regulatory scrutiny, litigation or use that is inconsistent with our expectations, policies, controls or applicable laws and regulations.
Read in the 10-K filed Nov 4, 2026 ↗
If any of these risks materialize, our AI-related investments may not achieve the anticipated benefits, and our business, results of operations, cash flows and financial condition could be materially adversely affected.
Read in the 10-K filed Nov 4, 2026 ↗
The Company depends on technology and automated systems, including emerging technologies, such as artificial intelligence (“AI”), to operate its business, including but not limited to, computerized reservation systems, ship operations and crew scheduling systems, shipboard internet services, cloud-based technologies, technical and business operations systems and commercial websites and applications, including our mobile app. These technologies and systems require significant investment and must be refined, updated, upgraded and/or replaced with more advanced capabilities in order to continue to meet our customers’ demands and expectations, to operate in an interconnected business world, as well as to conduct our business operations effectively availing ourselves of technological advances.
Read in the 10-K filed Feb 11, 2026 ↗
Google, Meta, OpenAI, and Anthropic; Redditors may choose to find information using AI tools, which in some cases may have been trained using Reddit content, instead of visiting Reddit directly. While we have made, and expect to continue to make, significant investments to integrate AI, including generative AI, into our platform, AI technologies are rapidly evolving and there can be no guarantee that our products and services will remain competitive as new AI technologies are developed, adopted, and integrated.
Read in the 10-K filed Feb 6, 2026 ↗
Despite the above risks and challenges associated with the use of AI, in the retail industry AI is increasingly being adopted for personalized marketing, inventory management, customer service, pricing optimization, and supply chain management. The costs of implementing new technologies, including AI-driven property management tools, smart building systems, and data analytics platforms, may be substantial.The effectiveness of these tools are being evaluated in an ongoing mannter.
Read in the 10-K filed Feb 13, 2026 ↗
Advanced analytics and AI may enable retailers to optimize their store footprints, potentially leading to reduced space requirements and location closures. Moreover, generative AI and virtual shopping experiences may further shift consumer behavior away from physical stores. AI-powered tools may enable more efficient e-commerce operations, potentially impacting some of the competitive advantages of physical retail locations. Because the use and regulation of AI technologies continue to evolve, additional risks may emerge over time.
Read in the 10-K filed Feb 13, 2026 ↗
There are inherent risks related to our increasing use of artificial intelligence-based solutions.
Read in the 10-K filed Feb 4, 2026 ↗
The development and use of AI presents risks and challenges that may adversely impact our business.
Read in the 10-K filed Feb 24, 2026 ↗
We and our third-party vendors, clients or counterparties develop, deploy and incorporate AI technology in certain business processes, services and products. Our current and increasing development, deployment and use of AI presents a number of risks and challenges to our business. The legal and regulatory environment relating to AI is uncertain and rapidly
Read in the 10-K filed Feb 24, 2026 ↗
evolving, both in the U.S. and internationally, and includes regulatory schemes targeted specifically at AI as well as new and existing provisions in intellectual property, privacy, cybersecurity, consumer protection, employment and other laws applicable to the use of AI and changes in interpretation of the foregoing. These evolving laws and regulations could require changes in our implementation of AI technology and increase our compliance costs and the risk of non-compliance. AI models, particularly generative AI models, may, and often do, produce output or take action that is incorrect, that result in the release of personal, confidential or proprietary information, that reflect or introduce discrimination, errors or biases included in the data on which they are trained or prompts or algorithms on which they rely, that infringe on the intellectual property rights of others or that is otherwise harmful. In addition, the complexity of many AI models makes it challenging to understand why they are generating particular outputs. This limited transparency increases the challenges associated with assessing the proper operation of AI models, understanding and monitoring the capabilities of the AI models, reducing erroneous output, eliminating bias and complying with applicable laws and regulations, including those that require documentation or explanation of the basis on which decisions are made. Additionally, if we do not have sufficient rights to use AI models, the data on which they are trained or prompts or algorithms on which they rely or the output thereof, we could also incur liability through the violation of applicable laws and regulations, third-party intellectual property, privacy or other rights or contracts to which we are a party.
Read in the 10-K filed Feb 24, 2026 ↗
Further, we currently rely, and expect to continue to rely, on AI models developed by third parties, and are and would be dependent in part on the manner in which those third parties develop, train and deploy their models, which involves risks arising from any discrimination, errors or bias in the models and the data on which they are trained or prompts or algorithms on which they rely, as well as the risk of inadvertent disclosure or incorporation of our personal, confidential or proprietary information into publicly available training sets. Any of these risks may impact our ability to realize the benefit of such information or adequately maintain, protect and enforce our intellectual property rights, and could result in regulatory compliance failures and otherwise harm our competitive position and business. The use of AI by companies has resulted in, and may in the future result in, systems failures or errors and cyber-attacks or other similar incidents. We may not be able to sufficiently mitigate, remediate or detect any of the foregoing limitations or risks given our and other market participants’ evolving experience with using AI, the pace of technological change, and rapid adoption of AI by our third-party vendors, clients, counterparties or competitors. Any of these risks could expose us to liability or adverse legal or regulatory consequences and harm our reputation and the public perception of our business or the effectiveness of our security measures.
Read in the 10-K filed Feb 24, 2026 ↗
We are also exposed to risks arising from the use of AI technologies by bad actors to commit fraud and misappropriate funds and to facilitate cyber-attacks and other similar incidents. Generative AI, if used to perpetrate fraud or launch cyberattacks or other similar incidents, could create panic at a particular financial institution or securities exchange, which could pose a threat to financial stability.
Read in the 10-K filed Feb 24, 2026 ↗
Moreover, inappropriate or controversial data practices by AI developers and users, or other factors adversely affecting public opinion of AI, could also impair the acceptance of AI. If the AI technology that we incorporate into our business processes, services or products are, or are perceived to be, deficient, inaccurate or controversial, we could suffer operational inefficiencies, competitive harm, legal liability, brand or reputational harm or other adverse impacts on our business, results of operations and financial condition. Additionally, our competitors and other third parties may incorporate AI into their business processes, services and products more quickly or more successfully than us, which could impair our ability to compete effectively and adversely affect our business, results of operations and financial condition.
Read in the 10-K filed Feb 24, 2026 ↗
The digital assets industry is rapidly evolving, and we expect the services, technologies and market dynamics associated with it to continue to change. As a result, aspects of our business model and strategy may need to evolve in order for us to remain competitive and responsive to industry developments. From time to time, we may modify elements of our business model or pursue strategic initiatives that complement our power portfolio and current operations. We are exploring opportunities to expand our revenue sources, including a business transition to constructing and operating data centers which may be used for AI/HPC applications. We cannot assure you that these or any other modifications to our strategy will be successful, that they will achieve their intended objectives, or that they will not adversely affect our business. Strategic changes may also increase the complexity of our operations and place significant demands on our management team, personnel, systems, infrastructure, financial resources, and internal controls.
Read in the 10-K filed Mar 2, 2026 ↗
The industries in which we operate are highly competitive and continuously evolving. We expect competition to further intensify as existing and new competitors introduce new offerings or enhance existing offerings and as the industries that we operate in continue to grow. As we continue to expand in our existing markets and enter new markets, we compete against an increasing number of companies operating both within North America and abroad, that may be more established or have greater financial and other resources and/or expertise. Driven by the proliferation of energy-intensive applications such as bitcoin mining and HPC, demand for energy capacity continues to outpace supply. Our competitors may have greater financial, technical, and operational resources, longer operating histories, and stronger brand recognition than we do. To compete effectively, we must accurately anticipate technological developments, supply chain disruptions and regulatory constraints, our need for additional power and continue to innovate in the design, management, and operation of data centers, including those used to support AI/HPC applications. We may face difficulties expanding and improving our data centers at the pace necessary to remain competitive. Competitors with greater resources, experience, or industry relationships may be better positioned to secure strategic acquisitions, partnerships, or customer relationships that are critical to scaling data center operations. If we are unable to innovate effectively, maintain or grow our data center operations, or compete successfully against current and future competitors, our business, financial condition, and results of operations could be materially and adversely affected. Any such developments could also negatively impact the trading price of our securities.
Read in the 10-K filed Mar 2, 2026 ↗
The demand for power to support data centers, including AI/HPC workloads, has increased significantly, and we believe that by allocating a portion of our available power capacity to AI/HPC customers, while continuing to operate our bitcoin mining business, may create long-term value for our stockholders. We are in the process of developing scalable data center platforms at our Corsicana Facility and Rockdale Facility. As we pursue this expansion, we may face reputational harm, liability exposure, and adverse financial impacts arising from perceptions that we are shifting away from our core bitcoin-mining business, challenges associated with execution or integration, or increased scrutiny from investors and participants in the broader digital asset industry. Any perception that we are deprioritizing bitcoin mining could adversely affect our relationships with certain stakeholders, including investors, employees, and members of the crypto community. Data center customers also generally have heightened expectations regarding uptime, data integrity, cybersecurity, sustainability, and operational reliability. Any failure to meet these expectations, or any adverse incident involving our data center operations, could damage our reputation and credibility and negatively affect customer relationships. If we are unable to maintain or enhance our reputation, successfully execute our data-center strategy, or adapt to
Read in the 10-K filed Mar 2, 2026 ↗
Our expanding data center operations, including those supporting AI and HPC applications, may also be subject to new or evolving regulatory frameworks.
Read in the 10-K filed Mar 2, 2026 ↗
Data centers are increasingly scrutinized by federal, state, and local authorities due to concerns regarding energy consumption, land use, carbon emissions, water usage, environmental impacts, data-sovereignty considerations, and national-security-related issues. Regulators may impose new permitting requirements, energy-efficiency standards, carbon-reduction mandates, sustainability reporting rules, or operational restrictions specific to data centers, AI infrastructure, or high-density compute environments. Such regulations, particularly at the federal level or in the States of Texas and Kentucky, where our facilities operate, could increase our capital expenditures, delay development timelines, limit expansion opportunities, or require costly modifications to existing infrastructure. Any restrictions or new policy initiatives targeting large-scale compute operations, including those supporting AI/HPC workloads, could adversely affect our data center business or limit the economic viability of our strategic diversification initiatives. Given the evolving nature of digital asset and data-center regulation, and the difficulty of predicting the outcomes of ongoing or future governmental actions, we cannot assure you that future regulatory or legislative developments will not have a material adverse effect on our business, prospects, financial condition, or operations.
Read in the 10-K filed Mar 2, 2026 ↗
Our use and integration of artificial intelligence across our business presents risks and challenges that could adversely affect our business.
Read in the 10-K filed May 21, 2026 ↗
We are increasingly evaluating and deploying AI technologies, including generative AI and machine learning, across various aspects of our business. AI presents evolving risks that may be difficult to predict or mitigate. These risks include heightened data privacy, cybersecurity, and data protection risks, as the use of AI may involve processing sensitive data and, in some cases, sharing data with third-party providers. Such use may increase the risk of unauthorized access to, misuse, or disclosure of confidential information or personal data, introduce system vulnerabilities, and enable more sophisticated fraud and cyber-attacks. Any such event could result in operational disruptions, remediation costs, litigation, regulatory scrutiny, and reputational damage.
Read in the 10-K filed May 21, 2026 ↗
AI tools and systems may be unavailable, fail to perform as intended, or produce inaccurate or misleading outputs, and may be vulnerable to manipulation. When incorporated into our business processes, such risks could result in errors, inefficiencies, operational disruptions, or diminished customer experiences, and employees' use of AI tools may not always comply with our policies or controls. Further, we may rely on third-party AI technologies, cloud infrastructure, and data sets that could be subject to outages, security incidents, or changes in pricing or contractual terms, which may result in operational disruptions or the termination of our relationship with the providers of such technologies. AI-related activities also raise intellectual property, confidentiality, and content integrity risks, including potential claims that training data or outputs infringe third-party rights or that AI-generated content is inappropriate or inaccurate. Such risks could result in disputes, liability, regulatory inquiries, and reputational damage.
Read in the 10-K filed May 21, 2026 ↗
Our ability to successfully develop and deploy AI depends on attracting, developing, and retaining talent with AI-related skills and expertise. Competition for such talent is intense. If we are unable to build and maintain necessary AI capabilities, including such talent, we may not realize anticipated efficiencies or innovation benefits, or we may be competitively disadvantaged relative to peers that more effectively leverage AI. Conversely, investments in AI may not deliver expected returns, particularly in the near term, if adoption is limited or performance does not meet expectations.
Read in the 10-K filed May 21, 2026 ↗
The legal and regulatory environment governing AI is rapidly evolving. Emerging laws and regulations in jurisdictions where we operate may impose new obligations, limit the use of AI, or require changes to our products, processes, or controls. Compliance with such requirements could increase costs and expose us to investigations, enforcement actions, fines, or litigation.
Read in the 10-K filed May 21, 2026 ↗
Any perceived or actual failure to use AI responsibly, including with respect to fairness, bias, transparency, or governance, or to meet evolving stakeholder expectations, could harm our brand and reputation, reduce customer trust, negatively impact our workforce, and subject us to increased regulatory scrutiny or litigation, any of which could adversely affect our business, financial condition, and results of operations.
Read in the 10-K filed May 21, 2026 ↗
•Our use of artificial intelligence in certain products, software solutions and business operations may expose us to operational, regulatory and reputational risks that could adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Aug 13, 2026 ↗
Our use of artificial intelligence in certain products, software solutions and business operations may expose us to operational, regulatory and reputational risks that could adversely affect our business, financial condition and results of operations. We increasingly incorporate artificial intelligence, or AI, including machine learning, into certain products, software solutions and business processes to enhance patient engagement, support clinical workflows and improve operational efficiencies. AI-enabled features may not perform as intended and could produce inaccurate, inconsistent or unintended outputs. If our AI-enabled products or services fail to perform as expected, are perceived as unreliable, or do not gain market acceptance, our reputation, competitive position and operating results could be adversely affected.
Read in the 10-K filed Aug 13, 2026 ↗
The legal and regulatory framework governing AI continues to evolve globally. New or changing laws, regulations or industry standards may increase our compliance obligations, require modifications to existing products, delay product introductions or enhancements, or increase development and operating costs. In addition, our AI capabilities depend on access to appropriate data, technology infrastructure and specialized personnel. If we are unable to responsibly develop, deploy and maintain AI-enabled technologies, our business, financial condition and results of operations could be materially adversely affected
Read in the 10-K filed Aug 13, 2026 ↗
As we broaden the application of AI across product development, manufacturing, customer operations, and enterprise operations, we face evolving risks related to safety, data governance, regulatory compliance, intellectual property, and ethical use. Integrating AI into our offerings and internal processes may lead to unintended consequences, including biased outputs, inaccurate decision-making, and increased vulnerability to adversarial attacks, that could significantly impact our business, reputation, and financial results.
Read in the 10-K filed Nov 12, 2025 ↗
As global standards and regulations relating to AI increase and change, it could result in additional costs, reputational harm, legal liability, and regulatory scrutiny related to our use of AI. Additionally, misuse of sensitive data used in AI models may lead to privacy violations or non-compliance with data protection laws.
Read in the 10-K filed Nov 12, 2025 ↗
We rely on third-party AI platforms and services, including proprietary and open-source large language models and other AI technologies provided by companies such as OpenAI, Anthropic, Google, and Microsoft. These providers may change their terms of service, increase pricing, discontinue services, experience outages, decline to provide certain indemnities, or make changes to their AI models that adversely affect our products or operations. As AI becomes more central to our offerings, our exposure to pricing changes from these providers increases, and we may not be able to pass such cost increases on to our customers. We have limited control over these third-party AI systems and their updates, and any disruption in access to these services could have a significant impact on our business. The use of AI applications may result in cybersecurity incidents that implicate the personal data of end users of such applications. Any such cybersecurity incidents related to our use of AI applications could adversely affect our reputation and results of operations. AI also presents emerging ethical issues, and if our use of AI becomes controversial, we may experience brand, reputational, or competitive harm, or legal liability.
Read in the 10-K filed Feb 24, 2026 ↗
Regulation limiting or controlling the use of AI may restrict our ability to use AI, our ability to create new products, and create increased compliance costs.
Read in the 10-K filed Feb 24, 2026 ↗
We are subject to an evolving landscape of laws and regulations governing the use of AI. The EU AI Act classifies AI systems by risk level and may prohibit certain high-risk applications, requiring significant change to product design, documentation, governance processes, and risk management practices to achieve compliance. In the U.S., several states, including Colorado and California, have enacted or are considering AI-specific regulations addressing transparency, bias, and accountability, particularly in the housing and employment fields. Regulatory uncertainty regarding how these laws will be interpreted and enforced creates additional compliance challenges, and may cause us to modify our data handling and compliance practices, limit our ability to use certain data to support our products or product development efforts, hinder our customers’ ability to adopt or continue to use our products, or require us to cease offering or using certain AI-enabled features or services in particular jurisdictions.
Read in the 10-K filed Feb 24, 2026 ↗
Uncertainties related to the development, deployment and use of AI to advance our product offerings and improve internal operations may result in harm to our business and reputation.
Read in the 10-K filed Feb 24, 2026 ↗
We are advancing AI across our product and service offerings, and we are in the initial phases of expanding AI into the core functions of our business. The development and deployment of AI presents both risks and opportunities, and the implementation process could adversely impact the operations of our business as a whole. AI algorithms utilized in the deployment may be flawed or based on datasets that are biased or insufficient, and do not adequately take into account the underlying nature of our business. Failure to adequately train our employees during the deployment of AI could adversely impact our business or result in delays or errors in our offerings. Our competitiveness could also be negatively impacted by our failure to timely develop or deploy AI in our products and services, particularly if our competitors are successful in AI advancements in their products and services. The development of AI technology will require significant investment in resources and human capital and could increase our costs. There is uncertainty related to the legal and regulatory landscape surrounding rapidly evolving AI technologies, particularly in the areas of cybersecurity, intellectual property, and privacy and data protection. Failure to comply or appropriately respond to this developing landscape may result in increased legal liability, adverse regulatory action, or reputational damage.
Read in the 10-K filed Feb 24, 2026 ↗
Cybersecurity incidents and cyberattacks have been occurring globally at a more frequent and severe level and will likely continue to increase in frequency in the future. The digital asset industry is a particular target for cybersecurity incidents, which may occur through intentional or unintentional acts by individuals or groups having authorized or unauthorized access to our systems or our clients’ or counterparties’ information, which may include confidential information. These individuals or groups include employees, vendors and customers, as well as hackers. The information and technology systems used by us and our service providers, and other third parties, are vulnerable to damage or interruption from, among other things: hacking, ransomware, malware and other computer viruses; denial of service attacks; network failures; computer and telecommunication failures; phishing attacks; infiltration by unauthorized persons; security breaches; usage errors by their respective professionals; power outages; terrorism; and catastrophic events such as fires, tornadoes, floods, hurricanes and earthquakes. It is difficult or impossible to defend against every risk being posed by changing technologies, as well as criminals’ intent to commit cybercrime, and these efforts may not be successful in anticipating, preventing, detecting or stopping attacks, or reacting in a timely manner. The increasing sophistication and resources of cybercriminals and other non-state threat actors and increased actions by nation-state actors make it difficult to keep up with new threats and could result in a breach of security. Such threats may see their frequency increased, and effectiveness enhanced, by the use of artificial intelligence. Further, cybersecurity risks may be heightened as a result of ongoing global conflicts such as the Russia-Ukraine conflict or the ongoing Israel-Hamas conflict. Additionally, we cannot guarantee that our insurance coverage would be sufficient to cover any such losses.
Read in the 10-K filed Mar 9, 2026 ↗
marketing environment. Decisions to collaborate or refrain from collaborating with certain parties may impact our brand image and, consequently, our financial performance. Our programs may not always reach consumers as intended, particularly given the wide range of generational, geographical, cultural, and socioeconomic characteristics and channels of communication used by our customers, and effective resource allocation across channels, including digital, is critical. Additionally, factors such as operating costs, competitor strategies, and inflation may affect our pricing decisions, which could impact demand. For example, there is no guarantee future cost increases will be absorbed by customers. If our marketing or pricing strategies underperform relative to competitors, our sales and market share could decline. Likewise, if we do not continuously strengthen our capabilities in marketing, data analytics (including artificial intelligence and machine learning) and innovation to understand and maintain or grow consumer interest, brand loyalty, and market share while strategically expanding into other profitable categories of the commercial beverage industry, our business could be negatively affected.
Read in the 10-K filed Nov 14, 2025 ↗
Overall, the regulatory environment is growing more complex due to evolving laws, market expansion, and jurisdictional conflicts. Due to evolving technologies, such as artificial intelligence technologies, the legal and regulatory landscape is uncertain and evolving, and may impose compliance obligations that could increase our costs or limit how we may use these technologies. Moreover, the costs of monitoring and responding to such regulations could have an adverse effect on our operations or financial condition. Non-compliance—whether by us or our partners—can result in litigation, liability, fines, reputational harm, and financial restatements, all of which may adversely affect our business and results of operations.
Read in the 10-K filed Nov 14, 2025 ↗
Our information technology systems and those of our third-party service providers, business partners, and licensees—including those supporting point-of-sale, mobile platforms, payment systems, delivery, rewards, and administrative functions—store personal, financial, and confidential data from customers, employees, business partners, and licensees, as well as proprietary business information. Although we have put in place policies, procedures, and technological safeguards designed to protect the security of this information, we cannot guarantee that this information will not be improperly disclosed or accessed. Like other prominent retail companies, we have experienced cyber-attacks (e.g., phishing) and other attempts to breach or gain unauthorized access to our systems, as have our third-party service providers, business partners, and licensees. We expect such threats to continue and evolve, especially with the rapid evolution and increased adoption of artificial intelligence.
Read in the 10-K filed Nov 14, 2025 ↗
The increasing adoption of artificial intelligence technologies has led data protection authorities around the world to consider and adopt new and evolving interpretations of privacy and data protection laws, with specific obligations regarding processing of personal data, including required notices, consents, and opt-outs.
Read in the 10-K filed Nov 14, 2025 ↗
Emerging technologies, including artificial intelligence and machine learning, may not deliver expected efficiencies and could introduce new risks, such as those related to cybersecurity, data privacy, inaccuracies, hallucinations, bias or discrimination and intellectual property infringement, which may become more pronounced as the Company’s reliance on such technologies increases.
Read in the 10-K filed Nov 14, 2025 ↗
AI or machine learning technologies usage by our service providers in their business activities, whether or not known to us, could also expose us to risks. The failure of one or more such service providers to meet our expectations, including by use of AI tools in contravention of agreements with us, inputting our confidential or proprietary information into AI tools, or roll-out of new AI tools without our approval, may have an adverse effect on our operations or financial condition, result in legal or regulatory violations, jeopardize our intellectual property rights or give rise to issues pertaining to data privacy and data protection.
Read in the 10-K filed Aug 31, 2026 ↗
Furthermore, laws and regulations focused on the use and provision of AI or machine learning technologies may impose certain obligations on us and could result in monetary penalties or other regulatory actions. The regulatory framework for AI continues to evolve and is largely unsettled and fast-moving to varying extents in the jurisdictions in which we operate. Uncertainty in the legal regulatory regime relating to AI may require significant resources to modify and maintain business practices to comply with laws, the nature of which cannot be determined at this time. These obligations may make it harder for us to conduct our business using AI, lead to regulatory fines or penalties, require us to change our product offerings or business practices, or prevent or limit our use of AI. If we cannot use AI, or that use is restricted, it could lead to business disruption, our business may be less efficient, or we may be at a competitive disadvantage. Replacement of these technologies with compliant alternatives could require substantial capital expenditures or lead to a loss of proprietary data or historical optimization. Our failure, or perceived failure, to comply fully with developing interpretations of AI or machine learning technologies laws and regulations, or meet evolving and varied stakeholder expectations and industry standards, could harm our business, reputation, financial condition, and operating results.
Read in the 10-K filed Aug 31, 2026 ↗
•Our operating results may fluctuate due to changes in demand, industry cycles and the timing of customer deployments, including AI-related data center investments, and our ability to accurately forecast demand as a result of these changing market conditions.
Read in the 10-K filed Aug 17, 2026 ↗
Our operating results may fluctuate due to changes in demand, industry cycles and the timing of customer deployments, including AI-related data center investments, and our ability to accurately forecast demand as a result of these changing market conditions.
Read in the 10-K filed Aug 17, 2026 ↗
decrease and our business, operating results and financial condition could be adversely affected. For example, while we have seen continued strength in the artificial intelligence and high-performance computing sectors, certain industries such as industrial, automotive and consumer electronics have recovered more slowly from recent macroeconomic uncertainty, which have affected our business and operating results.
Read in the 10-K filed Dec 22, 2025 ↗
The deployment and use of artificial intelligence ("AI"), machine learning, or other emerging technologies in Solventum’s products and services, including as part of its research and development efforts, or its failure to adapt its products or services to industry trends and developments related to such technologies in a timely manner, or at all, could adversely affect Solventum’s business, financial condition, results of operations and cash flows.
Read in the 10-K filed Feb 27, 2026 ↗
Solventum has begun to deploy AI in its products and services, including as part of its research and development efforts, and Solventum expects to continue to explore additional uses as AI continues to develop. In addition, Solventum intends to devote significant resources to develop and deploy cloud, edge and software solutions in its healthcare solutions. For example, Solventum has incorporated AI into certain products in the Health Information Systems business segment and certain of its digital offerings and expects to continue to build AI into additional products. Any disruption or failure in the AI, machine learning, or other emerging technologies Solventum deploys or uses in its products and services, including as part of its research and development efforts, could adversely impact Solventum’s business, including as a result of flawed AI algorithms, insufficient or biased datasets, malfunctions or manipulations, unintentional release of confidential information, or product or service delays or recalls. In addition, any failure to successfully deploy or use such technologies in Solventum’s products and services, or to adapt to medical technology industry trends and developments related to such technologies in a timely manner (or at all), particularly as competitors incorporate such technologies into new and existing products and services, could adversely affect customer demand for Solventum’s products and its competitiveness. The deployment of AI, machine learning or other emerging technologies into Solventum’s products and services will require additional investment and increase its costs. Furthermore, the rapid advancement of technology, including AI, creates additional risks as Solventum includes such technology into its products and services, including from confidentiality, privacy, data protection, cybersecurity and compliance perspectives, and raises intellectual property issues and operational, technological and other concerns. Any of the above factors could adversely affect Solventum’s business, financial condition, results of operations and cash flows.
Read in the 10-K filed Feb 27, 2026 ↗
AI is a rapidly evolving technology that is fundamentally changing the way data is gathered, produced, protected, licensed, processed, and consumed. Given the importance of data to our products and services, AI continues to be an increasingly important part of our business and industry. While we have established a Company-wide AI strategy to drive our approach to data protection, licensing and AI integration in our processes, products and services, AI creates a number of evolving risks and opportunities and can exacerbate other risks, including those described herein:
Read in the 10-K filed Feb 11, 2026 ↗
•Our competitors are deploying AI in ways that could materially reduce demand for our products and services (for example, by deploying AI in ways that make collection and processing of information relatively inexpensive or free or by leveraging AI to build products and services that compete with our products and services). The emerging availability of “off-the-shelf” AI models may also increase the ability of new and existing competitors to develop technology and applications which may compete with our products and services.
Read in the 10-K filed Feb 11, 2026 ↗
•AI technologies used in our products and processes may incorporate or reproduce third-party content in their outputs, which may expose us to risks associated with infringing, misappropriating or otherwise violating others’ intellectual property rights, including the trademarks, copyrights, patents and other intellectual property rights of third parties, including from our competitors or nonpracticing entities which may expose us to protracted and expensive litigation and may materially and adversely affect our business going forward. We may also be unable to protect our data from unintended use or access by third-party AI systems.
Read in the 10-K filed Feb 11, 2026 ↗
•Our approach for managing our clients’ use of our data is influenced by AI. Our approach must effectively balance protecting our data and enabling our clients to leverage our data for their needs. Given the evolving nature of AI, at this time we are unable to predict if our approach will be successful. If our approach is ultimately inadequate, we could materially dilute the value of our data and/or lose significant market share or revenue.
Read in the 10-K filed Feb 11, 2026 ↗
We face evolving cybersecurity, technology resiliency and data security and governance risks, including with respect to increasing use of artificial intelligence.
Read in the 10-K filed Feb 26, 2026 ↗
In addition to security and privacy risks related to data, we face challenges related to data governance, including the need to manage our data with the aim to meet regulatory requirements and create a foundation for the use of artificial intelligence tools. Our current and potential future uses of such tools (and use by our vendors and agents) may expose us to heightened security and privacy risks as well as operational, legal, and reputational risks. Data produced by or contained in artificial intelligence tools may contain inaccuracies, and our investments in such technologies and related organizational changes may not deliver the expected benefits, which could result in operational disruptions, inefficiencies, unexpected costs and regulatory disallowances. Beginning in January 2027, our businesses that are subject to the California Consumer Privacy Act will also be subject to new regulations related to, among other things, the use of artificial intelligence tools to automate certain decisions. These regulations may limit some potential applications of such technologies, particularly with respect to previously collected personal data. The regulations require companies to disclose any covered use of such technologies and how the relevant decisions will be made and to allow consumers to opt out of such use, subject to limited exceptions. The regulations also require companies to conduct risk assessments before initiating certain data processing activities, disclose information about these assessments to the California Privacy Protection Agency, conduct an annual cybersecurity audit and submit a written compliance certification to the agency.
Read in the 10-K filed Feb 26, 2026 ↗
Likewise, governments and regulatory bodies worldwide are actively developing new laws, regulations and ethical guidelines governing AI use, including the European Union’s Artificial Intelligence Act. Compliance with evolving and potentially inconsistent AI regulations across jurisdictions may be costly and complex. Failure to comply could result in significant penalties, restrictions on our use of AI, or reputational harm. The use of AI may also raise data privacy concerns, particularly if AI systems process sensitive health information subject to GDPR, HIPAA or other privacy regulations. If our competitors deploy AI technologies more effectively than we do, we may lose market share or be unable to maintain our competitive position. Failure to adequately manage AI-related risks could have a material adverse effect on our business, reputation, financial condition, and results of operations.
Read in the 10-K filed May 29, 2026 ↗
We rely extensively on information technology systems, networks, and cloud-based platforms, including those operated by vendors, suppliers, and other third parties, to support our business operations. We and our third party providers are regularly subject to cybersecurity threats and attempted cyberattacks of varying types and degrees of sophistication, including phishing, social engineering, malware, ransomware, unauthorized access attempts, and other malicious activities. Such threats are common across our industry, continue to increase in frequency and sophistication, and may be difficult to prevent, detect, or mitigate, particularly as AI capabilities evolve to allow increasingly complex cyberattacks. Actual or perceived cybersecurity vulnerabilities or software or firmware defects affecting our products or services could also expose our customers’ systems, data, or operations to unauthorized access or other adverse impacts. This risk may be heightened as our products are deployed in increasingly interconnected enterprise, cloud, edge, and data center environments.
Read in the 10-K filed Aug 4, 2026 ↗
We have implemented security measures designed to prevent, detect, and respond to cybersecurity threats, but these measures may not be effective against all threats or prevent every incident. We cannot guarantee that our or our third party providers’ products, systems, components, software, or infrastructure are free of exploitable defects, bugs, or vulnerabilities, and use of AI technologies by us or our customers, suppliers, or other third parties may increase the complexity and effectiveness of cybersecurity threats and introduce new vulnerabilities into systems, software, products, and business processes. A cybersecurity incident or other compromise of our products, systems, or AI technologies used in our business, or those of our customers or third party providers, could result in unauthorized access to, disclosure, loss, misuse, or corruption of proprietary, confidential, or personal information, including intellectual property or information about our manufacturing, financials, customers, or employees. Cybersecurity incidents, as well as efforts to prevent, detect, or respond to such incidents, also may impair the functionality of our products, information technology systems, manufacturing operations, supply chain activities, product development efforts, or other critical business functions, or result in increased costs associated with investigation, containment, remediation and recovery, product updates, customer support, customer claims, contractual disputes, litigation, indemnification obligations, regulatory investigations, fines or penalties, damage to our reputation, and reduced sales or profitability. Any of these events, whether affecting our systems directly, the products and services we provide, or the systems of third parties on which we depend, could have a material adverse effect on our business, financial condition, and results of operations.
Read in the 10-K filed Aug 4, 2026 ↗
The use of, or inability to use, artificial intelligence by us, our employees, consultants, directors, vendors , investors or contract counterparties presents risks and challenges that may adversely impact our business and operating results or the business and operating results of our vendors, investors or contract counterparties.
Read in the 10-K filed Feb 27, 2026 ↗
We may use generative artificial intelligence and/or machine learning (collectively, “AI”) tools in our operations. If our peers use AI tools to optimize operations and we fail to utilize AI tools in a comparable manner, we may be competitively disadvantaged. However, while AI tools may facilitate optimization and operational efficiencies, they also have the potential for inaccuracy, bias, infringement or misappropriation of intellectual property, and risks related to data privacy and cybersecurity. The use of AI tools may introduce errors or inadequacies that are not easily detectable, including deficiencies, inaccuracies or biases in the data used for AI training, or in the content, analyses or recommendations generated by AI applications. The results of such errors or inadequacies may adversely affect our business, financial condition and results of operations. The legal requirements relating to AI continue to evolve and remain uncertain, including how legal developments could impact our business and ability to enforce our proprietary rights or protect against infringement of those rights. Cybersecurity threat actors may utilize AI tools to automate and enhance cybersecurity attacks against us. The integration of AI tools in the digital asset industry may present significant opportunities and risks for our vendors, investors or contract counterparties, similar to those risks described above.
Read in the 10-K filed Feb 27, 2026 ↗
returns in the short or medium terms. We also utilize and intend to expand our use of automation, robotics and machine learning in
Read in the 10-K filed Feb 27, 2026 ↗
many of our products, including consumer-facing features, and we leverage generative artificial intelligence in our business processes.
Read in the 10-K filed Feb 27, 2026 ↗
artificial intelligence that our competitors implement for their products or for internal operations, our competitive position could be
Read in the 10-K filed Feb 27, 2026 ↗
Uncertainty in the legal and regulatory regime relating to artificial intelligence may require significant resources to modify and
Read in the 10-K filed Feb 27, 2026 ↗
regulations, and other requirements governing artificial intelligence. Other jurisdictions may decide to adopt similar or more restrictive
Read in the 10-K filed Feb 27, 2026 ↗
requirements. These requirements may make it harder for us to conduct our business using artificial intelligence, lead to regulatory
Read in the 10-K filed Feb 27, 2026 ↗
fines or penalties, require us to change our business practices, or require us to limit artificial intelligence usage, which may lead to
Read in the 10-K filed Feb 27, 2026 ↗
The use of artificial intelligence in the Company’s business operations, products and services could expose it to legal and compliance risks as well as brand or reputational harm and competitive harm, any of which may adversely affect its results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
The Company’s businesses increasingly leverage artificial intelligence solutions to optimize their operations, improve customer experiences, and enhance their products and services. While the Company believes the use of artificial intelligence can offer significant benefits and opportunities, it also introduces a range of risks and challenges and there can be no assurances that the use of such technology will result in improved operational efficiencies, cost reductions or other anticipated benefits.
Read in the 10-K filed Feb 24, 2026 ↗
The regulatory landscape surrounding artificial intelligence is rapidly evolving and the Company’s use of artificial intelligence may be subject to new legal or regulatory requirements, which may impose prohibitions or additional compliance burdens on the Company. For example, the Company’s artificial intelligence efforts may subject it to heightened compliance and legal as well as other risks related to technology integration, accuracy, program bias, data sourcing, intellectual property infringement or misappropriation, data privacy, and cybersecurity, among others. Moreover, the Company may experience brand or reputational harm if it fails to appropriately manage its use of artificial intelligence in compliance with applicable laws and regulations or successfully execute on strategies leveraging artificial intelligence.
Read in the 10-K filed Feb 24, 2026 ↗
Additionally, the Company’s competitors or other third parties may incorporate artificial intelligence into their products, services or operations more quickly, cost-effectively or successfully than the Company, or develop superior products and services with the aid of artificial intelligence, which could impair the Company’s ability to compete effectively and adversely affect its results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
regulations related to AI that could cause us to incur greater compliance costs, limit our use of AI tools, or subject us to legal liabilities.
Read in the 10-K filed Nov 7, 2025 ↗
One area of increasing risk is the rapid use of artificial intelligence and the evolving legal and regulatory landscape governing its use. The cross-jurisdictional nature of artificial intelligence introduces additional compliance complexity, particularly where emerging artificial intelligence-specific regulation overlaps with existing data privacy requirements when
Read in the 10-K filed Aug 21, 2026 ↗
The risks in this area continue to grow, and we expect cyber events will continue to accelerate in frequency and impact as threat actors increasingly use AI and other techniques to circumvent security controls, evade detection and remove forensic evidence.
Read in the 10-K filed Nov 12, 2025 ↗
As AI technologies continue to evolve, future adoption of more autonomous capabilities may introduce additional legal, regulatory, operational, cybersecurity, safety, and reputational risks. If we are unable to effectively address the risks associated with the development, deployment, use, or governance of AI technologies, our business, results of operations, financial condition, and reputation could be adversely affected. Additionally, there can be no assurances that the use of AI technologies will enhance our products and service or be beneficial to our business, including our efficiency, safety, or profitability.
Read in the 10-K filed Nov 9, 2026 ↗
•The use of AI in our products and services, as well as our business and the industry more broadly, may negatively impact our business, operations, financial condition, results of operations, prospects, and reputation.
Read in the 10-K filed Feb 24, 2026 ↗
The Company has experienced, and may continue to experience, failures and disruptions affecting the stability, performance, security, and availability of its applications, operating systems, and infrastructure. These include degraded processing performance, data quality issues, loss of network connectivity, software malfunctions and misconfigurations, and interruptions in the availability and reliability of cloud-based and other third-party systems and services. The Company’s substantial and increasing reliance on cloud service providers and other external technology vendors heightens exposure to risks outside of its control, including system outages, downtime, cyber-attacks, and adverse financial and operating conditions at those providers and vendors. The Company’s expanding use of AI tools and related technologies introduces additional operational risks, including reliance on data integrity and model performance as well as third-party AI services that may fail, degrade, or produce inaccurate or unexpected outputs.
Read in the 10-K filed Feb 24, 2026 ↗
The Company regularly updates and modifies its applications, operating systems, and infrastructure to support business and operations, including growth initiatives and regulatory compliance requirements. These activities involve significant costs and create additional risks related to the implementation, integration, and effectiveness of new or modified applications, systems, and infrastructure. The introduction, updating, or retraining of AI models and other methods of automation may amplify these risks. Changes in model behavior or configuration may produce unintended outcomes, increase susceptibility to operational errors, or reduce the effectiveness of existing controls. Failures associated with upgrades, configuration changes, system conversions, AI model deployment, integration efforts, and related activities may result in operational interruptions, system failures, or reduced control effectiveness.
Read in the 10-K filed Feb 24, 2026 ↗
Failures to properly maintain, upgrade, or secure applications, operating systems, and infrastructure may increase the Company’s susceptibility to cybersecurity threats, including supply chain attacks, and may impair the Company’s ability to meet business continuity and resiliency objectives. AI-enabled technologies may further expand the cyber-attack surface and velocity, including exposure to adversarial manipulation, data poisoning, and vulnerabilities in third-party AI and other platforms. These events have resulted in adverse client impacts, including the inability to access account information or conduct transactions through ATM, online, or mobile channels, the exposure of confidential, proprietary, personal, and other sensitive information, the posting of duplicative or delayed transactions, and delays in obtaining assistance through call centers. The Company cannot assure that similar or more severe operational or technology failures and disruptions, including AI-related failures or third-party service interruptions, will not occur in the future or that their effects can be prevented, contained, or remediated in a timely manner.
Read in the 10-K filed Feb 24, 2026 ↗
The use of AI in our products and services, as well as our business and the industry more broadly, may negatively impact our business, operations, financial condition, results of operations, prospects, and reputation.
Read in the 10-K filed Feb 24, 2026 ↗
Our industry is subject to rapid and significant technological change. To compete effectively, the Company uses new and evolving technologies, including AI, to help improve our marketing, referrals, products, services, and client service, to increase productivity for internal code and software development and testing, and to automate certain business decisions and risk management practices, such as fraud identification. The Company's use of AI is subject to risks that models, prompts, algorithms, and datasets, as well as related decisions, predictions, analysis, and other output, are flawed, inaccurate, of poor quality, insufficient, biased, or otherwise erroneous or inadequate, any of which may not be easily detectable. In addition, the models and processes relating to AI are not always transparent, which could increase the risk of unintended deficiencies. Ineffective implementation of AI by us or our third-party providers could subject us to additional risks that we cannot adequately predict or mitigate. Further, inappropriate or controversial data practices by developers and end-users, or other factors adversely affecting public opinion of AI and machine learning, could impair the acceptance and use of AI. If any of these risks are realized, we could suffer business and operational disruptions, operational inefficiencies, competitive harm, legal liability, increased regulatory scrutiny, reputational harm, or other consequences that the Company cannot predict, any of which could negatively affect the Company's financial condition and results of operations.
Read in the 10-K filed Feb 24, 2026 ↗
Regulatory and other legal frameworks surrounding AI continue to evolve and remain uncertain. If we do not have sufficient rights to use models, prompts, algorithms, and datasets on which our AI technologies rely or the related decisions, predictions, analysis, or other output, we could incur significant damages, substantial fees, deprivation of access, or considerable expense through a violation of applicable law, third-party intellectual property, privacy, or other rights, or other violations. New or changing statutes, regulations, or industry standards and practices may increase costs, restrict use cases, or require significant changes to our deployment or our existing systems and controls. If we fail to appropriately respond to changes within the AI landscape, including changing public sentiment, we could face legal, regulatory, or brand and stakeholder risk that may negatively impact our business, operations, financial results, financial condition, or reputation. In addition, the use of AI by companies has resulted in, and may in the future result in, cybersecurity breaches, attacks, and other similar incidents as well as data privacy violations.
Read in the 10-K filed Feb 24, 2026 ↗
In addition, advances in technology, such as automation and AI, may lead us to modify our workforce strategy. This could require Truist to invest in additional teammate training, manage impacts on morale and retention, and compete for candidates who possess more advanced technological skills, all of which could have a negative impact on Truist’s business and operations.
Read in the 10-K filed Feb 24, 2026 ↗
Beginning in 2025, we began a company-wide business transformation effort to increase speed and agility across the organization in support of our strategic priorities. This initiative is intended to simplify cross-functional ways of working, increase role clarity, leverage technology (including artificial intelligence) and data to enhance decision-making, and reduce costs. These efforts have required, and may continue to require, significant changes to the day-to-day ways of working of our team members.
Read in the 10-K filed Mar 11, 2026 ↗
In addition, changes in data privacy laws and regulations (as discussed elsewhere in this Item 1A, Risk Factors), as well as new or modified policies of third-party platforms through which Roundel’s offerings are delivered, could negatively affect Roundel’s business model. Increased competition, including from new or enhanced technology offerings such as artificial intelligence-enabled advertising solutions, may further pressure demand for our services. If advertisers reduce or discontinue their use of Roundel’s offerings, our competitive position and results of operations could be adversely affected.
Read in the 10-K filed Mar 11, 2026 ↗
The development, use, or misuse of AI technologies, and the failure to effectively adopt such technologies, may not be successful and could negatively impact our business.
Read in the 10-K filed Aug 13, 2026 ↗
We are increasingly integrating AI technologies, including generative AI and machine learning, across various aspects of our business, which presents evolving risks that may be difficult to predict or mitigate. AI technologies may produce inaccurate, biased, or unreliable outputs, cause or contribute to the violation of intellectual property rights, and may be prone to cybersecurity incidents or service interruptions. If our use of AI technologies produces deficient, inaccurate, controversial, or misleading outputs, or has other unintended consequences, we could be subject to legal liability, regulatory action, and competitive or reputational harm.
Read in the 10-K filed Aug 13, 2026 ↗
Use of AI by our employees or third-party service providers could increase the risk of exposure of our proprietary, confidential, sensitive or personal information. The use of AI or machine learning technologies by our third-party service providers in their business activities, whether or not known to us, could also expose us to risks, including use of AI tools in violation of agreements with us, use of unauthorized third-party data, inputting our valuable information into AI tools, or deployment of new AI tools without our approval, any of which may give rise to legal or regulatory violations, loss of IP rights, reputational harm, or issues relating to data privacy and data protection.
Read in the 10-K filed Aug 13, 2026 ↗
The regulatory landscape governing AI is rapidly evolving. Several jurisdictions around the globe, including the European Union and several U.S. states, have proposed or enacted laws governing AI, including the European Union AI Act and enacted or potential U.S. federal and state AI legislation. These obligations and restrictions may lead to regulatory fines or penalties for non-compliance, make it harder for us to conduct our business using AI, require us to change our business practices, or prevent or limit our use of AI. Further, we may be unable to quickly and successfully adapt to rapid change resulting from advancements in AI and similar technologies, or our competitors may have more success implementing and utilizing these technologies than we do, which could adversely affect our competitive position. Any of these factors could adversely affect our business, financial condition, and results of operations.
Read in the 10-K filed Aug 13, 2026 ↗
•successfully implementing AI initiatives, with proper controls, to assist with achieving these objectives.
Read in the 10-K filed Feb 25, 2026 ↗
In addition, our use of AI and machine learning relies on access to large datasets, which creates novel data privacy challenges. Evolving laws and regulations governing AI may impose new restrictions on how we collect and use data to train our models, potentially limiting our ability to innovate.
Read in the 10-K filed Feb 25, 2026 ↗
In addition to our use of AI technologies, we are exposed to risks arising from the use of AI technologies by bad actors to commit fraud and misappropriate funds and to facilitate cyberattacks. Generative AI, if used to perpetrate fraud or launch cyberattacks, could result in losses, liquidity outflows, or other adverse effects at a particular financial institution or exchange. If our use of AI becomes controversial, we may experience brand or reputational harm, competitive harm, or legal liability.
Read in the 10-K filed Feb 13, 2026 ↗
Our increasing use of and investment in artificial intelligence and other emerging technologies could adversely affect our business, financial condition, and reputation.
Read in the 10-K filed Feb 19, 2026 ↗
We use internally developed and third-party artificial intelligence and machine learning technology systems to operate our retail business more efficiently and to enhance the experiences of our customers and team members. Our integrated use of these technology systems is intended to support more personalized customer experiences and improve forecasting, sourcing, inventory planning, labor planning, and fulfillment for seasonal and weather-sensitive demand. We are investing, and expect to continue to invest, in expanding our artificial intelligence capabilities and to consider the adoption of other emerging technologies. There can be no assurance, however, that our development or use of these technologies will achieve their intended benefits, operate as expected, be cost-effective, or not result in unintended consequences. Further, the rapidly evolving legal and regulatory environment relating to artificial intelligence and privacy could impact our implementation of these and other emerging technologies and increase compliance costs and the risk of non-compliance. Flaws, breaches, or malfunctions in these systems could lead to operational disruptions, data loss, erroneous decision-making, regulatory scrutiny, reputational harm, or legal liability that could adversely affect our business, reputation, and financial condition. In addition, we face risk of competitive disadvantage if our competitors more effectively use emerging technologies to better serve customers, drive internal efficiencies, and create new or enhanced products or services.
Read in the 10-K filed Feb 19, 2026 ↗
The AI regulatory landscape is evolving, and we may be required to dedicate additional operational and financial resources to ensure compliance with new legal requirements. For instance, the European Union ("E.U.") Artificial Intelligence Act entered into force in August 2024, with some provisions becoming enforceable between February 2025 and August 2027, subject to a likely delay of the Act's high-risk enforcement until December 2027. In the U.S., some states have enacted general purpose AI laws, while others have enacted use-case specific AI laws; other states may enact similar laws in the future, which will add complexity to our compliance efforts. This uncertainty may require additional investments in oversight and the development of protections and safeguards to ensure compliance, including to the extent any personal information is processed by such technologies.
Read in the 10-K filed May 22, 2026 ↗
However, even with safeguards and oversight in place, the development and deployment of AI technologies may nevertheless pose risks. For example, our employees, contractors, vendors, or other partners may use AI tools in ways that are inconsistent with our policies or expectations, including by entering confidential, proprietary, personal, or regulated information into third-party AI services, and some AI providers may have limited operating histories or governance processes, any of which could compromise our information, expose us to legal or regulatory claims, or harm our reputation. Additionally, the data sets used to train the underlying models may be flawed, the AI tools may function in an unexpected manner, or generate biased, incorrect, or inappropriate content, which could negatively impact the performance or perception of our products and brand, incur regulatory scrutiny, or impose legal liability. Further, intellectual property ownership surrounding AI technologies has not been fully addressed by U.S. courts or other federal or state laws or regulations, and the use or adoption of third-party AI technologies into our products and services may result in exposure to claims of copyright infringement, other intellectual property misappropriation, or uncertainty regarding copyright ownership of AI-generated assets.
Read in the 10-K filed May 22, 2026 ↗
While the impact of AI on our industry is still emerging and uncertain, to the extent our competitors successfully implement AI technologies into their products or services more effectively or efficiently than we do, are able to imitate or compete more easily with our products, or if we fail to anticipate and respond to changing industry standards or consumer demand, or experience delays in integrating these technologies into our operations, we may face significant risks to our competitive position, financial performance, and long-term growth prospects.
Read in the 10-K filed May 22, 2026 ↗
•the rapidly evolving nature of techniques to breach, compromise, or disrupt IT systems and infrastructure, including increasing use of AI technologies, such that we may not be able to recognize such techniques until launched against a target, or anticipate, prevent, or timely respond to them, increasing the likelihood and magnitude of damage of a breach or other incident;
Read in the 10-K filed Feb 24, 2026 ↗
•the increasing complexity of our internal IT systems, including as we adopt new technologies, including AI solutions, and incorporate and secure IT environments from acquired companies;
Read in the 10-K filed Feb 24, 2026 ↗
We are subject to increasing legal, regulatory, and contractual obligations relating to privacy, data protection and cybersecurity that affect how we process personal data in the jurisdictions where we and our customers operate. Our obligations change frequently due to new or modified laws and regulations, as well as court rulings interpreting or invalidating them. These evolving obligations involve significant compliance costs and operational challenges, and increasingly expose us to enforcement actions and other proceedings or actions, sanctions, and litigation, as well as regulatory and public scrutiny of our practices relating to personal information. We expect the increasing breadth and depth, and changing nature of, these obligations to continue to require significant resources, including to review our technology, systems and processes against changing requirements. They may also limit our ability to use personal data for new products, including those relying on AI-related technologies.
Read in the 10-K filed Feb 24, 2026 ↗
Additionally, as a provider of interconnected VoIP service, we must also comply with certain U.S. federal privacy laws and regulations, including Section 222 of the Communications Act of 1934, as amended, and the FCC’s customer proprietary network information rules. We are also subject to state rules and obligations that have been proposed or adopted, or may be in the future. We are also subject to other rapidly changing technology- and industry-specific laws, regulations and obligations. For example, we expect increased global regulation in the use of AI and ML such as the recent AI Act in Europe, which imposes onerous obligations related to the development, placement on the market and use of AI systems. Various countries and a growing number of U.S. states are also enacting legislation regulating aspects of AI or AI generally. We may need to change our business practices to comply with obligations under these or other new and evolving regimes, and face significant compliance challenges, liability, or other risks.
Read in the 10-K filed Feb 24, 2026 ↗
We have deployed, and continue to develop and incorporate, AI solutions and features in our platform and our business, and these solutions and features may become more important to our operations, future growth or competitiveness over time. We expect to rely on AI solutions and features to help drive future growth and efficiency in our business, but there can be no assurance that we will realize the desired or anticipated benefits from AI in a timely or cost-effective manner. For example, we
Read in the 10-K filed Feb 24, 2026 ↗
To continue to grow our revenues and segment profit, we must successfully develop new products and technologies or modify our existing products and technologies for our current and future markets. Our future performance depends, in part, on our ability to identify emerging technological trends and customer requirements and to develop and maintain competitive products and services. Artificial intelligence technologies have developed rapidly and our business may be adversely affected if we cannot successfully
Read in the 10-K filed Feb 11, 2026 ↗
•Announcements of technological innovations, new products, or new contracts by us or our competitors, including uncertainties surrounding new and evolving artificial intelligence tools that could be perceived automate functions that may reduce the demand for certain products and services
Read in the 10-K filed Feb 18, 2026 ↗
The development and use or misuse of AI or the failure to use AI present risks and challenges that may negatively affect our business.
Read in the 10-K filed Mar 26, 2026 ↗
Failure to adapt to a rapidly changing technological environment or failure to adopt emerging technologies, including advances relating to AI and agentic commerce, in a timely manner could negatively affect our business. For example, if we are unable to match or surpass the advances in technologies and capabilities of our competitors for either external (guest)-facing or internal use cases, our competitive position could be adversely affected. In addition, if we adopt new technologies such as AI and fail to deploy them effectively or if we, our associates, or third parties acting at our direction use them incorrectly, unethically, or illegally, it could have a negative impact on our business, reputation, and financial results. The development of AI technologies is complex, and there are technical and other challenges associated with achieving the desired level of accuracy, efficiency, and reliability. The algorithms and models utilized in generative AI systems may have limitations, including biases, errors, or the inability to handle certain data types or scenarios. Additionally, there is a risk of system failures, disruptions, or vulnerabilities that could compromise the integrity, security, or privacy of data inputs or generated content. These limitations or failures could result in reputational harm, legal liabilities, or loss of guest, employee, or business partner confidence. Uncertainty regarding the regulation of AI and other burgeoning technologies may require significant resources to modify and maintain business practices to comply with U.S. and non-U.S. laws, the nature of which cannot be determined at this time. An increasing number of jurisdictions around the globe, including several U.S. states, have already proposed or enacted laws governing AI. Other jurisdictions may decide to adopt similar or more restrictive legislation that may render the use of such technologies challenging. These obligations may make it harder for us to conduct our business using AI, lead to regulatory fines or
Read in the 10-K filed Mar 26, 2026 ↗
safety, and other practices that may vary from U.S. standards in any of our foreign vendors or partners, whether directly or indirectly; and any of the other risks enumerated in these risk factors. As part of our marketing efforts, we rely on social media platforms and other digital marketing to attract and retain guests. A variety of risks are associated with our social media activity and digital marketing, including the improper disclosure of proprietary information, negative comments about or negative incidents regarding us, exposure of personally identifiable information, fraud, or out-of-date information. The inappropriate use of social media and digital marketing vehicles by us, our guests, associates, or others could increase our costs, lead to litigation, or result in negative publicity that could damage our reputation. Many social media platforms immediately publish the content, videos, and/or photographs created or uploaded by their subscribers and participants, often without filters or checks on accuracy of the content posted. Information posted on such platforms at any time may be adverse to our interests and/or inaccurate. The dissemination of negative information related to us or our brands, products, associates, operations, vendors, spokespersons, or partners could harm our business, results of operations, and financial condition, regardless of the information’s accuracy, and the harm may be immediate without affording us an opportunity for redress or correction. It may be difficult to address negative publicity across media channels, regardless of its accuracy or the reputability of its source, and this challenge could be further exacerbated by fictitious media content, such as content produced by generative AI or bad actors. Furthermore, the prevalence of news coverage, the internet, and social media may accelerate and increase the potential scope of any negative publicity we might receive and could increase the negative impact of these issues on our reputation, business, results of operations, and financial condition.
Read in the 10-K filed Mar 26, 2026 ↗
Our increasing use of AI presents legal, regulatory and business risks to our operations, reputation and financial results.
Read in the 10-K filed Mar 2, 2026 ↗
We increasingly rely on new and evolving technologies, including those powered by or incorporating AI, as part of our internal operations and in the delivery of our products and services. AI technologies are subject to evolving and uncertain U.S. federal, state, and international laws and regulations. Emerging requirements may impose new compliance obligations, increase operating costs, or limit certain uses of AI.
Read in the 10-K filed Mar 2, 2026 ↗
In addition, we are increasing our utilization of artificial intelligence ("AI") to optimize our operations, improve the customer experience and support decision-making. The rapid evolution and increased adoption of AI technologies has and may continue to intensify our cybersecurity risks. AI technologies often require access to large volumes of sensitive data. If our AI systems are compromised through cyberattacks or unauthorized access, it could result in data breaches, a loss of proprietary information, or violations of data protection laws. Additionally, leveraging AI capabilities for our internal functions may introduce additional operational vulnerabilities by producing inaccurate outcomes, recommendations or other suggestions based on flaws in the underlying data, or other unintended results.
Read in the 10-K filed Feb 17, 2026 ↗
We use AI in our business and in our products, and challenges with properly managing its use could result in reputational harm, competitive harm, and legal liability, and adversely affect our business or results of operations.
Read in the 10-K filed Jan 28, 2026 ↗
We incorporate AI solutions into our products, services and features, and we leverage AI in our product development and our operations. If we are unable to effectively integrate AI into our business processes or keep pace with rapidly evolving AI technological developments, we may face a competitive disadvantage. At the same time, the use or offering of AI technologies may result in new or expanded risks and liabilities, including enhanced government or regulatory scrutiny, litigation, privacy and compliance issues, ethical concerns, confidentiality, reputational harm, and security risks. It is difficult to predict all the risks related to the use of AI. Changes in laws, rules, directives, and regulations governing the use of AI may adversely affect our ability to develop and use AI or subject us to legal liability. The cost of complying with laws and regulations governing AI could be significant and would increase our operating expenses, which could adversely affect our business, financial condition, results of operations and cash flows. Further, market demand and acceptance of AI technologies are uncertain, and our efforts to further incorporate AI into our processes may not succeed.
Read in the 10-K filed Jan 28, 2026 ↗
Legislators and regulators worldwide are increasingly adopting or revising privacy, data protection, data transfer, cybersecurity and AI laws, creating a complex, fragmented, evolving and often inconsistent global compliance landscape. Privacy laws in numerous jurisdictions, impose specific requirements for cross-border data transfers, transparency, automated decision making, data localization and substantial compliance and audit obligations. In Europe, data protection authorities continue to enforce the General Data Protection Regulation with record-setting fines. Similarly, new cybersecurity laws and regulations continue to come into force globally, and Visa continues to enter new markets where certain services are subject to new cybersecurity legal requirements. These laws and regulations often impose both specific cybersecurity control and governance requirements as well as incident reporting obligations. As we develop more integrated and personalized products and services, acquire new companies and expand our data profile across additional data types, sources, channels and partners, the impact of these laws on our business will continue to grow. Noncompliance with any of these regimes could result in regulatory penalties, significant legal liability and enforcement actions.
Read in the 10-K filed Nov 5, 2026 ↗
Our and our partners’ use of AI across data platforms, data storage, data transfer, products, services, and operational processes depends in part on third-party tools, models and infrastructure that we do not fully control. These technologies may process confidential, proprietary, sensitive or personal information and may introduce or amplify cybersecurity, data governance, privacy, data residency, sovereignty, licensing and operational risks. We are subject to an increasingly fragmented and expanding set of laws governing the development, procurement, deployment and use of AI technologies. Risks associated with the development and procurement of AI include intellectual property, data collection, third-party and training data risks, as well as risks relating to the security, integrity and performance of third-party AI models, including open-source models. Our reliance on third-party AI tools, models, infrastructure and data processing environments may further limit our ability to monitor, control or remediate how confidential or personal information is accessed, retained, used, transferred or secured.
Read in the 10-K filed Nov 5, 2026 ↗
The deployment and use of AI may also present technical, operational and compliance challenges. The EU AI Act established harmonized rules across Europe, with key provisions for most high-risk AI systems taking effect in 2027. In the U.S., several states have adopted AI-specific frameworks or are applying existing consumer and data protection laws to regulate AI. Depending on how these regulations are interpreted and enforced, they may limit our ability to develop and deploy AI systems or significantly increase compliance costs. The introduction of new or modified data use cases involving confidential or personal information, including through AI-enabled technologies, may result in sensitive data being exposed to unauthorized access, exfiltration or retention by third-party providers, replicated into weakly governed derivative stores, or transferred across jurisdictions in ways that raise data
Read in the 10-K filed Nov 5, 2026 ↗
residency, sovereignty and licensing concerns. The risk of inadvertent disclosure of confidential information or personal data through AI utilization may also attract stronger regulatory scrutiny and enforcement.
Read in the 10-K filed Nov 5, 2026 ↗
The emergence of agentic commerce, in which autonomous AI agents initiate and execute transactions on behalf of users, presents novel regulatory, privacy, cybersecurity and fraud risks. Legal frameworks governing autonomous agents remain nascent, and the interplay between payments regulations, data privacy laws and evolving AI rules creates uncertainty around compliance obligations and liability exposure. As agentic commerce scales, there could be increased instances of unauthorized, erroneous or disputed payments, or fraud. Agentic commerce may also introduce challenges in monitoring cross-border, prohibited or high-risk transactions subject to conflicting regulatory requirements.
Read in the 10-K filed Nov 5, 2026 ↗
The global proliferation of privacy, cybersecurity and AI regulation requires us to continuously monitor and adapt our privacy, cybersecurity, data use and AI management, governance and compliance practices. Our development and implementation of governance frameworks aimed at complying with fragmented and emerging laws and regulations applicable to these areas may not be successful to mitigate all of these emerging risks. If our AI-enabled data practices are, or are perceived to be, inadequately governed, inaccurate or non-compliant, we could face reputational harm, regulatory scrutiny, enforcement actions or legal claims. Failure to adapt our data governance practices to keep pace with evolving AI technologies, data processing practices, cybersecurity threats, and regulatory requirements could harm our ability to compete, decrease the value of our products and services to clients, and adversely affect our future growth.
Read in the 10-K filed Nov 5, 2026 ↗
Our competitors may develop superior technology, achieve broader brand recognition, offer more innovative products or provide more favorable pricing. Even where we successfully adapt to new payment methods, the financial terms of those services may be less favorable. The rapid advancement of AI, including GenAI and agentic AI, intensifies competitive pressure in two key ways: first, competitors may use AI to enhance customer experiences, accelerate innovation, improve personalization, and create new payment and commerce experiences that drive adoption; and second, competitors may deploy AI internally to improve productivity, automate workflows, reduce costs and accelerate product development, potentially creating structural efficiency advantages. As AI-enabled commerce continues to evolve, digital wallets, software platforms, agentic commerce experiences, mobile applications and other technologies may increasingly influence payment initiation, credential selection and seller choice. Companies that control these customer interfaces may gain greater influence over the payments ecosystem and the flow of transaction data. As a result, AI may further reshape the competitive landscape in ways that are difficult to predict. Certain competitors, including American Express, Discover (owned by Capital One), private-label networks and alternative systems such as Alipay and WeChat Pay, operate closed-loop systems with direct connections to both sellers and consumers. These models may prove more adaptable to regulatory and technological developments. Industry participants may also withhold data used to power our solutions in order to support their own competing offerings, potentially reducing the effectiveness of our value-added services.
Read in the 10-K filed Nov 5, 2026 ↗
and procedures used to obtain unauthorized access, or to disable or degrade systems change frequently, have become increasingly more complex and sophisticated, and may be difficult to detect for periods of time, we may not anticipate these acts or respond adequately or timely. New and emerging technologies, such as AI and quantum computing, could strengthen threat actor capabilities and cybersecurity risks in ways that are difficult to anticipate, detect or mitigate. For example, cybercriminals have increasingly demonstrated advanced capabilities, such as use of zero-day vulnerabilities, and rapid integration of new technology (such as GenAI and agentic AI) are being used by threat actors to create sophisticated attacks that are increasingly automated, targeted, coordinated and more difficult to defend against. Rapid adoption and novel uses of GenAI and agentic commerce across the marketplace may also introduce unique and unpredictable security risks to our systems, data and the payments ecosystem. Our own use and deployment of AI technologies could expand our cybersecurity attack surface, increasing exposure to breaches, fraud, unauthorized transactions and other vulnerabilities. For example, frontier AI labs have reported instances of AI agents conducting unauthorized cyber exploitation without direction. Such agents deployed by our Company, clients, partners, vendors, and others could circumvent cybersecurity controls and compromise our systems, data, operations and the payments ecosystem. Advances in quantum computing may introduce cryptography risks that could threaten the security of our information and systems or could require significant investment in technology to effectively mitigate these risks.
Read in the 10-K filed Nov 5, 2026 ↗
•data acquisition costs associated with our Veeva Compass offering and costs incurred with our use of large language models associated with our Veeva AI offering;
Read in the 10-K filed Mar 20, 2026 ↗
Uncertainties with respect to the development, deployment, and use of artificial intelligence in our business and products may result in harm to our business and financial statements.
Read in the 10-K filed Feb 20, 2026 ↗
We are in the early stages of incorporating artificial intelligence (“AI”) into our business activities and our product and service offerings. As with many innovations, AI presents risks and challenges that could adversely impact our business. The development, adoption, and use of AI technologies are still in their early stages and ineffective or inadequate AI development or deployment practices could result in unintended consequences. For example, AI algorithms may be flawed or may be based on datasets that are biased or insufficient. In addition, any disruption or failure in the AI functionality we incorporate into our business activities, products or services could adversely impact our business or result in delays or errors in our offerings. Conversely, any failure to successfully develop and deploy AI in our business activities, products and services could adversely affect our competitiveness (particularly if our competitors successfully deploy AI in their businesses, products and services), and the development and deployment of AI will require additional investment and increase our costs. There also may be real or perceived social harm, unfairness, or other outcomes that undermine public confidence in the use and deployment of AI. Any of the foregoing may result in decreased demand for our products or harm to our business and financial statements.
Read in the 10-K filed Feb 20, 2026 ↗
The legal and regulatory landscape surrounding AI technologies is rapidly evolving and uncertain, including in the areas of intellectual property, cybersecurity and privacy and data protection. Compliance with new or changing laws, regulations or industry standards relating to AI may impose significant costs and may limit our ability to develop, deploy or use AI technologies. Failure to appropriately respond to this evolving landscape may result in legal liability, regulatory action, or brand and reputational harm.
Read in the 10-K filed Feb 20, 2026 ↗
The use of AI technology by third-parties, including our vendors, and our use of AI technology, tools, and services could expose us to cybersecurity, operational, intellectual property and regulatory risks that could adversely affect our business, reputation or financial results.
Read in the 10-K filed Feb 5, 2026 ↗
The use of AI technology by third parties may increase our exposure to cybersecurity and data protection risks. For example, recent advances in AI technology and tools have made, and will continue to make, cyber-attacks more sophisticated, harder to defend, and easier and faster to launch. These tools permit rapid exploitation of vulnerabilities, which hinders our ability to defend against such exploitation. In addition, the use and integration of AI technology into the products and services that we procure could create or exacerbate vulnerabilities, potentially resulting in unauthorized access to our systems including our sensitive or proprietary information. For more details on these risks, see our risk factor “Attempted security breaches, including from the exploitation of vulnerabilities, cyber-attacks and Distributed Denial of Service (“DDoS”) attacks against our systems and services increase our costs, expose us to potentially material liability, and could materially harm our business and reputation.”
Read in the 10-K filed Feb 5, 2026 ↗
We may also experience challenges in the effective or timely adoption of AI technology. Our decision to adopt AI technologies in a low-risk manner could result in slower adoption of AI technology that could hinder or prevent us from realizing efficiencies or benefits, which could result in less efficient operations. Further, although we have established AI policies and procedures, our use of AI technology, if not effectively governed, could result in unintended consequences, including errors, biased, and otherwise unreliable outputs. The use of certain AI technology tools, including those provided by third parties, may also create intellectual property risks, such as uncertainty regarding ownership of AI-generated output, IP infringement, or the disclosure of confidential or proprietary information.
Read in the 10-K filed Feb 5, 2026 ↗
Finally, AI is subject to increasing regulatory scrutiny and evolving laws, rules and regulations, which may increase our compliance costs and affect our development, adoption, use, implementation and maintenance of AI technologies or tools, and subject us to increased legal liability, regulatory scrutiny, and reputational harm.
Read in the 10-K filed Feb 5, 2026 ↗
developments in the threat landscape include the use of adversarial artificial intelligence techniques and machine learning, as
Read in the 10-K filed Feb 13, 2026 ↗
In addition, we face certain risks as we seek to leverage artificial intelligence to optimize productivity and efficiency in
Read in the 10-K filed Feb 13, 2026 ↗
regulations and laws specifically governing the use of artificial intelligence systems and tools, and lack of transparency.
Read in the 10-K filed Feb 13, 2026 ↗
Furthermore, the deployment of artificial intelligence systems could expose us to increased cybersecurity threats, such as data
Read in the 10-K filed Feb 13, 2026 ↗
breaches and unauthorized access. We also face competitive risks if we do not implement artificial intelligence or other
Read in the 10-K filed Feb 13, 2026 ↗
•our ability to effectively implement artificial intelligence systems and tools;
Read in the 10-K filed Feb 13, 2026 ↗
The use of, or inability to take advantage of the benefits of, artificial intelligence by us or our managers, tenants and borrowers presents risks and challenges that may adversely impact our business and operating results or the business and operating results of our managers, tenants and borrowers or may adversely impact the requirements and demand for properties.
Read in the 10-K filed Feb 6, 2026 ↗
We have begun and may continue to use artificial intelligence and machine learning (collectively, “AI”) tools in our operations. We use AI in assessing marketing and sales, competitive, geospatial and intelligence relating to investment opportunities and operating our properties. However, there can be no assurance that we will realize the desired or anticipated benefits, or any benefits, and we may fail to properly implement such technology. While AI tools may facilitate optimization and operational efficiencies, they also have the potential for inaccuracy, bias, infringement or misappropriation of intellectual property. The use of AI tools may introduce errors or inadequacies that are not easily detectable, including deficiencies, inaccuracies, or biases in the data used for AI training, or in the content, analyses, or recommendations generated by AI applications. Additionally, if our peers use AI tools to optimize operations and we fail to utilize AI tools in a comparable manner, we may be competitively disadvantaged.
Read in the 10-K filed Feb 6, 2026 ↗
New laws and regulations are being adopted, and existing laws and regulations may be interpreted, in ways that could affect our business operations and the way in which we use AI. Our ongoing efforts to comply with privacy and data protection laws, as well as initiatives to comply with new legal regulations relating to privacy, data protection and AI, impose significant costs and challenges that are likely to increase over time. Additionally, this complex and rapidly evolving landscape around AI may expose us to claims, inquiries, demands and proceedings by private parties and global regulatory authorities and subject us to legal liability as well as reputational harm.
Read in the 10-K filed Feb 6, 2026 ↗
Uncertainty around the safety and security of new and emerging AI applications may require additional investment in the development of proprietary datasets, machine learning models and systems to test for security, accuracy, bias and other variables, which are often complex, may be costly and could impact our operating results. Cybersecurity threat actors may also utilize AI tools to automate and enhance cybersecurity attacks against us and could lead to data breaches, loss of confidential or sensitive information, and financial or reputational harm.
Read in the 10-K filed Feb 6, 2026 ↗
Additionally, AI-enabled solutions and features may become more important to our managers, tenants, borrowers and business partners over time. They may also incorporate AI into their products and services without disclosing such use to us or fail to disclose risks presented by their use of AI. If our managers, tenants, borrowers or business partners use AI tools that do not meet existing or rapidly evolving regulatory or industry standards with respect to privacy and data protection, compliance and transparency, among others, it could inhibit our and their ability to maintain an adequate level of functionality or service.
Read in the 10-K filed Feb 6, 2026 ↗
◦Incorporating ML, AI and other emerging technologies into our products, services and operations may result in legal and regulatory risks, reputational harm or have other adverse consequences to our business, financial condition or results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
Incorporating ML, AI and other emerging technologies into our products, services and operations may result in legal and regulatory risks, reputational harm or have other adverse consequences to our business, financial condition or results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
In addition to the risks inherent in all information technology systems—including cybersecurity, data confidentiality, system integrity, and availability—the unique characteristics of AI can amplify existing risks and introduce new risks. These include an elevated risk of intellectual property loss or infringement, whether through inadvertent disclosure, unauthorized training on proprietary data, or improper use of third-party content. AI tools lower the barrier to access and replication, increasing the likelihood of intellectual property leakage, copyright violations, and regulatory non-compliance. Additionally, ML or AI-based systems may be subject to novel cybersecurity risks, including attempts to manipulate model outputs, poison data, or extract sensitive information, which could compromise the confidentiality, integrity, or availability of our systems and data.
Read in the 10-K filed Feb 26, 2026 ↗
AI-specific risks also include so-called “hallucinations,” where systems generate inaccurate, misleading, or fabricated outputs that may not be readily detectable, potentially affecting business decisions, customer trust, and regulatory posture. Model performance is highly dependent on the quality, completeness, and appropriateness of underlying data. Flawed algorithms, biased or insufficient datasets, or controversial data practices may lead to unreliable outcomes and reputational harm.
Read in the 10-K filed Feb 26, 2026 ↗
The deployment of AI in regulated environments presents additional complexity. Requirements related to validation, documentation, explainability, data lineage, and change control may lengthen implementation timelines, increase costs, or trigger regulatory scrutiny, audit findings, or enforcement actions. As regulatory expectations continue to mature globally, organizations must ensure that AI adoption aligns with existing compliance obligations and risk management frameworks.
Read in the 10-K filed Feb 26, 2026 ↗
The rapid evolution and increased adoption of artificial intelligence technologies may intensify our cybersecurity risks by increasing the frequency and severity of cyberattacks against us or other companies and by making cyberattacks more difficult to detect, contain or mitigate.
Read in the 10-K filed Feb 17, 2026 ↗
We have been and will be undertaking various business transformation initiatives intended to reduce costs, drive efficiencies, streamline our operations, enhance customer experience, and improve our competitive position. These initiatives require making substantial investments in our strategic areas of focus, integrating rapidly evolving technologies, including AI, and optimizing our business and organizational structure.
Read in the 10-K filed Feb 17, 2026 ↗
AI can lead to unintended consequences, including the generation of outputs that appear correct but are factually inaccurate or misleading, or that result in unintended biases and discriminatory outcomes, or are otherwise flawed, which could harm our reputation and business and expose us to risks related to such inaccuracies or errors in these outputs. Due to the novelty of AI technology, the Company may also experience additional risks that cannot yet be predicted.
Read in the 10-K filed Feb 23, 2026 ↗
•the technical, legal, and regulatory environment in connection with our use of new and evolving technologies in our offerings, such as AI;
Read in the 10-K filed Mar 6, 2026 ↗
Regulatory developments in the U.S. present additional risks. For example, the California Consumer Privacy Act (“CCPA”) took effect on January 1, 2020, and the California Privacy Rights Act (“CPRA”), which expands upon the CCPA, came into effect on January 1, 2023. The CCPA and CPRA give California consumers, including employees, certain rights similar to those provided by the GDPR, and also provide for statutory damages or fines on a per violation basis that could be very large depending on the severity of the violation. In addition, numerous states have enacted, or are considering, comprehensive privacy laws and other laws that touch on the processing of personal data in specific contexts, including in connection with artificial intelligence and automated systems, further contributing to a fragmented and evolving regulatory landscape that has and may continue to create compliance challenges.
Read in the 10-K filed Mar 6, 2026 ↗
In addition, as AI technologies are increasingly used across the industry, including in connection with data analytics, automation, customer service, and decision-support features, the speed, scale, and complexity of data processing may increase, which may heighten data privacy risks. AI-enabled or agentic AI features may be targeted, misused, or produce outputs or inferences that implicate personal data in ways that are difficult to anticipate or control, potentially resulting in regulatory scrutiny, litigation, or reputational harm, even in the absence of a data breach.
Read in the 10-K filed Mar 6, 2026 ↗
Beyond licensing compliance, our use of and investment in open source AI models and platforms create distinct and significant risks. Open source AI models may be trained on data of unknown or uncertain provenance, which could include copyrighted or otherwise proprietary, confidential, or private information. If our applications or the agents our customers build using our platforms incorporate such models, we could face claims for copyright infringement and other violations. Open source AI components may also be subject to “data poisoning” and other security vulnerabilities. Many of the risks associated with usage of open source software, particularly in the rapidly evolving field of AI, cannot be eliminated and could negatively affect our business.
Read in the 10-K filed Mar 6, 2026 ↗
We may be adversely affected by the risks, challenges, and evolving regulatory landscape associated with the use of AI in our operations, product development, and business practices.
Read in the 10-K filed Aug 14, 2026 ↗
We are increasingly leveraging AI technologies, including generative AI applications and tools, to support and enhance our various operational processes. While AI may promote efficiency and offer analytical advantages, it is complex and rapidly-changing, and its implementation carries inherent risks. Implementation of AI technologies can be costly and time-consuming, and the effectiveness or potential benefits of such technologies may vary depending on use case, integration, and oversight. The incorporation of AI algorithms or training methodologies into our operations or decision-making processes may result in flawed, irrelevant, insufficient, inaccurate, biased or non-compliant outputs, potentially impacting our strategic choices, operational effectiveness, and regulatory compliance. These inaccuracies can arise from limitations in training data, algorithmic design, or unintended consequences of machine learning models. Actual or perceived deficiencies, failures or misuse in our implementation or use of AI could result in competitive disadvantages, operational inefficiencies, regulatory action, legal liability, brand or reputational harm, and negative financial results.
Read in the 10-K filed Aug 14, 2026 ↗
In addition, the use of AI in the development of our products could potentially lead to ambiguities in intellectual property ownership, infringement or misappropriation risks, which could impact our competitive position and expose us to litigation, monetary penalties, or operational disruptions. The unauthorized or unapproved use of generative AI tools by our employees, contractors, or other third parties, as well as overreliance on AI automation or agentic AI without appropriate human oversight, may lead to the inadvertent disclosure of confidential, proprietary, or personal information, flawed or unauthorized actions, or other adverse consequences, including disruptions to business operations, exposing us to data security, privacy, legal, regulatory, and reputational risks.
Read in the 10-K filed Aug 14, 2026 ↗
Misuse of such tools can also result in violations of applicable laws and regulations, including data protection and intellectual property laws. Governments worldwide are adopting or proposing AI-specific regulations, including the European Union’s Artificial Intelligence Act, as well as various proposed frameworks in the U.S., China, and other jurisdictions. These regulations may impose requirements on the development, deployment, and use of AI systems in our products or operations, require jurisdiction-specific product configurations, increase compliance costs, or limit our ability to leverage AI technologies. The evolving and potentially divergent nature of these regulations creates uncertainty and could adversely affect our business. Public and governmental perceptions regarding the use and impact of AI may evolve over time and could give rise to new regulatory requirements, legal liability, or reputational harm. If we enable or offer products that support AI solutions that draw
Read in the 10-K filed Aug 14, 2026 ↗
Further, the rapid growth of AI infrastructure, including data centers that use our products, requires substantial energy consumption. Environmental concerns about the energy demands of AI workloads, including actual or perceived environmental issues associated with data center power consumption, could lead to regulatory constraints on data center development, increased sustainability reporting obligations, or shifts in customer or public sentiment regarding AI infrastructure expansion. Any of these developments could adversely affect demand for our products or increase our customers’ costs of deploying storage solutions in AI environments, which could have a material adverse effect on our business.
Read in the 10-K filed Aug 14, 2026 ↗
technologies. These may include highly convincing phishing or social engineering attacks that use AI-generated deepfakes, the exploitation of vulnerabilities in electronic identity validation security programs via AI-replicated images or voices, or the inadvertent incorporation of malicious or hallucinated content generated by AI tools into our systems or those of our customers or partners. Separately, the AI technologies that we employ for business purposes may be vulnerable to prompt-injection or other adversarial attacks, which could result in unauthorized access to or leakage of sensitive information. Geopolitical tensions or conflicts may also create heightened risk of cybersecurity incidents.
Read in the 10-K filed Aug 14, 2026 ↗
We are engaged in discussions with a small number of customers to provide power to large-scale data centers being constructed to support AI and other technology capabilities. Because of the significant demand and energy needs associated with these facilities, extending service to these facilities requires investment in incremental electric infrastructure. Subject to pending regulatory approvals from the PSCW, WE has made and will continue to make significant infrastructure investments in new solar and battery projects, natural gas power plants, and other generation and distribution assets to power and serve these large-scale data centers and other projects. Our transmission affiliate, ATC, also has made and will continue to make significant investments in additional transmission infrastructure to serve the increased customer load.
Read in the 10-K filed Feb 20, 2026 ↗
This concentration of business with a small number of customers in an industry based on emerging technologies, including AI and machine learning, presents several risks. We cannot predict the rate at which or the extent to which these emerging technologies will be broadly adopted and successful as business models. Changes in industry practice or advances in these technologies could reduce the demand for electricity to power data centers. Significant capital spend to build out required infrastructure or a downturn in business could cause the loss of these customers or may weaken their financial condition, liquidity and/or creditworthiness, including their ability to satisfy their reimbursement obligations to us. Similarly, customers may reduce their investment in these new technologies or abandon them entirely.
Read in the 10-K filed Feb 20, 2026 ↗
Advances in generative AI technology may reduce barriers to competition, as well as accelerate anti-competitive behavior, which existing laws may not adequately address. Generative AI may also enable the infringement of our intellectual property rights to proliferate, which may materially increase our legal costs. If we rely on generative AI to create key work product, it could also limit the degree to which we can assert intellectual property rights in such work product.
Read in the 10-K filed Mar 26, 2026 ↗
We may experience risks, liabilities or other issues relating to the use of Artificial Intelligence (AI) in our business.
Read in the 10-K filed Feb 13, 2026 ↗
We have recently begun using third-party developed AI tools for internal purposes, such as data and inventory management and sales and logistics optimization. Over time, we may explore the use of AI in additional areas.
Read in the 10-K filed Feb 13, 2026 ↗
There can be no assurance that any current or future use of AI or machine learning technologies will achieve desired results, improve efficiency or otherwise benefit our business. AI systems are complex and may not always operate as intended, and could produce inaccurate, incomplete or biased outputs, and ineffective or inadequate AI deployment practices could result in unintended consequences. In addition, our business could be disrupted if any of the AI systems we use become unavailable due to extended outages or interruptions or because they are no longer available on commercially reasonable terms or prices.
Read in the 10-K filed Feb 13, 2026 ↗
Laws, regulations and industry standards applicable to AI are rapidly evolving and may require us or our third-party providers to incur significant costs to modify or enhance our business practices to comply with such requirements, which may vary across jurisdictions.
Read in the 10-K filed Feb 13, 2026 ↗
Furthermore, our competitors or other third parties may adopt AI capabilities more quickly or more effectively than we do, which could adversely affect our ability to compete and affect our business, financial condition and results of operations. In addition, the use of AI, even in limited internal applications, may give rise to new risks or liabilities, including increased governmental or regulatory scrutiny, litigation exposure, compliance requirements, ethical considerations and confidentiality or security risks. These risks could, in turn, adversely affect our reputation, business, financial condition and results of operations.
Read in the 10-K filed Feb 13, 2026 ↗
Advancements in artificial intelligence and large language models may increase cybersecurity threats and operational risks. Threat actors may use artificial intelligence to enhance their attacks, increasing the frequency, sophistication and potential impact of cyber incidents affecting our IT and OT environment.
Read in the 10-K filed Feb 25, 2026 ↗
•our recently announced workforce reduction and related reorganization, including the potential for increased reliance on proactive intelligence and artificial intelligence tools;
Read in the 10-K filed Feb 26, 2026 ↗
Our recently announced workforce reduction and related reorganization, including the potential for increased reliance on proactive intelligence and artificial intelligence tools, may not achieve their intended benefits and could adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
In February 2026 we announced a workforce reduction restructuring plan designed to better align our organizational structure with our operating model and strategic priorities. As part of this plan, we expect an increased reliance on automation, proactive intelligence capabilities and AI tools that we believe will enhance productivity and maintain operational efficiency. In addition, these actions will result in severance and other restructuring charges, and may require additional investments in technology and systems. We may not realize the expected cost savings, operating efficiencies or other anticipated benefits of these initiatives within the anticipated timeframe, or at all.
Read in the 10-K filed Feb 26, 2026 ↗
The workforce reduction and reorganization may disrupt our operations and adversely affect employee morale and productivity. The departure of employees, including experienced personnel, may result in the loss of institutional knowledge and expertise, and remaining employees may experience increased workloads, which could lead to increased error rates, reduced innovation and attrition of key talent. Our ability to successfully operate with a reduced workforce is expected to depend in part on the effectiveness, reliability and adoption of our proactive intelligence and AI tools. These technologies may not perform as expected, may require more time or expense to implement effectively, may introduce operational or cybersecurity risks, or may fail to enhance productivity and maintain operational efficiency as expected. These actions could increase the risk of operational disruptions, service interruptions, control failures or other significant events, particularly during transition periods, as responsibilities are reassigned and processes are adjusted. We expect to continue to invest in employees we wish to retain and attract, including through increased compensation. In addition, evolving regulatory requirements and public scrutiny relating to AI technologies could increase compliance costs or limit our ability to deploy such tools as intended.
Read in the 10-K filed Feb 26, 2026 ↗
We may also incur additional costs not currently contemplated, including costs related to technology implementation, operational disruptions, employee claims, regulatory compliance, or other matters arising from the workforce reduction and reorganization. We may also suffer indirect harm to our business as a result of reputational harm or concerns our customers have regarding the use of AI. Any failure to successfully implement these actions, or any unintended consequences resulting from them, could result in delays in product development or strategic initiatives and could materially and adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
In addition, any reassignment of responsibilities, together with potential increased reliance on automation and AI tools to support certain legal, regulatory compliance and risk management functions, may limit our capacity and introduce additional oversight risks. If such tools do not perform as anticipated or are not effectively implemented and monitored, our ability to maintain effective governance, compliance, and risk processes during and after the transition could be impaired, which could increase the risk of regulatory inquiries, investigations, litigation, enforcement actions, control deficiencies and penalties.
Read in the 10-K filed Feb 26, 2026 ↗
The development and use of AI in our products may result in reputational and competitive harm and could adversely impact our business.
Read in the 10-K filed Feb 26, 2026 ↗
We have incorporated and expect to continue to incorporate AI technologies, including generative AI and AI agents, into our products and technologies. Our use of AI depends on third-party large language models that we do not control, and these models may generate inaccurate, biased, or unexpected outputs that conflict with our business objectives or brand standards.
Read in the 10-K filed Feb 26, 2026 ↗
Consumer and societal attitudes toward AI are evolving and there is a risk that customers, regulators or the public may perceive AI technologies negatively. Concerns about automation, privacy, security, bias, transparency, flawed datasets, or other ethical considerations could reduce trust in our products and services or deter customer adoption of AI-enabled features in our products or services. Our customers and sellers may become increasingly reliant on AI outputs in our products and services when making financial or operational decisions. AI-enabled features in our products may generate outputs that could be interpreted as regulated advice, even if unintended or automated. If such AI outputs are, or are perceived to be, inaccurate, biased, flawed, or otherwise determined as providing regulated advice without appropriate authorization, we could face reputational harm, regulatory scrutiny, enforcement actions or liability claims, any of which could materially and adversely affect our business, financial condition, and results of operations.
Read in the 10-K filed Feb 26, 2026 ↗
Our ability to develop and deploy AI features depends on the availability and pricing of third-party AI models, tools, and technical infrastructure, and increases in such costs or constraints on availability could adversely affect our ability to scale and our business. Further, evolving and inconsistent legal frameworks governing AI across different jurisdictions, such as the EU AI Act, other international regimes, and emerging U.S. state regulations may create conflicting compliance obligations, all of which may impose additional costs on us, increase our risk of liability and fines, and may require us to modify, limit, or withdraw certain AI-enabled products or services in particular markets, and adversely affect our ability to scale globally.
Read in the 10-K filed Feb 26, 2026 ↗
Our AI initiatives may not improve efficiency, performance, or profitability as expected, and may underperform or fail entirely due to technological limitations, regulatory requirements, or other factors. If our investments in AI do not produce expected benefits, our operating results and long-term growth could be materially and adversely affected.
Read in the 10-K filed Feb 26, 2026 ↗
The Company, and our Concepts and their franchisees, are subject to numerous laws and regulations around the world which change regularly and are increasingly complex, including: the Americans with Disabilities Act in the U.S. and similar laws; laws related to employment, including the U.S. Fair Labor Standards Act, the U.S. Family and Medical Leave Act, laws related to workplace health and safety, meal and rest breaks, exempt classification, non-discrimination, non-harassment, and whistleblower protections, and laws related to union organizing rights and activities; laws and regulations in government-mandated health care benefits such as the Patient Protection and Affordable Care Act in the U.S.; laws and regulations relating to nutritional content, nutritional labeling, product safety, product marketing and menu labeling; laws relating to state and local licensing; laws relating to the relationship between franchisors and franchisees; laws and regulations relating to health, sanitation, food, workplace safety, child labor, including laws regulating the use of certain “hazardous equipment”, building and zoning, and fire safety and prevention; laws relating to information and data security, privacy, cashless payments, consumer protection, and the use of AI and other emerging technologies; laws relating to our use of third party aggregators; laws relating to international trade and sanctions, tariffs, and currency conversion or exchange; anti-bribery and anti-corruption laws, including the U.S. Foreign Corrupt Practices Act; environmental laws and regulations, including with respect to climate change and greenhouse gas emissions; federal and state immigration laws and regulations; and laws related to public company compliance, disclosure and governance matters.
Read in the 10-K filed Feb 20, 2026 ↗
Further, our use of artificial intelligence and machine learning in our infrastructure and products exposes us to a variety of threats, risks and uncertainties, including with respect to changing laws and regulations regarding the use of such technologies; the risks of inaccuracies, errors and interruptions affecting business processes supported by artificial intelligence; the risks of inaccuracies, errors and interruptions to our products and services using artificial intelligence, which could result in harm to patients or other adverse outcomes; and the variety of risks associated with any other use of information technology, including risks relating to data privacy and access, interruption, compliance, implementation and other factors.
Read in the 10-K filed Feb 20, 2026 ↗
We use machine learning and AI in various business operations, and inability to successfully monitor and manage its use could result in operational, competitive or reputational harm, regulatory enforcement, and legal liability.
Read in the 10-K filed Feb 12, 2026 ↗
We incorporate (and expect to continue incorporating) AI capabilities in the development of new technologies and products and continue to expand the use of AI in our business and operations. Generative AI technologies are new and rapidly evolving technologies that could deliver significant benefits, but also present a number of operational, compliance, ethical, and reputational risks. AI algorithms are currently known to sometimes generate, among other things, irrelevant, nonsensical, deficient, factually inaccurate, biased or infringing content and results. In addition, if the manners in which we deploy and use AI become controversial, we may experience reputational harm to our brand, competitive harm or legal liability. In addition, we are subject to a growing number of cybersecurity and AI safety laws in markets in which we operate. For example, some of our European operations are subject to NIS2 which imposes cybersecurity requirements on “essential entities.” The EU AI Act prohibits certain AI systems that are categorized as “High Risk,” and requires certain disclosures about the use of AI tools. In the United States, there are emerging state AI laws and regulations that may impose additional requirements and restrictions in connection with the use of AI systems, including their use for "high risk" or "consequential" decision making. These rapidly changing regulatory complexities may increase our compliance costs. Moreover, there is risk that confidential information, including material non-public information, trade secrets or personal identifiable information, is input into AI applications, resulting in such information becoming accessible by third parties, including our competitors.
Read in the 10-K filed Feb 12, 2026 ↗
The use of AI tools in the development of new technologies and products presents significant IP challenges. Determining IP ownership for AI-generated content remains uncertain in some jurisdictions. Also, AI tools might also unintentionally access or use third party IP or generate output infringing, thereby heightening exposure to IP claims and disputes. Inventions or works of authorship created using AI may be based on or contain, materials that were used in the training of such AI technologies and are identical or similar to third-party intellectual property, which could further limit our ability to obtain intellectual property protection in such inventions or works of authorship.
Read in the 10-K filed Feb 12, 2026 ↗
Our competitors may incorporate AI into their operations more quickly or effectively than we do or with more successful outcomes. Additionally, we may not be able to attract or retain the necessary talent to support our AI technology investment or maintain our systems, which may affect our ability to remain competitive. Disruption or failure of our AI systems, or those of various third parties on whom we rely on, could lead to delays and operational challenges, as well as compliance and reputational issues which could materially adversely affect our business, financial condition and results of operations.
Read in the 10-K filed Feb 12, 2026 ↗