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Snowflake Inc.

For the period ended Jan 31, 2025. Filed Mar 21, 2025.

View on SEC.gov

About this filing

A company's yearly report to the SEC, with audited financial statements. It is the fullest account a company gives of its business, its finances and the risks it sees.

FY2025 · Filed Mar 21, 2025

SNOW$275.88+2.4%Stored close · as of Nov 6, 2026

What changed in Risk Factors?

Read the current filing

Previous report: 10-K

Period ended 2024-01-31; filed 2024-03-26.

0001640147-24-000101

ITEM 1A. Risk Factors

Current report: 10-K

Period ended 2025-01-31; filed 2025-03-21.

0001640147-25-000052

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 246 previous paragraphs and 274 current paragraphs.

130 unchanged; 102 reworded; 41 added; 14 removed; 0 previous and 1 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 (41)

Current report

Our revenue growth is also dependent on our ability to increase our penetration into existing markets, and to successfully enter and grow new markets, including highly-regulated markets such as financial services, healthcare, and the public sector. Sales to highly-regulated entities are subject to substantial additional costs and risks that are not present in sales to other customers, which are described below in the risk factor titled “We do business with federal, state, local, and foreign governments and agencies, and heavily regulated organizations; as a result, we face heightened risks related to special contract terms, non-standard product deployments, and compliance with additional processes, rules, and regulations.”

Current report

The markets in which we operate are rapidly evolving and highly competitive. In recent years, we have adopted open data formats like Apache Iceberg tables to allow customers to use our platform to process data stored in external customer-controlled environments outside of Snowflake, and we have introduced a significant number of new features and expanded into new product categories like artificial intelligence. These changes are driving increased competition, both because there is less customer “lock in” when our products are used in external environments, and also because we are competing across more product categories, each of which is subject to distinct customer requirements and preferences. Our success depends on our ability to continue to innovate in response to changing market dynamics.

Current report

Our current competitors include:

Current report

Some of our customers use drivers and/or connectors to connect our platform to third-party applications or databases. Attempts by third-party application or database providers to restrict the use of drivers and connectors may make it more difficult for customers to use our platform, which could lead to reduced sales and consumption.

Current report

There can be no assurance that security measures designed to protect against security incidents will be effective, and our efforts to investigate, mitigate, contain, and remediate any security incidents that do occur may not be successful. Even though we may not control the security measures of third-party providers or environments, we may incur liability or suffer reputational harm if such measures are breached. Actions taken by us, third-party cloud providers, or the other third parties with whom we work to detect, investigate, mitigate, contain, and remediate security incidents could result in outages, data losses, and disruptions of our business. We may be unable to detect, mitigate, or remediate vulnerabilities in our information security systems (such as our hardware and software, including that of third parties upon which we rely) on a timely basis. We may be unwilling or unable to make ransom payments due to, for example, applicable laws or regulations prohibiting such payments, the negative precedent such payments would set, or uncertainty over whether such payments would result in the threat actor deleting stolen data or otherwise delivering on their promised course of action. In general, cybersecurity incidents or security vulnerabilities could lead to significant interruptions in our operations, loss of data and income, reputational harm, diversion of funds, increased insurance costs, and other harm to our business, reputation, and competitive position. In addition, customers’ use of our platform in violation of our terms of service, including by granting access to a single Snowflake account to various third-party entities, could amplify the impact of any cybersecurity or product incidents. Security incidents and their resulting consequences, including negative publicity, may also cause customers to stop using our platform, deter existing or prospective customers from using our platform, and negatively impact our ability to grow and operate our business.

Current report

Our customers have experienced, and may in the future experience, security incidents in connection with their use of our platform that harm our customer relationships and our reputation, even when such incidents are due to vulnerabilities, policy violations, inadequate security controls, or credential exposures that we do not cause. We operate under a shared responsibility cybersecurity model where we are responsible for the security of our platform and underlying cloud infrastructure, while our customers are responsible for selecting, enabling, and configuring security controls for their individual environments in a manner that meets applicable cybersecurity standards and effectively reduces their information security risk. To assist customers in meeting their responsibilities, we offer and support a range of tools and features within our platform for access control, including multi-factor authentication (MFA), network access policies, and unified role-based access controls and policies. Some customers also use third-party external authentication tools, in which case we do not have visibility into whether adequate access controls (such as MFA or network restrictions) are being enforced. Regardless of whether customers use our authentication tools or external tools, if customers allow static access credentials, they are responsible for ensuring that the credentials remain private and are rotated on a regular basis. If our customers do not implement, or incorrectly implement, these features or otherwise fail to fulfill their responsibilities under our shared responsibility cybersecurity model, there is a higher risk that they will be the victim of cybersecurity incidents, which may harm our customer relationships, our reputation, and our business, which has occurred in the past and may happen again in the future.

Current report

Any security breach of our platform, our operational systems, our software (including open-source software), our physical facilities, or the systems of our third-party service providers or sub-processors, or the perception that one has occurred, or unauthorized access to our customers’ or partners’ systems, data, or technology, could result in claims that we have breached customer contracts or other legal obligations, including as described below. In addition, we may be subject to, and have received in the past, requests by regulators (including members of Congress) for information about our security practices, our public statements about our security program, experiences, and issues. Alleged failures, problems, or issues related to our information security or our customers’ use of our platform, including following such information requests, could result in additional investigations; actions from a variety of regulators, including state attorneys general, the Department of Justice, the Federal Trade Commission (FTC), and the SEC; litigation; indemnity obligations; fines; penalties; mitigation and remediation costs; reputational harm; diversion of management’s attention; customer relationship issues; and other liabilities and damage to our business. Further, cybersecurity incidents have in the past and may in the future lead customers or prospective customers to attempt to negotiate contractual terms that are less favorable to us, such as broader indemnification obligations, more stringent cybersecurity requirements, and higher limitations of liability.

Current report

For example, in May 2024, we became aware that a cybersecurity threat actor had accessed a number of our customers’ Snowflake accounts as a result of such customers’ failure to fulfill certain of their obligations under our shared responsibility cybersecurity model (e.g., implementing MFA and network access policies). Even though we did not identify any evidence suggesting this activity was caused by or otherwise related to any vulnerability or misconfiguration of our systems, or a breach of our platform’s security or our environment, we have been the subject of numerous lawsuits, regulatory investigations, and lawmaker inquiries relating to these customer incidents. Since May 2024, we have been made aware of additional cyberattacks on customers’ Snowflake accounts using similar methods to take advantage of customers’ failures to implement appropriate security safeguards (e.g., MFA and network access policies). We are unable to predict the outcome or timeline of these matters or if any additional requests, inquiries, lawsuits, investigations or other government actions may arise. We have suffered and may continue to suffer negative publicity and reputational damage, including due to the misperception that our customers’ incidents resulted from a vulnerability, misconfiguration or breach of our platform’s security or systems and malicious activity within our environment. In addition, we may experience a loss of existing customers or face claims by customers, and it is possible that we are not able to fully recover any losses relating to these matters through any applicable insurance coverage or we may be required to seek indemnification from breached customers to mitigate our damages, which may be unsuccessful or impractical. These matters, together with any additional inquiries, regulatory or governmental investigations, or other disputes that result from these customer security incidents, will require us to divert resources and may harm our reputation, business, financial condition, or results of operations.

Current report

•public health crises, such as the COVID-19 pandemic;

Current report

•significant security breaches affecting our platform or customers’ accounts, external systems, or data;

Current report

•our ability to meet our debt obligations; and

Current report

We sell to the U.S. government, state and local governments, foreign governments, and heavily regulated organizations directly and through our partners. Selling to government and regulated customers involves significant costs and operational efforts that arise from special laws, regulations, certification or clearance requirements, procurement processes, contract terms, and customer requirements. We may fail to win sufficient government or regulated business to justify our investments. For the government and regulated business that we do win, performing under the contracts involves higher ongoing cost to meet the special requirements as well as heightened civil and criminal liability for noncompliance for us, our officers, and directors.

Current report

We have obtained various government certifications and authorizations that are required to support sales opportunities to the government, including FedRAMP High and DOD Impact Level 4. We may be unable to achieve government certifications or clearances, or we may be required to make unexpected changes to our business, operations or products to obtain or sustain such certifications or clearances. As a result, our ability to sell into the government sector could be restricted until we satisfy the requirements of such certifications or clearances. In addition, we plan to continue to pursue additional authorizations, including national security clearances that allow us to support the U.S. national security community. Obtaining and maintaining national security clearances within a global enterprise will require significant operational investments and the successful implementation of new processes and controls. In addition, unlike our standard commercial offering, we anticipate delivering our platform and other offerings into customer environments, which presents risks and challenges arising from having less visibility into and control over the operation and security of our platform and other offerings.

Current report

If we are unable to maintain and enhance our brand and reputation, our business and results of operations may be adversely affected.

Current report

We believe that maintaining and enhancing our brand identity and reputation is critical to our relationships with, and to our ability to attract and retain, customers, partners, investors, and employees. The successful promotion of our brand depends on a number of factors, including our ability to continue to develop and deliver reliable, high-quality, and cost-effective products and services that meet the needs of our customers; our sales and marketing efforts, including effectiveness at developing a positive presence within our industry through participation in industry events and key media coverage; the influence of customer testimonials and use cases on the perception of our brand; effective integration into our platform of products and services we acquire or invest in; and our ability to differentiate our products from those of our competitors.

Current report

The promotion of our brand requires us to make substantial expenditures, which we anticipate will increase as our market becomes more competitive. Our brand promotion activities may not be successful or generate the awareness or increased revenue we expect, and even if they do, any increase in revenue may not offset the significant expenses we incur in the efforts to build our brand. In addition, independent industry or financial analysts often provide reviews of our platform, as well as products and services of our competitors, and perception of our platform in the marketplace may be significantly influenced by these reviews. If these reviews are negative, or less positive as compared to those of our competitors’ products and services, our brand may be adversely affected. Negative media coverage could also adversely affect our brand and reputation. If we do not successfully maintain and enhance our brand, our business may not grow, we may have reduced pricing power relative to competitors and we could lose customers or fail to attract potential customers, or fail to hire and retain employees, all of which would materially and adversely affect our business, results of operations, and financial condition.

Current report

We also enter into strategic partnerships where we agree to incorporate third-party technologies into our platform and services. In some cases, we have revenue-sharing arrangements with our strategic partners who supply the technology. We may be unable to reach agreements with potential strategic partners on terms acceptable to us, if at all, and we may not be successful in partnering with the companies that have the technologies we need. Such strategic partnerships are also subject to a number of risks, including with respect to security controls, indemnification obligations, and ownership of intellectual property and other proprietary information. Any of the foregoing could harm our business, financial position, and results of operations.

Current report

•compliance with requirements to hire local employees to perform certain specific functions, such as Saudi Arabia’s Regional Headquarters Program, which may not align with how we would otherwise operate our business;

Current report

Our ability to make scheduled payments of the principal of, to pay special interest, if any, on or to refinance the Notes depends on our future performance, which is subject to economic, financial, competitive and other factors beyond our control. Our business may not continue to generate sufficient cash flow from operations to service our debt and make necessary capital expenditures. If we are unable to generate such cash flow, we may be required to adopt one or more alternatives, such as selling assets, restructuring debt, or obtaining additional equity capital on terms that may be onerous or highly dilutive. Our ability to refinance the Notes will depend on the capital markets and our financial condition at such time. We may not be able to engage in any of these activities or engage in these activities on desirable terms, which could result in a default on our debt obligations.

Current report

We may not have enough available cash or the ability to raise the funds necessary to pay cash upon conversion of the Notes or to repurchase the Notes upon a fundamental change, and any future debt may contain limitations on our ability to do so.

Current report

Holders of each series of the Notes will have the right, subject to certain conditions and limited exceptions, to require us to repurchase all or any portion of their Notes upon the occurrence of a fundamental change prior to the maturity date of such series of the Notes (as defined and described in the applicable Indenture). Upon any conversion of Notes, we will be required to make cash payments to settle such conversion unless we elect to fully settle it by delivering shares of our common stock (other than any cash paid in lieu of delivering fractional shares). We may not have enough available cash or be able to obtain financing at the time if we are required to repurchase surrendered Notes or settle the conversion of Notes in cash. In addition, our ability to repurchase Notes or to pay cash upon conversions of the Notes may be limited by law, regulatory authority, or agreements governing our future indebtedness. Our failure to repurchase the Notes or to pay any cash upon future conversions of the Notes, when required by the Indentures, would constitute a default under the relevant Indenture. A default under either Indenture or the fundamental change itself could also lead to a default under agreements governing any future indebtedness. If the repayment of such future indebtedness were to be accelerated after any applicable notice or grace periods, we may not have sufficient funds to repay the indebtedness and repurchase the Notes or make cash payments upon conversions thereof.

Current report

If the conditional conversion feature of a series of the Notes is triggered, holders of such Notes will be entitled to elect to convert their Notes at any time during specified periods, as described in the applicable Indenture. If one or more holders elect to convert their Notes, we would be required to settle a portion or all of our conversion obligation through the payment of cash, unless we elect to fully settle such conversion by delivering shares of our common stock (other than any cash paid in lieu of delivering fractional shares), which could adversely affect our liquidity. In addition, even if holders do not elect to convert their Notes, we could be required under applicable accounting rules to reclassify all or a portion of the outstanding principal of the relevant series of Notes as a current rather than long-term liability, which would result in a material reduction of our net working capital.

Current report

Risks Related to Our Legal, Regulatory, and Tax Environment

Current report

•The EU’s Digital Operational Resilience Act (DORA), which became effective as of January 17, 2025, applies to financial entities, such as banks, insurance companies, and investment firms, as well as their information and communication technology third-party service providers. DORA aims to promote resiliency against operational disruptions in the financial sector.

Current report

•India’s Digital Personal Data Protection Act (DPDP Act), which was passed in August 2023, imposes strict rules regarding the collection, use, processing and storage of personal data in India. The DPDP Act will not come into effect until the Indian government provides notice of an effective date, which is expected in 2025.

Current report

Increasing scrutiny and changing expectations from global regulations, our investors, customers, and employees with respect to ESG may impact our reputation and business.

Current report

Companies across many industries are facing increasing scrutiny related to their environmental, social and governance (ESG) practices and reporting, both in the United States and internationally. For example, new domestic and international laws and regulations relating to ESG matters, including environmental sustainability and climate change and human capital management, are under consideration or being adopted, which may include specific, target-driven disclosure requirements or obligations. Our response to increased ESG disclosure requirements may require additional investments and implementation of new practices and reporting processes, all entailing additional compliance risk and cost. To the extent we share information about our ESG practices, we could be criticized for the accuracy, adequacy, or completeness of such disclosures. In addition, we may communicate ESG goals or initiatives from time to time, which can be costly to achieve and difficult to implement. There is no assurance that we will achieve any of these goals, that our initiatives will achieve their intended outcome, and our ability to implement these ESG-related initiatives or achieve ESG-related goals may be dependent on external factors outside our control.

Current report

At the same time, anti-ESG sentiment has gained momentum across the United States, and both the federal and state governments have enacted or proposed “anti-ESG” policies or legislation or have issued related legal opinions. In addition, the U.S. Supreme Court’s ruling striking down race-based affirmative action in higher education has increased scrutiny of private sector employment practices and activist groups and state attorneys general have begun to analogize the outcome of that case to private employment matters, asserting that certain corporate practices, such as diversity, equity, and inclusion (DEI), are discriminatory and unlawful. Such anti-ESG and anti-DEI related policies, legislation, initiatives and scrutiny could expose any ESG, DEI or other practices we adopt to the risk of litigation, antitrust investigations or challenges by federal or state authorities, result in injunctions, penalties, and reputational harm.

Current report

Further, we may experience backlash from customers, government entities, advocacy groups, employees, or other stakeholders who disagree with our actual or perceived positions, or with our lack of position on social, environmental, governance, political, public policy, economic, geopolitical, or other sensitive issues. Any perceived lack of transparency about these matters could harm our brand and reputation, our employees’ engagement and retention, and the willingness of our customers and partners to do business with us. Both advocates and opponents to ESG-related matters are increasingly resorting to a range of activism forms, including media campaigns and litigation, to advance their perspectives. To the extent we are subject to such activism, it may require us to incur costs or otherwise adversely impact our business, results of operations, or financial condition.

Current report

In addition, our tax obligations and effective tax rate in the jurisdictions in which we conduct business could increase, including as a result of the base erosion and profit shifting (BEPS) project that is being led by the Organization for Economic Co-operation and Development (OECD), and other initiatives led by the OECD or the European Commission.

Current report

•the effects of acquisitions, divestitures, and restructurings.

Current report

•our involvement in litigation or governmental or regulatory investigations or inquiries and the development and outcome of such litigation, investigations, or inquiries;

Current report

•purchase and sale of our common stock by our insiders or our other stockholders;

Current report

Conversion of the Notes may dilute the ownership interest of our stockholders or may otherwise depress the price of our common stock.

Current report

The conversion of the Notes may dilute the ownership interests of our stockholders. Upon conversion of the Notes, we have the option to settle the obligation in cash, shares of our common stock, or a combination of both. If we elect to settle our conversion obligation in shares of our common stock or a combination of cash and shares of our common stock, any sales in the public market of our common stock issuable upon such conversion could adversely affect prevailing market price of our common stock. In addition, the existence of the Notes may encourage short selling by market participants because the conversion of the Notes could be used to satisfy short positions, or anticipated conversion of the Notes into shares of our common stock could depress the price of our common stock.

Current report

The capped call transactions may affect the value of the Notes and the market price of our common stock.

Current report

We entered into privately negotiated capped call transactions relating to each series of Notes with some of the initial purchasers (or their affiliates) and certain other financial institutions (collectively, the option counterparties). The capped call transactions are generally expected to reduce the potential dilution to our common stock upon any conversion of the relevant series of Notes or offset any cash payments we are required to make in excess of the principal amount of converted Notes, with such reduction or offset subject to a cap.

Current report

In connection with establishing their initial hedges of the capped call transactions, the option counterparties entered into various derivative transactions with respect to our common stock and/or purchased shares of our common stock concurrently with, or shortly after, the pricing of the Notes. They may modify their hedge positions by entering into or unwinding various derivatives with respect to our common stock and/or purchasing or selling shares of our common stock or other securities of ours in secondary market transactions prior to the maturity of the Notes, and they are likely to do so during any “observation period” related to a conversion of Notes or, to the extent we exercise the relevant election under the capped call transactions, following any repurchase or redemption of the Notes, in each case as described in the Indentures. This activity could also cause or avoid an increase or a decrease in the market price of our common stock or the Notes.

Current report

The option counterparties are financial institutions, and we will be subject to the risk that any or all of them might default under the capped call transactions. Our exposure to the credit risk of the option counterparties will not be secured by any collateral. Past global economic conditions have resulted in the actual or perceived failure or financial difficulties of many financial institutions and could adversely affect the option counterparties’ performance under the capped call transactions. If an option counterparty becomes subject to insolvency proceedings, we will become an unsecured creditor in those proceedings with a claim equal to our exposure at that time under the capped call transactions with such option counterparty. Our exposure will depend on many factors but, generally, an increase in our exposure will be correlated to an increase in the market price and in the volatility of our common stock. In addition, upon a default by an option counterparty, we may suffer more dilution, the effect of which would not be compensated for, than we currently anticipate with respect to our common stock. We can provide no assurance as to the financial stability or viability of the option counterparties.

Current report

•establish an advance notice procedure for stockholder proposals to be brought before an annual or special meeting, including proposed nominations of persons for election to our board of directors;

Showing the first 40 of 41 passages. Open the source sections for the rest.

Removed paragraphs (14)

Previous report

Our go-to-market strategy is focused on acquiring new customers and driving increased use of our platform by existing customers. The markets in which we operate are rapidly evolving and highly competitive. As these markets continue to mature and new technologies and competitors enter such markets, we expect competition to intensify. Our current competitors include:

Previous report

We are a target of threat actors seeking unauthorized access to our or our customers’ or partners’ systems or data or to disrupt our operations or ability to provide our services. Threat actors may also exploit vulnerabilities in, or obtain unauthorized access to, platforms, systems, networks, or physical facilities utilized by our third-party service providers. While we take steps designed to detect, mitigate, and remediate vulnerabilities in our information security systems (such as our hardware and software, including that of third parties upon which we rely), we may be unable in the future to detect and remediate all such vulnerabilities on a timely basis. Any security breach of our platform, our operational systems, our software (including open-source software), our physical facilities, or the systems of our third-party service providers or sub-processors, or the perception that one has occurred, could result in litigation, indemnity obligations, regulatory enforcement actions, investigations, fines, penalties, mitigation and remediation costs, disputes, reputational harm, diversion of management’s attention, and other liabilities and damage to our business. Security breaches and consequences from breaches, including negative publicity, may also prevent or cause customers to stop using our products, deter new customers from using our products, and negatively impact our ability to grow and operate our business.

Previous report

A security incident may also cause us to breach, or lead to claims that we have breached, customer contracts or other legal obligations. As a result, we could be subject to legal action (including the imposition of fines or penalties) and our customers could end their relationships with us. Furthermore, there can be no assurance that any limitations of liability in our contracts would be enforceable or adequate or would otherwise protect us from liabilities, damages, or claims related to our data privacy and security obligations.

Previous report

Litigation and regulatory actions resulting from security breaches or related to our information security practices may adversely affect our business. Unauthorized access to our platform, systems, networks, or physical facilities could result in litigation with our customers, our customers’ end-users, or other relevant stakeholders, or investigations, inquiries, or actions by regulators. We may be subject to, and have received in the past, requests by regulators for information about our security practices, experiences, and issues. Alleged failures, problems, or issues related to our information security, including following such information requests, could result in formal investigations or actions from a variety of regulators, including state attorneys general, the Federal Trade Commission (FTC), the SEC, and others. These proceedings could force us to spend money in defense or settlement, divert management’s time and attention, increase our costs of doing business, or adversely affect our reputation. We could be required to fundamentally change our business activities and practices or modify our platform capabilities in response to such litigation, which could have an adverse effect on our business.

Previous report

•health epidemics or pandemics, such as the COVID-19 pandemic;

Previous report

We provide our platform to the U.S. government, state and local governments, foreign governments, and heavily regulated organizations directly and through our partners. We have made, and may continue to make, significant investments to support future sales opportunities in the government sector, including obtaining government certifications. However, government certification requirements may change, we may be unable to achieve or sustain one or more required government certifications, or we may be required to make unexpected changes to our business or products to obtain or sustain such certifications. As a result, our ability to sell into the government sector could be restricted until we satisfy the requirements of such certifications.

Previous report

Risks Related to Our Tax, Legal, and Regulatory Environment

Previous report

Over the last several years, the Organization for Economic Cooperation and Development has been working on a Base Erosion and Profit Shifting Project that, if implemented, would change various aspects of the existing framework under which our tax obligations are determined in many of the countries in which we do business. As of July 2023, nearly 140 countries have approved a framework that imposes a minimum tax rate of 15%, among other provisions. As this framework is subject to further negotiation and implementation by each member country, the timing and ultimate impact of any such changes on our tax obligations are uncertain. Similarly, the European Commission and several countries have issued proposals that would apply to various aspects of the current tax framework under which we are taxed. These proposals include changes to the existing framework to calculate income tax, as well as proposals to change or impose new types of non-income taxes (such as taxes based on a percentage of revenue or taxes applicable to digital services), which could apply to our business.

Previous report

•the effects of acquisitions.

Previous report

•our involvement in litigation;

Previous report

Future sales of our common stock in the public market could cause the market price of our common stock to decline.

Previous report

Sales of a substantial number of shares of our common stock in the public market, or the perception that these sales might occur, could depress the market price of our common stock and could impair our ability to raise capital through the sale of additional equity securities. Many of our stockholders who held our capital stock prior to completion of our IPO have substantial unrecognized gains on the value of the equity they hold based upon the price at which shares were sold in our IPO, and therefore, they may take steps to sell their shares or otherwise secure the unrecognized gains on those shares. We are unable to predict the timing of or the effect that such sales may have on the prevailing market price of our common stock.

Previous report

The shares of common stock subject to outstanding options and restricted stock unit awards under our equity incentive plans, and the shares reserved for future issuance under our equity incentive plans, will become eligible for sale in the public market upon issuance, subject to compliance with applicable securities laws.

Previous report

Further, certain holders of our common stock have rights, subject to some conditions, to require us to file registration statements covering the sale of their shares or to include their shares in registration statements that we may file for ourselves or other stockholders.
Reworded paragraphs (102)

Previous wording

Our revenue was $2.8 billion, $2.1 billion and $1.2 billion for the fiscal years ended January 31, 2024, 2023 and 2022, respectively. As a result of our historical rapid growth, limited operating history, and unstable macroeconomic conditions, our ability to accurately forecast our future results of operations, including revenue, remaining performance obligations (RPO), and the percentage of RPO we expect to recognize as revenue in future periods, is limited and subject to a number of uncertainties, including our ability to plan for and model future growth and platform consumption. Our historical revenue growth should not be considered indicative of our future performance.

Current wording

Our revenue was $3.6 billion, $2.8 billion, and $2.1 billion for the fiscal years ended January 31, 2025, 2024, and 2023, respectively. As a result of our historical rapid growth, limited operating history, large number of new product features, including those incorporating artificial intelligence and machine learning technology (AI Technology), and unstable macroeconomic conditions, our ability to accurately forecast our future results of operations, including revenue, gross margin, remaining performance obligations (RPO), and the percentage of RPO we expect to recognize as revenue in future periods, is limited and subject to a number of uncertainties, including our ability to plan for and model future growth and platform consumption. Our historical revenue growth should not be considered indicative of our future performance.

Previous wording

Further, our revenue growth could slow or our revenue could decline for a number of reasons, including increased competition, changes to technology, such as changes in software or underlying cloud infrastructure or the increasing prominence of new technology like artificial intelligence, and reduced demand for our platform. For example, customers may continue to optimize consumption, rationalize budgets, and prioritize cash flow management, including by reducing storage through shorter data retention policies and shortening committed contract durations. As a result of the foregoing and our rapid revenue growth in prior periods, our revenue growth rate has slowed in recent periods. Any further declines in our revenue growth rate could adversely affect investors’ perceptions of our business, and negatively impact the trading price of our common stock. We have also encountered, and will continue to encounter, risks and uncertainties frequently experienced by growing companies in rapidly changing industries, such as the risks and uncertainties described below. If our assumptions regarding these risks and uncertainties and our future revenue growth are incorrect or change, or if we do not address these risks successfully, our operating and financial results could differ materially from our expectations, and our business could suffer.

Current wording

Further, our revenue growth could slow or our revenue could decline for a number of reasons, including increased competition; changes to technology, such as changes in software or underlying cloud infrastructure or the increasing prominence of new technology like artificial intelligence; reputational harm; and reduced demand for our platform. For example, customers may continue to optimize consumption, rationalize budgets, and prioritize cash flow management, including by reducing storage through shorter data retention policies and shortening committed contract durations. As a result of the foregoing and our rapid revenue growth in prior periods, our revenue growth rate has slowed in recent periods. Any further declines in our revenue growth rate could adversely affect investors’ perceptions of our business, and negatively impact the trading price of our common stock.

Previous wording

Customers generally consume our platform by using compute, storage, and data transfer resources. Unlike a subscription-based business model, in which revenue is recognized ratably over the term of the subscription, we generally recognize revenue on consumption. Because our customers have flexibility in the timing of their consumption, we do not have the visibility into the timing of revenue recognition that a typical subscription-based software company has. There is a risk that customers will consume our platform at lower levels than we expect, including in response to adverse macroeconomic conditions or holidays. For example, during April 2023 and part of May 2023, consumption of our platform increased at a slower pace than expected. Unexpected fluctuations in customer consumption may cause actual results to differ from our forecasts. As a result, our results of operations in a given period should not be relied upon as indicative of future performance.

Current wording

Customers generally consume our platform by using compute, storage, and/or data transfer resources. Unlike a subscription-based business model, in which revenue is recognized ratably over the term of the subscription, we generally recognize revenue on consumption. Because our customers have flexibility in the timing of their consumption, we do not have the visibility into the timing of revenue recognition that a typical subscription-based software company has. Customer consumption fluctuates from time to time, and there is a risk that customers will consume our platform at lower levels than we expect, including in response to new software releases or hardware improvements that may make our platform more efficient, adverse macroeconomic conditions, or holidays. Unexpected fluctuations in customer consumption may cause actual results to differ from our forecasts. As a result, our results of operations in a given period should not be relied upon as indicative of future performance.

Previous wording

We have experienced net losses in each period since inception. We generated net losses of $838.0 million, $797.5 million and $679.9 million for the fiscal years ended January 31, 2024, 2023 and 2022, respectively. As of January 31, 2024 and 2023, we had an accumulated deficit of $4.1 billion and $2.7 billion, respectively. We expect our costs and expenses to increase in future periods. In particular, we intend to continue to invest significant resources to further develop our platform, expand our research and development teams, retain our employees, and acquire other businesses, including in the areas of data science, artificial intelligence, and machine learning. In addition, our platform currently operates on public cloud infrastructure provided by Amazon Web Services (AWS), Microsoft Azure (Azure), and Google Cloud Platform (GCP), and our costs and gross margins are significantly influenced by the prices we are able to negotiate with these public cloud providers, which in certain cases are also our competitors. If we fail to meet any minimum commitments under these third-party cloud infrastructure agreements, we may be required to pay the difference, and our results of operations could be negatively impacted. We will also incur increased general and administrative expenses associated with our growth, including costs related to internal systems, operating as a public company, and targeting regulated industries or markets. Our efforts to grow our business may be costlier than we expect, or our revenue growth rate may be slower than we expect, and we may not be able to increase our revenue enough to offset the increase in operating expenses resulting from these investments. If we are unable to achieve and sustain profitability, or if we are unable to achieve the revenue growth that we expect from these investments, the value of our business and common stock may significantly decrease.

Current wording

We have experienced net losses in each period since inception. We generated net losses of $1.3 billion, $838.0 million and $797.5 million for the fiscal years ended January 31, 2025, 2024 and 2023, respectively. As of January 31, 2025 and 2024, we had an accumulated deficit of $7.3 billion and $4.1 billion, respectively. We expect our costs and expenses to increase in future periods. In particular, we intend to continue to invest significant resources to further develop our platform, expand our research and development teams, retain our employees, and acquire other businesses, including in the areas of data science, artificial intelligence, and machine learning. In addition, our platform currently operates on public cloud infrastructure provided by Amazon Web Services (AWS), Microsoft Azure (Azure), and Google Cloud Platform (GCP), and our costs and gross margins are significantly influenced by the prices we are able to negotiate with these public cloud providers, which in certain cases are also our competitors. If we fail to meet any minimum commitments under our third-party cloud infrastructure agreements, we may be required to pay the difference, and our results of operations could be negatively impacted. We will also incur increased general and administrative expenses associated with our growth, including costs related to internal systems, operating as a public company, and targeting regulated industries or markets. Our efforts to grow our business have been and may continue to be costlier than we expect, or our revenue growth rate may be slower than we expect, and we may not be able to increase our revenue enough to offset the increase in operating expenses resulting from these investments. If we are unable to achieve and sustain profitability, or if we are unable to achieve the revenue growth that we expect from these investments, the value of our business and common stock may significantly decrease.

Previous wording

•less-established public and private cloud companies with products that compete in some of our markets;

Current wording

•less-established public and private cloud companies with products that compete in some or all of our markets;

Previous wording

We compete based on various factors, including price, performance, breadth of use cases, multi-cloud availability, brand recognition and reputation, customer support, and differentiated capabilities, including ease of implementation and data migration, ease of administration and use, scalability and reliability, data governance, security and compatibility with existing standards, programming languages, and third-party products. Many of our competitors have substantially greater brand recognition, customer relationships, and financial, technical, and other resources than we do, and may be able to respond more effectively than us to new or changing opportunities, technologies, standards, customer requirements, and buying practices. In addition, we may not be able to respond to market opportunities as quickly as smaller companies.

Current wording

We compete based on various factors, including price, performance, product features, breadth of use cases, multi-cloud availability, brand recognition and reputation, customer support, and differentiated capabilities, including ease of implementation and data migration, ease of administration and use, scalability and reliability, data governance, security and compatibility with existing standards, programming languages, third-party products, and the ability to operate in hybrid environments. Many of our competitors have substantially greater brand recognition, customer relationships, and financial, technical, and other resources than we do, and may be able to respond more effectively than us to new or changing opportunities, technologies, standards, customer requirements, and buying practices. In addition, we may not be able to respond to market opportunities as quickly as smaller companies or offer as many discounts or free services as our competitors. Our support of open data formats may also reduce switching costs between us and our competitors.

Previous wording

We currently only offer our platform on the public clouds provided by AWS, Azure, and GCP, which are also some of our primary competitors. Currently, a substantial majority of our business is run on the AWS public cloud. There is risk that one or more of these public cloud providers could use its respective control of its public clouds to embed innovations or privileged interoperating capabilities in competing products, bundle competing products, provide us unfavorable pricing, leverage its public cloud customer relationships to exclude us from opportunities, and treat us and our customers differently with respect to terms and conditions or regulatory requirements than it would treat its similarly situated customers. Further, they have the resources to acquire, invest in, or partner with existing and emerging providers of competing technology and thereby accelerate adoption of those competing technologies. All of the foregoing could make it difficult or impossible for us to provide products and services that compete favorably with those of the public cloud providers.

Current wording

We currently offer our platform on the public clouds provided by AWS, Azure, and GCP, which are also some of our primary competitors. Currently, a substantial majority of our business is run on the AWS public cloud. There is risk that one or more of these public cloud providers could use its respective control of its public clouds to embed innovations or privileged interoperating capabilities in competing products, bundle competing products, provide us unfavorable pricing, leverage its public cloud customer relationships to exclude us from opportunities, and treat us and our customers differently with respect to terms and conditions or regulatory requirements than it would treat its similarly situated customers. Further, they have the resources to acquire, invest in, or partner with existing and emerging providers of competing technologies and thereby accelerate adoption of those competing technologies. All of the foregoing could make it difficult or impossible for us to provide products and services that compete favorably with those of the public cloud providers.

Previous wording

For all of these reasons, competition may negatively impact our ability to acquire new customers and maintain and grow use of our platform, or it may put downward pressure on our prices and gross margins, any of which could materially harm our reputation, business, results of operations, and financial condition.

Current wording

For all of these reasons, competition may negatively impact our ability to acquire new customers and maintain and grow use of our platform, put downward pressure on our prices and gross margins, or lead us to take greater risks, any of which could materially harm our business, reputation, results of operations, revenue retention rate, and financial condition.

Previous wording

We compete in markets that evolve rapidly. We believe that the pace of innovation will continue to accelerate as customers increasingly base their purchases of cloud data platforms on a broad range of factors, including performance and scale, markets addressed, types of data processed, ease of data ingress and egress, user experience and programming languages, use of artificial intelligence, and data governance and regulatory compliance. We introduced data warehousing on our platform in 2014 as our core use case, and our customers subsequently began using our platform for additional workloads, including data lake, data engineering, AI/ML, applications, collaboration, cybersecurity, and Unistore. Our future success depends on our ability to continue to innovate rapidly and effectively and increase customer adoption of our platform and the Data Cloud, including the Snowflake Marketplace and Snowpark.

Current wording

We compete in markets that evolve rapidly. We believe that the pace of innovation will continue to accelerate as customers increasingly base their purchases of cloud data platforms on a broad range of factors, including performance and scale, markets addressed, types of data processed, ease of data ingress and egress, support of open data formats, user experience and programming languages, use of artificial intelligence, and data governance, security, and regulatory compliance. We introduced data warehousing on our platform in 2014 as our core use case, and our customers subsequently began using our platform for additional product categories, including analytics, data engineering, artificial intelligence, and applications and collaboration. Our future success depends on our ability to continue to innovate rapidly and effectively and increase customer adoption of our platform and the AI Data Cloud, including the Snowflake Marketplace and Snowpark.

Previous wording

Further, the value of our platform to customers is increased to the extent they are able to use it to process and access all types of data. We need to continue to invest in technologies, services, and partnerships that increase the types of data available and processed on our platform and the ease with which customers can ingest data into our platform. We must also continue to enhance our data sharing and marketplace capabilities so customers can share their data with internal business units, customers, and other third parties, acquire additional third-party data and data products to combine with their own data in order to gain additional business insights, and develop and monetize applications on our platform. As we develop, acquire, and introduce new services and technologies, including those that may incorporate artificial intelligence and machine learning, we may be subject to new or heightened legal, ethical, and other challenges. In addition, our platform requires third-party public cloud infrastructure to operate. Currently, we use public cloud offerings provided by AWS, Azure, and GCP. We will need to continue to innovate to optimize our offerings for these and other public clouds that our customers require, particularly as we expand internationally. Further, the markets in which we compete are subject to evolving industry standards and regulations, resulting in increasing data governance and compliance requirements for us and our customers and partners. To the extent we expand further into the public sector and highly regulated countries and industries, our platform and operations may need to address additional requirements specific to those markets, including data sovereignty requirements.

Current wording

Further, the value of our platform to customers increases to the extent they are able to use it to process and access all types of data. We need to continue to invest in technologies, services, and partnerships that increase the types of data available and processed on our platform, the ease with which customers can ingest data into our platform, and the types of environments that our platform supports, including hybrid offerings that extend into customer-managed environments. We must also continue to enhance our data sharing and marketplace capabilities so customers can share their data with internal business units, customers, and other third parties, acquire additional third-party data and data products to combine with their own data to gain additional business insights, and develop and monetize applications on our platform. As we develop, acquire, and introduce new services and technologies, including those that may incorporate artificial intelligence and machine learning, we may be subject to new or heightened legal, ethical, and other challenges. In addition, our platform requires third-party public cloud infrastructure to operate. Currently, we use public cloud offerings provided by AWS, Azure, and GCP. We will need to continue to innovate to optimize our offerings for these and other public clouds that our customers require, particularly as we expand internationally. Further, the markets in which we compete are subject to evolving industry standards and regulations, resulting in increasing data governance and compliance requirements for us and our customers and partners. To the extent we expand further into the public sector and highly regulated countries and industries, our platform and operations may need to address additional requirements specific to those markets, including data sovereignty requirements.

Previous wording

If we are unable to enhance our platform or operations to keep pace with these rapidly evolving customer requirements, or if new technologies emerge that are able to deliver competitive products at lower prices, more efficiently, more conveniently, or more securely than our platform, our business, financial condition, and results of operations could be adversely affected.

Current wording

If we are unable to enhance our platform or operations to keep pace with these rapidly evolving customer requirements, or if new technologies emerge that deliver competitive products at lower prices, more efficiently, more conveniently, or more securely than our platform, our business, financial condition, and results of operations could be adversely affected.

Previous wording

If we are not successful in executing our investments in artificial intelligence and machine learning technology, including generative AI Technology, our business, financial condition, and results of operations could be harmed.

Current wording

If we are not successful in executing our investments in AI Technology, including generative AI Technology, our business, financial condition, and results of operations could be harmed.

Previous wording

We are investing significantly in artificial intelligence and machine learning technology, or AI Technology. Our investments include internally developing AI Technology, acquiring companies with complementary AI Technology, and partnering with companies to bring AI Technology to our platform. Our competitors are pursuing similar opportunities. These competitors may, as a result of greater resources, branding, or otherwise, develop, adopt and implement AI Technology faster or more successfully than we do, which could impair our ability to compete effectively and adversely affect our business, financial condition and results of operations. In addition, our successful development of AI Technology depends on our access to GPUs, which are currently in high demand. It is also possible that our investments in AI Technology do not result in the benefits we anticipate, or enable us to maintain our competitive advantage, which may adversely affect our business, financial condition, and results of operations. For example, we may not accurately anticipate market demand or offer AI Technology that amplifies our core data platform.

Current wording

We are investing significantly in AI Technology. Our investments include internally developing AI Technology, acquiring companies with complementary AI Technology, and partnering with companies to bring AI Technology to our platform. Our competitors are pursuing similar opportunities and may, as a result of greater resources, branding, or otherwise, develop, adopt and implement AI Technology faster or more successfully than we do, which could impair our ability to compete effectively and adversely affect our business, financial condition and results of operations. In addition, our successful development of AI Technology depends on our access to GPUs, which are currently in high demand. Finally, customers’ use of our AI Technology is often dependent on their ability to meet evolving regulatory standards, successfully complete internal compliance reviews, and enter into mutually acceptable contractual terms. If they are unable to do so, they may not use our AI Technology as much as we anticipate, or at all. It is also possible that our investments in AI Technology do not result in the benefits we anticipate, or enable us to maintain our competitive advantage, which may adversely affect our business, financial condition, and results of operations. For example, we may not accurately anticipate market demand or offer AI Technology that amplifies our core data platform.

Previous wording

If we or our third-party service providers experience an actual or perceived security breach or unauthorized parties otherwise obtain access to our customers’ data, our data, or our platform, our platform may be perceived as not being secure, our reputation may be harmed, demand for our platform may be reduced, and we may incur significant liabilities.

Current wording

If we, our customers, or third-party service providers experience an actual or perceived security breach or unauthorized parties otherwise obtain access to our customers’ data, our data, or our platform, our platform may be perceived as not being secure, our reputation may be harmed, demand for our platform may be reduced, and we may incur significant liabilities.

Previous wording

Our platform processes, stores, and transmits our own sensitive data as well as customers’ and partners’ proprietary, confidential, and sensitive data, such as personal information, protected health information, and financial data. Our platform is built on the infrastructure of third-party public cloud providers, such as AWS, Azure, and GCP. We also use third-party service providers, sub-processors, and technology to help us deliver services to our customers and their end-users, as well as for our internal business operations. These third-party providers may process, store, or transmit data of our employees, partners, customers, and customers’ end-users or may otherwise be used to help operate our technology. Some of this third-party technology, including open-source software, could be used as an attack vector. Even though we may not control the security measures of these vendors, we may be responsible for any breach of such measures.

Current wording

In the ordinary course of our business, we store, transmit, generate, and process our, our customers’, and our business partners’ confidential and proprietary data. Such data includes sensitive data, such as personal information, protected health information, and financial data. We also use third-party service providers, sub-processors, and technology to help us deliver services to our customers and their end-users, as well as for our internal business operations. For example, our platform is built on the infrastructure of third-party public cloud providers, such as AWS, Azure, and GCP, and we use third-party technology to assist with securing our environment and providing access to our platform. Some of our customers also use third-party service providers to assist with their use of our platform or third-party technology, such as connectors, to access our platform. These third-party service providers may process, store, or transmit data of our employees, partners, customers, and customers’ end-users or may otherwise be used to help operate our platform and corporate systems. We, our customers and business partners, and these third parties face a variety of evolving cybersecurity threats.

Previous wording

Threats to information systems and data come from a variety of sources, including traditional computer “hackers,” internal and external personnel (such as through theft or misuse), sophisticated nation-states, and nation-state-supported actors. We and the third parties on which we rely are subject to a variety of evolving cyber threats, including unauthorized intrusions, denial-of-service attacks, ransomware attacks, business email compromises, computer malware, social engineering attacks (including through deep fakes and phishing), internal and external personnel misconduct or error, supply-chain attacks, software vulnerabilities, software or hardware disruptions or failures, and attacks enhanced or facilitated by AI Technology, all of which are prevalent in our industry and our customers’ and partners’ industries. Furthermore, future business expansions, acquisitions or partnerships could expose us to additional cybersecurity risks and vulnerabilities. The techniques used to sabotage or obtain unauthorized access to our and our third-party providers’ platforms, systems, networks, or physical facilities in which data is stored or processed, or through which data is transmitted change frequently, and are becoming increasingly difficult to detect. In addition, ransomware attacks are becoming more frequent and severe, and we may be unwilling or unable to make ransom payments due to, for example, applicable laws or regulations prohibiting such payments. In general, cybersecurity breaches or security vulnerabilities could lead to significant interruptions in our operations, loss of data and income, reputational harm, diversion of funds, unexpected service interruptions, increased insurance costs, and other harm to our business, reputation, and competitive position. While we have implemented security measures designed to protect against security incidents, there can be no assurance that these measures will be effective.

Current wording

Cybersecurity threats come from a variety of sources, including traditional computer “hackers,” internal and external personnel (such as through theft or misuse), sophisticated nation-states, and nation-state-supported actors. Cybersecurity threat actors can use a wide variety of methods, including unauthorized intrusions, denial-of-service attacks, ransomware attacks, business email compromises, computer malware, infostealer malware, social engineering attacks (including through deep-fakes and phishing), internal and external personnel misconduct or error, supply-chain attacks, software vulnerabilities, software or hardware disruptions or failures, and attacks enhanced or facilitated by AI Technology, all of which are prevalent in our industry and our customers’ and partners’ industries. These methods change frequently and are becoming increasingly difficult to detect. Threat actors who successfully compromise networks or systems may use the unauthorized access as a vector to compromise other networks and systems. Threat actors’ goals often include disrupting a company’s operations or ability to provide services, obtaining unauthorized access to platforms, systems, networks, or physical facilities in which data is stored or processed, or through which data is transmitted, and stealing data. Ransomware attacks are becoming more frequent and severe.

Previous wording

We have contractual and other legal obligations to notify relevant stakeholders of security breaches. For example, SEC rules require disclosure on Form 8-K of the nature, scope and timing of any material cybersecurity incident and the reasonably likely impact of such incident. Determining whether a cybersecurity incident is notifiable or reportable may not be straightforward and any such mandatory disclosures are costly and could lead to negative publicity, loss of customer or partner confidence in the effectiveness of our security measures, diversion of management’s attention, governmental investigations, and the expenditure of significant capital and other resources to respond to or alleviate problems caused by the actual or perceived security breach.

Current wording

We have contractual and other legal obligations to notify customers and other parties of certain security incidents, and may choose to make such notifications even if not legally required to do so. For example, SEC rules require disclosure on Form 8-K of the nature, scope and timing of any material cybersecurity incident and the reasonably likely impact of such incident. Determining whether a cybersecurity incident is notifiable or reportable may not be straightforward, and any such mandatory disclosures are costly and could lead to negative publicity, loss of customer or partner confidence in the effectiveness of our security measures, diversion of management’s attention, governmental investigations, and the expenditure of significant capital and other resources to investigate, respond to, or alleviate problems caused by the actual or perceived security breach.

Previous wording

Our insurance coverage may not be adequate for data security, indemnification obligations, or other liabilities. The successful assertion of one or more large claims against us that exceeds our available insurance coverage or results in changes to our insurance policies (including premium increases or the imposition of large deductible or co-insurance requirements) could have an adverse effect on our business. In addition, we cannot be sure that our existing insurance coverage and coverage for errors and omissions will continue to be available on acceptable terms or that our insurers will not deny coverage as to any future claim. Risks related to our systems and security breaches are likely to increase as we continue to expand our platform and geographic footprint, grow our customer and partner base, and process, store, and transmit increasingly large amounts of data.

Current wording

Our insurance coverage may not be adequate for liability arising from data security breaches involving us or our customers or other third parties, indemnification obligations, or other liabilities. The successful assertion of one or more large claims against us that exceeds our available insurance coverage or results in changes to our insurance policies (including premium increases or the imposition of large deductible or co-insurance requirements) could have an adverse effect on our business. In addition, we cannot be sure that our existing insurance coverage and coverage for errors and omissions will continue to be available on acceptable terms or that our insurers will not deny coverage as to any future claim. Risks related to our systems and security breaches are likely to increase as we continue to expand our platform and geographic footprint, grow our customer and partner base, acquire operating companies, begin to operate in environments outside of our platform and over which we exercise significantly less or no control, and process, store, and transmit increasingly large amounts of data.

Previous wording

In addition, some of our employees work remotely, including while traveling for business, which increases our cybersecurity risk, creates data accessibility concerns, and makes us more susceptible to security breaches or business disruptions. Any of the foregoing could have a material adverse effect on our business, financial condition, results of operations, or prospects.

Current wording

Finally, some of our employees work remotely, including while traveling for business, which increases our cybersecurity risk, creates data accessibility concerns, and makes us more susceptible to security breaches or business disruptions. Any of the foregoing could have a material adverse effect on our business, financial condition, results of operations, or prospects.

Previous wording

From time to time, we may become subject to legal proceedings and claims, such as claims brought by our customers in connection with commercial disputes, employment claims, including claims related to the loss of employee equity grants upon termination, intellectual property claims, or securities class actions or other claims related to volatility in the trading price of our common stock. For example, we are currently subject to a securities class action lawsuit in federal court alleging federal securities law violations in connection with our initial public offering (IPO). See the section titled “Legal Proceedings” for more information. Litigation might result in substantial costs and may divert management’s attention and resources, which might seriously harm our business, financial condition, and results of operations. Insurance might not cover such claims, provide sufficient payments to cover all the costs to resolve one or more such claims, or continue to be available on terms acceptable to us (including premium increases or the imposition of large deductible or co-insurance requirements). A claim brought against us that is uninsured or underinsured could result in unanticipated costs, potentially harming our business, financial position, and results of operations. In addition, we cannot be sure that our existing insurance coverage and coverage for errors and omissions will continue to be available on acceptable terms or that our insurers will not deny coverage as to any future claim.

Current wording

From time to time, we may become subject to legal proceedings and claims, such as claims brought by our customers in connection with commercial disputes, cybersecurity incidents, employment claims, including claims related to the loss of employee equity grants upon termination, intellectual property claims, or securities class actions or other claims related to volatility in the trading price of our common stock. For example, we are named in a securities class action lawsuit in federal court alleging federal securities law violations, as well as numerous class action lawsuits alleging common law and statutory claims in connection with cybersecurity matters. See the section titled “Legal Proceedings” for more information. Litigation could result in substantial costs and divert management’s attention and resources, which might seriously harm our business, financial condition, and results of operations. Our existing insurance might not cover such claims, provide sufficient payments to cover all the costs to resolve one or more such claims, or continue to be available on terms acceptable to us (including premium increases or the imposition of large deductible or co-insurance requirements). A claim brought against us that is uninsured or underinsured could result in unanticipated costs, potentially harming our business, financial position, and results of operations.

Previous wording

We could suffer disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud and internet infrastructure on which it relies.

Current wording

We or our third-party service providers could suffer disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud and internet infrastructure on which it relies.

Previous wording

Our business depends on our platform being available without disruption. We have experienced, and may in the future experience, disruptions, outages, defects, and other performance and quality problems with our platform and with the public cloud and internet infrastructure on which our platform relies. These problems can be caused by a variety of factors, including introductions of new functionality, vulnerabilities, and defects in proprietary and open-source software, human error or misconduct, natural disasters (such as tornadoes, earthquakes, or fires), capacity constraints, design limitations, denial of service attacks, or other security-related incidents.

Current wording

Our business depends on our platform being available without disruption. We and our third-party service providers have experienced, and may in the future experience, disruptions, outages, defects, and other performance and quality problems related to our platform and with the public cloud and internet infrastructure on which our platform relies. These problems can be caused by a variety of factors, including introductions of new functionality, vulnerabilities, coding errors, and defects in proprietary and open-source software, human error or misconduct, natural disasters (such as tornadoes, earthquakes, or fires), capacity constraints, design limitations, denial of service attacks, or other security-related incidents.

Previous wording

Further, if our contractual and other business relationships with our public cloud providers are terminated, suspended, or suffer a material change to which we are unable to adapt, such as the elimination of services or features on which we depend, we could be unable to provide our platform and could experience significant delays and incur additional expense in transitioning customers to a different public cloud provider.

Current wording

Further, if our contractual and other business relationships with our public cloud providers are terminated, suspended, or suffer a material change to which we are unable to adapt, such as the elimination of services or features on which we depend, we could be unable to provide our platform and could experience significant delays and incur additional expenses in transitioning customers to a different public cloud provider.

Previous wording

Any disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud and internet infrastructure on which it relies, or any material change in our contractual and other business relationships with our public cloud providers, could result in reduced use of our platform, increased expenses, including service credit obligations, and harm to our brand and reputation, any of which could have a material adverse effect on our business, financial condition, and results of operations.

Current wording

Any disruptions, outages, defects, and other performance and quality problems with our platform or with the public cloud, internet infrastructure, or other technology on which it relies, or any material change in our contractual and other business relationships with our public cloud providers, could result in reduced use of our platform, increased expenses, including service credit obligations, and harm to our brand and reputation, any of which could have a material adverse effect on our business, financial condition, and results of operations.

Previous wording

•our ability to retain existing customers and drive their increased consumption of our platform;

Current wording

•our ability to retain existing customers and drive their increased sustained consumption of our platform (including new product features and functionality);

Previous wording

•fluctuations in consumption resulting from the introduction of new features, technologies, or capabilities to our software, systems, or to underlying cloud infrastructure, including features or capabilities that may increase or decrease the consumption required to execute existing or future workloads, like better storage compression and cloud infrastructure processor improvements, or that allow customers to use our platform to provide compute services without requiring them to store data;

Current wording

•fluctuations in consumption resulting from the introduction of new features, technologies, or capabilities to our software, systems, or to underlying cloud infrastructure, including features or capabilities that may increase or decrease the consumption required to execute existing or future workloads, like better storage compression, cloud infrastructure processor improvements, or compute optimization, or that allow customers to use our platform for compute services without requiring storage;

Previous wording

•our ability to execute on our business strategy, including our strategies related to the Data Cloud, such as Snowpark and the Snowflake Marketplace;

Current wording

•our ability to execute on our business strategy, including our strategies related to the AI Data Cloud, such as Snowpark, the Snowflake Marketplace, and Snowflake Cortex AI;

Previous wording

•rising inflation and our ability to control costs, including our operating expenses;

Current wording

•inflation and our ability to control costs, including our operating expenses;

Previous wording

•changes in the competitive dynamics of our market, including consolidation among competitors or customers; and

Current wording

•changes in the competitive dynamics of our market, including consolidation among competitors or customers;

Previous wording

•significant security breaches of, technical difficulties with, or interruptions to, the delivery and use of our platform.

Current wording

•technical difficulties with, or interruptions to, the delivery and use of our platform.

Previous wording

Any of these and other factors, or the cumulative effect of some of these factors, may cause our results of operations to vary significantly or be adversely affected. If our results of operations fall below the expectations of investors and securities analysts who follow our stock, the price of our common stock could decline substantially, and we could face costly lawsuits, including securities class actions.

Current wording

Any of these factors may cause our results of operations to vary significantly or be adversely affected. If our results of operations fall below the expectations of investors and securities analysts who follow our stock, the price of our common stock could decline substantially, and we could face costly lawsuits, including securities class actions.

Previous wording

We must increase the productivity of our sales and marketing organization to increase our sales to new and existing customers. It requires significant time and resources to effectively onboard new sales and marketing personnel and to train new and existing personnel so they are able to successfully sell our product. We also plan to continue to dedicate significant resources to sales and marketing programs that are industry-specific and focused on large organizations. Once a new customer begins using our platform, our sales team needs to focus on expanding consumption with that customer. All of these efforts will require us to invest significant financial and other resources, including in industries and sales channels in which we have limited experience to date. Our business and results of operations will be harmed if our sales and marketing efforts generate increases in revenue that are smaller than anticipated. We may not achieve anticipated revenue growth from our sales force if we are unable to hire, develop, integrate, and retain talented and effective sales personnel, if our sales personnel are unable to achieve desired productivity levels, or if our sales and marketing programs are not effective.

Current wording

We must continue to increase the size and productivity of our sales and marketing organization to increase our sales to new and existing customers. It requires significant time and resources to hire and effectively onboard new sales and marketing personnel and to train and manage new and existing personnel so they are able to successfully sell our product. We also plan to continue to dedicate significant resources to sales and marketing programs that are industry-specific and focused on large organizations. Once a new customer begins using our platform, our sales team needs to focus on expanding consumption with that customer. All these efforts require us to invest significant financial and other resources, including in industries and sales channels in which we have limited experience to date. In addition, our sales compensation plans must be structured in a way that properly incentivizes our sales and marketing personnel to drive increased consumption and new capacity arrangements on favorable terms. Our business and results of operations will be harmed if our sales and marketing efforts generate increases in revenue that are smaller than anticipated. We may not achieve anticipated revenue growth from our sales force if we are unable to attract, hire, develop, integrate, and retain talented and effective sales personnel, if our sales personnel are unable to achieve desired productivity levels, or if our sales and marketing programs, including our sales compensation plans, are not effective.

Previous wording

Sales to large customers involve risks that may not be present or that are present to a lesser extent with sales to smaller organizations, such as longer sales cycles, stronger customer leverage in negotiating pricing and other terms, more complex customer requirements, including our ability to partner with third parties that advise such customers or help them integrate their IT solutions, substantial upfront sales costs, less predictability in completing some of our sales, and higher customer support expectations. For example, large customers may require considerable time to evaluate and test our platform or new features prior to making a purchase decision. In addition, large customers may be switching from legacy on-premises solutions when purchasing our products, and may rely on third parties with whom we do not have relationships when making purchasing decisions. A number of factors also influence the length and variability of our sales cycle, including the need to educate potential customers about the uses and benefits of our platform, the renegotiation of existing agreements to cover additional workloads, changing laws, the discretionary nature of purchasing and budget cycles, and the competitive nature of evaluation and purchasing approval processes. As a result, the length of our sales cycle, from identification of the opportunity to deal closure, may vary significantly from customer to customer, with sales to large enterprises typically taking longer to complete. We have also historically seen consumption growth from large enterprises take longer than when compared to smaller enterprises. Moreover, large customers often begin to deploy our products on a limited basis but nevertheless demand implementation services and negotiate pricing discounts, which increase our upfront investment in the sales effort with no guarantee that sales to these customers will justify our substantial upfront investment. If we fail to effectively manage these risks associated with sales cycles and sales to large customers, our business, financial condition, and results of operations may be affected.

Current wording

Sales to large customers involve risks that may not be present or that are present to a lesser extent with sales to smaller organizations, such as longer sales cycles, stronger customer leverage in negotiating pricing and other terms, more complex customer requirements, including in response to evolving industry regulations, the additional need to partner with third parties that advise such customers or help them integrate their IT solutions, substantial upfront sales costs, less predictability in completing some of our sales, and higher customer support expectations. For example, large customers may require considerable time to evaluate and test our platform or new features prior to making a purchase decision. In addition, large customers may be switching from legacy on-premises solutions when purchasing our products, and may rely on third parties with whom we do not have relationships when making purchasing decisions. Furthermore, large customers typically have more extensive compliance and vendor diligence programs with respect to new products and services, which can increase both the time and resources needed to sell to them and also result in the inability to sell to them if we do not meet their compliance standards. A number of factors also influence the length and variability of our sales cycle, including the need to educate potential customers about the uses and benefits of our platform, the renegotiation of existing agreements to cover additional product categories, changing laws, the discretionary nature of purchasing and budget cycles, and the competitive nature of evaluation and purchasing approval processes. As a result, the length of our sales cycle, from identification of the opportunity to deal closure, may vary significantly from customer to customer, with sales to large enterprises typically taking longer to complete. We have also historically seen consumption growth from large enterprises take longer than when compared to smaller enterprises. Moreover, large customers often begin to deploy our products on a limited basis but nevertheless demand implementation services and negotiate pricing discounts, which increase our upfront investment in the sales effort with no guarantee that sales to these customers will justify our substantial upfront investment. If we fail to effectively manage these risks associated with sales cycles and sales to large customers, our business, financial condition, and results of operations could be affected.

Previous wording

We do business with federal, state, local, and foreign governments and agencies, and heavily regulated organizations; as a result, we face risks related to the procurement process, budget, delays, and product decisions driven by statutory and regulatory determinations, termination of contracts, and compliance with government contracting requirements.

Current wording

We do business with federal, state, local, and foreign governments and agencies, and heavily regulated organizations; as a result, we face heightened risks related to special contract terms, non-standard product deployments, and compliance with additional processes, rules, and regulations.

Previous wording

A substantial majority of our sales to government entities have been made indirectly through our distribution and reseller partners. Doing business with government entities, whether directly or indirectly, presents a variety of risks. Many government entities need significant education regarding our business model, as well as the uses and benefits of our platform. The procurement process for governments and their agencies is highly competitive and time-consuming, and government decisions about their procurement needs may, in certain circumstances, be subject to political influence. To pursue these opportunities, we incur significant up-front time and expense, which subjects us to additional compliance risks and costs, without any assurance that we (or a third-party distributor or reseller) will win a contract. Beyond this, demand for our platform may be adversely impacted by public sector budgetary cycles, and funding availability that in any given fiscal cycle may be reduced or delayed, including in connection with an extended federal government shutdown. Further, if we or our partners are successful in receiving a competitive contract award, that award could be challenged by one or more competitive bidders in a legal action known as a “bid protest.” Bid protests may result in an increase in expenses related to obtaining or preserving contract awards or an unfavorable modification or loss of an award. In the event a bid protest is unsuccessful, the resulting delay in the startup and funding of the work under these contracts may cause our actual results to differ materially and adversely from those anticipated. As a result of these lengthy and uncertain sales cycles, it is difficult for us to predict the timing of entering into customer agreements with government entities or with our distribution and reseller partners in the government market.

Current wording

A substantial majority of our sales to government entities have been made indirectly through our distribution and reseller partners. Doing business with government entities, whether directly or indirectly, presents a variety of risks. Many government entities need significant education regarding our business model, as well as the uses and benefits of our platform. The procurement process for governments and their agencies is highly competitive and time-consuming, and government decisions about their procurement needs may, in certain circumstances, be subject to political influence. Beyond this, demand for our platform may be adversely impacted by public sector budgetary cycles, and funding availability that in any given fiscal cycle may be reduced or delayed, including in connection with an extended federal government shutdown. Further, if we or our partners are successful in receiving a competitive contract award, that award could be challenged by one or more competitive bidders in a legal action known as a “bid protest.” Bid protests may result in an increase in expenses related to obtaining or preserving contract awards or an unfavorable modification or loss of an award. In the event a bid protest is unsuccessful, the resulting delay in the startup and funding of the work under these contracts may cause our actual results to differ materially and adversely from those anticipated. As a result of these lengthy and uncertain sales cycles, it is difficult for us to predict the timing of entering into customer agreements with government entities or with our distribution and reseller partners in the government market.

Previous wording

In addition, public sector customers may have contractual, statutory, or regulatory rights to terminate current contracts with us or our third-party distributors or resellers for convenience or default. If a contract is terminated for convenience, we may only be able to collect fees for platform consumption prior to termination and settlement expenses. If a contract is terminated due to a default, we may be liable for excess costs incurred by the customer for procuring alternative products or services or be precluded from doing further business with government entities. Further, entities providing products or services to governments, whether directly or indirectly, are required to comply with a variety of complex laws, regulations, and contractual provisions relating to the formation, administration, and performance of government contracts. Such laws, regulations, and contractual provisions impose compliance obligations that are more burdensome than those typically encountered in commercial contracts, and they often give customers in the government market substantial rights and remedies, many of which are not typically found in commercial contracts. These rights and remedies may relate to intellectual property, price protection, the accuracy of information provided to the government, incident notification, and termination rights. In addition, governments may use procurement requirements as an alternative to lawmaking, and impose stricter requirements than would apply to the commercial sector in areas that are not directly related to the purchase. These rules and requirements may apply to us or third-party resellers or distributors whose practices we may not control. Such parties’ non-compliance could result in repercussions for us with respect to contractual and customer satisfaction issues.

Current wording

In addition, public sector customers may have contractual, statutory, or regulatory rights to terminate current contracts with us or our third-party distributors or resellers for convenience or default. If a contract is terminated for convenience, we may only be able to collect fees for platform consumption prior to termination and settlement expenses. If a contract is terminated due to a default, we may be liable for excess costs incurred by the customer for procuring alternative products or services or be precluded from doing further business with government entities. Further, entities providing products or services to governments, whether directly or indirectly, are required to comply with a variety of complex laws, regulations, and contractual provisions relating to the formation, administration, and performance of government contracts. Such laws, regulations, and contractual provisions impose compliance obligations that are more burdensome than those typically encountered in commercial contracts, and they often give customers in the government market substantial rights and remedies, many of which are not typically found in commercial contracts. These rights and remedies may relate to intellectual property, price protection, the accuracy of information provided to the government, incident notification, termination rights, and prohibition against any government indemnification obligations. In addition, governments may use procurement requirements as an alternative to lawmaking, and impose stricter requirements than would apply to the commercial sector in areas that are not directly related to the purchase. These rules and requirements may apply to us or third-party resellers or distributors whose practices we may not control. Such parties’ non-compliance could result in repercussions for us with respect to contractual and customer satisfaction issues.

Previous wording

In addition, federal, state, and local governments routinely investigate and audit contractors for compliance with applicable laws, regulations, and contractual provisions. If, as a result of an audit or investigation, it is determined that we have failed to comply with applicable requirements, we may be subject to civil and criminal penalties and administrative sanctions, including termination of contracts, forfeiture of profits or payments we have received, costs associated with the triggering of price reduction clauses, fines, and suspensions or debarment from future government business, and we may suffer reputational harm.

Current wording

Further, federal, state, and local governments and regulators routinely investigate and audit contractors for compliance with applicable laws, regulations, and contractual provisions, and changes in government policies may affect the level of oversight of government contractors and areas of focus (such as recent executive orders that affect compliance with nondiscrimination plans). If, as a result of an audit or investigation, it is determined that we have failed to comply with applicable requirements, we may be subject to civil and criminal penalties and administrative sanctions, including termination of contracts, forfeiture of profits or payments we have received, costs associated with the triggering of price reduction clauses, fines, loss of a government certification or clearance, and suspensions or debarment from future government business, and we may suffer reputational harm.

Previous wording

Our customers also include a number of non-U.S. governments, to which similar procurement, budgetary, contract, and audit risks of U.S. government contracting also apply, particularly in certain emerging markets where our customer base is less established. Such sales may also heighten our exposure to liabilities under anti-corruption laws. In addition, compliance with complex regulations, security certifications, and contracting provisions in a variety of jurisdictions can be expensive and consume significant financial and management resources. In certain jurisdictions, our ability to win business may be constrained by political and other factors unrelated to our competitive position in the market. Further, our business and results of operations will be harmed if our efforts to do business with governments and heavily regulated organizations do not generate the anticipated increases in revenue. Each of these difficulties could materially adversely affect our business and results of operations.

Current wording

Our customers include a number of non-U.S. governments, to which similar procurement, budgetary, contract, and audit risks of U.S. government contracting also apply, particularly in certain emerging markets where our customer base is less established. Such sales may also heighten our exposure to liabilities under anti-corruption laws. In addition, compliance with complex regulations, security certifications, and contracting provisions in a variety of jurisdictions can be expensive and consume significant financial and management resources. In certain jurisdictions, our ability to win business may be constrained by political and other factors unrelated to our competitive position in the market. Further, our business and results of operations could be harmed if our efforts to do business with governments and heavily regulated organizations do not generate the anticipated increases in revenue. Each of these difficulties could materially adversely affect our business and results of operations.

Previous wording

Further, we are increasingly investing in doing business with customers and partners in heavily regulated industries, such as the financial services and health care industries. Existing and prospective customers, such as those in these industries, may be required to comply with more stringent regulations in connection with using and implementing our services or particular regulations regarding third-party vendors that may be interpreted differently by different customers. In addition, regulatory agencies may impose requirements toward third-party vendors generally, or our company in particular, that we may not be able to, or may choose not to, meet. We may make special compliance commitments that are more expensive to satisfy than we anticipate, or that we are unable to satisfy. In addition, customers in these heavily regulated areas and their regulators often have a right to conduct audits of our systems, products, and practices. In the event that one or more customers or their regulators determine that some aspect of our business does not meet regulatory requirements, we may be limited in our ability to continue or expand our business.

Current wording

Finally, we are increasingly investing in doing business with customers and partners in heavily regulated commercial industries, such as the financial services and health care industries. Existing and prospective customers, such as those in these industries, may be required to comply with more stringent regulations in connection with using and implementing our platform or services or particular regulations regarding third-party vendors that may be interpreted differently by different customers and partners. In addition, regulatory agencies may impose requirements toward third-party vendors of regulated entities generally, or our company in particular, that we may not be able to, or may choose not to, meet. We may make special compliance commitments that are more expensive to satisfy than we anticipate, or that we are unable to satisfy. In addition, customers in these heavily regulated areas and their regulators often have a right to conduct audits of our systems, products, and practices. In the event that one or more customers or their regulators determine that some aspect of our business does not meet regulatory requirements, we may be limited in our ability to continue or expand our business.

Previous wording

From time to time, there may be changes in our executive management team or other key employees resulting from the hiring or departure of these personnel. Our executive officers and other key employees are employed on an at-will basis, which means that these personnel could terminate their employment with us at any time. For example, in February 2024, Frank Slootman retired as Chief Executive Officer and we appointed Sridhar Ramaswamy to replace him. The loss of one or more of our executive officers could harm morale, cause additional personnel to depart, or introduce operational delays or risks as successor executives learn our business, each of which could harm our operating results.

Current wording

From time to time, there may be changes in our executive management team or other key employees resulting from the hiring or departure of these personnel. Our executive officers and other key employees are employed on an at-will basis, which means that these personnel could terminate their employment with us at any time. For example, in February 2024, Frank Slootman retired as Chief Executive Officer and Sridhar Ramaswamy was appointed to replace him; in July 2024, Grzegorz Czajkowski, our former EVP, Engineering and Support, resigned and left Snowflake to pursue another opportunity, and in September 2024, Vivek Raghunathan was appointed as SVP, Engineering and Support to replace him; in February 2025, Michael P. Scarpelli notified us of his intention to retire as Chief Financial Officer once his successor is appointed, after which he will transition into an advisory role to support continuity and a smooth transition; and in March 2025, Christopher W. Degnan notified us of his intention to retire as Chief Revenue Officer and Michael Gannon was appointed to replace him. The loss of additional executive officers or any significant change in key leadership could harm morale, cause additional personnel to depart, introduce operational delays or risks as departing employees are replaced and successors learn our business, or disrupt operations and implementation of business strategy as result of any changes such successors may make, each of which could harm our operating results.

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Current report — wording carried from elsewhere

We have also encountered, and will continue to encounter, risks and uncertainties frequently experienced by growing companies in rapidly changing industries, such as the risks and uncertainties described below. If our assumptions regarding these risks and uncertainties and our future revenue growth are incorrect or change, or if we do not address these risks successfully, our operating and financial results could differ materially from our expectations, and our business could suffer.