Palantir Technologies Inc. - Annual Report: 2021 (Form 10-K)

☒	ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

☐	TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF

Delaware		68-0551851
(State or other jurisdiction of incorporation or organization)		(I.R.S. Employer Identification No.)
1555 Blake Street, Suite 250 Denver, Colorado		80202
(Address of principal executive offices)		(Zip Code)

Title of each class		Trading Symbol(s)		Name of each exchange on which registered
Class A Common Stock, par value $0.001 per share		PLTR		New York Stock Exchange

Large accelerated filer		☒ Accelerated filer		☐
Non-accelerated filer		☐ Smaller reporting company		☐
Emerging growth company		☐

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		PART I
Item 1.		Business		5
Item 1A.		Risk Factors		13
Item 1B.		Unresolved Staff Comments		73
Item 2.		Properties		73
Item 3.		Legal Proceedings		73
Item 4.		Mine Safety Disclosures		73
		PART II
Item 5.		Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities		74
Item 6.		[Reserved]		75
Item 7.		Management’s Discussion and Analysis of Financial Condition and Results of Operations		76
Item 7A.		Quantitative and Qualitative Disclosures About Market Risk		95
Item 8.		Financial Statements and Supplementary Data		97
Item 9		Changes in and Disagreements With Accountants on Accounting and Financial Disclosure		137
Item 9A.		Controls and Procedures		137
Item 9B.		Other Information		138
Item 9C.		Disclosure Regarding Foreign Jurisdictions that Prevent Inspections		138
		PART III
Item 10.		Directors, Executive Officers and Corporate Governance		139
Item 11.		Executive Compensation		139
Item 12.		Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters		139
Item 13.		Certain Relationships and Related Transactions, and Director Independence		139
Item 14.		Principal Accountant Fees and Services		139
		PART IV
Item 15.		Exhibit and Financial Statement Schedules		140
Item 16.		Form 10-K Summary		142

This Annual Report on Form contains forward-looking statements within the meaning of the federal securities laws, which statements involve substantial risks and uncertainties. Forward-looking statements generally relate to future events or our future financial or operating performance. In some cases, you can identify forward-looking statements because they contain words such as “may,” “will,” “should,” “expect,” “plan,” “anticipate,” “could,” “can,” “would,” “intend,” “target,” “goal,” “outlook,” “project,” “contemplate,” “believe,” “estimate,” “predict,” “potential,” “future,” or “continue” or the negative of these words or other similar terms or expressions that concern our expectations, strategy, plans, or intentions. Forward-looking statements contained in this Annual Report on Form include, but are not limited to, statements about:

We caution you that the foregoing list may not contain all of the forward-looking statements made in this Annual Report on Form

You should not rely upon forward-looking statements as predictions of future events. We have based the forward-looking statements contained in this Annual Report on Form primarily on our current expectations and projections about future events and trends that we believe may affect our business, financial condition, results of operations, and prospects. The outcome of the events described in these forward-looking statements is subject to risks, uncertainties, and other factors, including those described in the section titled “” and elsewhere in this Annual Report on Form Moreover, we operate in a very competitive and rapidly changing environment. New risks and uncertainties emerge from time to time and it is not possible for us to predict all risks and uncertainties that could have an impact on any forward-looking statements contained in this Annual Report on Form We cannot assure you that the results, events, and circumstances reflected in the forward-looking statements will be achieved or occur, and actual results, events, or circumstances could differ materially from those described in such forward-looking statements.

Neither we nor any other person assumes responsibility for the accuracy and completeness of any of these forward-looking statements. Moreover, the forward-looking statements made in this Annual Report on Form relate only to events as of the date on which the statements are made. We undertake no obligation to update any forward-looking statements made in this Annual Report on Form to reflect events or circumstances after the date of this Annual Report on Form or to reflect new information or the occurrence of unanticipated events, except as required by law. We may not actually achieve the plans, intentions or expectations disclosed in our forward-looking statements and you should not place undue reliance on our forward-looking statements. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions, restructurings, joint ventures, partnerships, channel sales relationships, or investments we may make.

In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject. These statements are based upon information available to us as of the date of this Annual Report on Form and while we believe such information forms a reasonable basis for such statements, such information may be limited or incomplete, and our statements should not be read to indicate that we have conducted an exhaustive inquiry into, or review of, all potentially available relevant information. These statements are inherently uncertain and investors are cautioned not to unduly rely upon these statements.

Recent crises and systemic shocks, such as the pandemic, have made clear to many of our customers that accommodating the extended timelines ordinarily required to realize results from implementing new software solutions is not a viable option. As a result, customers are increasingly adopting our software, which can be ready in days, over internal software development efforts, which may take months or years. See further discussion in the section titled

Gotham enables users to identify patterns hidden deep within datasets, ranging from signals intelligence sources to reports from confidential informants. It also facilitates the between analysts and operational users, helping operators plan and execute real-world responses to threats that have been identified within the platform. Gotham is now used broadly across government functions.

We have always prioritized meeting our customers wherever they need us most. We originally built Apollo to enable the continuous delivery of our software wherever our customers are: in the cloud, or even more rugged environments. Today, Apollo enables the rapid, secure delivery of our software and updates across our business.

Our approach to sales and marketing is built around the first two phases of our business model, as described in the section titled “”: customer acquisition (in the Acquire phase) and account growth (in the Expand phase).

Our customer acquisition strategy targets large-scale, opportunities at large government and commercial institutions. The high installation costs, high failure risks, complexity of data environments, and the long sales cycles associated with these opportunities raise the barriers to entry for competition. The larger, more complex, and more technologically demanding the problem, the more likely we are to succeed. Additionally, we have begun expanding access to our platforms to early- and growth-stage companies, including startups, as we continue our outreach efforts to an increasingly broad swath of our potential market.

For example, Skywise is our aviation platform that we have developed in partnership with Airbus. Our approach with Airbus involves a collaborative strategy to distribute the Foundry platform across the aviation industry. The adoption of our software has been swift. Since June 2017, Skywise has expanded from zero to more than one hundred airlines on the platform. Each one is now an existing or potential customer.

See the section titled for a discussion of the terms of our government contracts.

We believe that our intellectual property rights are valuable and important to our business. We rely on a combination of patents, copyrights, trademarks, trade secrets, contractual provisions, and confidentiality procedures to protect our intellectual property rights.

We generally experience seasonality in the timing of recognition of revenue as a result of the timing of the execution of our contracts and, to a lesser extent, the existence of certain acceptance criteria, as we have historically executed many of our contracts in the third and fourth quarters due to the fiscal year ends and procurement cycles of our customers and at times we may start work prior to finalizing such contracts. See “”

Our human capital resources objectives include recruiting, retaining, training, and motivating our personnel. We strive to foster a diverse and inclusive culture and environment which encourages active dialogue and robust engagement on the issues most salient to employee satisfaction and believe our employees are empowered to play a significant role in shaping the direction and success of the company. One avenue for employees to contribute their voices is through Affinity Groups: resource groups that celebrate unique perspectives and backgrounds and help guide our Diversity, Equity & Inclusion (DEI) business initiatives. We also conduct regular company-wide surveys to assess the sentiment toward our values and culture, and our employees’ well-being and overall health. These surveys allow Palantir to get actionable feedback and drive awareness, discussion, and change.

Our website is https://www.palantir.com, our investor relations website is https://investors.palantir.com, our LinkedIn account is @Palantir Technologies and our Twitter account is @PalantirTech. We have used, and intend to continue to use, our website, investor relations website, LinkedIn, and Twitter accounts as a means of disclosing material information and for complying with our disclosure obligations under Regulation FD. The following filings are available through our investor relations website after we file them with the Securities and Exchange Commission (“SEC”): Annual Report on Form Quarterly Reports on Form current reports on Form and our Proxy Statement for our annual meeting of stockholders. These filings are also available for download free of charge on our investor relations website. The SEC also maintains an Internet website that contains reports, proxy statements and other information about issuers, like us, that file electronically with the SEC. The address of that website is www.sec.gov.

We webcast our earnings calls and certain events we participate in or host with members of the investment community on our investor relations website. Additionally, we provide notifications of news or announcements regarding our financial performance, including SEC filings, investor events, press and earnings releases, and blogs as part of our investor relations website. Further corporate governance information, including our corporate governance guidelines, code of business conduct and ethics, and committee charters is also available on our investor relations website under the heading “Governance.” The contents of the websites provided above are not intended to be incorporated by reference into this Annual Report on Form or in any other report or document we file with the SEC. Further, our references to the URLs for these websites are intended to be inactive textual references only.

Our results of operations depend on sales to enterprise customers, which make product purchasing decisions based in part or entirely on factors, or perceived factors, not directly related to the features of the platforms, including, among others, that customer’s projections of business growth, uncertainty about economic conditions (including as a result of the ongoing pandemic), capital budgets, anticipated cost savings from the implementation of our platforms, potential preference for such customer’s internally-developed software solutions, perceptions about our business and platforms, more favorable terms offered by potential competitors, and previous technology investments. In addition, certain decision makers and other stakeholders within our potential customers tend to have vested interests in the continued use of internally developed or existing software, which may make it more difficult for us to sell our platforms and services. As a result of these and other factors, our sales efforts typically require an extensive effort throughout a customer’s organization, a significant investment of human resources, expense and time, including by our senior management, and there can be no assurances that we will be successful in making a sale to a potential customer. If our sales efforts to a potential customer do not result in sufficient revenue to justify our investments, our business, financial condition, and results of operations could be adversely affected.

While we generally offer contract terms up to five years in length, our customers sometimes enter into shorter-term contracts, such as subscriptions, which may not provide for automatic renewal and may require the customer to to extend the term. Our customers have no obligation to renew, upgrade, or expand their agreements with us after the terms of their existing agreements have expired. In addition, many of our customer contracts permit the customer to terminate their contracts with us with notice periods of varying lengths, generally three to six months. If one or more of our customers terminate their contracts with us, whether for convenience, for default in the event of a breach by us, or for other reasons specified in our contracts, as applicable; if our customers elect not to renew their contracts with us; if our customers renew their contractual arrangements with us for shorter contract lengths or for a reduced scope; or if our customers otherwise seek to renegotiate terms of their existing agreements on terms less favorable to us, our business and results of operations could be adversely affected. This adverse impact would be even more pronounced for customers that represent a material portion of our revenue or business operations.

In addition, if our customers do not use our platforms correctly or as intended, inadequate performance or outcomes may result. It is possible that our platforms may also be intentionally misused or abused by customers or their employees or third parties who obtain access and use of our platforms. Similarly, our platforms sometimes are used by customers with smaller or less sophisticated IT departments, potentially resulting in performance at a level lower than anticipated by the customer. Because our customers rely on our platforms and services to address important business goals and challenges, the incorrect or improper use or configuration of our platforms and O&M services, failure to properly train customers on how to efficiently and effectively use our platforms, or failure to properly provide implementation or analytical or maintenance services to our customers may result in contract terminations or reduced customer payments, negative publicity, or legal claims against us. For example, as we continue to expand our customer base, any failure by us to properly provide these services may result in lost opportunities for expansion sales of our platforms and services.

Our ability to compete in the highly competitive technology industry depends upon our ability to attract, motivate, and retain qualified personnel. We are highly dependent on the continued contributions and customer relationships of our management and particularly on the services of Alexander Karp, our Chief Executive Officer. Mr. Karp was part of our founding team and has been integral to our growth since our founding. We believe that Mr. Karp’s management experience would be difficult to replace. All of our executive officers and many key personnel are employees and may terminate their employment relationship with us at any time. The loss of the services of our key personnel and any of our other executive officers, and our inability to find suitable replacements, could result in a decline in sales, delays in product development, and harm to our business and operations.

delayed or unsuccessful, which may negatively impact our ability to perform on our U.S. and government contracts in a timely manner or at all.

We face intense competition for qualified personnel, especially engineering personnel, in major U.S. markets, where a large portion of our personnel are based, as well as in other markets where we expect to expand our operations. We incur costs related to attracting, relocating, and retaining qualified personnel in these highly competitive markets, including leasing real estate in prime areas in these locations. Further, many of the companies with which we compete for qualified personnel have greater resources than we have. If the perceived value of our equity awards declines, or if the mix of equity and cash compensation that we offer is less attractive than that of our competitors, it may adversely affect our ability to recruit and retain highly skilled personnel. Additionally, laws and regulations, such as restrictive immigration laws, may limit our ability to recruit outside of the United States. We seek to retain and motivate existing personnel through our compensation practices, company culture, and career development opportunities. If we fail to attract new personnel or to retain our current personnel, our business and operations could be harmed.

We have a growing direct sales force and our sales efforts have historically depended on the significant direct involvement of our senior management team, including Mr. Karp. The successful execution of our strategy to increase our sales to existing customers, identify and engage new customers, and enter new U.S. and markets will depend, among other things, on our ability to successfully build and expand our sales organization and operations. Identifying, recruiting, training, and managing sales personnel requires significant time, expense, and attention, including from our senior management and other key personnel, which could adversely impact our business, financial condition, and results of operations in the short and long term.

Our contracts with our customers are typically but we have historically entered into arrangements with our customers and our partners that include exclusivity provisions, and we expect to continue to do so in the future. These exclusivity provisions limit our ability to license our platforms and provide services to specific customers, or to compete in certain geographic markets and industries, which may limit our growth and negatively impact our results. In addition, we have entered into joint ventures and strategic alliances with our customers, as described below, which also limit our ability to compete in certain geographic markets or industry verticals.

Historically, we have in limited circumstances entered into unique contractual and pricing arrangements with our customers, including some that may be outside of our typical scope of business, including arrangements relating to items.

The markets for our platforms are very competitive, and we expect such competition to continue or increase in the future. A significant number of companies are developing products that currently, or in the future may, compete with some or all aspects of our proprietary platforms. We may not be successful in convincing the management teams of our potential customers to deploy our platforms in lieu of existing software solutions or software development projects often favored by internal IT departments or other competitive products and services. In addition, our competitors include large enterprise software companies, government contractors, and system integrators, and we may face competition from emerging companies as well as established companies who have not previously entered this market. Additionally, we may be required to make substantial additional investments in our research, development, services, marketing, and sales functions in order to respond to competition, and there can be no assurance that we will be able to compete successfully in the future.

In addition, new, innovative companies and larger companies that are making significant investments in research and development may introduce products that have greater performance or functionality, are easier to implement or use, incorporate technological advances that we have not yet developed, or implemented or may invent similar or superior platforms and technologies that compete with our platforms. Our current and potential competitors may also establish cooperative relationships among themselves or with third parties that may further enhance their resources.

Some of our competitors have made or could make acquisitions of businesses that allow them to offer more competitive and comprehensive solutions. As a result of such acquisitions, our current or potential competitors may be able to accelerate the adoption of new technologies that better address customer needs, devote greater resources to bring these products and services to market, initiate or withstand substantial price competition, or develop and expand their product and service offerings more quickly than we do. These competitive pressures in our market, or our failure to compete effectively, may result in fewer orders, reduced revenue and margins, and loss of market share. In addition, it is possible that industry consolidation may impact customers’ perceptions of the viability of smaller or even software firms and consequently customers’ willingness to purchase from such firms.

An important part of our growth strategy is to increase sales of our platforms to large enterprises and government entities. Sales to large enterprises and government entities involve risks that may not be present (or that are present to a lesser extent) with sales to entities. These risks include:

In light of the uncertain and rapidly evolving situation relating to the spread of we took precautionary measures intended to minimize the risk of the virus to our employees, our customers, and the communities in which we operate, including temporarily closing our offices worldwide and virtualizing,

postponing, or canceling customer, employee, or industry events, which may negatively impact our business. We have however, begun to reopen our offices and will continue to monitor the pandemic to determine if additional actions are required. While the pandemic has provided certain new opportunities for our business to expand, it has also created many negative headwinds that present risks to our business and results of operations. For example, the pandemic has generally disrupted the operations of our customers and prospective customers, and may continue to disrupt their operations, including as a result of travel restrictions and/or business shutdowns, uncertainty in the financial markets or other harm to their business and financial results, which could result in a reduction to information technology budgets, delayed purchasing decisions, longer sales cycles, extended payment terms, the timing of payments, and postponed or canceled projects, all of which would negatively impact our business and operating results, including sales and cash flows. We do not yet know the net impact of the pandemic on our business and cannot guarantee that it will not be materially negative. Although we continue to monitor the situation and may adjust our current policies as more information and public health guidance become available, the ongoing effects of the pandemic and/or the precautionary measures that we have adopted may create operational and other challenges, any of which could harm our business and results of operations.

Historically, a significant portion of our field sales, operations and maintenance, and professional services have been conducted in person. Currently, as a result of certain work and travel restrictions related to the pandemic, and the precautionary measures that we have adopted, many of our field sales and professional services activities are still being conducted remotely, which has resulted in a decrease in our travel and office expenditures. However, we expect our travel and office expenditures to increase in the future as we resume such travel and continue to reopen our offices, which could negatively impact our financial condition and results of operations. As of the date of this Annual Report on Form we do not yet know the extent of the negative impact of such restrictions and precautionary measures on our ability to attract new customers or retain and expand our relationships with existing customers.

In addition, may disrupt the operations of our customers and partners for an indefinite period of time, including as a result of travel restrictions and/or business shutdowns, all of which could negatively impact our business, financial condition, and results of operations. Moreover, the potential impact on our workforce and business of implementing government orders or rules requiring vaccinations, including but not limited to the U.S. executive order requiring vaccination for federal contractor employees, is currently unknown.

Although the majority of our workforce worked remotely during the pandemic, there was minimal disruption in our ability to ensure the effective operation of our software platforms. As local situations permit, we continue to open our offices in at least a limited capacity and are allowing business travel to resume, while continuing to closely monitor the pandemic. It is possible that remote work arrangements may have a negative impact on our operations; the execution of our business plans; our ability to recruit, train, manage, and retain employees; our ability to maintain and strengthen our company culture; the productivity and availability of key personnel and other employees necessary to conduct our business; and on third-party service providers who perform critical services for us, or otherwise cause operational failures due to changes in our normal business practices necessitated by the pandemic and related governmental actions. If a natural disaster, power outage, connectivity issue, or other event occurred that impacted our employees’ ability to work remotely, it may be difficult or, in certain cases, impossible, for us to continue our business for a substantial period of time. The increase in remote working may also result in increased consumer privacy, data security, and fraud risks, and our understanding of applicable legal and regulatory requirements, as well as the latest guidance from regulatory authorities in connection with the pandemic, may be subject to legal or regulatory challenge, particularly as regulatory guidance evolves in response to future developments.

More generally, the pandemic has and is expected to continue to adversely affect economies and financial markets globally, leading to a continued economic downturn, which may decrease technology spending generally and could adversely affect demand for our platforms and services. It is not possible at this time to

estimate the full impact that will have on our business, as the impact will depend on future developments, which are highly uncertain and cannot be predicted.

Moreover, to the extent the pandemic adversely affects our business, financial condition, and results of operations, it may also have the effect of heightening many of the other risks described in this section, including but not limited to, those related to our ability to increase sales to existing and new customers, continue to perform on existing contracts, develop and deploy new technologies, expand our marketing capabilities and sales organization, generate sufficient cash flow to service our indebtedness, and comply with the covenants in the agreements that govern our indebtedness.

The market for our platforms is rapidly evolving. Our future success will depend in large part on the growth and expansion of this market, which is difficult to predict and relies on a number of factors, including customer adoption, customer demand, changing customer needs, the entry of competitive products, the success of existing competitive products, potential customers’ willingness to adopt an alternative approach to data collection, storage, and processing and their willingness to invest in new software after significant prior investments in legacy data collection, storage, and processing software. The estimates and assumptions that are used to calculate our market opportunity are subject to change over time, and there is no guarantee that any particular number or percentage of the organizations covered by our market opportunity estimates will pay for our platforms and services at all or generate any particular level of revenue for us. Even if the market in which we compete meets the size estimates and growth forecasts, our business could fail to grow at the levels we expect or at all for a variety of reasons outside our control, including competition in our industry. Further, if we or other data management and analytics providers experience security breaches or incidents; loss, corruption, or unavailability of or unauthorized access to customer data; disruptions in delivery; or other problems, this market as a whole, including our platforms, may be negatively affected. If software for the challenges that we address does not achieve widespread adoption, or there is a reduction in demand caused by a lack of customer acceptance, technological challenges, weakening economic conditions (including due to the pandemic), security or privacy concerns, competing technologies and products, decreases in corporate spending, or otherwise, or, alternatively, if the market develops but we are unable to continue to penetrate it due to the cost, performance, and perceived value associated with our platforms, or other factors, it could result in decreased revenue and our business, financial condition, and results of operations could be adversely affected.

changes in our insurance policies, including premium increases or the imposition of large deductible or requirements, could harm our financial condition.

AI is enabled by or integrated into some of our technology platforms and is a significant and potentially growing element of our business. As with many developing technologies, AI presents risks and challenges that could affect its further development, adoption, and use, and therefore our business. AI algorithms may be flawed. Datasets may be insufficient, of poor quality, or contain biased information. Inappropriate or controversial data practices by, or practices reflecting inherent biases of, data scientists, engineers, and of our systems could impair the acceptance of AI solutions. If the recommendations, forecasts, or analyses that AI applications assist in producing are deficient or inaccurate, we could be subjected to competitive harm, potential legal liability, and brand or reputational harm. Some AI scenarios present ethical issues. Though our technologies and business practices are designed to mitigate many of these risks, if we enable or offer AI solutions that are controversial because of their purported or real impact on human rights, privacy, employment, or other social issues, we may experience brand or reputational harm.

We rely on the technology, infrastructure, and software applications, including offerings, of certain third parties, such as AWS and Microsoft Azure, in order to host or operate some or all of certain key technology platform features or functions of our business, including our cloud-based services (including Palantir Cloud), customer relationship management activities, billing and order management, and financial accounting services. Additionally, we rely on computer hardware purchased in order to deliver our platforms and services. We do not have control over the operations of the facilities of the third parties that we use. If any of these third-party services experience errors, disruptions, security issues, or other performance deficiencies, if they are updated such that our platforms become incompatible, if these services, software, or hardware fail or become unavailable due to extended outages, interruptions, defects, or otherwise, or if they are no longer available on commercially reasonable terms or prices (or at all), these issues could result in errors or defects in our platforms, cause our platforms to fail, our revenue and margins could decline, or our reputation and brand to be damaged, we could be exposed to legal or contractual liability, our expenses could increase, our ability to manage our operations could be interrupted, and our processes for managing our sales and servicing our customers could be impaired until equivalent services or technology, if available, are identified, procured, and implemented, all of which may take significant time and resources, increase our costs, and could adversely affect our business. Many of these third-party providers attempt to impose limitations on their liability for such errors, disruptions, defects, performance deficiencies, or failures, and if enforceable, we may have additional liability to our customers which may not be compensated by our third-party providers which are responsible for the liability.

failures, cybersecurity threats, terrorist attacks, natural disasters, public health crises such as the pandemic, geopolitical and similar events, or acts of misconduct. Moreover, we have business operations in the San Francisco Bay Area, which is a seismically active region. Despite any precautions we may take, the occurrence of a catastrophic disaster or other unanticipated problems at our or our third-party vendors’ hosting facilities, or within our systems or the systems of third parties upon which we rely, could result in interruptions, performance problems, or failure of our infrastructure, technology, or platforms, which may adversely impact our business. In addition, our ability to conduct normal business operations could be severely affected. In the event of significant physical damage to one of these facilities, it may take a significant period of time to achieve full resumption of our services, and our disaster recovery planning may not account for all eventualities. In addition, any negative publicity arising from these disruptions could harm our reputation and brand and adversely affect our business.

In addition, we may be the subject of intellectual property infringement or misappropriation claims, which could be very time-consuming and expensive to settle or litigate and could divert our management’s attention and other resources. These claims could also subject us to significant liability for damages if we are found to have infringed patents, copyrights, trademarks, or other intellectual property rights, or breached trademark agreements or other intellectual property licenses and could require us to cease using or to rebrand all or portions of our platforms. Any of our patents, copyrights, trademarks, or other intellectual property rights may be challenged by others or invalidated through administrative process or litigation.

In addition, any of our patents, copyrights, trademarks, or other intellectual property or proprietary rights may be challenged, narrowed, invalidated, held unenforceable, or circumvented in litigation or other proceedings, including, where applicable, opposition, review, post-grant review, interference, nullification and derivation proceedings, and equivalent proceedings in foreign jurisdictions, and such intellectual property or other proprietary rights may be lost or no longer provide us meaningful competitive advantages. Such proceedings may result in substantial cost and require significant time from our management, even if the eventual outcome is favorable to us. Third parties also may legitimately and independently develop products, services, and technology similar to or duplicative of our platforms. In addition to protection under intellectual property laws, we rely on confidentiality or license agreements that we generally enter into with our corporate partners, employees, consultants, advisors, vendors, and customers, and generally limit access to and distribution of our proprietary information. However, we cannot be certain that we have entered into such agreements with all parties who may have or have had access to our confidential information or that the agreements we have entered into will not be breached or challenged, or that such breaches will be detected. Furthermore, provisions can be difficult to enforce, and even if successfully enforced, may not be entirely effective. We cannot

Our success and ability to compete also depends in part on our ability to operate without infringing, misappropriating or otherwise violating the intellectual property or other proprietary rights of third parties. Companies in the software and technology industries, including some of our current and potential competitors, own large numbers of patents, copyrights, trademarks and trade secrets and frequently pursue litigation based on allegations of infringement, misappropriation or other violations of intellectual property rights. In addition, many of these companies have the capability to dedicate substantial resources to enforce their intellectual property rights and to defend claims that may be brought against them. Such litigation also may involve patent assertion entities or companies who use their patents as a means to extract license fees by threatening costly litigation or that have minimal operations or relevant product revenue and against whom our patents may provide little or no deterrence or protection. We have received notices, and may continue to receive notices in the future, that claim we have infringed, misappropriated, misused or otherwise violated other parties’ intellectual property rights, and, to the extent we become exposed to greater visibility, we face a higher risk of being the subject of intellectual property infringement, misappropriation or other violation claims, which is not uncommon with respect to software technologies in particular. There may be third-party intellectual property rights, including issued patents or pending patent applications, that cover significant aspects of our technologies, or business methods. There may also be third-party intellectual property rights, including trademark registrations and pending applications, that cover the goods and services that we offer in certain regions. We may also be exposed to increased risk of being the subject of intellectual property infringement, misappropriation, or other violation claims as a result of acquisitions and our incorporation of open source and other third-party software into, or new branding for, our technology platforms, as, among other things, we have a lower level of visibility into the development process with respect to such technology or the care taken to safeguard against infringement, misappropriation, or other violation risks. In addition, former employers of our current, former, or future employees may assert claims that such employees have improperly disclosed to us confidential or proprietary information of these former employers. Any intellectual property claims, with or without merit, are difficult to predict, could be very time-consuming and expensive to settle or litigate, could divert our management’s attention and other resources, and may not be covered by the insurance that we carry. These claims could subject us to significant liability for damages, potentially including treble damages if we are found to have willfully infringed a third party’s intellectual property rights. These claims could also result in our having to stop using technology, branding or marks found to be in violation of a third party’s rights and any necessary rebranding could result in the loss of goodwill. We could be required to seek a license for the intellectual property, which may not be available on commercially reasonable terms or at all. Even if a license were available, we could be required to pay significant royalties, which would increase our expenses. As a result, we could be required to develop alternative technology, branding or marks, which could require significant effort and expense. If we cannot license rights or develop technology for any infringing aspect of our business, we would be

modifications or derivative works under the terms of a particular open source license or other license granting third-parties certain rights of further use. If we combine our proprietary software with open source software in a certain manner, we could, under certain provisions of the open source licenses, be required to release the source code of our proprietary software. In addition to risks related to license requirements, usage of open source software can lead to greater risks than use of third-party commercial software, as open source licensors generally do not provide updates, warranties, support, indemnities, assurances of title, or controls on origin of the software, and are provided on an basis. Likewise, some open source projects have known security and other vulnerabilities and architectural instabilities, or are otherwise subject to security attacks due to their wide availability, and are provided on an basis. We have established processes to help alleviate these risks, including a review process for screening requests from our development organization for the use of open source software, and the use of software tools to review our source code for open source software, but we cannot be sure that all open source software is submitted for approval prior to use in our platforms or that such software tools will be effective. In addition, open source license terms may be ambiguous and many of the risks associated with usage of open source software cannot be eliminated, and could, if not properly addressed, negatively affect our business. If we were found to have inappropriately used open source software, we may be required to our platforms, to release proprietary source code, to discontinue the sale of our platforms in the event could not be accomplished on a timely basis, or to take other remedial action that may divert resources away from our development efforts, any of which could adversely affect our business, results of operations, financial condition, and growth prospects. In addition, if the open source software we use is no longer maintained by the relevant open source community, then it may be more difficult to make the necessary revisions to our software, including modifications to address security vulnerabilities, which could impact our ability to mitigate cybersecurity risks or fulfill our contractual obligations to our customers. We may also face claims from copyright owners seeking to enforce the terms of an open source license governing the software, including by demanding release of the open source software, derivative works or our proprietary source code that was developed using such software. Such claims, with or without merit, could result in litigation, could be time-consuming and expensive to settle or litigation, including copyright infringement claims, could divert our management’s attention and other resources, could require us to lease some of our proprietary code, or could require us to devote additional research and development resources to change our software, any of which could adversely affect our business.

security, data storage, retention, transfer and deletion, technology protection, and personal information. Foreign data protection, data security, privacy, and other laws and regulations can impose different obligations or be more restrictive than those in the United States. These U.S. federal and state and foreign laws and regulations, which, depending on the regime, may be enforced by private parties or government entities, are constantly evolving and can be subject to significant change, and they are likely to remain uncertain for the foreseeable future. In addition, the application, interpretation, and enforcement of these laws and regulations are often uncertain, particularly in the new and rapidly evolving software and technology industry in which we operate, and may be interpreted and applied inconsistently from country to country and inconsistently with our current policies and practices. A number of proposals are pending before U.S. federal, state, and foreign legislative and regulatory bodies that could significantly affect our business. For example, legal challenges in Europe to the mechanisms allowing companies to transfer personal data from the European Economic Area to certain other jurisdictions, including the United States, could result in further limitations on the ability to transfer data across borders, particularly if governments are unable or unwilling to reach new or maintain existing agreements that permit cross-border data transfers. The California state legislature passed the California Consumer Privacy Act (“CCPA”) in 2018 and California voters approved a ballot measure subsequently establishing the California Privacy Rights Act (“CPRA”) in 2020, which will jointly regulate the processing of personal information of California residents and increase the privacy and security obligations of entities handling certain personal information of California residents, including requiring covered companies to provide new disclosures to California consumers, and affords such consumers new abilities to of certain sales of personal information. The CCPA came into effect on January 1, 2020, and the California Attorney General may bring enforcement actions, with penalties for violations of the CCPA. The CPRA will go into effect on January 1, 2023, instilling enforcement authority in a new dedicated regulatory body, the California Privacy Protection Agency, which will begin carrying out enforcement actions as soon as six months after the enactment date. While aspects of both the CCPA and CPRA and their interpretations remain to be determined in practice, we are committed to complying with their applicable obligations. More generally, some observers have noted the CCPA could mark the beginning of a trend toward more stringent privacy legislation in the United States, as observed with the subsequent Virginia Consumer Data Protection Act (“VCDPA”), enacted in March 2021 and scheduled to become effective on January 1, 2023, and the more recent Colorado Privacy Act (“CPA”), which was enacted in June 2021, will become effective on July 1, 2023. The VCDPA and CPA are comprehensive privacy laws that share similarities with the CCPA, the CPRA, and legislation proposed in other states. We cannot yet fully predict the impact of the CCPA, CPRA, VCDPA, CPA, and other new laws or regulations on our business or operations, but developments regarding these and all privacy and data protection laws and regulations around the world may require us to modify our data processing practices and policies and to incur substantial costs and expenses in an effort to maintain compliance on an ongoing basis. Outside of the United States, virtually every jurisdiction in which we operate has established its own legal framework relating to privacy, data protection, and information security matters with which we and/or our customers must comply. Laws and regulations in these jurisdictions apply broadly to the collection, use, storage, retention, disclosure, security, transfer, and other processing of data that identifies or may be used to identify or locate an individual. Some countries and regions, including the European Union, are considering or have passed legislation that imposes significant obligations in connection with privacy, data protection, and information security that could increase the cost and complexity of delivering our platforms and services, including the European General Data Protection Regulation (“GDPR”) which took effect in May 2018. Complying with the GDPR or other data protection laws, directives, and regulations as they emerge may cause us to incur substantial operational costs or require us to modify our data handling practices on an ongoing basis. with the GDPR specifically may result in administrative fines or monetary penalties of up to 4% of worldwide annual revenue in the preceding financial year or €20 million (whichever is higher) for the most serious infringements, and could result in proceedings against us by governmental entities or other related parties and may otherwise adversely impact our business, financial condition, and results of operations.

In addition to government regulation, self-regulatory standards and other industry standards may legally or contractually apply to us, be argued to apply to us, or we may elect to comply with such standards or to facilitate our customers’ compliance with such standards. Because privacy, data protection, and information security are critical competitive factors in our industry, we may make statements on our website, in marketing materials, or in other settings about our data security measures and our compliance with, or our ability to facilitate our customers’ compliance with, these standards. We also expect that there will continue to be new proposed laws and regulations concerning privacy, data protection, and information security, and we cannot yet determine the impact such future laws, regulations and standards, or amendments to or of existing laws and regulations, industry standards, or other obligations may have on our business. New laws, amendments to or of existing laws and regulations, industry standards, and contractual and other obligations may require us to incur additional costs and restrict our business operations. As these legal regimes relating to privacy, data protection, and information security continue to evolve, they may result in ever-increasing public scrutiny and escalating levels of enforcement and sanctions. Furthermore, because the interpretation and application of laws, standards, contractual obligations and other obligations relating to privacy, data protection, and information security are uncertain, these laws, standards, and contractual and other obligations may be interpreted and applied in a manner that is, or is alleged to be, inconsistent with our data management practices, our policies or procedures, or the features of our platforms, or we may simply fail to properly develop or implement our practices, policies, procedures, or features in compliance with such obligations. If so, in addition to the possibility of fines, lawsuits, and other claims, we could be required to fundamentally change our business activities and practices or modify our platforms, which could have an adverse effect on our business. We may be unable to make such changes and modifications in a commercially reasonable manner or at all, and our ability to fulfill existing obligations, make enhancements, or develop new platforms and features could be limited. Furthermore, the costs of compliance with, and other burdens imposed by, the laws, regulations, and policies that are applicable to the businesses of our customers may limit the use and adoption of, and reduce the overall demand for, our platforms.

These existing and proposed laws and regulations can be costly to comply with and can make our platforms and services less effective or valuable, delay or impede the development of new products, result in negative publicity, increase our operating costs, require us to modify our data handling practices, limit our operations, impose substantial fines and penalties, require significant management time and attention, or put our data or technology at risk. Any failure or perceived failure by us or our platforms to comply with the laws, regulations, directives, policies, industry standards, or legal obligations of the U.S., European Union, or other governmental or bodies at the regional, national, or supra-national level relating to privacy, data protection, or information security, or any security incident that results in actual or suspected loss of or the unauthorized access to, or acquisition, use, release, or transfer of, personal information, personal data, or other customer or sensitive data or information may result in governmental investigations, inquiries, enforcement actions and prosecutions, private claims and litigation, indemnification or other contractual obligations, other remedies, including fines or demands that we modify or cease existing business practices, or adverse publicity, and related costs and liabilities, which could significantly and adversely affect our business and results of operations.

Our successes to date have primarily come from customers in relatively stable and developed countries, but we are in the process of entering new and emerging markets in countries, including with response efforts and defense, law enforcement, national security, and other government agencies, as part of our growth strategy. These new and emerging markets may involve uncertain business, technology, and economic risks and may be difficult or impossible for us to penetrate, even if we were to commit significant resources to do so.

We currently have sales personnel and sales and services operations in the United States and certain countries around the world. To the extent that we experience difficulties in recruiting, training, managing, or retaining staff, and specifically sales management and sales personnel staff, we may experience difficulties in sales productivity in, or market penetration of, markets. Our ability to convince customers to expand their use of our platforms or renew their subscription, license, or maintenance and service agreements with us is correlated to, among other things, our direct engagement with the customer. To the extent we are restricted or unable to engage with customers effectively with our limited sales force and services capacity, we may be unable to grow sales to existing customers to the same degree we have experienced in the United States.

Our operations subject us to a variety of risks and challenges, including:

In addition to the factors above, foreign governments may take administrative, legislative, or regulatory action that could materially interfere with our ability to sell our platforms in certain countries. For example, foreign governments may require a percentage of prime contracts be fulfilled by local contractors or provide special incentives to government-backed local customers to buy from local competitors, even if their products are inferior to ours. Moreover, both the U.S. government and foreign governments may regulate the acquisition of or import of our technologies or our entry into certain foreign markets or partnership with foreign third parties through investment screening or other regulations. Such regulations may apply to certain joint ventures, platform partnerships and strategic alliances that may be integral to our long-term business strategy.

Compliance with laws and regulations applicable to our operations increases our cost of doing business in foreign jurisdictions. We may be unable to keep current with changes in foreign government requirements and laws as they change from time to time. Failure to comply with these regulations could subject us to investigations, sanctions, enforcement actions, disgorgement of profits, fines, damages, civil and criminal penalties, injunctions, or other collateral consequences. In many foreign countries, it is common for others to engage in business practices that are prohibited by our internal policies and procedures or U.S. regulations applicable to us. In addition, although we have implemented policies and procedures designed to ensure compliance with these laws and policies, there can be no assurance that all of our employees, contractors, partners, and agents will comply with these laws and policies. Violations of laws or key control policies by our employees, contractors, partners, or agents could result in delays in revenue recognition, financial reporting misstatements, governmental sanctions, fines, penalties, or the prohibition of the importation or exportation of our platforms. In addition, responding to any action may result in a significant diversion of management’s attention and resources and an increase in professional fees. Enforcement actions and sanctions or failure to prevail in any possible civil or criminal litigation could harm our business, reputation, financial condition, and results of operations.

Also, we are expanding operations, including our work with existing commercial customers, into countries in Asia, Europe, the Middle East, and elsewhere, which may place restrictions on the transfer of data and potentially the import and use of foreign encryption technology. Any of these risks could harm our operations and reduce our sales, adversely affecting our business, results of operations, financial condition, and growth prospects.

Some of our business partners also have operations and are subject to the risks described above. Even if we are able to successfully manage the risks of our own operations, our business may be adversely affected if our business partners are not able to successfully manage these risks.

Our business is subject to regulation by various federal, state, local, and foreign governments in which we operate. In certain jurisdictions, the regulatory requirements imposed by foreign governments may be more stringent than those in the United States. Noncompliance with applicable regulations or requirements could subject us to investigations, administrative proceedings, sanctions, enforcement actions, disgorgement of profits, fines, damages, litigation, civil and criminal penalties, termination of contracts, exclusion from sales channels or sales opportunities, injunctions, or other consequences. Such matters may include, but are not limited to, claims, disputes, allegations, or investigations related to alleged violations of laws or regulations relating to anti-corruption requirements, lobbying or requirements, export or other trade controls, data

The number and significance of our legal disputes and inquiries may increase as we continue to grow larger, as our business expands in employee headcount, scope, and geographic reach, and as our platforms and services become more complex. Additionally, if customers fail to pay us under the terms of our agreements, we may be adversely affected due to the cost of enforcing the terms of our contracts through litigation. Litigation or other proceedings can be expensive and time consuming and can divert our resources and leadership’s attention from our primary business operations. The results of our litigation also cannot be predicted with certainty. If we are unable to prevail in litigation, we could incur payments of substantial monetary damages or fines, or undesirable changes to our platforms or business practices, and accordingly, our business, financial condition, or results of operations could be materially and adversely affected. Furthermore, if we accrue a loss contingency for pending litigation and determine that it is probable, any disclosures, estimates, and reserves we reflect in our financial statements with regard to these matters may not reflect the ultimate disposition or financial impact of litigation or other such matters. These proceedings could also result in negative publicity, which could harm customer and public perception of our business, regardless of whether the allegations are valid or whether we are ultimately found liable. Additional information regarding certain of the lawsuits we are involved in is described further in in our consolidated financial statements included elsewhere in this Annual Report on Form

We have operations, deal with and make sales to governmental or quasi-governmental entities in the United States and in countries, including those known to experience corruption, particularly certain emerging countries in East Asia, Eastern Europe, Africa, South America, and the Middle East, and further expansion of our sales efforts may involve additional regions.

Corruption issues pose a risk in every country and jurisdiction, but in many countries, particularly in countries with developing economies, it may be more common for businesses to engage in practices that are prohibited by the FCPA or other applicable laws and regulations, and our activities in these countries pose a heightened risk of unauthorized payments or offers of payments by one of our employees or third-party business partners, representatives, and agents that could be in violation of various laws including the FCPA. The FCPA, U.K. Bribery Act and other applicable anti-bribery and anti-corruption laws also may hold us liable for acts of corruption and bribery committed by our third-party business partners, representatives, and agents. We and our third-party business partners, representatives, and agents may have direct or indirect interactions with officials and employees of government agencies or state-owned or affiliated entities and we may be held liable for the corrupt or other illegal activities of our employees or such third parties even if we do not explicitly authorize such activities. The FCPA or other applicable laws and regulations also require that we keep accurate books and records and maintain internal controls and compliance procedures designed to prevent any such actions. While we have implemented policies and procedures to address compliance with such laws, we cannot assure you that our employees or other third parties working on our behalf will not engage in conduct in violation of our policies or applicable law for which we might ultimately be held responsible. Violations of the FCPA, the UK Bribery Act, and other laws may result in whistleblower complaints, adverse media coverage, investigations, imposition of significant legal fees, loss of export privileges, as well as severe criminal or civil sanctions, including suspension or debarment from U.S. government contracting, and we may be subject to other liabilities and adverse effects on our reputation, which could negatively affect our business, results of operations, financial condition, and growth prospects. In addition, responding to any enforcement action may result in a significant diversion of management’s attention and resources and significant defense costs and other professional fees. Our exposure for violating these laws increases as our presence expands and as we increase sales and operations in foreign jurisdictions.

Our offerings are subject to U.S. export controls, and we incorporate encryption technology into certain of our offerings. Our controlled software offerings and the underlying technology may be exported outside of the United States only with the required export authorizations, which may include license requirements in some circumstances. Additionally, our current or future products may be classified under the Commerce Department Export Administration Regulations (“EAR”) or as defense articles subject to the United States International Traffic in Arms Regulations (“ITAR”). Most of our products, including our core software platforms, have been classified under the EAR and are generally exportable without needing a specific license, under an EAR exception for encrypted software. If a product, or component of a product, is classified under the ITAR, or is ineligible for the EAR encryption exception, then those products could be exported outside the United States only if we obtain the applicable export license or qualify for a different license exception. In certain contexts, the services we provide might be classified as defense services subject to the ITAR separately from the products we provide. Compliance with the EAR, ITAR, and other applicable regulatory requirements regarding the export of our products, including new releases of our products and/or the performance of services, may create delays in the introduction of our products in markets, prevent our customers with operations from

We also note that if we or our business partners or counterparties, including licensors and licensees, prime contractors, subcontractors, sublicensors, vendors, customers, shipping partners, or contractors, fail to obtain appropriate import, export, or licenses or permits, notwithstanding regulatory requirements or contractual commitments to do so, or if we fail to secure such contractual commitments where necessary, we may also be adversely affected, through reputational harm as well as other negative consequences, including government investigations and penalties. For instance, violations of U.S. sanctions or export control laws can result in fines or penalties, including significant civil and criminal penalties per violation, depending on the circumstances of the violation or violations.

Also, various countries, in addition to the United States, regulate the import and export of certain encryption and other technology, including import and export permitting and licensing requirements, and have enacted laws that could limit our ability to distribute our platforms or could limit our customers’ abilities to implement our platforms in those countries. Any new export restrictions, new legislation, changes in economic sanctions, or shifting approaches in the enforcement or scope of existing regulations, or in the countries, persons, or technologies targeted by such regulations, could result in decreased use of our platforms by existing customers with operations, declining adoption of our platforms by new customers with operations, limitation of our expansion into new markets, and decreased revenue.

The preparation of our financial statements in conformity with GAAP requires management to make judgments, estimates, and assumptions that affect the amounts reported in the consolidated financial statements and accompanying notes. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances, as provided in the section titled the results of which form the basis for making judgments about the carrying values of assets, liabilities, and equity, and the amount of revenue and expenses that are not readily apparent from other sources. Our results of operations may be adversely affected if our assumptions change or if actual circumstances differ from those in our assumptions, which could cause our results of operations to fall below the expectations of securities analysts and investors, resulting in a decline in the trading price of our Class A common stock. Significant judgments, estimates, and assumptions used in preparing our consolidated financial statements include, or may in the future include, those related to revenue recognition and income taxes.

We record an asset for the future tax benefits from unused U.S. federal, state, and net operating losses (“NOLs”) and tax credits subject to a full valuation allowance. Federal, state. and taxing bodies often place limitations on NOLs and tax credit carryforward benefits. As a result, we may not be able to utilize our NOLs and tax credits. In general, under Section 382 of the United States Internal Revenue Code of 1986 (the “Code”), a corporation that undergoes an ownership change is subject to limitations on its ability to utilize its NOLs to offset future taxable income. Future changes in our stock ownership, some of which are outside of our control, could result in an ownership change under Section 382 of the Code. If our existing NOLs are subject to limitations arising from an ownership change, our ability to utilize NOLs could be limited by Section 382 of the Code, and a certain amount of our prior year NOLs could expire without benefit. Changes in the law may also impact our ability to use our NOLs and tax credit carryforwards.

There is also a risk that the expiration of our existing NOLs or tax credits or a limitation on their use to offset future income tax liabilities could result from statutory or regulatory changes, especially in reaction to the pandemic.

States and some local taxing jurisdictions have differing rules and regulations governing sales and use taxes, and these rules and regulations are subject to varying interpretations that may change over time. We collect and remit U.S. sales and use tax, value-added tax (“VAT”), and goods and services tax (“GST”) in a number of jurisdictions. It is possible, however, that we could face sales tax, VAT, or GST audits and that our liability for these taxes could exceed our estimates as state and tax authorities could still assert that we are obligated to collect additional tax amounts from our customers and remit those taxes to those authorities. We could also be subject to audits in states and jurisdictions for which we have not accrued tax liabilities. One or more states or countries may seek to impose incremental or new sales, use, or other tax collection obligations on us or may determine that such taxes should have, but have not been, paid by us.

We derive a significant portion of our revenue from contracts with federal, state, local, and foreign governments and government agencies, and we believe that the success and growth of our business will continue to depend on our successful procurement of government contracts. For example, we have historically derived, and expect to continue to derive, a significant portion of our revenue from sales to agencies of the U.S. federal government, either directly by us or through other government contractors. Our perceived relationship with the U.S. government could adversely affect our business prospects in certain geographies or with certain governments.

As a government contractor, we must comply with laws, regulations, and contractual provisions relating to the formation, administration, and performance of government contracts and inclusion on government contract vehicles, which affect how we and our partners do business with government agencies. As a result of actual or perceived noncompliance with government contracting laws, regulations, or contractual provisions, we may be subject to audits and internal investigations which may prove costly to our business financially, divert management time, or limit our ability to continue selling our platforms and services to our government customers. These laws and regulations may impose other added costs on our business, and failure to comply with these or other applicable regulations and requirements, including in the past, could lead to claims for damages from our channel partners, penalties, and termination of contracts and suspension or debarment from government contracting for a period of time with government agencies. Any such damages, penalties, disruption, or limitation in our ability to do business with a government could adversely impact, and could have a material adverse effect on, our business, results of operations, financial condition, public perception, and growth prospects.

Federal, state, local, and foreign governments and government agencies could implement procurement policies that negatively impact our profitability. Changes in procurement policy favoring more purchases, different pricing, or evaluation criteria or government contract negotiation offers based upon the customer’s view of what our pricing should be may affect the predictability of our margins on such contracts or make it more difficult to compete on certain types of programs.

U.S. government agencies, including our customers, often award large developmental item and service contracts to build custom software rather than firm fixed-price contracts for commercial products. We sell commercial items and services and do not contract for developmental services. The U.S. government is required to procure commercial items and services to the maximum extent practicable in accordance with FASA, 10 U.S.C. § 2377; 41 U.S.C. § 3307, and the U.S. government may instead decide to procure developmental items and services if commercial items and services are not practicable. In order to challenge a government decision to procure developmental items and services instead of commercial items and services, we would be required to file a bid protest at the agency level and/or with the Government Accountability Office. This can result in contentious communications with government agency legal and contracting offices, and may escalate to litigation in federal court. The results of any future challenges or potential litigation cannot be predicted with certainty, however, and any dispute or litigation with the U.S. government may not be resolved in our favor; moreover, whether or not it is resolved in our favor, such disputes or litigation could result in significant expense and divert the efforts of our technical and management personnel. These proceedings could adversely affect our reputation and relationship with government customers and could also result in negative publicity, which could harm customer and public perception of our business. The enforcement of FASA has resulted in a significant increase in our business with the U.S. federal government. Any change in or repeal of FASA, or a contrary interpretation of FASA by a court of competent jurisdiction, would adversely affect our competitive position for U.S. federal government contracts.

Prior to the listing of our Class A common stock, there was no public market for shares of our Class A common stock. The market prices of the securities of other newly public companies have historically been highly volatile. The public trading price of our Class A common stock could be subject to fluctuations in response to various factors, including those listed in this Annual Report on Form some of which are beyond our control. These fluctuations could cause you to lose all or part of your investment in our Class A common stock since you might be unable to sell your shares at or above the price you paid. Factors that could cause fluctuations in the public trading price of our Class A common stock include the following:

While the registration rights of our pursuant to our Amended and Restated Investors’ Rights Agreement dated August 24, 2020 requiring us to register shares owned by them for public sale in the United States have expired under the terms of that agreement, our affiliates who are party to the Amended and Restated Investors’ Rights Agreement, including our Founders and certain of the entities affiliated with Peter Thiel, will retain the right to cause us to register shares held by them for resale until such rights terminate in accordance with our Amended and Restated Investors’ Rights Agreement. Any registration statement we file to register additional shares, whether as a result of registration rights or otherwise and whether in connection with the exercise of stock options, the settlement of RSUs, or the exercise or settlement of other awards or otherwise, could cause the trading price of our Class A common stock to decline or be volatile.

Founders and their affiliates resulting from the issuance of our Class F common stock. See “ ” below. A “controlled company” pursuant to the NYSE corporate governance rules is a company of which more than 50% of the voting power is held by an individual, group, or another company. In the event that our Founders and their affiliates or other stockholders acquire more than 50% of the voting power of the Company, we may in the future be able to rely on the “controlled company” exemptions under the NYSE corporate governance rules due to this concentration of voting power and the ability of our Founders and their affiliates to act as a group. If we were a controlled company, we would be eligible, and could elect, not to comply with certain of the NYSE corporate governance standards. Such standards include the requirement that a majority of directors on our Board of Directors are independent directors, subject to certain periods, and the requirement that our compensation, nominating and governance committee consist entirely of independent directors. In such a case, if the interests of our stockholders differ from the group of stockholders holding a majority of the voting power, our stockholders would not have the same protection afforded to stockholders of companies that are subject to all of the NYSE corporate governance standards, and the ability of our independent directors to influence our business policies and corporate matters may be reduced.

stockholder approval. Our Founders and their affiliates also hold the substantial majority of our outstanding Class B common stock. Because of the voting ratio between our Class B and Class A common stock, even without regard to the voting power of the Class F common stock, our Founders and their affiliates collectively control a significant portion of the voting power of our capital stock based on their current ownership and may significantly increase their ownership of Class B common stock in the future due to the exercise of currently outstanding warrants and stock options or the settlement of RSUs.

Because of the voting ratio between our Class B and Class A common stock, even if the Class F common stock converts to Class B common stock, our Founders will collectively control a significant portion of the voting power of our capital stock based on their current ownership. Future transfers by holders of shares of Class B common stock will generally result in those shares converting to Class A common stock, subject to limited exceptions, such as certain transfers effected for estate planning purposes and transfers between related entities. The conversion of Class B common stock to Class A common stock will have the effect, over time, of increasing the relative voting power of those individual holders of Class B common stock who retain their shares in the long term. If our Founders and their affiliates, individually or collectively, retain a significant portion of their holdings of Class B common stock for an extended period of time, they could, in the future, individually or collectively, continue to control a significant portion of the combined voting power of our Class A common stock and Class B common stock, even without the use of the Class F common stock, and such voting power could enable holders of Class B common stock to effectively control all matters subject to the stockholder approval. Shares of our Class B common stock may remain outstanding in perpetuity.

The holding of stock, such as our Class A common stock, may not be permitted by the investment policies of certain institutional investors or may be less attractive to the portfolio managers of certain institutional investors. In addition, in July 2017, FTSE Russell and Standard & Poor’s announced that they would cease to allow most newly public companies utilizing dual- or multi-class capital structures to be included in their indices. Affected indices include the Russell 2000 and the S&P 500, S&P MidCap 400, and S&P SmallCap 600, which together make up the S&P Composite 1500. Our multi-class capital structure may make us ineligible for

Our independent registered public accounting firm has formally attested to the effectiveness of our internal control over financial reporting commencing with this Annual Report on Form for the year ended December 31, 2021. Any failure to maintain effective disclosure controls and internal control over financial reporting could have an adverse effect on our business, financial condition and results of operations and could cause a decline in the market price of our Class A common stock.

make, some activities more time-consuming and costly. For example, the Exchange Act requires, among other things, that we file annual, quarterly, and current reports with respect to our business and results of operations. As a result of the complexity involved in complying with the rules and regulations applicable to public companies, our management’s attention may be diverted from the management of our business, which could harm our business, financial condition, and results of operations. Although we have already hired additional employees to assist us in complying with these requirements, we may need to hire more employees in the future or engage outside consultants, which will increase our operating expenses. Additionally, as a public company subject to additional rules and regulations and oversight, we may not have the same flexibility we had as a private company.

As a result of disclosure of information in this Annual Report on Form and other filings required of a public company, our business and financial condition will become more visible, which may result in an increased risk of threatened or actual litigation, including by competitors and other third parties. If such claims are successful, our business, financial condition, and results of operations could be harmed, and even if the claims do not result in litigation or are resolved in our favor, these claims, and the time and resources necessary to resolve them, could divert the resources of our management and harm our business, financial condition, and results of operations.

Natural disasters or other catastrophic events may cause damage or disruption to our operations, commerce and the global economy, and thus could have a negative effect on us. Our business operations are subject to interruption by natural disasters, earthquakes, flooding, fire, power shortages, pandemics such as the recent spread of terrorism, political unrest, telecommunications failure, vandalism, cyberattacks, geopolitical instability, war, the effects of climate change (such as drought, wildfires, increased storm severity, and sea level rise), and other events beyond our control. Although we maintain crisis management and disaster response plans, such events could make it difficult or impossible for us to deliver our services to our customers, could decrease demand for our services, could make existing customers unable or unwilling to fulfill their contractual requirements to us, including their payment obligations, and could cause us to incur substantial

Our results of operations and cash flows are subject to fluctuations due to changes in foreign currency exchange rates, particularly changes in the Euro and GBP. We expect our operations to continue to grow in the near term and we are continually monitoring our foreign currency exposure to determine if we should consider a hedging program. Today, our contracts are denominated in either U.S. dollars or local currency, while our operating expenses are often denominated in local currencies. Additionally, as we expand our operations, a larger portion of our operating expenses may be denominated in local currencies. Therefore, increases in the value of the U.S. dollar and decreases in the value of foreign currencies could result in the dollar equivalent of our revenues being lower.

For information on legal proceedings, refer to in our consolidated financial statements included elsewhere in this Annual Report on Form

We regularly evaluate partnerships and investment opportunities in complementary businesses, employee teams, technologies, and intellectual property rights in an effort to expand our product and service offerings. For example, we have approved and entered into Investment Agreements to purchase, or commit to purchaseshares of various entities, including special purpose acquisition companies and/or other privately-held or publicly-traded

entities. See further discussion in and

Our operating results continued to improve, including when adjusting for stock-based compensation. In the year ended December 31, 2021, we incurred losses from operations of $411.0 million, or adjusted income from operations of $473.5 million when excluding stock-based compensation and related employer payroll taxes. In the year ended December 31, 2020, our losses from operations were $1.2 billion, or adjusted income from operations of $189.9 million when excluding stock-based compensation, related employer payroll taxes, and Direct Listing charges.

For more information about our adjusted income from operations, which excludes stock-based compensation, related employer payroll taxes, and Direct Listing charges; and gross profit, and gross margin, which excludes stock-based compensation, as well as reconciliations from loss from operations and gross profit, see the section titled “” below.

As a result of we continue to take precautionary measures in order to minimize the risk of the virus to our employees, our customers, and the communities in which we operate, which included the suspension of all business travel of employees and the temporary closure of all of our major offices. Although the majority of our workforce worked remotely, there was minimal disruption in our ability to ensure the effective operation of our software platforms. As local situations permit, we continue to reopen our offices, in at least a limited capacity, and are allowing business travel to resume, while continuing to closely monitor the pandemic.

The economic consequences of the pandemic have been challenging for certain of our customers and prospective customers. While the broader implications of the pandemic on our results of operations and overall financial performance remain uncertain, the pandemic has, to date, not had a material adverse impact on our results of operations. The economic effects of the pandemic and resulting societal changes are currently not predictable.

The pandemic has made clear to many of our customers that accommodating the extended timelines ordinarily required to realize results from implementing new software solutions is not an option during a crisis. As a result, customers are increasingly adopting our software, which can be ready in days, over internal software development efforts, which may take months or years.

We saw decreases in our travel and office-related expenditures, including during the temporary closures of our offices globally and reductions in related operating expenses, related to the ongoing pandemic. However, improvement of our contribution metric has also been driven by the expansion of existing customer accounts, improved sales efficiency, and the increasing deployment of centralized hosting and other software deployment infrastructure. While we expect our travel and office-related expenditures to increase moving forward, especially as we continue to reopen our offices, we do not expect such expenditures to return to their levels, given that we have made significant investments in enabling employees to work with customers remotely.

See the section titled “” included elsewhere in this Annual Report on Form for further discussion of the possible impact of the pandemic on our business.

In addition to the measures presented in our consolidated financial statements, we use the following key business measure to help us evaluate our business, identify trends affecting our business, formulate business plans and financial projections, and make strategic decisions.

Contribution margin, both across our business and on specific customer accounts, is intended to capture how much we have earned from customers after accounting for the costs associated with deploying and operating our software, as well as any sales and marketing expenses involved in acquiring and expanding our partnerships with those customers, including allocated overhead. We exclude stock-based compensation as it is a expense.

For more information about contribution margin, including the limitations of this measure, and a reconciliation to loss from operations, see the section titled “” below.

We use the measures contribution margin; gross profit and gross margin, excluding stock-based compensation; and adjusted income from operations, which excludes stock-based compensation, related employer payroll taxes, and Direct Listing charges to help us evaluate our business, identify trends affecting our business, formulate business plans and financial projections, and make strategic decisions. We exclude stock-based compensation, which is a expense, from these financial measures because we believe that excluding this item provides meaningful supplemental information regarding operational performance and provides useful information to investors and others in understanding and evaluating our operating results in the same manner as our management team. Additionally, we exclude expenses primarily related to our Direct Listing during the quarter ended September 30, 2020 as they are a charge, and employer payroll taxes related to stock-based compensation as it is difficult to predict and outside of our control.

Our definitions may differ from the definitions used by other companies and therefore comparability may be limited. In addition, other companies may not publish these or similar metrics. Further, these metrics have certain limitations, as they do not include the impact of certain expenses that are reflected in our consolidated statement of operations. Thus, our contribution margin; gross profit and gross margin, excluding stock-based compensation; and adjusted income from operations should be considered in addition to, not as a substitute for, or in isolation from, measures prepared in accordance with GAAP.

We compensate for these limitations by providing reconciliations of these measures to the most comparable GAAP measures. We encourage investors and others to review our business, results of operations, and financial information in its entirety, not to rely on any single financial measure, and to view these measures in conjunction with the most directly comparable GAAP financial measures.

The following table provides a reconciliation of adjusted income from operations, which excludes stock-based compensation, related employer payroll taxes, and Direct Listing charges for the years ended December 31, 2021 and 2020 (in thousands):

We generate revenue from the sale of subscriptions to access our software in our hosted environment along with ongoing O&M services (“Palantir Cloud”); software subscriptions in our customers’ environments with ongoing O&M services Software”); and professional services.

and O&M services, which together we refer to as our Software, are highly interdependent and interrelated and represent a single distinct performance obligation within the context of the contract. Revenue is generally recognized over the contract term on a ratable basis.

Our professional services support the customers’ use of the software and include, as needed, user support, user-interface configuration, training, and ongoing ontology and data modeling support. Professional services contracts typically include the provision of professional services for the duration of the contractual term. These services are typically coterminous with a Palantir Cloud or Software subscriptions. Professional services are whereby we perform services throughout the contract period; therefore, the revenue is recognized over the contractual term.

We expect that cost of revenue will increase in absolute dollars as our revenue grows and will vary from as a percentage of revenue.

Our research and development efforts are aimed at continuing to develop and refine our platforms, including adding new features and modules, increasing their functionality, and enhancing the usability of our platforms. Research and development costs primarily include salaries, stock-based compensation expense, and benefits for personnel involved in performing the activities to develop and refine our platforms, internal use third-party cloud hosting services and other costs, and allocated overhead. Research and development costs are expensed as incurred.