Climate change Sustainability and the transition to renewable energy and a net zero economy expansion matters pose operational, commercial and regulatory risks.
AI is an emerging 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. 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. We have made significant investments in various AI initiatives. However, the •The AI landscape is complex and rapidly evolving, and new and enhanced laws and regulations (or inadequate laws or regulations), novel application of existing laws to AI technology, governmental or regulatory scrutiny, competition from established or emerging companies, litigation, litigation and ethical concerns, cybersecurity concerns, intellectual property concerns, or other complications concerns could materially and adversely impact our ability to protect our data and intellectual property, to develop and offer products and services that effectively use AI, to compete with other AI products or services, to improve efficiency of existing products or services through the effective use of AI to remain competitive, or to incorporate AI in our internal operations, or could materially increase our burden and cost of research, development and regulatory compliance. As discussed in the risk factor entitled “The markets in which we operate continuously change to adapt to customer needs. Our inability to innovate and compete with new or enhanced products and services of our competitors could impact our profitability,” competitors are deploying AI in ways that could materially reduce demand for our products and services. Additionally, we may be unable to protect our data from unintended use or access by third-party AI systems. For additional risks related to intellectual property rights, see the risk factor entitled “Our ability to protect our intellectual property rights could impact our competitive position.” The development, testing and deployment of AI systems requires continued investment and may materially increase the cost profile of our offerings due to the nature of the
•From time •Our ability to time, produce and develop products and services with AI capabilities is dependent upon the products and services of other suppliers, including certain data, software and service suppliers. Our products and services with AI capabilities may rely on third-party AI providers for certain capabilities and infrastructure. If any such providers were to limit, discontinue or materially alter the terms of our access, we may be unable to obtain comparable data from our suppliers has errors, is delayed, has design defects, is unavailable on acceptable terms other sources in a timely or is not available cost-effective manner, or at all. To the extent we rely on third-party AI models, the providers may discontinue such models or their model capabilities may become insufficient or obsolete. While such issues have not materially adversely affected us to date, the future occurrence of any such issue could have a material adverse effect on our business, financial condition or results of operations.
•We, and certain types of information we collect, compile, use, and publish, are subject to numerous U.S. federal and state •We do not yet know whether intellectual property laws and non-U.S. regulations governing the protection of personal and confidential information of our clients, employees and products in the jurisdictions in which we operate. operate will enable us to effectively protect our intellectual property rights from unintended use by AI. Third parties could also use our data with AI tools to create their own insights and potentially supplant our products and services. We are also subject to a variety of evolving laws and regulations regarding AI in an increasing number of jurisdictions. Further, global privacy, data localization, data maintenance, data transfer and data protection AI legislation, regulatory, enforcement, and policy activity are is rapidly and continually evolving and creating a complex regulatory compliance environment. There is also increasing concern among certain privacy and data protection advocates, government regulators, litigators, and the press regarding marketing and privacy matters as well as data protection, particularly as they relate to individual privacy, threats to personal information, and perceived national security interests. Costs and adaptation of our business practices to comply with and implement the increasing privacy-related and data protection, data maintenance and transfer restriction Such measures have been, and we expect will continue to be, significant, particularly as the laws and regulations across jurisdictions change frequently and sometimes conflict. In addition, such measures, as well as any associated inquiries or investigations or any other government actions, increase our operating costs and require significant management time and attention, attention and may result in negative publicity and subject us to significant costs that may harm our business, including fines or damages as well as demands or orders that we modify or cease existing business practices. The integration of AI in our products and services may increase the risks of improper processing of personal data, further exacerbating such risks.
•Our products and services contain intellectual property delivered through a variety of digital and other media. Our ability to achieve anticipated results depends in part on our ability to defend our intellectual property rights against infringement and misappropriation. Our business, financial condition or results of operations could be materially and adversely affected by inadequate or changing legal and technological protections for intellectual property and proprietary rights in some jurisdictions and markets. For example, the legal landscape with respect to AI is rapidly evolving, and we do not yet know whether intellectual property laws and regulations in the jurisdictions markets in which we operate will enable us to effectively protect our intellectual property rights from unintended use by AI. Additionally, we do business in a number of countries included on the Priority Watch List maintained by the Office of the United States Trade Representative which are currently thought to afford less protection to intellectual property rights generally than some other jurisdictions. The lack of strong patent and other intellectual property protection in jurisdictions in which we operate increases our vulnerability regarding unauthorized disclosure or use of our intellectual property and undermines our competitive position. In addition, even in jurisdictions where there are strong protections for intellectual property rights, our ability to enforce our intellectual property rights may be impacted by the number of competitors attempting to infringe or misappropriate our intellectual property. operate.
•The cyber threats we and our third-party service providers (including our vendors) vendors, data partners and distribution partners) face are rapidly evolving and are becoming increasingly sophisticated and include denial of service attacks, ransomware, spyware, misinformation, phishing/smishing/vishing attacks, business compromise attacks,
The development, maintenance, sale and support •In order to remain competitive, we have made significant investments in various AI initiatives. There is no guarantee that these investments will lead to the development of our products and services are dependent upon that achieve market acceptance, profit or the knowledge, experience level of profitability that we expect or have experienced historically. The continued enhancement of AI within our products, services and ability of processes depends in part on our highly skilled, educated and trained key personnel. Accordingly, our business is dependent on successfully attracting, retaining and training talented employees and navigating key management transitions (including in our executive leadership team) in a highly competitive business environment. Our ability to attract and retain talented employees with critical AI and data science experience, which is dependent on a number of factors, including prevailing market conditions and compensation packages offered by companies competing for the same talent. While we offer competitive salary and benefit packages, intense competition for talent within our markets with critical AI and data science experience is driving difficulties in attracting and retaining skilled employees. Key management transitions, such as the recent changes to our executive leadership team, involve inherent risk, and such transition periods can be disruptive and may result in a loss of personnel with deep institutional or technical knowledge. If we are less successful in our recruiting efforts, or if we are unable to attract, retain or train key qualified personnel or to navigate key management transitions, personnel, our ability to develop and deliver successful products and services or achieve strategic goals on our investments in our various AI initiatives may be adversely affected, which could have a material adverse effect on our business and results of operations. affected.
•Our products contain intellectual property delivered through a variety of digital and other media. Our ability to achieve anticipated results depends in part on our ability to defend our intellectual property rights against infringement and misappropriation. Our business, financial condition or results of operations could be materially and adversely affected by inadequate or changing legal and technological protections •We have filed for intellectual property and proprietary rights in some jurisdictions and markets. For example, the legal landscape with respect to AI is rapidly evolving, and we do not yet know whether intellectual property laws and regulations patents in the jurisdictions U.S. and in certain international jurisdictions, but such protections can be expensive and may not be available in all countries in which we operate will enable us or in which we seek to effectively enforce such rights, or may be difficult to enforce in practice. We have filed for trademark registrations and participated in trademark enforcement and trademark oppositions in the U.S. and certain international jurisdictions to protect our intellectual property brand, good will and reputation. These efforts cannot ensure registrations will be issued, our trademark rights from unintended use by AI. Additionally, we will be enforced, or violations of our trademark rights will be appropriately resolved. We do business in a number of countries included on the Priority Watch List and/or Watch Lists maintained by the Office of the United States Trade Representative which are currently thought to afford less protection to intellectual property rights generally than some other jurisdictions. The lack of strong patent and other intellectual property protection in jurisdictions in which we operate increases our vulnerability regarding unauthorized disclosure or use of our intellectual property and undermines our competitive position. In addition, even in jurisdictions where there are strong protections for intellectual property rights, our ability to enforce our intellectual property rights may be impacted by the number of competitors or other third parties attempting to infringe or misappropriate our intellectual property. property, and the time and resources required to defend against such unauthorized uses.