JFrog Ltd
For the period ended Mar 31, 2026. Filed May 8, 2026.
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A company's report for each of its first three quarters. The financial statements are not audited. It shows how the business has moved since the last annual report, and what management says changed.
Mar 31, 2026 · Filed May 8, 2026
What changed in Risk Factors?
Read the current filingPrevious report: 10-Q
Period ended 2025-09-30; filed 2025-11-07.
0001193125-25-272362
Item 1A. Risk FactorsUnregistered Sales of Equity Securities and Use of ProceedsDefault Upon Senior SecuritiesMine Safety DisclosuresCurrent report: 10-Q
Period ended 2026-03-31; filed 2026-05-08.
0001193125-26-214647
Item 1A. Risk FactorsUnregistered Sales of Equity Securities and Use of ProceedsDefault Upon Senior SecuritiesMine Safety DisclosuresThe baseline is this issuer’s latest earlier reporting period of the same form that was filed before the current report. A previous 10-Q is a different quarter, not a year-over-year comparison. Amendments are excluded.
Compared 337 previous paragraphs and 353 current paragraphs.
266 unchanged; 66 reworded; 17 added; 4 removed; 1 previous and 4 current paragraphs rearranged.
Tables are not compared: 0 previous and 0 current tables excluded. Dates, whitespace, punctuation and numbering changes are ignored; changes to financial figures remain significant.
A changed paragraph is not evidence that risk increased or decreased. An unchanged paragraph does not establish that risk stayed the same.
Added paragraphs (17)
Current report
changes in subscription components and pricing when customers renew their subscriptions;
Current report
Additionally, market perception of the role and impact of AI on technology companies may adversely affect the price of our ordinary shares, regardless of our actual operating performance. Investor sentiment regarding AI has become a significant driver of valuation for technology companies, and perceptions about whether a company is effectively developing, deploying, or monetizing AI technologies may materially influence market expectations and a company’s share price. If investors, analysts, customers or other market participants believe that our AI strategy, capabilities, pace of innovation or competitive positioning are insufficient, less differentiated than those of our competitors, or if we fail to keep pace with rapidly evolving AI technologies, the price of our ordinary shares could decline, even if our business performance and financial results remain strong. Furthermore, shifts in broader market sentiment regarding AI technologies, including changes in investor confidence, regulatory developments, high-profile failures or controversies involving AI, or a reassessment of the economic value of AI investments across the technology sector could also negatively impact our valuation and increase share price volatility independent of our operating results.
Current report
Issues in the development and use of AI, including increased adoption of AI by our competitors, combined with an uncertain regulatory environment, may result in reputational harm, liability, or other adverse consequences to our business operations.
Current report
Many of our and our service providers’ employees and other personnel work remotely, and are increasingly using AI technologies, all of which may increase our and their susceptibility to security breaches and incidents. We maintain certain policies and controls designed to address identified risks relating to our employees’ use of generative AI, but personnel may unknowingly or otherwise inappropriately enter proprietary or sensitive information, data, or code into AI tools, may use tools making use of AI agents or other types of AI inappropriately, or may use unauthorized AI tools, all of which may lead to loss of intellectual property protection, inappropriate disclosure or other processing of proprietary or sensitive information, data, or code, noncompliance with applicable laws, regulations, or other obligations, and other liabilities. As we continue to expand our offerings, including through the acquisition of complementary businesses, such as our acquisition of Vdoo in 2021 and our acquisition of Qwak in July 2024, our products will likely have access to more sensitive and personal information of our customers, which could result in greater adverse effects from security breaches and other security incidents. Further, the more widespread our platform and products become, the more they may be viewed by malicious actors as attractive targets for attacks.
Current report
rumors and market speculation involving us or other companies in our industry, including but not limited to fluctuations in SaaS company stock prices that do not reflect, or are disproportionate to, underlying operating performance;
Current report
repurchases of our ordinary shares pursuant to our share repurchase program;
Current report
There are no guarantees that our share repurchase program will result in increased shareholder value.
Current report
In February 2026, our Board of Directors authorized a share repurchase program of up to $300.0 million of our outstanding ordinary shares. We may repurchase ordinary shares from time to time through open market purchases, in privately negotiated transactions or by other means, including through the use of trading plans intended to qualify under Rule 10b5-1 under the Exchange Act, in accordance with applicable securities laws and other restrictions. The timing and the amount of repurchases in the share repurchase program will be determined by management, based on its evaluation of factors including business and market conditions, corporate and regulatory requirements, and other considerations.
Current report
There are a number of ways in which the share repurchase program could fail to result in enhanced shareholder value. For example, any failure to repurchase ordinary shares after we have announced our intention to do so may negatively impact the price of our ordinary shares. The existence of the share repurchase program could also cause the price of our ordinary shares to trade higher than it otherwise would and could potentially reduce the market liquidity for our ordinary shares. The market price of our ordinary shares could decline below the levels at which we repurchased ordinary shares and short-term price fluctuations in our ordinary shares could reduce the effectiveness of this program.
Current report
Additionally, repurchasing our ordinary shares will reduce the amount of cash, cash equivalents, and marketable securities we have available to fund working capital, capital expenditures, capital preserving investments, strategic acquisitions or business opportunities, and other general corporate purposes, and there are no guarantees that the share repurchase program will result in increased shareholder value. Furthermore, the timing and amount of any repurchases, if any, will be subject to liquidity, market and economic conditions, compliance with applicable legal requirements, and other relevant factors.
Removed paragraphs (4)
Previous report
increases or decreases in the number of elements of our subscriptions or pricing changes upon any renewals of customer agreements;
Previous report
Diversified vendors. Some diversified technology companies, such as IBM, Inc. (including Red Hat), Pivotal Software, and Broadcom’s VMware may have offerings that compete with certain JFrog products.
Previous report
DevSecOps, or MLOps, and such competition often results in increasing wages, especially in Israel, where most of our research and development positions are located, and in the San Francisco Bay Area, where our U.S. headquarters are located. Therefore, we may not be successful in attracting and retaining qualified personnel. We have from time to time in the past experienced, and we expect to continue to experience, difficulty in hiring and retaining highly skilled employees with appropriate qualifications. On September 19, 2025, President Trump issued a Proclamation entitled “Restrictions on Entry of Certain Nonimmigrant Workers” that provided for, among other things, the imposition of a $100,000 fee for certain H-1B visas. Our talent pool for U.S. positions includes workers outside the U.S. who would require new H-1B visas to work for us in the U.S. Given the size of the increased fee, this Proclamation significantly increases the cost of recruiting new talent from outside the U.S., effectively reducing our talent pool for U.S. positions which may make recruiting for such positions more difficult, especially for those positions that require certain technical skills.
Previous report
We may be more susceptible to security breaches and other security incidents in view of many of our employees and employees of our service providers working remotely, because we and our service providers have less capability to implement, monitor, and enforce our information security and data protection policies for those employees. Based on the examples set in recent incidents suffered by third parties, the more widespread our platform and products become, the more they may be viewed by malicious cyber threat actors as an attractive target for such an attack. We and our service providers may be unable to anticipate these techniques, react, remediate, or otherwise address any security breach or other security incident in a timely manner, or implement adequate preventative measures. In the past, we have experienced vulnerabilities, none of which led to account takeover and all such known vulnerabilities have been remedied.
Reworded paragraphs (66)
Previous wording
Investing in our ordinary shares involves a high degree of risk. A description of the risks and uncertainties associated with our business and ownership of our ordinary shares is set forth below. You should carefully consider the risks and uncertainties described below, together with all of the other information contained in this Quarterly Report on Form 10-Q, including the section titled “Management’s Discussion and Analysis of Financial Condition and Result of Operations” and our condensed consolidated financial statements and the related notes thereto, before making a decision to invest in our ordinary shares. The risks and uncertainties described below are not the only ones we face. Our business, results of operations, financial condition, or prospects could also be harmed by risks and uncertainties that are not presently known to us or that we currently believe are not material. If any of the risks actually occur, our business, results of operations, financial condition, and prospects could be materially and adversely affected. In that event, the market price of our ordinary shares could decline and you could lose all or part of your investment.
Current wording
Investing in our ordinary shares involves a high degree of risk. A description of the risks and uncertainties associated with our business and ownership of our ordinary shares is set forth below. You should carefully consider the risks and uncertainties described below, together with all of the other information contained in this Quarterly Report on Form 10-Q, including the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations” and our condensed consolidated financial statements and the related notes thereto, before making a decision to invest in our ordinary shares. The risks and uncertainties described below are not the only ones we face. Our business, results of operations, financial condition, or prospects could also be harmed by risks and uncertainties that are not presently known to us or that we currently believe are not material. If any of the risks actually occur, our business, results of operations, financial condition, and prospects could be materially and adversely affected. In that event, the market price of our ordinary shares could decline and you could lose all or part of your investment.
Previous wording
market acceptance of our products and our ability to develop new products or enhancements to existing products and to bring them to market in a timely manner;
Current wording
customers’ adoption of our products and our ability to develop new products or enhancements to existing products and to bring them to market in a timely manner;
Previous wording
our expectations about the impact of global economic disruptions resulting from natural disasters, public health epidemics, protests or riots, and geopolitical tensions, such as the imposition of tariffs and other non-tariff trade barriers, or war, including conflicts in the Middle East, as well as the war in Ukraine, on our business, results of operations and financial condition;
Current wording
our expectations about the impact of global economic disruptions resulting from natural disasters, public health epidemics, protests or riots, and geopolitical tensions, such as the imposition of tariffs and other non-tariff trade barriers, or war, such as the war involving Israel, the U.S., Iran, and Hezbollah, and the regional conflict in the Middle East, on our business, results of operations and financial condition;
Previous wording
We have experienced significant growth and increased demand for our products over time. Our total revenues for the three months ended September 30, 2025 and 2024 were $136.9 million and $109.1 million, respectively, representing 26% growth, and $386.5 million and $312.4 million for the nine months ended September 30, 2025 and 2024, respectively, representing 24% growth. Our employee headcount has also increased from approximately 1,400 as of December 31, 2023 to approximately 1,600 as of December 31, 2024. We focus on growing the number of large customers as a measure of our ability to scale with our customers and attract larger organizations to adopt our products. As of September 30, 2025, 1,121 of our customers had ARR of $100,000 or more, increasing from 1,018 customers as of December 31, 2024, and 71 of our customers had ARR of $1,000,000 or more, increasing from 52 customers as of December 31, 2024. The growth and expansion of our business places a continuous and significant strain on our management, operational, and financial resources. In addition, as customers adopt our products for an increasing number of use cases, we have had to support more complex commercial relationships. We must continue to improve and expand our information technology and financial infrastructure, our security and compliance requirements, our operating and administrative systems, our relationships with various partners and other third parties, and our ability to manage headcount and processes in an efficient manner to manage our growth effectively.
Current wording
We have experienced significant growth and increased demand for our products over time. Our total revenues for the three months ended March 31, 2026 and 2025 were $154.0 million and $122.4 million, respectively, representing 26% growth. Our total revenues for the years ended December 31, 2025 and 2024 were $531.8 million and $428.5 million, respectively, representing 24% growth. Our employee headcount has also increased from approximately 1,600 as of December 31, 2024 to approximately 1,800 as of December 31, 2025. As of March 31, 2026, 1,225 of our customers had ARR of $100,000 or more, increasing from 1,168 customers as of December 31, 2025, and 80 of our customers had ARR of $1,000,000 or more, increasing from 74 customers as of December 31, 2025. We focus on growing the number of large customers as a measure of our ability to scale with our customers and attract larger organizations to adopt our products. The growth and expansion of our business places a continuous and significant strain on our management, operational, and financial resources. In addition, as customers adopt our products for an increasing number of use cases, we have had to support more complex commercial relationships. We must continue to improve and expand our information technology and financial infrastructure, our security and compliance requirements, our operating and administrative systems, our relationships with cloud providers, technology partners, and other third parties, and our ability to manage headcount and processes in an efficient manner to manage our growth effectively.
Previous wording
In 2024, we released multiple JFrog Platform features across our core functionalities in DevOps, DevSecOps, and MLOps, as we continued to expand our position as the system of record for the unified software release lifecycle. We released significant enhancements to JFrog Advanced Security, including JFrog Runtime Security, as well as greatly expanded our MLOps functionality with the acquisition of Qwak AI, Ltd. (“Qwak”) as a foundational technology for our JFrog ML product and other machine learning or artificial intelligence (“AI”) technology-oriented offerings. These enhancements and releases represent continuing expansion beyond our core DevOps business, delving more deeply into DevSecOps and Artificial Intelligence/MLOps. We may not be able to sustain the pace of improvements to our products successfully or implement systems, processes, and controls in an efficient or timely manner or in a manner that does not negatively affect our results of operations. Our failure to improve our systems, processes, and controls, or their failure to operate in the intended manner, may result in our inability to manage the growth of our business and to forecast our revenue, expenses, and earnings accurately, or to prevent losses.
Current wording
In 2025, we released multiple JFrog Platform features across our core functionalities in DevOps, DevSecOps, DevGovOps and Artificial Intelligence and Machine Learning operations (“AI/MLOps”), as we continued to expand our position as the system of record for the unified software release lifecycle. We released significant enhancements to our platform, including the release of agentic security capabilities, AI Catalog and JFrog AppTrust for DevGovOps and compliance. We also released new subscription bundles to align more closely with the emerging market needs around application security and AI development. These enhancements and releases represent continuing expansion within and beyond our core DevOps business, delving more deeply into DevSecOps, DevGovOps and AI/MLOps. We may not be able to sustain the pace of improvements to our products successfully or implement systems, processes, and controls in an efficient or timely manner or in a manner that does not negatively affect our results of operations. Our failure to improve our systems, processes, and controls, or their failure to operate in the intended manner, may result in our inability to manage the growth of our business and to forecast our revenue, expenses, and earnings accurately, or to prevent losses.
Previous wording
As noted above, our total revenues for the three and nine months ended September 30, 2025 grew by 26% and 24%, respectively, compared to the corresponding prior year periods. You should not rely on the results of any prior quarterly or annual period as an indication of our future performance. Even if our revenue continues to increase, we expect our revenue growth rate to decline in future periods. Many factors may contribute to declines in our growth rate, including greater market penetration, increased competition, market consolidation, slowing demand for our platform, a failure by us to continue capitalizing on growth opportunities, the maturation of our business, the protracted conflict in the Middle East, the imposition of tariffs and other non-tariff trade barriers, and global economic downturn, among others. If our growth rate declines, investors’ perceptions of our business and the market price of our ordinary shares could be adversely affected.
Current wording
As noted above, our total revenues for the three months ended March 31, 2026, and for the year ended December 31, 2025, grew by 26% and 24%, respectively, compared to the corresponding prior year periods. You should not rely on the results of any prior quarterly or annual period as an indication of our future performance. Even if our revenue continues to increase, our revenue growth rate may decline in future periods. Many factors may contribute to declines in our growth rate, including but not limited to
Previous wording
Our results of operations, including our revenue, cost of revenue, gross margin, operating expenses, cash flow, and deferred revenue, have fluctuated from quarter to quarter in the past and may continue to vary significantly in the future so that period-to-period comparisons of our results of operations may not be meaningful. Our quarterly financial results may fluctuate as a result of a variety of factors, many of which are outside of our control, may be difficult to predict, and may or may not fully reflect the underlying performance of our business. Factors that may cause fluctuations in our quarterly financial results include, but not limited to:
Current wording
Our results of operations, including our revenue, cost of revenue, gross margin, operating expenses, and cash flow, have fluctuated from quarter to quarter in the past and may continue to vary significantly in the future so that period-to-period comparisons of our results of operations may not be meaningful. Our quarterly financial results may fluctuate as a result of a variety of factors, many of which are outside of our control, may be difficult to predict, and may or may not fully reflect the underlying performance of our business. Factors that may cause fluctuations in our quarterly financial results include, but not limited to:
Previous wording
customer satisfaction with our products and platform capabilities and customer support;
Current wording
customer satisfaction with our product capabilities and customer support;
Previous wording
decisions by potential customers to develop in-house DevOps, DevSecOps, and MLOps solutions as alternatives to our products;
Current wording
decisions by potential customers to develop in-house DevOps, DevSecOps, DevGovOps and MLOps solutions as alternatives to our products;
Previous wording
network outages (including, without limitation, possible outages with public cloud providers);
Current wording
resulting downtime from network outages (including, without limitation, possible outages with public cloud providers);
Previous wording
the impact of political uncertainty or unrest, including the Russia-Ukraine war, the conflicts in the Middle East, other areas of geopolitical tension around the world, including Syria, or the worsening of such conflicts or tensions and any related global economic disruptions, including as a result of the imposition of tariffs and other non-tariff trade barriers.
Current wording
the impact of political uncertainty or unrest, other areas of geopolitical tension around the world, or the worsening of regional conflicts or tensions and any related global economic disruptions, including as a result of the imposition of tariffs and other non-tariff trade barriers.
Previous wording
Although we have achieved positive operating cash flow and free cash flow, we have incurred annual losses since our inception. We incurred a net loss of $69.2 million, $61.3 million and $90.2 million in the years ended December 31, 2024, 2023 and 2022, respectively. As a result, we had an accumulated deficit of $359.7 million as of December 31, 2024. We anticipate that our operating expenses will increase substantially in the foreseeable future as we continue to enhance our products, broaden our customer base, expand our sales and marketing activities, including strengthening our customer success team and continuing to invest in our strategic sales team, expanding our operations, hiring additional employees, and continuing to develop our technology. These efforts may prove more expensive than we currently anticipate, and we may not succeed in increasing our revenue sufficiently, or at all, to offset these higher expenses. Revenue growth may slow or revenue may decline for a number of possible reasons, including but not limited to slowing demand for our products, increasing competition, or changes in macroeconomic conditions. Any failure to increase our revenue as we grow our business could prevent us from achieving profitability or maintaining positive operating cash flow and free cash flow at all or on a consistent basis, which would cause our business, financial condition, and results of operations to suffer.
Current wording
Although we have achieved positive operating cash flow and free cash flow, we have incurred annual losses since our inception. We incurred a net loss of $71.8 million and $69.2 million in the years ended December 31, 2025 and 2024, respectively. As a result, we had an accumulated deficit of $431.5 million as of December 31, 2025. We anticipate that our operating expenses will increase substantially in the foreseeable future as we continue to enhance our products, broaden our customer base, expand our sales and marketing activities, including strengthening our customer success team and continuing to invest in our strategic sales team, expanding our operations, hiring additional employees, investing in larger lease spaces for employees, and continuing to develop our technology. These efforts may prove more expensive than we currently anticipate, and we may not succeed in increasing our revenue sufficiently, or at all, to offset these higher expenses. Revenue growth may slow or revenue may decline for a number of possible reasons, including but not limited to slowing demand for our products, increasing competition, or changes in macroeconomic conditions. Any failure to increase our revenue as we grow our business could prevent us from achieving profitability or maintaining positive operating cash flow and free cash flow at all or on a consistent basis, which would cause our business, financial condition, and results of operations to suffer.
Previous wording
The markets for our products are maturing in ways we may be unable to anticipate accurately. Accordingly, it is difficult to predict customer adoption and renewals and demand for our platform and our products, the entry of competitive products, the success of existing competitive products, or the future growth rate, expansion, longevity, and the size of the DevOps, DevSecOps, MLOps, and software release management software markets. The expansion of, and our ability to penetrate, these evolving markets depends on a number of factors, including, but not limited to, the cost, performance, and perceived value associated with DevOps, DevSecOps, and MLOps technologies, as well as the ability of DevOps workflows to improve critical steps in the lifecycle of software, including managing software security. If we or other software and SaaS providers experience security incidents, loss of customer data, or disruptions in delivery or service, the market for these applications as a whole, including our platform and products, may be negatively affected. If DevOps, DevSecOps, MLOps, and software release management software do not continue to achieve market acceptance, or there is a reduction in demand caused by decreased customer acceptance, technological challenges, weakening economic conditions, privacy, data protection and data security concerns, governmental regulation, competing technologies and products, or decreases in information technology or other spending, the market for our platform and products might not continue to develop or might develop more slowly than we expect, which could adversely affect our business, financial condition, and results of operations.
Current wording
The markets for our products are maturing in ways we may be unable to anticipate accurately. Accordingly, it is difficult to predict customer adoption and renewals and demand for our products, the entry of competitive products, the success of existing competitive products, or the future growth rate, expansion, longevity, and the size of the DevOps, DevSecOps, AI/MLOps, and software release management software markets. The expansion of, and our ability to penetrate, these evolving markets depends on a number of factors, including, but not limited to, the cost, performance, and perceived value associated with DevOps, DevSecOps, DevGovOps, and AI/MLOps technologies, as well as the ability of DevOps workflows to improve critical steps in the lifecycle of software, including managing software security. If we or other software and SaaS providers experience security incidents, loss of customer data, or disruptions in delivery or service, the market for these applications as a whole, including our products, may be negatively affected. If DevOps, DevSecOps, DevGovOps, AI/MLOps, and software release management software do not continue to achieve market acceptance, or there is a reduction in demand caused by decreased customer acceptance, technological challenges, weakening economic conditions, privacy, data protection and data security concerns, governmental regulation, competing technologies and products, or decreases in information technology or other spending, the market for our products might not continue to develop or might develop more slowly than we expect, which could adversely affect our business, financial condition, and results of operations.
Previous wording
If we are not able to keep pace with technological and competitive developments or fail to integrate our products with a variety of technologies that are developed by others, our products may become less marketable, less competitive, or obsolete, and our results of operations may be adversely affected.
Current wording
If we are not able to keep pace with technological and competitive developments or fail to integrate our products with a variety of technologies that are developed by others, or the market perceives either of these to be true, our products may become less marketable, less competitive, or obsolete, and our results of operations and the price of our ordinary shares may be adversely affected.
Previous wording
In order to provide value for our customers, we must offer products that allow our customers to compile software from source code repositories, manage the dependencies among components within software packages, move packages and machine learning models to a universal repository, ingest packages from third parties, including open source libraries, scan for vulnerabilities through various stages, distribute to endpoints, and deploy in production, all through a single user access point. The success of any new product introductions depends on a number of factors including, but not limited to, timely and successful product development, market acceptance, the quality of our product and the user experience, our ability to manage the risks associated with new product releases, the effective management of development and other spending in connection with anticipated demand for new products, and the availability of newly developed products. We have in the past experienced bugs, errors, or other defects or deficiencies in new products and product updates and delays in releasing new products, deployment options, and product enhancements and may have similar experiences in the future. As a result, some of our customers may either defer purchasing our products until the next upgrade is released or switch to a competitor if we are not able to keep up with technological developments. For example, AI and machine learning may change the way our industry operates, and businesses that are slow to adopt or fail to adopt these new technologies may face a competitive disadvantage. In addition, if defects are not discovered until after customers purchase our products, our customers could lose confidence in the quality of our products and our reputation and brand may be harmed. If significant bugs, errors, or other defects or deficiencies are not discovered and patched in a timely manner, unauthorized parties could gain access to such products. Any negative publicity related to the perceived quality of our products could harm our business, results of operations, and financial condition. See also, “We have acquired, and may in the future acquire, complementary businesses which could require significant management attention, disrupt our business, dilute shareholder value, and adversely affect our results of operations.” in this Part II, Item 1A.
Current wording
In order to provide value for our customers, we must offer a platform that allows our customers to consume source code and open source libraries from repositories, manage the dependencies among components within software packages, move packages and ML models to a universal repository, ingest packages from third parties, including open source libraries, scan for vulnerabilities through various stages, distribute to endpoints, and deploy in production, all through a single user access point. The success of any new product introductions depends on a number of factors including, but not limited to, timely and successful product development, market acceptance, the quality of our product and the user experience, our ability to manage the risks associated with new product releases, the effective management of development and other spending in connection with anticipated demand for new products, and the availability of newly developed products. We have in the past experienced bugs, errors, or other defects or deficiencies in new products and product updates and delays in releasing new products, deployment options, and product enhancements and may have similar experiences in the future. As a result, some of our customers may either defer purchasing our products until the next upgrade is released or switch to a competitor if we are not able to keep up with technological developments. For example, AI and ML may change the way our industry operates, and businesses that are slow to adopt or fail to adopt these new technologies may face a competitive disadvantage. In addition, if defects are not discovered until after customers purchase our products, our customers could lose confidence in the quality of our products and our reputation and brand may be harmed. If significant bugs, errors, or other defects or deficiencies are not discovered and patched in a timely manner, unauthorized parties could gain access to such products. Any negative publicity related to the perceived quality of our products could harm our business, results of operations, and financial condition. See also, “We have acquired, and may in the future acquire, complementary businesses which could require significant management attention, disrupt our business, dilute shareholder value, and adversely affect our results of operations.” in this Part II, Item 1A.
Previous wording
Our platform consists of multiple products in DevOps, DevSecOps, and MLOps, and we compete in each product category as well as at the entire platform level. The market for our products is highly fragmented, quickly evolving, and subject to rapid changes in technology. We believe that our ability to compete successfully depends upon many factors both within and beyond our control, including, but not limited to, the following:
Current wording
Our platform consists of multiple products in DevOps, DevSecOps, DevGovOps, and AI/MLOps, and we compete in each product category as well as at the entire platform level. The market for our products is highly fragmented, quickly evolving, and subject to rapid changes in technology. We believe that our ability to compete successfully depends upon many factors both within and beyond our control, including, but not limited to, the following:
Previous wording
ability to provide an end-to-end, unified platform solution for the DevOps, MLOps and DevSecOps workflows;
Current wording
ability to provide an end-to-end, unified platform solution for the DevOps, DevSecOps, DevGovOps, and AI/MLOps workflows;
Previous wording
ability to deploy our products in any combination of cloud, multi-cloud, on-premise, or hybrid environments;
Current wording
ability to deploy our products in any combination of cloud, multi-cloud, on-premises, or hybrid environments;
Previous wording
Security point solutions. Some security-focused companies may compete with a subset of JFrog’s holistic security offerings or address only developer-level security, such as Aqua Security, Snyk, Sonatype, and Synopsys.
Current wording
Security point solutions. Some security-focused companies may compete with a subset of JFrog’s holistic security offerings or address only developer-level security, such as Aqua Security, Snyk, Checkmarx, Sonatype, and Synopsys.
Previous wording
Our subscription structure is aligned with the way we have built our platform, and JFrog Artifactory is at the center of our platform and all subscriptions. Accordingly, market acceptance of JFrog Artifactory is critical to our success. If demand for JFrog Artifactory declines, the demand for our other products will also decline. Demand for JFrog Artifactory is affected by a number of factors, many of which are beyond our control, such as continued market acceptance of JFrog Artifactory and products by customers for existing and new use cases, the timing of development and release of new features, functionality, and lower cost alternatives introduced by our competitors, technological changes and developments within the markets we serve, and growth or contraction in our addressable markets. If we are unable to continue to meet customer demand, if our products fail to compete with the products of our competitors, if we fail to achieve more widespread market acceptance of JFrog Artifactory, or if our products fail to meet statutory, regulatory, contractual, or other applicable requirements, then our business, results of operations, and financial condition would be harmed.
Current wording
Our subscription structure is aligned with the way we have built our platform, and JFrog Artifactory is at the center of our platform and all subscriptions. Accordingly, market acceptance of JFrog Artifactory is critical to our success. If demand for JFrog Artifactory declines, the demand for our other products will also decline. Demand for JFrog Artifactory is affected by a number of factors, many of which are beyond our control, such as continued market acceptance of JFrog Artifactory and products by customers for existing and new use cases, the timing of development and release of new features, functionality, and lower cost alternatives introduced by our competitors, technological changes and developments within the markets we serve, and growth or contraction in our addressable markets. If we are unable to continue to meet customer demand, if our products fail to compete with the products of our competitors, if we fail to achieve more widespread market acceptance of JFrog Artifactory, or if our platform and products fail to meet statutory, regulatory, contractual, or other applicable requirements, then our business, results of operations, and financial condition would be harmed.
Previous wording
Additionally, the industry in which we operate is generally characterized by significant competition for skilled personnel as well as high rates of employee attrition. We are also substantially dependent on the continued service of our existing engineering personnel because of the complexity of our products. There is currently a high demand for experienced professionals in all areas required to run a complex, multinational business, including but not limited to DevOps, DevSecOps, and MLOps. We may not be successful in attracting, integrating, or retaining qualified personnel to fulfill our current or future needs. Also, to the extent we hire personnel from competitors, we may be subject to allegations that they have been improperly solicited, that they have divulged proprietary or other confidential information, or that their former employers own their inventions or other work product.
Current wording
Additionally, the industry in which we operate is generally characterized by significant competition for skilled personnel as well as high rates of employee attrition. We rely on the continued service of our engineering personnel because of the complexity of our products. There is currently a high demand for experienced professionals in all areas required to run a complex, multinational business, including engineering and other technical roles. We may not be successful in attracting, integrating, or retaining qualified personnel to fulfill our current or future needs. Also, to the extent we hire personnel from competitors, we may be subject to allegations that they have been improperly solicited, that they have divulged proprietary or other confidential information, or that their former employers own their inventions or other work product.
Previous wording
To execute our growth plan, we must attract and retain highly qualified personnel. Competition for these employees is intense, specifically for engineers for research and development, security experts, and support positions who are experienced in DevOps,
Current wording
To execute our growth plan, we must attract and retain highly qualified personnel. Competition for these employees is intense, specifically for engineers for research and development, security experts, and support positions, and such competition can result in increasing wages. Therefore, we may not be successful in attracting and retaining qualified personnel. We have from time to time in the past experienced, and we expect to continue to experience, difficulty in hiring and retaining highly skilled employees with appropriate qualifications. In addition, changes in U.S. immigration laws, regulations, policies, or their interpretation or implementation (including the availability, timing, or cost of work authorization such as H-1B visas) could make it more difficult or more expensive to hire and retain qualified personnel to work in the United States, which could adversely affect our business, financial condition, and results of operations.
Previous wording
Our recent hires and planned hires may not be as productive as we expect, and we may be unable to hire, integrate, or retain sufficient numbers of qualified individuals. Many of the companies with which we compete for experienced personnel have greater resources than we have, and due to our profile and market position, such competitors actively seek to hire skilled personnel away from us, even if such employees have entered into a non-compete agreement with us. Israeli labor courts have required employers seeking to enforce non-compete undertakings of a former employee to demonstrate that the competitive activities of the former employee will harm one of a limited number of material interests of the employer that have been recognized by the courts, such as the protection of a company’s trade secrets or other intellectual property. We may not be able to make such a demonstration.
Current wording
Our recent hires and planned hires may not be as productive as we expect, and we may face challenges in hiring, integrating, or retaining sufficient numbers of qualified individuals. Many of the companies with which we compete for experienced personnel have greater resources than we have, and due to our profile and market position, such competitors actively seek to hire skilled personnel away from us, even if such employees have entered into a non-compete agreement with us. Israeli labor courts have required employers seeking to enforce non-compete undertakings of a former employee to demonstrate that the competitive activities of the former employee will harm one of a limited number of material interests of the employer recognized by the courts, such as the protection of a company’s trade secrets or other intellectual property. We may not be able to make such a demonstration.
Previous wording
In addition, in making employment decisions, particularly in the internet, software, and high-technology industries, job candidates often consider the value of the total compensation that may include equity, bonus, commissions, and other benefits that they may receive in connection with their employment. Employees may be more likely to leave us if the shares they own or the shares underlying their equity incentive awards have significantly appreciated or significantly declined in value. Many of our employees may receive significant proceeds from sales of our equity in the public markets, which may reduce their motivation to continue to work for us and could lead to employee attrition. If we fail to attract new personnel, or fail to retain and motivate our current personnel, our business and growth prospects could be harmed.
Current wording
In addition, in making employment decisions, particularly in the internet, software, and high-technology industries, job candidates often consider the value of the total compensation that may include equity, bonus, commissions, and other benefits that they may receive in connection with their employment. Employees may be more likely to leave us if the trading price of our ordinary shares significantly appreciated or significantly declined in value. The resulting direct effect on the value of employee equity awards and perceived compensation, may adversely affect our ability to recruit and retain employees. If we fail to attract new personnel or fail to retain our current personnel, our business and growth prospects could be harmed.
Previous wording
We make a limited-functionality version of JFrog Artifactory that only supports Java-based packages, and also lacks other features required for organization-wide adoption by DevOps teams, available under an open source license, the Affero General Public License version 3.0 (“AGPL”). The AGPL grants licensees broad freedom to view, use, copy, modify, and redistribute the source code of this limited version of JFrog Artifactory. Anyone can download a free copy of this limited version of JFrog Artifactory from the Internet, and we neither know who all of our AGPL licensees are, nor have visibility into how JFrog Artifactory is being used by licensees, so our ability to detect violations of the open source license is extremely limited.
Current wording
We make a limited-functionality version of JFrog Artifactory that only supports Java-based packages, and also lacks other features required for organization-wide adoption by DevOps teams, available under an open source license, the Affero General Public License version 3.0 (“AGPL”). Anyone can download a free copy of this limited version of JFrog Artifactory from the Internet, and we neither know who all of our AGPL licensees are, nor have visibility into how JFrog Artifactory is being used by licensees, so our ability to detect violations of the open source license is extremely limited.
Previous wording
The AGPL has a “copyleft” requirement that further distribution of AGPL-licensed software and modifications or adaptations to that software be made available pursuant to the AGPL as well. This leads some commercial enterprises to consider AGPL-licensed software to be unsuitable for commercial use. However, the AGPL would not prevent a commercial licensee from taking this open source version of JFrog Artifactory under AGPL and using it for internal purposes for free. AGPL also would not prevent a commercial licensee from taking this open source version of JFrog Artifactory under AGPL and using it to compete in our markets by providing it for free.
Current wording
The AGPL has a “copyleft” requirement that further distribution of AGPL-licensed software and modifications or adaptations to that software be made available pursuant to the AGPL as well. This leads some commercial enterprises to consider AGPL-licensed software to be unsuitable for commercial use.
Previous wording
This competition can develop without the degree of overhead and lead time required by traditional proprietary software companies, due to the permissions allowed under AGPL. It is also possible for competitors to develop their own software based on our open source version of JFrog Artifactory. Although this software would also need to be made available for free under the AGPL, it could reduce the demand for our products and put pricing pressure on our subscriptions. We cannot guarantee that we will be able to compete successfully against current and future competitors, some of which may have greater resources than we have, or that competitive pressure or the availability of new open source software will not result in price reductions, reduced operating margins, and loss of market share, any one of which could harm our business, financial condition, results of operations, and cash flows.
Current wording
It is possible for competitors to develop their own software based on our open source version of JFrog Artifactory. Although this software would also need to be made available for free under the AGPL, it could reduce the demand for our products and put pricing pressure on our subscriptions. We cannot guarantee that we will be able to compete successfully against current and future competitors, some of which may have greater resources than we have, or that competitive pressure or the availability of new open source software will not result in price reductions, reduced operating margins, and loss of market share, any one of which could harm our business, financial condition, results of operations, and cash flows.
Previous wording
In addition, we have historically experienced seasonality in usage patterns by users of our SaaS subscriptions. We typically experience reduced usage by our customers during holiday periods, particularly at the end of the fourth quarter. As revenue from our SaaS subscriptions is recognized based upon usage, the changes in usage patterns may negatively affect revenues from our SaaS subscriptions and our results of operations.
Current wording
In addition, we have historically experienced seasonality in usage patterns by users of our SaaS subscriptions. We typically experience reduced usage by our customers during holiday periods, particularly at the end of the fourth quarter. As revenue from our SaaS subscriptions includes usage-based overage above minimum commitments, the changes in usage patterns may negatively affect revenues from our SaaS subscriptions and our results of operations.
Previous wording
Our products are inherently complex and, despite extensive testing and quality control, have in the past and may in the future contain defects or errors, especially when first introduced, or not perform as contemplated. These defects, security vulnerabilities, errors, or other performance failures could cause breach of contractual provisions, thereby exposing us to liabilities, termination of agreements, loss of customers or revenue, order cancellations, service terminations, damage to our reputation, or lack of market acceptance of our products. As the use of our products, including products that were recently acquired or developed, expands to more sensitive, secure, or mission critical uses by our customers, we may be subject to increased contractual liability, scrutiny, loss of revenue or customers, potential reputational risk, or potential liability should our products fail to perform as contemplated in such deployments. We have in the past and may in the future need to issue corrective releases of our products to fix these defects, errors, or performance failures, and develop processes and controls which could require us to allocate significant research and development and customer support resources to address these problems.
Current wording
Our products are inherently complex and, despite extensive testing and quality control, have in the past and may in the future contain defects or errors, or security vulnerabilities, especially when first introduced, or not perform as contemplated. These defects, security vulnerabilities, errors, or other performance failures could cause breach of contractual provisions, thereby exposing us to liabilities, termination of agreements, loss of customers or revenue, order cancellations, service terminations, damage to our reputation, or lack of market acceptance of our products. As the use of our products, including products that were recently acquired or developed, expands to more sensitive, secure, or mission critical uses by our customers, we may be subject to increased contractual liability, scrutiny, loss of revenue or customers, potential reputational risk, or potential liability should our products fail to perform as contemplated in such deployments. We have in the past and may in the future need to issue corrective releases of our products to fix these defects, errors, security vulnerabilities, or performance failures, and develop processes and controls which could require us to allocate significant research and development and customer support resources to address these problems.
Previous wording
Any limitation of liability provisions that may be contained in our customer, user, third-party vendor, service provider, and partner agreements may not be accepted by customers, users, third-party vendors, service providers, and partners, or enforceable or adequate or effective as a result of existing or future applicable law or unfavorable judicial decisions, and they may not function to limit our liability arising from regulatory enforcement. The sale and support of our products entail the risk of liability claims, which could be substantial in light of the use of our products in large scale and in enterprise-wide environments, depending on the nature of the limitation of liability provisions.
Current wording
Any limitation of liability provisions that may be contained in our customer, third-party vendor, service provider, and partner agreements may not be accepted by customers, third-party vendors, service providers, and partners, or enforceable or adequate or effective as a result of existing or future applicable law or unfavorable judicial decisions, and they may not function to limit our liability arising from regulatory enforcement. The sale and support of our products entail the risk of liability claims, which could be substantial in light of the use of our products in large scale and in enterprise-wide environments, depending on the nature of the limitation of liability provisions.
Previous wording
Our products are often operated in large scale, complex IT environments. Our customers and some partners require training and experience in the proper use of and the benefits that can be derived from our products to maximize their potential. If users of our products do not implement, use, or update our products correctly or as intended, then inadequate performance and/or security vulnerabilities may result. Because our customers rely on our products to manage a wide range of operations, the incorrect implementation, use of, or our customers’ failure to update, our products or our failure to train customers on how to use our products productively has in the past and may in the future result in customer dissatisfaction and negative publicity and may adversely affect our reputation and brand. Our failure to effectively provide training and implementation services to our customers could result in lost opportunities for follow-on sales to these customers and decrease subscriptions by new customers, which would adversely affect our business and growth prospects.
Current wording
Our products are often operated in large scale, complex IT environments. Our customers and some partners require training and experience in the proper use of and the benefits that can be derived from our products to maximize their potential. If users of our products do not implement, use, or update our products correctly or as intended, then inadequate performance and/or security vulnerabilities may result, and such customers may be at a higher risk of security incidents and breaches. Because our customers rely on our products to manage a wide range of operations, the incorrect implementation, use of, or our customers’ failure to update, our products or our failure to train customers on how to use our products productively has in the past and may in the future result in customer dissatisfaction and may adversely affect our reputation and brand. Our failure to effectively provide training and implementation services to our customers could result in lost opportunities for follow-on sales to these customers and decrease subscriptions by new customers, which would adversely affect our business and growth prospects.
Previous wording
We typically provide service-level commitments under our subscription agreements. If we fail to meet these or materially breach other contractual commitments, we could face liabilities or subscription termination with refunds of prepaid amounts, which would decrease our revenue and harm our business, financial condition, and results of operations.
Current wording
We provide service-level commitments under our subscription agreements. If we fail to meet these or materially breach other contractual commitments, we could face liabilities or subscription termination with refunds of prepaid amounts, which would decrease our revenue and harm our business, financial condition, and results of operations.
Previous wording
Our subscription agreements typically contain service-level commitments. If we are unable to meet the stated service-level commitments, including failure to meet the uptime and response time requirements under our customer subscription agreements, we may be contractually obligated to provide these customers with certain credits which could significantly affect our revenue in the periods in which the failure occurs and the credits are applied. We could also face subscription terminations and a reduction in renewals, which would significantly affect our future revenue. We offer multiple tiers of subscriptions to our products and as such our service-level commitments will increase if more customers choose subscriptions of JFrog Pro X, JFrog Enterprise X, and JFrog Enterprise Plus. Any service-level failures could also damage our reputation, which could also adversely affect our business, financial condition, and results of operations.
Current wording
Our cloud subscription agreements contain uptime commitments. If we are unable to meet the stated uptime commitments under our customer subscription agreements, we may be contractually obligated to provide these customers with certain credits which could significantly affect our revenue in the periods in which the failure occurs and the credits are applied. We could also face subscription terminations and a reduction in renewals, which would significantly affect our future revenue. As our cloud offering expands, any service-level failures could also damage our reputation, which could also adversely affect our business, financial condition, and results of operations.
Previous wording
As part of our business strategy, and to keep pace with technological and competitive developments, we may acquire or make investments in the acquisition of complementary businesses, technologies, services, products, and other assets that expand the products that we can offer our customers. We have in the past acquired, and expect in the future to acquire, businesses that we believe will complement or augment our existing business. For example, in July 2024, we acquired Qwak, a privately-held AI development platform company, and in 2021, we acquired both Vdoo Connected Trust Ltd. (“Vdoo”), a privately-held security company, and Upswift Ltd., a privately-held cloud-based platform company and creator of connected device management software for developers. The identification of suitable acquisition candidates is difficult, and we may not be able to complete such acquisitions on favorable terms, if at all. If we do complete future acquisitions, we may not ultimately strengthen our competitive position or achieve our goals and business strategy, we may be subject to claims or liabilities assumed from an acquired company, product, or technology, and any acquisitions we complete could be viewed negatively by our customers, investors, and securities analysts. In addition, if we are unsuccessful at integrating future acquisitions, including retaining employees of the acquired company, or the technologies associated with such acquisitions, the revenue and results of operations of the combined company could be adversely affected. Any integration process may require significant time and resources, which may disrupt our ongoing business and divert management’s attention, and we may not be able to manage the integration process successfully.
Current wording
As part of our business strategy, and to keep pace with technological and competitive developments, we may acquire or make investments in the acquisition of complementary businesses, technologies, services, products, and other assets that expand the products that we can offer our customers. We have in the past acquired, and expect in the future to acquire, businesses that we believe will complement or augment our existing business. For example, in July 2024, we acquired Qwak AI Ltd. (“Qwak”), a privately-held AI development platform company, and in 2021, we acquired both Vdoo Connected Trust Ltd. (“Vdoo”), a privately-held security company, and Upswift Ltd., a privately-held cloud-based platform company and creator of connected device management software for developers. The identification of suitable acquisition candidates is difficult, and we may not be able to complete such acquisitions on favorable terms, if at all. If we do complete future acquisitions, we may not ultimately strengthen our competitive position or achieve our goals and business strategy, we may be subject to claims or liabilities assumed from an acquired company, product, or technology, and any acquisitions we complete could be viewed negatively by our customers, investors, and securities analysts. In addition, if we are unsuccessful at integrating future acquisitions, including retaining employees of the acquired company, or the technologies associated with such acquisitions, the revenue and results of operations of the combined company could be adversely affected. Any integration process may require significant time and resources, which may disrupt our ongoing business and divert management’s attention, and we may not be able to manage the integration process successfully.
Previous wording
Sales to government entities are subject to a number of risks that are specific to public sector customers. Selling to government entities can be highly complex, competitive, and may have longer sales cycles, often requiring significant upfront time, expertise, and expense without any assurance that these efforts will generate a sale. Government certification requirements for products like ours may change, thereby restricting our ability to sell into the U.S. federal government, U.S. state governments, or non-U.S. government sectors until we have attained such revised certification or certifications. Government demand and payment for our products may be affected by public sector budgetary cycles and funding authorizations, with funding reductions or delays adversely affecting public sector demand for our products. Additionally, any actual or perceived privacy, data protection, or data security incident, or even any perceived defect with regard to our practices or measures in these areas, may negatively impact public sector demand for our products.
Current wording
Sales to government entities are subject to a number of risks that are specific to public sector customers. Selling to government entities can be highly complex, competitive, and may have longer sales cycles, often requiring significant upfront time, expertise, and expense without any assurance that these efforts will generate a sale. Government requirements for software like ours may change, thereby restricting our ability to sell into the U.S. federal government, U.S. state and local governments, or non-U.S. government entities, or non-U.S. government-controlled entities until we have complied with such requirements. Government demand and payment for our platform may be affected by public sector budgetary cycles and funding authorizations, with funding reductions or delays adversely affecting public sector demand for our platform. Additionally, any actual or perceived privacy, data protection, or data security incident, or even any perceived defect with regard to our practices or measures in these areas, may negatively impact public sector demand for our platform.
Previous wording
Additionally, we rely on certain partners to provide technical support services to certain of our government entity customers to resolve any issues relating to our products. If our partners do not effectively assist our government entity customers in deploying our products, succeed in helping our government entity customers quickly resolve post-deployment issues, or provide effective ongoing support, our ability to sell additional products to new and existing government entity customers would be adversely affected and our reputation could be damaged.
Current wording
Additionally, we rely on certain partners to provide technical support services to certain of our government entity customers to resolve any issues relating to our platform. If our partners do not effectively assist our government entity customers in deploying our platform, succeed in helping our government entity customers quickly resolve post-deployment issues, or provide effective ongoing support, our ability to expand and to sell to new and existing government entity customers would be adversely affected and our reputation could be damaged.
Previous wording
Government entities may have statutory, contractual, or other legal rights to terminate contracts with us for convenience or due to a default, and any such termination may adversely affect our future results of operations. Governments routinely investigate and audit government contractors’ administrative processes, and any unfavorable audit could result in the government refusing to continue buying our subscriptions, a reduction of revenue, or fines or civil or criminal liability if the audit uncovers improper or illegal activities, which could materially and adversely affect our results of operations.
Current wording
Government entities may have statutory, contractual, or other legal rights to terminate contracts with us for convenience or due to a default, and any such termination may adversely affect our future results of operations. Government entities may have statutory, contractual, or other legal rights that limit our ability to negotiate limitations of liability, or other provisions of the agreements that may shift more risk to us. Governments routinely investigate and audit government contractors’ administrative processes, and any unfavorable audit could result in the government refusing to continue buying our subscriptions, a reduction of revenue, or fines or civil or criminal liability if the audit uncovers improper or illegal activities, which could materially and adversely affect our results of operations.
Previous wording
We have deployed machine learning and AI technologies in our products and business, including developing new product features utilizing AI technologies. AI technology may become more important to our operations or to our future growth over time. We may fail to properly implement or market our AI products and business. Our products and systems may become targets for abuse powered by AI, and our support for MLOps may fall behind existing standards which are changing rapidly. Our competitors or other third parties may incorporate AI technology into their products, offerings, and solutions more quickly or more successfully than us, which could impair our ability to compete effectively and adversely affect our results of operations. Suppliers of the third-party AI models we use in our products and business could terminate their relationship with us, cease to make certain models available to us, or make certain models more expensive for us to use.
Current wording
We have deployed AI and ML technologies in our products and business, including developing new features utilizing AI technologies. AI technology may become more important to our operations or to our future growth over time. We may fail to properly implement or market our AI features and platform. Our platform and systems may become targets for abuse powered by AI, and our support for MLOps may fall behind existing demands which are changing rapidly. Additionally, with the introduction of new technologies, the evolution of AI, and new market entrants, we expect competition may intensify in the future. Our competitors or other third parties may incorporate AI technology into their products, offerings, and solutions more quickly or more successfully than us, which could impair our ability to compete effectively and adversely affect our results of operations. Suppliers of the third-party AI models we use in our platform and business could terminate their relationship with us, cease to make certain models available to us, or make certain models more expensive for us to use.
Previous wording
AI technology also may be the subject of new or modified legal and regulatory obligations. For example, the EU AI Act (the “AI Act”), entered into force on August 1, 2024 with some obligations, like those related to certain AI practices and AI literacy, effective February 2, 2025. Additional requirements will apply incrementally beginning August 2, 2025 and will place significant obligations on providers and users of AI. Under the AI Act, fines can reach up to €35 million or 7% of global income. The AI Act may impact the incorporation of AI technologies into our offerings and business in Europe. Other countries, including the U.S. at both the state and federal level, are increasingly looking to regulate AI. For example, several AI bills have been introduced in Congress and in state legislatures. We may not be able to anticipate how to respond to rapidly evolving legal frameworks, and we may have to expend resources to adjust our offerings in certain jurisdictions if the legal frameworks on AI and machine learning technologies are not consistent across jurisdictions. New laws, decisions, and guidance regarding AI technologies may limit our ability to use AI models, or require us to make changes to our operations or products, which would result in an increase to operating costs and hinder our ability to improve our products. Accordingly, it is not possible to predict all of the risks related to the use of AI and machine learning technologies that we may face, and changes in laws, rules, directives, and regulations governing the use of AI and machine learning technologies may adversely affect our ability to use or sell these technologies or subject us to legal liability.
Current wording
AI technology also may be the subject of new or modified legal and regulatory obligations. For example, the EU AI Act (the “AI Act”) entered into force on August 1, 2024, with obligations related to certain AI practices and AI literacy, effective February 2, 2025, and provisions pertaining to General Purpose AI Models, effective August 2, 2025. Under the AI Act, fines can reach up to €35 million or 7% of global income. The AI Act may impact the incorporation of AI technologies into our offerings and business in Europe. Other countries, including the U.S. at both the state and federal level, are increasingly looking to regulate AI, or have already done so. For example, several AI bills have been introduced in Congress and in state legislatures. We may not be able to anticipate how to respond to rapidly evolving legal frameworks, and we may have to expend resources to adjust our offerings in certain jurisdictions if the legal frameworks on AI and ML technologies are not consistent across jurisdictions. New laws, decisions, and guidance regarding AI technologies may limit our ability to use AI models, or require us to make changes to our operations or platform, which would result in an increase to operating costs and hinder our ability to improve our offering to our customers. Accordingly, it is not possible to predict all of the risks related to the use of AI and ML technologies that we may face, and changes in laws, rules, directives, and regulations governing the use of AI and ML technologies may adversely affect our ability to use or sell these technologies or subject us to legal liability. For instance, the European Commission’s Digital Omnibus Proposal, published in November 2025, includes proposed amendments to certain EU laws and regulations, including among other matters the AI Act. At this time, however, such proposed amendments remain in the EU legislative process.
Previous wording
Uncertainty regarding new and emerging AI technologies, such as agentic AI, generative AI, and advances in machine learning, may require us to incur costly additional expenses to research and integrate AI technologies into our future product offerings and our internal systems. Additionally, AI may create content that appears correct, but is factually inaccurate, biased, insufficient, poor quality, flawed, or contain other errors or inadequacies, any of which may not be easily detectable. AI and machine learning technologies have been known to produce false or hallucinatory inferences or outputs. Our use of AI technologies may expose us to additional claims, demands, and proceedings by private parties, customers, and regulatory authorities and subject us to legal liability as well as brand and reputational harm, confidentiality or security risks, competitive harm, ethical and social concerns, or other complications that could adversely affect our business, reputation, or financial results. If we do not have sufficient rights to use the output of such AI and machine learning tools, or other data or content on which the AI and machine learning tools we use rely, we also may incur liability by violation of applicable laws and regulations, third-party intellectual property or other rights, or contracts to which we are a party.
Current wording
Uncertainty regarding new and emerging AI technologies, such as agentic AI, generative AI, and advances in ML, may require us to incur costly additional expenses to research and integrate AI technologies into our future product offerings and our internal systems. Additionally, AI may create content that appears correct, but is factually inaccurate, biased, insufficient, poor quality, flawed, or contain other errors or inadequacies, any of which may not be easily detectable. AI and ML technologies have been known to produce false or hallucinatory inferences or outputs. Our use of AI technologies may expose us to additional claims, demands, and proceedings by private parties, customers, and regulatory authorities and subject us to legal liability as well as brand and reputational harm, confidentiality or security risks, competitive harm, ethical and social concerns, or other complications that could adversely affect our business, reputation, or financial results. If we do not have sufficient rights to use the output of such AI and ML tools, or other data or content on which the AI and ML tools we use rely, we also may incur liability by violation of applicable laws and regulations, third-party intellectual property or other rights, or contracts to which we are a party.
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Rearranged current paragraphs (4)
Current report — wording carried from elsewhere
a failure by us to continue capitalizing on growth opportunities,
Current report — wording carried from elsewhere
the imposition of tariffs and other non-tariff trade barriers, and
Current report — wording carried from elsewhere
If our growth rate declines, investors’ perceptions of our business and the market price of our ordinary shares could be adversely affected.
Current report — wording carried from elsewhere
A significant portion of our intellectual property has been developed by our employees in the course of their employment for us. Under the Israeli Patents Law, 5727-1967 (the “Patents Law”), inventions conceived by an employee in the course and as a result of or arising from his or her employment with a company are regarded as “service inventions,” which belong to the employer, absent a specific agreement between the employee and employer giving the employee service invention rights. The Patents Law also provides that if there is no such agreement between an employer and an employee, the Israeli Compensation and Royalties Committee (the “Committee”), a body constituted under the Patents Law, shall determine whether the employee is entitled to remuneration for his or her inventions. Case law clarifies that the right to receive consideration for “service inventions”
Rearranged previous paragraphs (1)
Previous report — wording carried elsewhere
Techniques used to sabotage or obtain unauthorized access to systems or networks are constantly evolving and, in some instances, are not identified until launched against a target. For example, AI technologies may be used in connection with certain cybersecurity attacks, resulting in heightened risks of security breaches and incidents. We and our vendors and service providers may be unable to anticipate these techniques, react, remediate, or otherwise address any security breach or other security incident in a timely manner, or implement adequate preventative measures. In addition, laws, regulations, government guidance, and industry standards and practices in the U.S. and elsewhere are rapidly evolving to combat these threats. We may face increased compliance burdens regarding such requirements with regulators and customers regarding our products and services and also incur additional costs for oversight and monitoring of our own supply chain.