Upstart Holdings, Inc. UPST
New risk paragraphs, branching off last year
Each branch is a paragraph in Risk Factors with nothing like it in the 10-K filed Feb 14, 2025. A box jumps to the paragraph as filed, below.
Paragraphs with nothing like them in last year's 10-K
87 paragraphs in Risk Factors of the 10-K filed Feb 10, 2026 with nothing like them in the 10-K filed Feb 14, 2025. Quoted exactly. Paragraphs that were only edited are under 10-K change.
•Our reputation and brand are important to our success, and failure to maintain, protect and promote our brand may harm our business.
•A significant portion of our business has historically depended on a single loan product, and shifts in product demand or mix could adversely affect our business.
•Any significant disruption of, or failure in, our technology systems, including our AI lending platform, could adversely affect our business, financial condition and results of operations.
Adverse macroeconomic conditions and resulting uncertainty and volatility have had, and may have in the future, a material adverse effect on our business and results of operations. Such conditions can reduce borrower demand, approval and acceptance rates, loan origination volume and loan funding from lending partners and institutional investors, reduce liquidity in the capital markets, increase funding costs, and increase our reliance on our balance sheet. Many borrowers that access our marketplace have poor, limited or no credit history and may be disproportionately affected by inflation, higher interest rates, unemployment or recessionary conditions, which can reduce their ability or willingness to borrow or repay loans. During economic downturns, borrowers may prioritize secured obligations over unsecured personal loans, and higher interest rates may further increase payment burdens, leading to higher delinquencies, defaults, charge-offs and lower recoveries. Because our operations are concentrated in U.S. consumer credit, adverse developments affecting the U.S. economy or consumer credit markets could have a disproportionate impact on our business. In addition, changes in fiscal, monetary or regulatory policy priorities across presidential administrations may contribute to economic volatility and uncertainty. Any sustained decline in borrower approvability, loan acceptance or origination volume, or any increase in delinquencies or defaults beyond our expectations, could materially adversely affect our business, financial condition and results of operations.
Capital arrangements entered into during periods of higher interest rates may become more costly if interest rates decline and the terms of such arrangements remain in place. Despite our efforts, marketplace capital constraints may persist, and we may be required to rely more heavily on our balance sheet, incur higher funding costs or agree to less favorable terms to maintain loan origination volume, which could adversely affect our business, financial condition and results of operations.
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When we act as sole sponsor of securitizations, we are required under Regulation RR to retain a portion of the credit risk of the underlying loans for a specified period of time. We may finance some or all of these retained interests through risk retention financing facilities. If retained interests decline in value, or if we are unable to finance or refinance retained risk positions on acceptable terms, our liquidity, funding costs and results of operations could be adversely affected. We may also retain subordinated or residual interests beyond minimum risk retention requirements, which are exposed to greater credit risk and may lose value, including becoming worthless. Regulatory requirements applicable to securitizations, including under the Dodd-Frank Act, the Investment
Company Act of 1940, and the “Volcker Rule,” as well as changes in state licensing requirements, may limit the type or structure of securitizations we are able to complete, and failure to comply with applicable securitization laws or regulations could restrict our ability to access securitization markets or require us to restructure or discontinue certain financing arrangements.
Servicing fees generated by our loan servicing activities for loans sold to institutional investors or contributed to asset-based securitizations and pass-through certificate transactions also represent a material portion of our earnings, and investor demand for Upstart-powered loans and related securities may fluctuate based on loan performance, pricing and servicing economics, macroeconomic conditions, investor risk appetite, regulatory or accounting considerations and the availability of funding and liquidity in the capital markets.
Our ability to attract borrowers and facilitate loan originations on our marketplace depends in large part on the effectiveness of our AI models in evaluating borrower creditworthiness and pricing loans appropriately. Our overall operating efficiency and margins further depend in part on our ability to maintain a high degree of automation in our application process and achieve incremental improvements in the degree of automation. If our AI models contain errors, rely on inaccurate assumptions or data, or otherwise fail to perform as expected, loans may be sub-optimally priced or incorrectly decisioned, which could result in losses that are higher than expected, reduced borrower demand, and decreased loan originations. For example, as of December 31, 2025, the quarterly vintages of core personal loans that originated in the fourth quarter of 2023 and the first quarter of 2024 were forecasted to underperform relative to their target returns set at the time of loan origination. Our AI models and related decisioning processes also depend on the availability, accuracy and timeliness of data and other inputs, including information provided by applicants and third-party sources. If the data or inputs used to train, operate, calibrate or monitor our AI models are inaccurate, incomplete, biased or otherwise unreliable, or if our access to key data sources is terminated or interrupted, our models may not perform as expected and our ability to evaluate credit risk or price loans may be adversely affected.
In addition, we may make errors in the development, validation, testing, governance, or implementation of our AI models or related tools and processes, and such errors may not be detected prior to deployment. Or, our AI models may not be able to accurately predict borrower behavior or loan performance under all circumstances, particularly during periods of economic uncertainty or rapid changes in macroeconomic conditions.
Underperformance of Upstart-powered loans relative to expectations may also reduce demand from lending partners and institutional investors, constrain capital and negatively affect our financial results. If our AI models do not accurately or timely reflect changes in economic conditions affecting borrowers’ credit risk, the performance of Upstart-powered loans may be worse than anticipated, which could harm our reputation, erode trust with lending partners and institutional investors, and adversely affect our business, financial condition and results of operations. If model performance deteriorates, our lending partners and investors may change or tighten their underwriting or pricing requirements, reduce demand for Upstart-powered loans, require additional credit enhancement or other structural protections, or impose less favorable terms across our loan funding arrangements, any of which could adversely affect our business.
If one or more significant lending partners reduce, suspend or cease their business with us for any reason, or if we are unable to attract and onboard new lending partners to replace or supplement existing relationships, loan origination volume and revenue could decline. Our ability to attract new lending partners may be limited by lengthy or complex onboarding processes, prospective partners’ diligence requirements, or changes in target returns, funding costs or risk tolerance. Prospective lending partners may also be cautious in adopting our platform or in purchasing loans originated on the Upstart platform due to regulatory uncertainty, AI model governance or fair lending compliance considerations, as well as the time, cost and operational changes required to integrate our technology, which can delay onboarding and make the timing and volume of related revenue difficult to predict.
We enter into a separate agreement with each of our lending partners. These agreements are non-exclusive and may contain minimum fee amounts. Lending partners may decide to stop working with us, seek to modify agreement terms in a cost-prohibitive manner when their agreement is up for renewal, or enter into exclusive or more favorable relationships with our competitors. In addition, lending partners may adjust or terminate their business with us based on macroeconomic conditions, funding costs, regulatory requirements, credit performance, internal priorities, competitive dynamics or changes in business strategy. Federal or state regulators may also require lending partners to terminate or limit their business with us, or impose regulatory pressure that constrains their ability or willingness to participate in our marketplace. If we are unable to retain existing lending partners or attract new lending partners on acceptable terms, our business, financial condition and results of operations could be adversely affected.
Although we have been profitable in certain periods, we have also incurred net losses and may do so again in the future. We have made, and expect to continue to make, significant investments in our business, and we may not be able to increase revenue sufficiently to offset these costs, which could prevent us from achieving or sustaining profitability. These investments include investment in our proprietary AI models, product development, borrower acquisition, platform enhancements and expansion of our loan offerings.
Our operating and financial results have, in the past, and may, in the future, fluctuate significantly from period to period due to a variety of factors, many of which are outside of our control. Factors that may cause these fluctuations include, among others, changes in macroeconomic conditions; fluctuations in borrower demand and loan origination volume, including seasonal patterns; changes in the availability and cost of loan funding; changes in credit performance; shifts in product mix; the timing and success of new products, partnerships or funding arrangements; changes in interest rates; changes in regulatory requirements or enforcement priorities; and changes in our operating expenses.
Our reputation and brand are important to our success, and failure to maintain, protect and promote our brand may harm our business.
We believe maintaining a strong brand and trustworthy reputation is critical to our success and our ability to attract borrowers to our marketplace, attract new lending partners, maintain diverse and resilient loan funding and sustain good relations with regulators. The maintenance of our brand and reputation depend on a number of factors, including the performance and perceived effectiveness of our proprietary AI models, the quality and pricing of our products, the reliability and scalability of our platform, regulatory compliance, loan performance outcomes and our ability to innovate and respond to evolving customer and partner needs. In addition, the availability and perceived attractiveness of alternative products or platforms from our competitors may influence how our brand and value proposition are perceived. Competitive pressures may result in reduced demand for Upstart-powered loans, pricing pressure, increased costs or loss of market share, any of which would harm our reputation and brand. If we are unable to differentiate our platform and maintain trust with borrowers, lending partners, institutional investors, and other third parties, our business, financial condition and results of operations could be adversely affected.
Furthermore, negative publicity about us or the consumer lending industry, including regarding our AI-powered credit decisioning models, loan performance, servicing or collections practices, marketplace model, use of AI, regulatory compliance, data privacy and cybersecurity practices, litigation or regulatory actions, or the experience of participants on our platform, even if inaccurate or unfounded, could harm our reputation and reduce confidence in our platform. Such reputational harm could reduce usage of our platform and adversely affect our business, financial condition and results of operations.
Our success depends in part on our loan servicing and collection efforts. A meaningful portion of our revenue from fees is generated from loan servicing fees. The vast majority of Upstart-powered loans are unsecured and are not guaranteed or insured by any third party or backed by any governmental authority. As a result, our ability to collect amounts owed on such loans on behalf of lending partners, Upstart, institutional investors, and financing lenders is limited if borrowers are unwilling or unable to repay. Even where loans are secured, including auto loans or HELOCs, we may be limited in our ability to recover amounts owed if collateral cannot be located or recovered or if collateral values decline.
Our ability to collect on loans is largely dependent on borrowers’ financial health and may be adversely affected by factors such as unemployment, illness, bankruptcy, economic downturns or other circumstances beyond a borrower’s control. Federal and state laws, including bankruptcy and insolvency laws, may further limit recoveries. If delinquencies, defaults or bankruptcies increase, our collections and recovery rates may decline, which could reduce fees payable to us, negatively affect lending partner and institutional investor demand for Upstart-powered loans, erode trust in our marketplace or increase loan funding costs.
We conduct collection activities for certain lending partners, institutional investors, and financing lenders. Because we have limited experience conducting first-party or in-house collection activities, we cannot be certain that we will be able to effectively manage risks associated with such activities. We also rely on third-party collection agencies and, in certain cases, litigation strategies to collect from certain delinquent borrowers. If our collection efforts or those of third-party vendors are ineffective, inconsistent, unprofessional or otherwise harm borrowers, our reputation could be damaged, borrower demand could decline and delinquencies and charge-offs could increase.
We act as servicer for most loans facilitated through our marketplace, including loans sold in whole loan transactions, contributed to securitizations and pass-through securities, and pledged in warehouse facilities. Loan servicing is a highly regulated and operationally complex activity, involving manual processes and regulatory compliance obligations. Errors in servicing, failures to comply with servicing requirements or inadequate performance could expose us to liability to borrowers, lending partners, institutional investors or financing lenders, and harm our reputation. If the costs of servicing exceed the servicing fees we earn, our results of operations could be adversely affected.
Auto loans facilitated through our marketplace and retail installment contracts purchased from motor vehicle dealers are secured by vehicles that may depreciate rapidly and may be difficult to locate. We rely on third-party repossession vendors to recover collateral, and repossession may not result in full recovery of amounts owed. Failures by such vendors to adhere to applicable law and regulations could result in loss of the collateral, regulatory action, litigation and/or reputational harm. As we scale our auto lending business, we may face increased operational and compliance risk in coordinating repossession activity and managing title and other collateral requirements that vary by state. For home-secured products such as HELOCs, collections and recovery may involve enforcing liens or pursuing foreclosure-related remedies that can be time-consuming, costly and subject to heightened regulatory and reputational scrutiny.
Servicing and collection activities are subject to extensive and evolving federal and state laws and regulatory oversight. If we fail to comply with applicable servicing, collection or licensing requirements, we could lose licenses, become subject to enforcement actions, sanctions or litigation, or be restricted from servicing loans or operating in certain jurisdictions, which could adversely affect our business, financial condition and results of operations.
A significant portion of our business has historically depended on a single loan product, and shifts in product demand or mix could adversely affect our business.
Fraud is prevalent in the financial services industry and may increase as perpetrators become more sophisticated. We are subject to the risk of fraudulent activity associated with borrowers, employees and third parties that handle borrower information, and in limited circumstances we cover certain fraud-related losses of our lending partners and institutional investors. Fraud rates may also increase during economic downturns.
We may pursue acquisitions or investments in other businesses or technologies, which could disrupt our business and may not achieve anticipated benefits.
We may pursue acquisitions or investments in other businesses or technologies as part of our growth strategy. These transactions may require significant management attention, involve the integration of different business models, technologies, systems, controls or cultures, and divert resources from our existing operations.
We may encounter difficulties integrating acquired businesses, technologies or personnel, or fail to realize anticipated synergies, cost savings or strategic benefits. In addition, acquisitions or investments may expose us to unforeseen liabilities, integration costs, impairment charges, regulatory scrutiny or other risks. If we are unable to successfully manage or integrate these transactions, or if they fail to achieve their intended objectives, our business, financial condition and results of operations could be adversely affected.
Our financial reporting relies on significant estimates, judgments, key operating metrics and effective internal controls, and inaccuracies or control failures could adversely affect our business.
The preparation of our financial statements requires management to make estimates and assumptions that affect reported amounts and disclosures, including with respect to revenue recognition, loan valuation, credit losses, fair value measurements and other areas. Although we believe these estimates and assumptions are reasonable, they are inherently uncertain, may change as new information becomes available, and may differ materially from actual outcomes.
Our ability to produce timely and accurate financial statements and other periodic reports depends on the maintenance of appropriate information systems, processes and controls. In addition, we regularly assess, and report on, the effectiveness of our internal control over financial reporting. If we or our independent auditors identify deficiencies in internal controls that are deemed to be material weaknesses, or if significant deficiencies or material weaknesses are identified in the future, our financial reporting may be delayed or unreliable.
Our operating and financial results also depend on certain operating and financial metrics that we disclose, including key measures of loan performance, revenue and related performance indicators. These metrics are based on underlying data that involve estimates and assumptions, may not be comparable to similarly titled measures used by other companies, and may change over time as our business evolves. In addition, certain processes used to aggregate, validate and report underlying operating and financial data may involve manual workflows, which may be time-consuming, difficult to scale, and more susceptible to human error. If actual results differ materially from the estimates used in preparing our operating and financial results, or if inaccuracies or incomplete data result from such processes, or if changes in the way we or others define and use key metrics make those metrics less useful or reliable, our business, financial condition and results of operations could be adversely affected. In addition, we may from time to time publish certain operating or performance metrics on a more frequent basis in our Regulation FD channels, which are subject to the same inherent limitations, estimates and potential variability as our other disclosed metrics.
Significant natural disasters or other catastrophic events, such as earthquakes, fires, hurricanes, blizzards or floods (including those associated with climate change), as well as power losses, telecommunications failures, strikes, epidemics or pandemics, cyber incidents, system failures or failures of financial institutions, could adversely affect our business, results of operations and financial condition. The effects of climate change may increase the frequency or severity of certain natural disasters. Our operations, including our headquarters in the San Francisco Bay Area and our office in Columbus, Ohio, are located in regions that may be vulnerable to earthquakes, wildfires, severe weather events or other climate-related conditions. Although we maintain disaster response plans and insurance, such events could disrupt our business, the operations of our lending partners or third-party suppliers, and result in losses and additional costs to maintain or resume operations. Our insurance coverage may be insufficient to compensate us for all losses that may occur. In addition, for loans secured by collateral, catastrophic events may also damage or impair collateral or adversely affect collateral values, which could reduce recovery amounts and increase losses.
Our information technology systems, as well as those of our third-party vendors and service providers, are vulnerable to inadvertent or intentional security breaches, attacks, outages, disruptions and other incidents. The size, complexity, accessibility and distributed nature of our information technology systems, including systems operated by third parties on our behalf, may increase the likelihood or severity of such incidents. These risks may arise from actions by employees, contractors, vendors, lending partners, institutional investors or other third parties, as well as from malicious threat actors. While we continue to invest in security controls and monitoring, no system can provide absolute security, and our controls and any related actions may fail to prevent, detect, or remediate security incidents promptly or at all. In addition, our use of advanced technologies, including AI, may introduce additional cybersecurity risks or be exploited by threat actors, increasing the complexity of managing our security environment.
incidents affecting us or our vendors or service providers could compromise the confidentiality, integrity or availability of our systems, proprietary models, algorithms, or data, cause service interruptions, disrupt our operations, degrade the user experience of our platform, or result in unauthorized access to, disclosure of, or other processing of sensitive information, including borrower data. Such incidents could adversely affect borrowers, lending partners and other third parties that rely on our platform and could harm our reputation, reduce transaction volume or otherwise adversely affect our business.
Security incidents, whether actual or perceived, may trigger notification obligations, regulatory investigations or enforcement actions, litigation, contractual liability, significant remediation costs, or negative publicity. Any of these consequences could cause borrowers, lending partners, or other third parties to lose confidence in our platform and could harm our reputation. We maintain insurance policies intended to cover certain cybersecurity and privacy-related risks; however, this coverage may be insufficient, unavailable on acceptable terms, subject to exclusions or deductibles, or contested by insurers. Any security incident could adversely affect our business, financial condition, and results of operations.
Any significant disruption of, or failure in, our technology systems, including our AI lending platform, could adversely affect our business, financial condition and results of operations.
Our business depends on the continuous operation, availability and security of our AI lending platform and related technology systems. We rely on these systems to process loan applications, service loans, support underwriting and pricing decisions, and manage data and reporting for our lending partners and institutional investors. Our reliance on electronic loan origination, disclosures and signatures, rather than paper-based processes, may increase the risk of errors or system failures.
We are also dependent on a number of third-party infrastructure and services, including cloud computing, data storage and network services, to operate our platform. If these services are interrupted, degraded or terminated, whether due to system failures, cyber incidents, human error or other causes, we could experience disruptions in our operations and delays in loan processing or servicing. For example, we host our AI lending platform using Amazon Web Services (“AWS”), a provider of cloud infrastructure services. In the event that our AWS service agreements are terminated, there is a lapse of service, interruption of internet service provider connectivity, or damage to AWS data centers, we could experience interruptions in access to our platform, as well as delays and additional expense if we must secure alternative cloud infrastructure services, which could reduce confidence in the reliability of our platform and cause lending partners or institutional investors to reduce, suspend or cease funding or other participation on our marketplace.
We also collect, store, and process large volumes of sensitive borrower and applicant information, as well as proprietary information, including data used to develop, train, and operate our AI models and related technologies. Unauthorized access to or use of our systems or data, or other security breaches or incidents could result in service disruptions, loss of data, including proprietary or AI-related data, regulatory investigations and other proceedings, litigation, remediation costs and reputational harm.
Our disaster recovery, business continuity and information security controls may not be effective in all circumstances. As our business grows and our technology systems become more complex, we may need to make significant investments to maintain the capacity, reliability and security of our platform. Any failure to effectively manage these risks could adversely affect our business, financial condition and results of operations.
Our platform and internal systems rely on software that is highly technical and complex and depend on the ability of such software to store, retrieve, process and manage high volumes of data. The software on which we rely has contained, and may in the future contain, errors, bugs or defects, some of which may not be discovered until after deployment.
Any real or perceived errors, bugs, or defects could result in incorrect or delayed processing of loan applications, inaccurate pricing or disclosures, failures in compliance or fraud-detection controls, disruptions to our platform or services, or other operational issues. Any such failures could harm our reputation, reduce borrower or lending partner confidence, cause lending partners or institutional investors to reduce, suspend or terminate their participation or funding, increase regulatory scrutiny, expose us to fines, penalties or liability, or otherwise adversely affect our business, financial condition and results of operations.
Finally, if we are unable to protect, enforce or obtain rights to our proprietary technology, or if third parties successfully challenge those rights, our competitive position and ability to differentiate our platform could be adversely affected, which could in turn harm our business, financial condition and results of operations.
In addition, open source software is generally provided without warranties or assurances regarding its origin, functionality or performance. As a result, open source software may contain vulnerabilities, defects or other issues that could adversely affect our systems. Many of the risks associated with the use of open source software cannot be eliminated and could adversely affect our business, financial condition and results of operations.
Our employees and contractors use generative AI technologies in connection with their work, and the use of such technologies presents risks and challenges that could adversely affect our business. Despite policies governing their use, employee or contractor errors, misuse or unauthorized use of generative AI technologies could result in security incidents and could otherwise introduce security, legal, compliance, or operational risks. Even authorized use of generative AI technologies may generate content, including software code, that is inaccurate, misleading or contains security vulnerabilities. In particular, generative AI tools may produce outputs that appear accurate but are factually incorrect or incomplete, which could result in incorrect information being relied upon by employees or contractors. Use of such technology by employees, contractors or others could result in reputational harm, competitive harm or legal liability. In addition, generative AI technologies may introduce cybersecurity risks if vulnerabilities are incorporated into our systems or products. We also use, or may in the future use, agentic AI tools to support servicing or other customer-facing functions, such as customer support, which may increase the risk of errors, inconsistent outputs or failure to adhere to our policies, regulatory obligations or customer expectations.
Many aspects of the legal framework governing intellectual property rights, licensing, and liability related to generative AI remains unsettled, and our use of such generative AI technologies may expose us to claims of copyright infringement, other intellectual property claims, or reputational harm. While we have taken, and continue to take, steps designed to mitigate risks associated with the use of generative AI in our business, including through policies and controls governing the use of generative AI technologies, our use of AI may present ethical, reputational, legal, competitive, and regulatory risks that could adversely affect our business, financial condition, results of operations, and future prospects.
We rely on our proprietary AI models, which are statistical models built using a variety of data sets. Our AI models rely on data collected from applicants and borrowers, data obtained from credit bureaus and other third parties, and our historical credit performance data. If the data used by our AI models are inaccurate, incomplete, outdated, biased or otherwise unreliable, or if our access to such data is limited or interrupted, our models may not perform as expected. Evolving regulatory obligations, including “open banking” requirements and obligations associated with data-sharing frameworks, may limit our ability to access, use or control such data or increase the cost of obtaining it. If our access to applicant, borrower or third-party data is restricted, becomes more costly or is otherwise unavailable, our ability to accurately evaluate borrowers, detect fraud and verify applicant information could be compromised, which could negatively affect pricing accuracy, automation levels and loan volume.
Data obtained from third-party sources or provided by applicants may be inaccurate, incomplete, outdated or misleading, including due to reporting errors, staleness or applicant misrepresentation. In particular, data from credit bureaus or other consumer reporting agencies may not accurately reflect an applicant’s or borrower’s actual credit history due to reporting errors, staleness, incompleteness or other inaccuracies. In addition, limitations on data access or data quality could impair our ability to train, validate and improve our AI models over time, and could require us to modify our models or data-usage arrangements, or to require us to share proprietary data, which could reduce our competitive advantage. Any of the foregoing could adversely affect our ability to attract borrowers, lending partners and institutional investors and harm our business, financial condition and results of operations.
Our success depends in part on our relationships with third-party vendors that provide services critical to the operation of our platform. In some cases, our third-party vendors are one of a limited number of sources of such services. For example, we rely on national consumer reporting agencies for a significant portion of the data used in our AI models, as well as third-party verification technologies and services that are critical to maintaining a high level of automation on our platform. We also rely on third-party payment processors or banks to access payment networks and process loan payments.
In addition, participants in the consumer financial services industry, including financial technology companies, have been subject to state attorney general actions and regulatory enforcement proceedings alleging violations of consumer protection, lending, licensing, fair lending or other laws. Any such actions involving us could require significant operational changes, remediation payments or restrictions on our business. In addition, if our arbitration provisions were found to be unenforceable or otherwise limited, our exposure to class action litigation and related costs could increase. From time to time, we may also identify compliance issues that require operational changes or remediation to impacted borrowers, which could result in additional costs, litigation or regulatory scrutiny. The outcome of pending and future legal or regulatory matters could be material to our results of operations, financial condition and cash flows and could materially adversely affect our business.
New laws, regulations and regulatory interpretations continue to be adopted and may subject us to increased scrutiny, compliance obligations or operational constraints. As we expand into new markets, introduce new financial products and services and continue to evolve our AI models, additional regulatory requirements may apply. In some cases, we may be required to obtain or maintain licenses or approvals, and regulators could deny applications, delay approvals, impose conditions, levy fines or penalties, or otherwise restrict our ability to operate our marketplace.
We may also be subject to heightened regulatory supervision or enforcement at the federal or state level, including by the CFPB, state attorneys general or other regulatory agencies. Federal and state regulators have increased scrutiny of fees and practices that may be viewed as unfair, deceptive or abusive, and fees charged in connection with loans facilitated through our marketplace could be subject to challenge or refund.
State regulators have also increased scrutiny of financial technology companies and bank partnership arrangements, including through licensing requirements, enforcement actions or the adoption of laws regulating such relationships. Our business and the activities we facilitate for our lending partners are subject to extensive federal and state laws governing consumer lending, loan servicing and collections, credit reporting, fair lending, privacy and data protection, debt collection, electronic payments, marketing and communications, and related financial services activities.
Furthermore, the regulatory framework governing the development and use of AI and machine learning technology is evolving and remains uncertain. Federal and state regulators have increased scrutiny of AI-driven decision-making, including in consumer lending, and have proposed or adopted laws, regulations and guidance addressing AI governance, transparency and discrimination risks. Regulators may require us to demonstrate robust governance, testing, validation, monitoring, documentation and explainability for our AI models and related decisioning processes. In some cases, regulators may seek explanations for specific model outputs or outcomes, which may be difficult, costly or impractical given the complexity of our models. If we are unable to satisfy evolving expectations relating to AI governance or explainability, we may be required to modify, destroy, limit or discontinue certain models, features, data or products, increase manual review or incur additional compliance costs. Certain state laws regulating “high-risk” AI systems may impose additional compliance, governance, disclosure and risk management obligations.
Our use of AI and automated decision-making may also expose us to increased risk of regulatory enforcement actions and other proceedings, supervisory findings or private litigation, including claims alleging discriminatory or disparate impact, unfair or deceptive practices or improper reliance on automated decision making. Such actions or claims, regardless of merit, could result in significant legal costs, remediation requirements, civil penalties, other liabilities, reputational harm or restrictions on our business.
While compliance is a business priority, it is costly, time-consuming and may limit our operational flexibility. Changes in law, regulation or regulatory interpretation could restrict interest rates, fees or loan structures, require additional licensing or compliance obligations, or otherwise limit the availability of loans facilitated through our marketplace. If we are found to be non-compliant with applicable laws or regulations, we could be subject to fines, penalties, enforcement actions, loss of licenses or authorizations, litigation or other remedies, and loans facilitated through our marketplace could be rendered void, unenforceable, capped at state specific rates or subject to rescission, any of which could harm our business, financial condition and results of operations. For additional
We have received, and may continue to receive, inquiries, examinations or investigations from federal, state or local regulatory authorities regarding our business, including our marketplace activities, marketing practices, underwriting and pricing, fair lending compliance, licensing and registration requirements. Responding to such matters can be time-consuming and costly, may divert management attention and resources, and could result in supervisory findings, enforcement actions, fines, penalties, remedial requirements and/or restrictions on our operations.
Regulatory inquiries or investigations, whether or not they result in formal enforcement action or are ultimately resolved in our favor, may be made public and could harm our reputation, increase scrutiny from other regulators or market participants, and negatively affect borrower, lending partner or investor confidence. The initiation or perception of regulatory investigations could also adversely affect the market price of our common stock. Any adverse outcomes arising from regulatory matters could materially affect our business, financial condition, results of operations and cash flows.
The CFPB and other consumer protection regulators have broad authority over our business, and increased supervision or enforcement could adversely affect our business.
The Consumer Financial Protection Bureau (“CFPB”) has broad authority to regulate and enforce compliance with federal consumer financial protection laws, including the prohibition on unfair, deceptive or abusive acts or practices (“UDAAP”), and laws governing lending, servicing, collections, credit reporting and related activities. The CFPB also has supervisory authority over certain banks, thrifts and credit unions and certain participants in the consumer financial services market and larger participants in other areas of financial services, including some of our lending partners and our home lending business, and has authority to supervise or investigate other non-bank entities it determines may pose risks to consumers.
Consumer complaints, supervisory findings or enforcement actions, whether involving us, our lending partners, or other market participants, could increase regulatory scrutiny of our business. If the CFPB were to subject us or our subsidiaries to supervision or initiate enforcement proceedings, it could require operational changes, remediation to borrowers, civil monetary penalties, restrictions on our activities or other remedial actions.
We cannot predict how the CFPB or other regulators will exercise their authority in the future or how changes in regulatory priorities or interpretations may affect our business. The CFPB and other regulators have increased scrutiny of the use of alternative data, machine learning and AI-based decision-making in consumer lending, including with respect to fair lending compliance. If regulators determine that aspects of our AI models, disclosures, servicing or collections practices do not comply with applicable laws, we could be required to modify or discontinue products or practices, incur additional compliance costs or face enforcement actions.
Although we have committed resources to enhancing our compliance programs, regulatory actions involving us, our lending partners, or other market participants could result in reputational harm, loss of lending partners, borrowers or institutional investors, or reduced demand for loans facilitated through our marketplace. Any of the foregoing could adversely affect our business, financial condition and results of operations.
When establishing the interest rates and fee structures charged to borrowers on loans originated through our marketplace, our lending partners rely on federal law preemption of state law to export the interest rate requirements of their home states. We, our securitization vehicles, our institutional investors, and warehouse credit facilities similarly rely on the ability to enforce the agreed-upon loan terms following the sale or assignment of such loans. States have enacted, and may continue to enact, laws or take regulatory or enforcement actions that seek to limit interest rate exportation, challenge federal preemption, impose additional licensing requirements or otherwise restrict bank-partnership lending models.
Usury, fee and disclosure-related claims involving Upstart-powered loans may be raised through litigation, government enforcement or other challenges. Certain courts, regulators and private plaintiffs have challenged, and may continue to challenge, the enforceability of bank-originated loans following their sale or assignment to non-bank entities.
In addition, states have enacted, and may continue to enact, “true lender” or similar laws or apply regulatory or judicial tests to determine whether a non-bank platform is deemed to be the lender for purposes of state consumer lending laws. If a borrower or state authority were to successfully assert that we, rather than our lending partners, are the true lender of loans facilitated through our marketplace, such loans could be unenforceable, subject to limits on the interest that can be collected, rescission or otherwise impaired, and we or other program participants could face monetary, injunctive or other penalties.
While we have taken steps to structure our programs in compliance with applicable laws and guidance, there can be no assurance that future regulatory, legislative or judicial developments will not adversely affect the enforceability or transferability of Upstart-powered loans, or the willingness of lending partners or investors to participate in our marketplace.
The collection, use, storage, sharing and other processing of personal information subjects us to privacy and data protection laws and regulations, and failures to comply could adversely affect our business.
We receive, transmit, store and otherwise process large volumes of personal information and other sensitive data from applicants and borrowers. In some cases, this information may include sensitive or biometric data as defined by applicable state law. We share personal information with lending partners and, in more limited circumstances, with institutional investors, subject to contractual, legal and regulatory requirements.
We and our lending partners are subject to a growing body of federal and state privacy and data protection laws and regulations governing the collection, use, disclosure, storage, safeguarding and other processing of personal information. These laws and regulations are evolving and subject to differing interpretations, and impose obligations relating to disclosure, consent, data security, data use, data retention, automated decision making and other aspects of data processing. For example, we are subject to privacy and data protection requirements under laws such as the Gramm-Leach-Bliley Act, which are enforced by regulators including the CFPB and the FTC, and violations may be treated as unfair or deceptive acts or practices.
Regulators have increased scrutiny of data security practices, third-party data sharing and user interface or design practices that may be viewed as unfair, deceptive or manipulative. In addition, state privacy laws, including those adopted in California and other jurisdictions, as well as biometric privacy laws such as the Illinois Biometric Information Privacy Act, impose additional compliance obligations and have been the basis for increased regulatory enforcement and private litigation.
Our efforts to comply with current and future privacy and data protection laws and regulations could result in increased compliance, technical or operating costs and may require us to modify our data infrastructure, data processing practices or business operations. Any actual or perceived violations of these laws and regulations could result in regulatory investigations, enforcement actions and other proceedings, litigation, contractual liability with lending partners, investors, or vendors, remediation costs, reputational harm or restrictions on our ability to operate our business, which could adversely affect our business, financial condition and results of operations.
We believe that neither we nor our subsidiaries are required to register as an investment company under the Investment Company Act of 1940, as amended, because we are primarily engaged in operating an AI-based lending marketplace and providing technology and related services to lending partners. However, the SEC or its staff could disagree with our analysis, including with respect to whether loans or interests in loans held on our balance sheet constitute “investment securities.”
If we were deemed to be an investment company, we could be required to institute burdensome compliance requirements and be subject to restrictions on our activities, transactions with affiliates, borrowings and capital structure, as well as additional reporting and governance obligations, any of which could materially adversely affect our business.
We also believe that neither we nor our subsidiaries are required to register as an investment adviser under the Investment Advisers Act of 1940, as amended, or as a broker-dealer under the Securities Exchange Act of 1934, as amended, based on the nature of our activities and applicable guidance. However, regulatory interpretations or guidance could change, or regulators could disagree with our positions. If we or any of our subsidiaries were required to register or notice-file as an investment adviser or broker-dealer, or otherwise become subject to such regulatory regimes, we could be required to make significant changes to our business operations, compensation structures, marketing practices or financing activities.
We are subject to anti-money laundering, counter-terrorism financing, economic sanctions and anti-corruption laws and regulations, including the Bank Secrecy Act, the USA PATRIOT Act, sanctions administered by the Office of Foreign Assets Control and the Foreign Corrupt Practices Act, either directly or through our lending partners who are subject to such laws. These laws impose obligations related to borrower due diligence, transaction monitoring, recordkeeping, reporting and restrictions on dealings with sanctioned persons or jurisdictions.
Despite our compliance efforts, we cannot provide assurance that our policies, procedures and controls will be effective to prevent violations of these laws by us, our employees, agents, vendors, lending partners or other third parties. Violations or perceived violations of these laws could result in significant fines, penalties, remediation costs,
We rely on borrowings under warehouse credit facilities and risk retention financing facilities to fund certain aspects of our operations, including financing loans and retained interests. These facilities are collateral-based and are secured by loans or securitization-related assets held by special purpose entities. Our ability to access and maintain these facilities depends on the performance and value of the underlying collateral, compliance with applicable covenants and representations, and the continued willingness of lenders to provide financing.
Our warehouse credit facilities and risk retention financing facilities contain operating and financial covenants and other requirements, and under certain circumstances lenders may reduce availability, require repayment of outstanding borrowings, impose additional conditions or terminate their commitments. If we fail to comply with these requirements or experience an event of default, we could be required to repay borrowings, post additional collateral, liquidate assets at unfavorable prices or seek alternative financing, which may be more costly or unavailable.
Any reduction, suspension or termination of these financing arrangements could limit our ability to purchase or hold loans, reduce loan origination volumes, increase our funding costs or require greater reliance on our balance sheet. If we are unable to obtain replacement financing on acceptable terms, or at all, our business, financial condition and results of operations could be adversely affected.
We may continue to make investments to support our business growth and may require additional funds to respond to business challenges, including developing new loan products, enhancing our AI models, supplementing loan funding, improving our operating infrastructure, acquiring complementary businesses or technologies, or making strategic investments. As a result, we may need to raise additional capital through equity, equity-linked or debt financings.
We are subject to federal, state and local taxes in the jurisdictions in which we operate, and applicable tax laws and rates vary and are subject to interpretation and change. We may be subject to examination by tax authorities on income, employment, and other tax matters. Although we regularly assess the adequacy of our tax provisions, there can be no assurance that such provisions will be sufficient or will not be subject to challenge or that an adverse determination would not have a material effect on our business, financial condition and results of operations.
Further, the ultimate amount of tax payable in a given financial statement period may be impacted by changes in tax laws, interpretations, accounting rules or the geographic mix of our earnings, which could cause our tax obligations to differ materially from amounts recorded in our financial statements. As a result, our tax provision involves significant judgment and uncertainty, and fluctuations in our ultimate tax liabilities could materially affect our results of operations.
The trading price of our common stock may be volatile and could fluctuate significantly in response to various factors, many of which are beyond our control. These fluctuations could cause you to lose all or part of your investment. Factors that could affect the trading price of our common stock include general market and economic conditions, volatility in the trading prices of financial technology and technology companies, changes in interest or inflation rates, a reduction in the availability of loan funding and liquidity from lending partners and institutional investors, quarterly fluctuations in demand for the loans we facilitate through our marketplace, changes in our operating performance or results of operations, sales or issuances of shares of our common stock, whether in connection with an acquisition or upon conversion of some or all of the outstanding Notes, analyst coverage or reports, announcements by us or our competitors, litigation or regulatory actions, data security incidents, changes in laws or accounting standards, developments relating to our intellectual property, market perception of our AI models, changes in the competitive landscape, and other events or factors beyond our control.
We may issue additional shares of our common stock in the future in connection with financings, acquisitions, investments, our equity incentive plans or otherwise. We expect to continue granting equity awards to employees, directors and consultants under our equity incentive plans, and we may also raise capital through equity financings in the future. Any common stock that we issue pursuant to equity incentive plans, financings or acquisitions could dilute the percentage ownership held by existing stockholders and could result in a decline in the per-share value of our common stock.
Paragraphs in the 10-Q filed Nov 3, 2026 that were not in the one before
New in the latest 10-Q
11 paragraphs in the 10-Q filed Nov 3, 2026 with nothing like them in the 10-Q filed Aug 4, 2026 (at least half the words must differ; new numbers alone do not count). Quoted exactly, grouped by the item heading above them. This is text that changed, not a judgement of how serious it is.
Financial statements and notes
Fair value adjustments and realized losses on beneficial interests, net (13,985) (7,067) (2,608) (2,340)
Read in the 10-Q
Total interest income, interest expense, and fair value adjustments, net $ 18,566 $ 6,492 $ 62,976 $ 54,332
Read in the 10-Q
The 2026 Notes matured as scheduled on August 15, 2026. The Company repaid the remaining $ 66.5 million aggregate principal amount and all accrued and unpaid interest in accordance with the contractual terms. No gain or loss was recognized upon repayment. The Company has no further obligations with respect to the 2026 Notes.
Read in the 10-Q
(2) Represents the weighted-average incremental shares issuable upon assumed conversion of dilutive convertible senior notes under the if-converted method.
Read in the 10-Q
On October 16, 2026, Upstart Network, Inc. (the “Borrower”), a wholly-owned subsidiary of the Company, entered into a credit agreement providing for a senior secured revolving credit facility with an aggregate principal amount of up to $ 200.0 million (the “Revolver”). Proceeds of the Revolver will be used for general corporate purposes and to provide additional financing flexibility during the initial capitalization of Upstart Bank, N.A. (“Upstart Bank”). The timing and opening of Upstart Bank remain subject to required regulatory approvals.
Read in the 10-Q
Show the other 6
The Revolver matures on October 15, 2027, unless terminated earlier, including 45 days after Upstart Bank’s initial capitalization. Outstanding borrowings must be repaid with proceeds from certain affiliate loan sales to Upstart Bank, upon which the Revolver will terminate. Borrowings bear interest at Term SOFR plus a margin ranging from 2.75 % to 3.25 %, with an initial margin of 3.00 %. The Revolver is guaranteed by the Company and certain subsidiaries and secured by substantially all assets of the Borrower and certain subsidiaries, excluding Upstart Bank’s equity interests and assets. The Revolver also includes covenants that require the Company and its subsidiaries that are pledging assets as collateral to maintain (i) minimum liquidity of not less than $ 100.0 million, (ii) the sum of consolidated eligible assets, plus liquidity in excess of $ 100.0 million, of not less than $ 300.0 million in the aggregate, and (iii) a maximum consolidated secured gross leverage ratio of not more than 2.50 to 1.00. The occurrence of an event of default under the Revolver could result in all loans and other obligations under the Revolver becoming immediately due and payable and the Revolver being terminated.
Read in the 10-Q
1 Beginning in the second quarter of 2026, auto refinance loans are no longer offered on our platform.
Read in the 10-Q
First, credit performance impacts the value of our assets and liabilities as well as our results of operations. For example, changes in credit performance affect the fair value of the loans held on our balance sheet, as well as the related adjustments and interest income recognized in our results of operations. Actual credit performance of the loans sold to third parties and changes in expected credit losses relative to our initial estimates at the time of origination or sale also affect the fair value of beneficial interests associated with our committed capital and other co-investment arrangements. For additional information on the impact of credit risk, including the impact to the fair value of our loans and beneficial interests, refer to Part I, Item 3, “Quantitative and Qualitative Disclosures About Market Risk” of this Quarterly Report on Form 10-Q.
Read in the 10-Q
Second, our expectations for future credit performance inform the interest rates offered to borrowers on our marketplace and affect the number of loans we can approve on competitive terms. Because we have historically limited the maximum annual percentage rates offered on Upstart-powered loans, changes in expected credit losses can affect the number of loan offers we make and terms we offer. We use the UMI, discussed below under “Impact of Macroeconomic Environment,” to quantify the macroeconomic component of this risk.
Read in the 10-Q
Third, the returns earned by our lending partners and institutional investors on Upstart-powered loans may affect their willingness to continue to provide capital to our marketplace. Capital providers generally evaluate these returns relative to alternative investment opportunities. As of September 30, 2026, an equal investment across the 12 recent quarterly vintages of Upstart-powered personal loans would have generated an average return, net of servicing fees, of approximately 660 basis points above yield on two-year U.S. Treasury securities, prevailing at each vintage’s origination. Each individual vintage exceeded the comparable Treasury yield by approximately 500 basis points or more, net of servicing fees.
Read in the 10-Q
Other information
Name and title of director and officer: Dave Girouard, Former Chief Executive Officer, Executive Chairman
Read in the 10-Q
The 10-Q's risk factors against the 10-K
Item 1A of the 10-Q filed Nov 3, 2026 against Item 1A of the 10-K filed Feb 10, 2026.
A 10-Q repeats only the risks that changed, so a 10-K paragraph that is missing from it is not counted as removed.
Added is a paragraph with nothing like it in the 10-K, Reworded a sentence that is in both with several words changed,
Quiet changes a sentence in both where one to four words changed and one is a hedge or a modal
(cut words struck through, new words highlighted).
Text on the page, not a score; each links to the filing at sec.gov.
Show the other 10
The first 15 of 34 are shown (at most 12 of each type).
Phrases used for the first time
Two-word phrases in Risk Factors of the 10-K filed Feb 10, 2026 that are in none of the 1 earlier 10-Ks stored, back to Feb 14, 2025
Where each one is used
- retention financing: •Our loan funding and financing arrangements with lending partners, institutional investors, securitization programs, and warehouse credit and risk retention financing facilities expose us to certain risks, and if we fail to successfully manage such risks, our supply of capital may decrease or we may be required to...
- financing facilities: •Our loan funding and financing arrangements with lending partners, institutional investors, securitization programs, and warehouse credit and risk retention financing facilities expose us to certain risks, and if we fail to successfully manage such risks, our supply of capital may decrease or we may be required to...
- additional compliance: Furthermore, the regulatory framework governing the development and use of AI and machine learning technology is evolving and remains uncertain. Federal and state regulators have increased scrutiny of AI-driven decision-making, including in consumer lending, and have proposed or adopted laws, regulations and...
- timely reflect: •If we are unable to continue to improve our artificial intelligence (“AI”) models or if our AI models are ineffective, including by failing to accurately or timely reflect changes in economic conditions on borrowers’ credit risk, our growth prospects, business, financial condition and results of operations would...
- reflect changes: •If we are unable to continue to improve our artificial intelligence (“AI”) models or if our AI models are ineffective, including by failing to accurately or timely reflect changes in economic conditions on borrowers’ credit risk, our growth prospects, business, financial condition and results of operations would...
- retained interests: When we act as sole sponsor of securitizations, we are required under Regulation RR to retain a portion of the credit risk of the underlying loans for a specified period of time. We may finance some or all of these retained interests through risk retention financing facilities. If retained interests decline in...
- decisioning processes: Our ability to attract borrowers and facilitate loan originations on our marketplace depends in large part on the effectiveness of our AI models in evaluating borrower creditworthiness and pricing loans appropriately. Our overall operating efficiency and margins further depend in part on our ability to maintain a...
- inaccurate incomplete: Our ability to attract borrowers and facilitate loan originations on our marketplace depends in large part on the effectiveness of our AI models in evaluating borrower creditworthiness and pricing loans appropriately. Our overall operating efficiency and margins further depend in part on our ability to maintain a...
Used at least twice, small words left out. Counted, not picked: a phrase can be new because the company renamed something.
What was taken out
276 paragraphs of last year's Risk Factors with nothing like them now. The longest are quoted.
Sources
Item 1A of each 10-K and 10-Q on EDGAR, quoted exactly. Each paragraph links to the filing at sec.gov.
Also
10-K change: what was reworded or cut, section by section.
Work with it
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