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MongoDB, Inc.

For the period ended Jul 31, 2026. Filed Sep 1, 2026.

View on SEC.gov

About this filing

A company's report for each of its first three quarters. The financial statements are not audited. It shows how the business has moved since the last annual report, and what management says changed.

Jul 31, 2026 · Filed Sep 1, 2026

MDB$312.83+2.7%Stored close · as of Nov 6, 2026

What changed in Risk Factors?

Read the current filing

Previous report: 10-Q

Period ended 2026-04-30; filed 2026-05-29.

0001628280-26-039150

Item 1A. Risk Factors

Current report: 10-Q

Period ended 2026-07-31; filed 2026-09-01.

0001628280-26-059830

Item 1A. Risk Factors

The baseline is this issuer’s latest earlier reporting period of the same form that was filed before the current report. A previous 10-Q is a different quarter, not a year-over-year comparison. Amendments are excluded.

Compared 341 previous paragraphs and 348 current paragraphs.

317 unchanged; 24 reworded; 4 added; 0 removed; 0 previous and 3 current paragraphs rearranged.

Tables are not compared: 0 previous and 0 current tables excluded. Dates, whitespace, punctuation and numbering changes are ignored; changes to financial figures remain significant.

A changed paragraph is not evidence that risk increased or decreased. An unchanged paragraph does not establish that risk stayed the same.

Added paragraphs (4)

Current report

We anticipate that AI-powered tools capable of identifying software vulnerabilities more quickly and cheaply than traditional methods will become increasingly available. While such tools may improve our own ability to detect and remediate vulnerabilities, their broader availability may also increase the rate at which vulnerabilities are identified in software generally, including in our own systems and products and in third-party software that we incorporate, and may lower the level of technical sophistication required for threat actors to identify and exploit such vulnerabilities before we or other affected parties are able to remediate them. If the pace at which vulnerabilities are identified accelerates, we may need to devote substantially greater resources to patching, regression testing and re-validation of our software on short notice, which could reduce the resources available for new feature development and other enhancements to our platform, require us to increase the frequency of our security releases, and could adversely affect our results of operations.

Current report

In addition, “digital sovereignty” has emerged as a policy priority in the European Union and certain other jurisdictions, reflecting a preference for cloud, data and AI infrastructure that is owned, operated or otherwise controlled by entities based within their own jurisdictions. These developments could result in preferential treatment for competitors that are based in, or that establish greater operational independence within, the relevant jurisdictions, and could limit our ability to compete for public sector and other procurements, particularly in the European Union. If we are unable to satisfy evolving digital sovereignty requirements or customer preferences, whether due to the cost or feasibility of establishing local infrastructure, operations or corporate structures, or otherwise, our competitive position, business, results of operations and financial condition could be adversely affected.

Current report

We are also increasingly deploying, and expect to continue to increasingly deploy, generative and agentic AI tools internally to support our own operations, including software development, security testing, and other business functions. The pace at which such tools are being introduced and adopted, both by us and more broadly across the technology industry, may outpace our ability to develop, implement and enforce corresponding security, access control and governance measures. Our employees, contractors and vendors may adopt or use such AI tools, including through unauthorized or unsanctioned means, before we have had the opportunity to assess and mitigate the associated risks, which could result in the exposure of our or our customers' confidential, proprietary or personal information, interactions with unauthorized data sources or external tools, non-compliance with our internal security policies or applicable law, or other operational failures that may be difficult to detect or remediate through our traditional oversight mechanisms. Any of the foregoing could harm our reputation and adversely affect our business, results of operations and financial condition.

Current report

•investor and market perceptions regarding the impact of AI on software and technology companies, including whether we are perceived as an AI beneficiary;
Reworded paragraphs (24)

Previous wording

•We may fail to meet our publicly announced guidance or other expectations about our business and future operating results, which would cause our stock price to decline.

Current wording

•We may fail to meet our publicly announced guidance or other expectations about our business and future operating results, which would cause the trading price of our common stock to decline.

Previous wording

We have generated net income of $4.4 million for the three months ended April 30, 2026 and net losses of $71.2 million, $129.1 million, and $176.6 million for the fiscal years ended January 31, 2026, 2025 and 2024, respectively. We had an accumulated deficit of $1,907.4 million as of April 30, 2026. While we have experienced significant growth in revenue in recent periods, and have achieved profitability during certain periods, we cannot assure you when or whether we will reach sustained profitability. We expect our operating expenses to increase significantly as we increase our sales and marketing efforts, continue to invest in research and development and expand our operations and infrastructure, both domestically and internationally. In particular, we have entered into non-cancelable multi-year capacity commitments with respect to cloud infrastructure services with certain third-party cloud providers, which require us to pay for such capacity irrespective of actual usage. In addition, we have incurred and expect to continue to incur significant additional legal, accounting and other expenses related to being a public company. While our revenue has grown in recent years, if our revenue declines or fails to grow at a rate faster than these increases in our operating expenses, we will not be able to achieve and maintain profitability in future periods. As a result, we expect to continue to generate losses. We cannot assure you that we will achieve profitability in the future or that, if we do become profitable, we will be able to sustain profitability.

Current wording

We have generated net income of $45.4 million for the six months ended July 31, 2026 and net losses of $71.2 million, $129.1 million, and $176.6 million for the fiscal years ended January 31, 2026, 2025 and 2024, respectively. We had an accumulated deficit of $1,866.5 million as of July 31, 2026. While we have experienced significant growth in revenue in recent periods, and have achieved profitability during certain periods, we cannot assure you when or whether we will reach sustained profitability. We expect our operating expenses to increase significantly as we increase our sales and marketing efforts, continue to invest in research and development and expand our operations and infrastructure, both domestically and internationally. In particular, we have entered into non-cancelable multi-year capacity commitments with respect to cloud infrastructure services with certain third-party cloud providers, which require us to pay for such capacity irrespective of actual usage. In addition, we have incurred and expect to continue to incur significant additional legal, accounting and other expenses related to being a public company. While our revenue has grown in recent years, if our revenue declines or fails to grow at a rate faster than these increases in our operating expenses, we will not be able to achieve and maintain profitability in future periods. As a result, we expect to continue to generate losses. We cannot assure you that we will achieve profitability in the future or that, if we do become profitable, we will be able to sustain profitability.

Previous wording

Our ability to attract new customers and increase revenue from existing customers depends in part on our ability to enhance and improve our software and to introduce new features and services. To grow our business and remain competitive, we must continue to enhance our software and develop features that reflect the constantly evolving nature of technology and our customers’ needs. For instance, with the development of next-generation solutions that utilize new and advanced features, including artificial intelligence (“AI”) and machine learning (“ML”), we may be required to commit significant resources to developing new products, enhancements and developments. The success of new products, enhancements and developments depends on several factors: our anticipation of market changes and demands for product features, including timely product introduction and conclusion, sufficient customer demand, cost effectiveness in our product development efforts and the proliferation of new technologies that are able to deliver competitive products and services at lower prices, more efficiently, more conveniently or more securely. In addition, because our software is designed to operate with a variety of systems, applications, data and devices, we will need to continuously modify and enhance our software to keep pace with changes in such systems. We may not be successful in developing these modifications and enhancements. Furthermore, the addition of features and solutions to our software will increase our research and development expenses. Any new features that we develop may not be introduced in a timely or cost-effective manner or may not achieve the market acceptance necessary to generate sufficient revenue to justify the related expenses. It is difficult to predict customer adoption of new features. Such uncertainty limits our ability to forecast our future results of operations and subjects us to a number of challenges, including our ability to plan for and model future growth. If we cannot address such uncertainties and successfully develop new features, enhance our software or otherwise overcome technological challenges and competing technologies, our business and results of operations could be adversely affected.

Current wording

Our ability to attract new customers and increase revenue from existing customers depends in part on our ability to enhance and improve our software and to introduce new features and services. To grow our business and remain competitive, we must continue to enhance our software and develop features that reflect the constantly evolving nature of technology and our customers’ needs. For instance, with the development of next-generation solutions that utilize new and advanced features, including AI and ML, we may be required to commit significant resources to developing new products, enhancements and developments. The success of new products, enhancements and developments depends on several factors: our anticipation of market changes and demands for product features, including timely product introduction and conclusion, sufficient customer demand, cost effectiveness in our product development efforts and the proliferation of new technologies that are able to deliver competitive products and services at lower prices, more efficiently, more conveniently or more securely. In addition, because our software is designed to operate with a variety of systems, applications, data and devices, we will need to continuously modify and enhance our software to keep pace with changes in such systems. We may not be successful in developing these modifications and enhancements. Furthermore, the addition of features and solutions to our software will increase our research and development expenses. Any new features that we develop may not be introduced in a timely or cost-effective manner or may not achieve the market acceptance necessary to generate sufficient revenue to justify the related expenses. It is difficult to predict customer adoption of new features. Such uncertainty limits our ability to forecast our future results of operations and subjects us to a number of challenges, including our ability to plan for and model future growth. If we cannot address such uncertainties and successfully develop new features, enhance our software or otherwise overcome technological challenges and competing technologies, our business and results of operations could be adversely affected.

Previous wording

Our future quarterly results may fluctuate significantly and if we fail to meet the expectations of analysts or investors, our stock price could decline substantially.

Current wording

Our future quarterly results may fluctuate significantly and if we fail to meet the expectations of analysts or investors, the trading price of our common stock could decline substantially.

Previous wording

The occurrence of one or more of the foregoing and other factors may cause our results of operations to vary significantly and be materially and adversely affected. For example, fluctuations in our quarterly operating results and the price of our common stock may be particularly pronounced in the current economic environment due to the ongoing geopolitical instability resulting from the conflict in Iran, the unrest in Mexico, the conflicts between Russia and Ukraine, Israel and Hamas and recent events in Venezuela, continued restrictive monetary policy in certain markets in which we operate, declines in consumer confidence, declines in economic growth, persistent inflation, and uncertainty about economic stability. It is especially difficult to predict the impact of such events on the global economic markets, which have been and will continue to be highly dependent upon the actions of governments, businesses, and other enterprises in response to macroeconomic events, and the effectiveness of those actions. Any of these factors or any combination thereof could materially and adversely affect our business, results of operations and financial condition. We also intend to continue to invest to grow our business and to take advantage of our market opportunity. Accordingly, historical patterns and our results of operations in any one quarter may not be meaningful and should not be relied upon as indicative of future performance. Additionally, if our quarterly results of operations fall below the expectations of investors or securities analysts who follow our stock, the price of our common stock could decline substantially and we could face costly lawsuits, including securities class action suits. See the section titled “Legal Proceedings” included in Part II, Item 1 of this Quarterly Report on Form 10-Q.

Current wording

The occurrence of one or more of the foregoing and other factors may cause our results of operations to vary significantly and be materially and adversely affected. For example, fluctuations in our quarterly operating results and the trading price of our common stock may be particularly pronounced in the current economic environment due to the ongoing geopolitical instability resulting from the conflict in Iran, the unrest in Mexico, the conflicts between Russia and Ukraine, Israel and Hamas and recent events in Venezuela, continued restrictive monetary policy in certain markets in which we operate, declines in consumer confidence, declines in economic growth, persistent inflation, and uncertainty about economic stability. It is especially difficult to predict the impact of such events on the global economic markets, which have been and will continue to be highly dependent upon the actions of governments, businesses, and other enterprises in response to macroeconomic events, and the effectiveness of those actions. Any of these factors or any combination thereof could materially and adversely affect our business, results of operations and financial condition. We also intend to continue to invest to grow our business and to take advantage of our market opportunity. Accordingly, historical patterns and our results of operations in any one quarter may not be meaningful and should not be relied upon as indicative of future performance. Additionally, if our quarterly results of operations fall below the expectations of investors or securities analysts who follow our stock, the trading price of our common stock could decline substantially and we could face costly lawsuits, including securities class action suits. See the section titled “Legal Proceedings” included in Part II, Item 1 of this Quarterly Report on Form 10-Q.

Previous wording

We have experienced rapid growth in our business, operations and employee headcount. For fiscal years 2026, 2025 and 2024, our total revenue was $2,463.8 million, $2,006.4 million, and $1,683.0 million, respectively, representing a 23%, 19%, and 31% growth rate, respectively. In addition, for the three months ended April 30, 2026 and 2025, our total revenue was $687.6 million and $549.0 million, respectively, representing a 25% growth rate. We have also significantly increased the size of our customer base from over 3,200 customers as of January 31, 2017, the year we began operating as a public company, to over 67,700 customers as of April 30, 2026, and we grew from 713 employees as of January 31, 2017 to 5,695 employees as of April 30, 2026. Our success will depend in part on our ability to continue to grow and to manage this growth, domestically and internationally, effectively.

Current wording

We have experienced rapid growth in our business, operations and employee headcount. For fiscal years 2026, 2025 and 2024, our total revenue was $2,463.8 million, $2,006.4 million, $1,683.0 million, respectively, representing a 23%, 19%, 31% growth rate, respectively. In addition, for the six months ended July 31, 2026 and 2025, our total revenue was $1,459.4 million and $1,140.4 million, respectively, representing a 28% growth rate. We have also significantly increased the size of our customer base from over 3,200 customers as of January 31, 2017, the year we began operating as a public company, to over 70,600 customers as of July 31, 2026, and we grew from 713 employees as of January 31, 2017 to 5,783 employees as of July 31, 2026. Our success will depend in part on our ability to continue to grow and to manage this growth, domestically and internationally, effectively.

Previous wording

Following the exit of the U.K. from the European Union (“E.U.”), the GDPR was transposed into U.K. law (the “U.K. GDPR”) as supplemented by the U.K. Data Protection Act 2018, which currently imposes the same obligations as the GDPR in most material respects. Failure to comply with the U.K. GDPR can result in fines up to a maximum of £17.5 million or 4% of the entity’s total worldwide global turnover for the preceding financial year, whichever is higher. However, the U.K. GDPR will not automatically incorporate changes made to the GDPR going forward (which would need to be specifically incorporated by the U.K. government). Moreover, the U.K. government has adopted reforms to its data privacy and cybersecurity legal framework in its Data (Use and Access) Act 2025, which became law on June 19, 2025 (phasing in between June 2025 and June 2026) and which will introduce significant changes from the GDPR, all of which creates a risk of divergent parallel regimes and related uncertainty, along with the potential for increased compliance costs and risks for affected businesses.

Current wording

Following the exit of the U.K. from the European Union (“E.U.”), the GDPR was transposed into U.K. law (the “U.K. GDPR”) as supplemented by the U.K. Data Protection Act 2018, which currently imposes the same obligations as the GDPR in most material respects. Failure to comply with the U.K. GDPR can result in fines up to a maximum of £17.5 million or 4% of the entity’s total worldwide global turnover for the preceding financial year, whichever is higher. However, the U.K. GDPR will not automatically incorporate changes made to the GDPR going forward (which would need to be specifically incorporated by the U.K. government). Moreover, the U.K. government has adopted reforms to its data privacy and cybersecurity legal framework in its Data (Use and Access) Act 2025, which became law on June 19, 2025 (phased in between June 2025 and June 2026) and which will introduce significant changes from the GDPR, all of which creates a risk of divergent parallel regimes and related uncertainty, along with the potential for increased compliance costs and risks for affected businesses.

Previous wording

Our success and ability to compete depend in part upon our intellectual property rights. As of April 30, 2026, we had 103 issued patents and 44 pending patent applications in the United States. Patent applications may not result in issued patents and even if a patent issues, we cannot assure you that such patent will be adequate to protect our business. In addition to patent protection, we primarily rely on copyright and trademark laws, trade secret protection and confidentiality or other contractual arrangements with our employees, customers, partners and others to protect our intellectual property rights. However, the steps we take to protect our intellectual property rights may not be adequate and we may be unable to detect the unauthorized use of, or prevent third parties from infringing, misappropriating or otherwise violating, our intellectual property rights. In order to protect our intellectual property rights, we may be required to spend significant resources to establish, monitor and enforce such rights. Litigation brought to enforce our intellectual property rights could be costly, time-consuming and distracting to management and could be met with defenses, counterclaims and countersuits attacking the validity and enforceability of our intellectual property rights. Additionally, because of the substantial amount of discovery required in connection with intellectual property litigation, there is a risk that some of our confidential information could be compromised by disclosure during this type of litigation. An adverse determination of any litigation proceedings could put our intellectual property at risk of being invalidated, interpreted narrowly or held unenforceable and could put our related intellectual property at risk of not issuing or being canceled. The local laws of some foreign countries do not protect our intellectual property rights to the same extent as the laws of the United States and effective intellectual property protection and mechanisms may not be available in those jurisdictions. We may need to expend additional resources to defend our intellectual property in these countries and our inability to do so could impair our business or adversely affect our international expansion. Our patent applications and patents arising from any patent applications we may file in the future may never be granted and, even if we are successful in obtaining effective protection, it is expensive to maintain these rights, both in terms of application and maintenance costs, and the time and cost required to defend our rights could be substantial. Additionally, the process of obtaining patent protection is expensive and time-consuming, and we may be unable to prosecute all necessary or desirable patent applications at a reasonable cost or in a timely manner. Even if we are able to secure our intellectual property rights, there can be no assurances that such rights will provide us with competitive advantages or distinguish our products and …

Excerpt shortened here; the source contains the full paragraph.

Current wording

Our success and ability to compete depend in part upon our intellectual property rights. As of July 31, 2026, we had 106 issued patents and 46 pending patent applications in the United States. Patent applications may not result in issued patents and even if a patent issues, we cannot assure you that such patent will be adequate to protect our business. In addition to patent protection, we primarily rely on copyright and trademark laws, trade secret protection and confidentiality or other contractual arrangements with our employees, customers, partners and others to protect our intellectual property rights. However, the steps we take to protect our intellectual property rights may not be adequate and we may be unable to detect the unauthorized use of, or prevent third parties from infringing, misappropriating or otherwise violating, our intellectual property rights. In order to protect our intellectual property rights, we may be required to spend significant resources to establish, monitor and enforce such rights. Litigation brought to enforce our intellectual property rights could be costly, time-consuming and distracting to management and could be met with defenses, counterclaims and countersuits attacking the validity and enforceability of our intellectual property rights. Additionally, because of the substantial amount of discovery required in connection with intellectual property litigation, there is a risk that some of our confidential information could be compromised by disclosure during this type of litigation. An adverse determination of any litigation proceedings could put our intellectual property at risk of being invalidated, interpreted narrowly or held unenforceable and could put our related intellectual property at risk of not issuing or being canceled. The local laws of some foreign countries do not protect our intellectual property rights to the same extent as the laws of the United States and effective intellectual property protection and mechanisms may not be available in those jurisdictions. We may need to expend additional resources to defend our intellectual property in these countries and our inability to do so could impair our business or adversely affect our international expansion. Our patent applications and patents arising from any patent applications we may file in the future may never be granted and, even if we are successful in obtaining effective protection, it is expensive to maintain these rights, both in terms of application and maintenance costs, and the time and cost required to defend our rights could be substantial. Additionally, the process of obtaining patent protection is expensive and time-consuming, and we may be unable to prosecute all necessary or desirable patent applications at a reasonable cost or in a timely manner. Even if we are able to secure our intellectual property rights, there can be no assurances that such rights will provide us with competitive advantages or distinguish our products and s…

Excerpt shortened here; the source contains the full paragraph.

Previous wording

We do not maintain key man insurance on any of our executive officers or key employees. From time to time, there may be changes in our senior management team resulting from the termination or departure of our executive officers and key employees. The majority of our senior management and key employees are employed on an at-will basis, which means that they could terminate their employment with us at any time. The loss of any of our senior management or key employees could adversely affect our ability to build on the efforts they have undertaken to execute our business plan and to execute against our market opportunity. We may not be able to find adequate replacements. We cannot ensure that we will be able to retain the services of any members of our senior management or other key employees. Further, if members of our management and other key personnel in critical functions across our organization are unable to perform their duties or have limited availability, we may not be able to execute on our business strategy and/or our operations may be negatively impacted.

Current wording

We do not maintain key man insurance on any of our executive officers or key employees. From time to time, there may be changes in our senior management team resulting from the termination or departure of our executive officers and key employees. The majority of our senior management and key employees are employed on an at-will basis, which means that they could terminate their employment with us at any time. The loss of any of our senior management or key employees could adversely affect our ability to build on the efforts they have undertaken to execute our business plan and to execute against our market opportunity. We may not be able to find adequate replacements.

Previous wording

A significant portion of our revenue is derived internationally and we are susceptible to risks related to our international operations. In the fiscal years ended January 31, 2026, 2025 and 2024, total revenue generated from customers outside the United States was 46%, 46%, and 46%, respectively, of our total revenue. We currently have international offices outside of North America in Europe, the Middle East and Africa (“EMEA”), the Asia-Pacific region and South America, focusing primarily on selling our products and services in those regions. In addition, we expanded our reach in China in February 2021 when we announced a global partnership with Tencent Cloud that allows customers to easily adopt and use MongoDB-as-a-Service across Tencent’s global cloud infrastructure. In the future, we may continue to expand our presence in these regions or expand into other international locations. Our current international operations and future initiatives involve a variety of risks, including risks associated with:

Current wording

A significant portion of our revenue is derived internationally and we are susceptible to risks related to our international operations. Total revenue generated from customers outside the United States was 46% during each of the fiscal years ended January 31, 2026, 2025 and 2024, of our total revenue. We currently have international offices outside of North America in Europe, the Middle East and Africa (“EMEA”), the Asia-Pacific region and South America, focusing primarily on selling our products and services in those regions. In addition, we expanded our reach in China in February 2021 when we announced a global partnership with Tencent Cloud that allows customers to easily adopt and use MongoDB-as-a-Service across Tencent’s global cloud infrastructure. In the future, we may continue to expand our presence in these regions or expand into other international locations. Our current international operations and future initiatives involve a variety of risks, including risks associated with:

Previous wording

We are required, pursuant to SEC rules that implement Section 404 of the Sarbanes-Oxley Act, to furnish a report by management on, among other things, the effectiveness of our internal control over financial reporting on an annual basis. This assessment includes disclosure of any material weaknesses identified by our management in our internal control over financial reporting. In addition, we are required to have our independent registered public accounting firm issue an opinion on the effectiveness of our internal control over financial reporting on an annual basis. During the evaluation and testing process, if we identify one or more material weaknesses in our internal control over financial reporting, we will be unable to assert that our internal control over financial reporting is effective. If we are unable to assert that our internal control over financial reporting is effective, or if our independent registered public accounting firm is unable to express an opinion on the effectiveness of our internal control over financial reporting, we could lose investor confidence in the accuracy and completeness of our financial reports, which could have an adverse effect on our business and results of operations and could cause a decline in the price of our common stock and we may be subject to investigation or sanctions by the SEC.

Current wording

We are required, pursuant to SEC rules that implement Section 404 of the Sarbanes-Oxley Act, to furnish a report by management on, among other things, the effectiveness of our internal control over financial reporting on an annual basis. This assessment includes disclosure of any material weaknesses identified by our management in our internal control over financial reporting. In addition, we are required to have our independent registered public accounting firm issue an opinion on the effectiveness of our internal control over financial reporting on an annual basis. During the evaluation and testing process, if we identify one or more material weaknesses in our internal control over financial reporting, we will be unable to assert that our internal control over financial reporting is effective. If we are unable to assert that our internal control over financial reporting is effective, or if our independent registered public accounting firm is unable to express an opinion on the effectiveness of our internal control over financial reporting, we could lose investor confidence in the accuracy and completeness of our financial reports, which could have an adverse effect on our business and results of operations and could cause a decline in the trading price of our common stock and we may be subject to investigation or sanctions by the SEC.

Previous wording

We continue to monitor the impact of new global and U.S. tax legislation and reform measures, including its potential to impact on our effective tax rate and income tax expense. We may in the future experience an increase in our income tax expense, especially if we are not able to maintain a full valuation allowance on our U.S. deferred tax assets or utilize a material portion of the NOLs reflected on our balance sheet. See “—Our ability to use our net operating losses to offset future taxable income may be subject to certain limitations.” Any increase in our income tax expense could have a negative effect on our financial condition and results of operations. Changes in global and U.S. tax legislation which may lead to other impacts, including on the U.S. federal income tax considerations relating to the purchase, ownership and disposition of our common stock.

Current wording

We continue to monitor the impact of new global and U.S. tax legislation and reform measures, including its potential to impact our effective tax rate and income tax expense. We may in the future experience an increase in our income tax expense, especially if we are not able to maintain a full valuation allowance on our U.S. deferred tax assets or utilize a material portion of the NOLs reflected on our balance sheet. See “—Our ability to use our net operating losses to offset future taxable income may be subject to certain limitations.” Any increase in our income tax expense could have a negative effect on our financial condition and results of operations. Changes in global and U.S. tax legislation which may lead to other impacts, including on the U.S. federal income tax considerations relating to the purchase, ownership and disposition of our common stock.

Previous wording

Social, ethical, security and regulatory issues relating to the use of new and evolving technologies such as AI and ML, including generative AI and AI models, in our offerings, internal operations or partnerships, may result in reputational harm and liability, and may cause us to incur additional research and development costs to resolve such issues. The use of generative and agentic AI, relatively new and emerging technologies in the early stages of commercial use, 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, and certain generative AI uses machine learning and predictive analytics, which can create inaccurate, incomplete, or misleading content, unintended biases, and other discriminatory or unexpected results, errors or inadequacies, any of which may not be easily detectable by us or any of our related service providers. As with many innovations, AI and ML presents risks and challenges that could affect its adoption, and therefore our business. Our offerings based on AI and ML may expose us to additional claims, demands and proceedings by private parties and regulatory authorities and subject us to legal liability as well as brand and reputational harm.

Current wording

Social, ethical, security and regulatory issues relating to the use of new and evolving technologies such as AI and ML, including generative and agentic AI and AI models, in our offerings, internal operations or partnerships, may result in reputational harm and liability, and may cause us to incur additional research and development costs to resolve such issues. The use of generative and agentic AI, relatively new and emerging technologies in the early stages of commercial use, 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, and certain generative AI uses machine learning and predictive analytics, which can create inaccurate, incomplete, or misleading content, unintended biases, and other discriminatory or unexpected results, errors or inadequacies, any of which may not be easily detectable by us or any of our related service providers. The use of agentic AI, which is designed to perform tasks and make decisions with limited human intervention, introduces additional risks, including the potential for AI agents to operate unpredictably, exceed their prescribed authorizations, or fail to align with internal policies or legal obligations. As with many innovations, AI and ML presents risks and challenges that could affect its adoption, and therefore our business. Our offerings based on AI and ML may expose us to additional claims, demands and proceedings by private parties and regulatory authorities and subject us to legal liability as well as brand and reputational harm.

Previous wording

For example, if we or our third-party AI providers do not have sufficient rights to use the data or other material or content on which AI tools rely, or the output generated by our use of such AI tools, we may incur liability through the violation of such laws, third-party intellectual property, privacy or other rights, or contracts to which we are a party. Moreover, use of generative AI in our code development process, while offering various potential benefits, could also pose certain ownership and security risks with respect to our codebase, given the current legal uncertainties relating to ownership of AI- or ML-generated works and the potential for security flaws in output code. If any of our employees, contractors, 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 of our confidential information, including inadvertent disclosure of our confidential information into publicly available third-party 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. Our ability to mitigate risks associated with disclosure of our confidential information, including in connection with AI and ML-powered software, will depend on our implementation, maintenance, monitoring and enforcement of appropriate technical and administrative safeguards, policies and procedures governing the use of AI and ML in our business.

Current wording

For example, if we or our third-party AI providers do not have sufficient rights to use the data or other material or content on which AI tools rely, or the output generated by our use of such AI tools, we may incur liability through the violation of such laws, third-party intellectual property, privacy or other rights, or contracts to which we are a party. Moreover, use of AI in our code development process, while offering various potential benefits, could also pose certain ownership and security risks with respect to our codebase, given the current legal uncertainties relating to ownership of AI- or ML-generated works and the potential for security flaws in output code. If any of our employees, contractors, 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 of our confidential information, including inadvertent disclosure of our confidential information into publicly available third-party 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. Our ability to mitigate risks associated with disclosure of our confidential information, including in connection with AI and ML-powered software, will depend on our implementation, maintenance, monitoring and enforcement of appropriate technical and administrative safeguards, policies and procedures governing the use of AI and ML in our business.

Previous wording

Moreover, any content created by us using generative 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 United States, a number of civil lawsuits have been initiated related to the foregoing and other concerns, the outcome of any one of which may, amongst other things, require us to limit the ways in which we use AI in our business. For example, the output produced by generative AI tools may include information subject to certain rights of publicity or privacy laws or constitute an unauthorized derivative work of the copyrighted material used in training the underlying AI model, any of which could also create a risk of liability for us, or adversely affect our business or operations. Our business, financial condition and results of operations may be adversely affected if content, recommendations, solutions or features or their development or deployment (including the collection, use, or other processing of data used to train or create such AI and ML solutions or features) are found to have or alleged to have infringed upon or misappropriated third-party intellectual property rights or violate applicable laws, regulations, or other actual or asserted legal obligations to which we are or may become subject.

Current wording

Moreover, any content created by us using generative or agentic 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 United States, a number of civil lawsuits have been initiated related to the foregoing and other concerns, the outcome of any one of which may, amongst other things, require us to limit the ways in which we use AI in our business. For example, the output produced by generative AI tools may include information subject to certain rights of publicity or privacy laws or constitute an unauthorized derivative work of the copyrighted material used in training the underlying AI model, any of which could also create a risk of liability for us, or adversely affect our business or operations. Our business, financial condition and results of operations may be adversely affected if content, recommendations, solutions or features or their development or deployment (including the collection, use, or other processing of data used to train or create such AI and ML solutions or features) are found to have or alleged to have infringed upon or misappropriated third-party intellectual property rights or violate applicable laws, regulations, or other actual or asserted legal obligations to which we are or may become subject.

Previous wording

Technology stocks have historically experienced high levels of volatility. The trading price of our common has been and is likely to continue to be volatile. Factors that could cause fluctuations in the trading price of our common stock include the following:

Current wording

Technology stocks have historically experienced high levels of volatility. The trading price of our common stock has been and is likely to continue to be volatile. Factors that could cause fluctuations in the trading price of our common stock include the following:

Previous wording

In addition, if the market for technology stocks or the stock market in general experiences a loss of investor confidence, the trading price of our common stock could decline for reasons unrelated to our business, results of operations or financial condition. The trading price of our common stock might also decline in reaction to events that affect other companies in our industry even if these events do not directly affect us. In the past, following periods of volatility in the trading price of a company’s securities, securities class action litigation has often been brought against that company. If our stock price is volatile, we may become the target of securities litigation. Securities litigation could result in substantial costs and divert our management’s attention and resources from our business. This could have an adverse effect on our business, results of operations and financial condition.

Current wording

In addition, if the market for technology stocks or the stock market in general experiences a loss of investor confidence, the trading price of our common stock could decline for reasons unrelated to our business, results of operations or financial condition. The trading price of our common stock might also decline in reaction to events that affect other companies in our industry even if these events do not directly affect us. In the past, following periods of volatility in the trading price of a company’s securities, securities class action litigation has often been brought against that company. If the trading price of our common stock is volatile, we may become the target of securities litigation. Securities litigation could result in substantial costs and divert our management’s attention and resources from our business. This could have an adverse effect on our business, results of operations and financial condition.

Previous wording

We may fail to meet our publicly announced guidance or other expectations about our business and future operating results, which would cause our stock price to decline.

Current wording

We may fail to meet our publicly announced guidance or other expectations about our business and future operating results, which would cause the trading price of our common stock to decline.

Previous wording

We release earnings guidance in our quarterly and annual earnings conference calls, quarterly and annual earnings releases, or otherwise, regarding our future performance that represents our management’s estimates as of the date of release. This guidance includes forward-looking statements based on projections prepared by our management. Projections are based upon a number of assumptions and estimates that, while presented with numerical specificity, are inherently subject to significant business, economic and competitive uncertainties and contingencies on our business, many of which are beyond our control and are based upon specific assumptions with respect to future business decisions, some of which will change. Some of those key assumptions relate to the macroeconomic environment, including inflation and interest rates, which are inherently difficult to predict. We intend to state possible outcomes as high and low ranges which are intended to provide a sensitivity analysis as variables are changed but are not intended to imply that actual results could not fall outside of the suggested ranges. The principal reason that we release guidance is to provide a basis for our management to discuss our business outlook with analysts and investors. Furthermore, analysts and investors may develop and publish their own projections of our business, which may form a consensus about our future performance. Our actual business results may vary significantly from such guidance or that consensus due to a number of factors, many of which are outside of our control, including due to the global economic uncertainty and financial market volatility, instability in the banking sector, the ongoing geopolitical instability resulting from the conflict in Iran, the unrest in Mexico, the conflicts between Russia and Ukraine and Israel and Hamas and recent events in Venezuela, severely diminished liquidity and credit availability, declines in consumer confidence, declines in economic growth, increases in unemployment rates, increases in inflation rates, higher interest rates and uncertainty about economic stability, any of which or combination thereof could materially and adversely affect our business and future operating results. Furthermore, if we make downward revisions of our previously announced guidance, if we withdraw our previously announced guidance, or if our publicly announced guidance of future operating results fails to meet expectations of securities analysts, investors or other interested parties, the price of our common stock would decline.

Current wording

We release earnings guidance in our quarterly and annual earnings conference calls, quarterly and annual earnings releases, or otherwise, regarding our future performance that represents our management’s estimates as of the date of release. This guidance includes forward-looking statements based on projections prepared by our management. Projections are based upon a number of assumptions and estimates that, while presented with numerical specificity, are inherently subject to significant business, economic and competitive uncertainties and contingencies on our business, many of which are beyond our control and are based upon specific assumptions with respect to future business decisions, some of which will change. Some of those key assumptions relate to the macroeconomic environment, including inflation and interest rates, which are inherently difficult to predict. We intend to state possible outcomes as high and low ranges which are intended to provide a sensitivity analysis as variables are changed but are not intended to imply that actual results could not fall outside of the suggested ranges. The principal reason that we release guidance is to provide a basis for our management to discuss our business outlook with analysts and investors. Furthermore, analysts and investors may develop and publish their own projections of our business, which may form a consensus about our future performance. Our actual business results may vary significantly from such guidance or that consensus due to a number of factors, many of which are outside of our control, including due to the global economic uncertainty and financial market volatility, instability in the banking sector, the ongoing geopolitical instability resulting from the conflict in Iran, the unrest in Mexico, the conflicts between Russia and Ukraine and Israel and Hamas and recent events in Venezuela, severely diminished liquidity and credit availability, declines in consumer confidence, declines in economic growth, increases in unemployment rates, increases in inflation rates, higher interest rates and uncertainty about economic stability, any of which or combination thereof could materially and adversely affect our business and future operating results. Furthermore, if we make downward revisions of our previously announced guidance, if we withdraw our previously announced guidance, or if our publicly announced guidance of future operating results fails to meet expectations of securities analysts, investors or other interested parties, the trading price of our common stock would decline.

Previous wording

We have never declared or paid any dividends on our capital stock. We intend to retain any earnings to finance the operation and expansion of our business and we do not anticipate paying any dividends in the foreseeable future. As a result, investors in our common stock may only receive a return if the market price of our common stock increases.

Current wording

We have never declared or paid any dividends on our common stock. We intend to retain any earnings to finance the operation and expansion of our business and we do not anticipate paying any dividends in the foreseeable future. As a result, investors in our common stock may only receive a return if the market price of our common stock increases.

Previous wording

Sales of substantial amounts of our common stock in the public markets, or the perception that they might occur, could cause the market price of our common stock to decline.

Current wording

Sales of substantial amounts of our common stock in the public markets, or the perception that they might occur, could cause the trading price of our common stock to decline.

Previous wording

Sales of a substantial number of shares of our common stock into the public market, particularly sales by our directors, executive officers, and principal stockholders, or the perception that these sales might occur, could cause the market price of our common stock to decline.

Current wording

Sales of a substantial number of shares of our common stock into the public market, particularly sales by our directors, executive officers, and principal stockholders, or the perception that these sales might occur, could cause the trading price of our common stock to decline.

Previous wording

Our ability to make share repurchases, if any, will depend upon market conditions, cash balances and future capital requirements, results of operations, financial condition, compliance with applicable legal requirements and other factors that we may deem relevant and which may be beyond our control. In addition, we can provide no assurance that we will repurchase stock at favorable prices, if at all. As a result, there can be no guarantee around the timing of our share repurchases. Any failure to repurchase stock after we have announced our intention to do so, a reduction in the frequency of repurchases, or the completion of our Share Repurchase Program could have a negative effect on our reputation, investor confidence in us and our stock price.

Current wording

Our ability to make share repurchases, if any, will depend upon market conditions, cash balances and future capital requirements, results of operations, financial condition, compliance with applicable legal requirements and other factors that we may deem relevant and which may be beyond our control. In addition, we can provide no assurance that we will repurchase common stock at favorable prices, if at all. As a result, there can be no guarantee around the timing of our share repurchases. Any failure to repurchase common stock after we have announced our intention to do so, a reduction in the frequency of repurchases, or the completion of our Share Repurchase Program could have a negative effect on our reputation, investor confidence in us and the trading price of our common stock.

Previous wording

The existence of our Share Repurchase Program could cause our stock price to be higher than it otherwise would be and could potentially reduce the market liquidity for our stock. Although our Share Repurchase Program is intended to enhance long-term stockholder value, there is no assurance that it will do so because the market price of our common stock may decline below the levels at which we repurchase shares, and short-term stock price fluctuations could reduce the effectiveness of the program.

Current wording

The existence of our Share Repurchase Program could cause the trading price of our common stock to be higher than it otherwise would be and could potentially reduce the market liquidity for our common stock. Although our Share Repurchase Program is intended to enhance long-term stockholder value, there is no assurance that it will do so because the trading price of our common stock may decline below the levels at which we repurchase shares, and short-term stock price fluctuations could reduce the effectiveness of the program.
Rearranged current paragraphs (3)

Current report — wording carried from elsewhere

•The broader adoption, use, and commercialization of artificial intelligence (“AI”) and machine learning (“ML”) technologies, and the continued rapid pace of developments in the AI and ML field, are inherently uncertain. The use of AI and ML technologies in our product offerings and internal operations may not produce the desired benefits, and may result in increased reputational harm, or other adverse consequences.

Current report — wording carried from elsewhere

•our ability to utilize and build AI and ML capabilities into our business and incorporate AI and ML into our internal operations;

Current report — wording carried from elsewhere

We cannot ensure that we will be able to retain the services of any members of our senior management or other key employees. Further, if members of our management and other key personnel in critical functions across our organization are unable to perform their duties or have limited availability, we may not be able to execute on our business strategy and/or our operations may be negatively impacted.