Biggest changeYear Ended December 31, 2023 2022 2021 (in thousands) Statement of Operations Data: Revenues: Subscriptions $ 400,907 $ 366,144 $ 270,832 Maintenance and services 98,253 107,490 119,302 Total revenues 499,160 473,634 390,134 Cost of revenues 71,751 69,836 59,399 Gross profit 427,409 403,798 330,735 Operating expenses: Research and development 183,838 177,881 137,882 Sales and marketing 277,893 275,090 230,314 General and administrative 82,901 72,055 61,233 Total operating expenses 544,632 525,026 429,429 Operating loss (117,223) (121,228) (98,694) Financial income (expense), net 30,305 10,413 (12,145) Loss before income taxes (86,918) (110,815) (110,839) Income taxes (13,998) (13,703) (6,022) Net loss $ (100,916) $ (124,518) $ (116,861) 44 Year Ended December 31, 2023 2022 2021 (as a percentage of total revenues) Statement of Operations Data: Revenues: Subscriptions 80.3 % 77.3 % 69.4 % Maintenance and services 19.7 22.7 30.6 Total revenues 100.0 100.0 100.0 Cost of revenues 14.4 14.7 15.2 Gross profit 85.6 85.3 84.8 Operating expenses: Research and development 36.8 37.6 35.4 Sales and marketing 55.7 58.1 59.0 General and administrative 16.6 15.2 15.7 Total operating expenses 109.1 110.9 110.1 Operating loss (23.5) (25.6) (25.3) Financial income (expense), net 6.1 2.2 (3.1) Loss before income taxes (17.4) (23.4) (28.4) Income taxes (2.8) (2.9) (1.6) Net loss (20.2) % (26.3) % (30.0) % Comparison of Years Ended December 31, 2023 and 2022 Revenues Year Ended December 31, 2023 2022 % Change (in thousands) Revenues: Subscriptions $ 400,907 $ 366,144 9.5 % Maintenance and services 98,253 107,490 (8.6) % Total revenues $ 499,160 $ 473,634 5.4 % Year Ended December 31, 2023 2022 (as a percentage of total revenues) Revenues: Subscriptions 80.3 % 77.3 % Maintenance and services 19.7 % 22.7 % Total revenues 100.0 % 100.0 % 45 For the year ended December 31, 2023, our revenues increased 5% compared to the year ended December 31, 2022 despite the positive trend of increased SaaS mix and existing customer conversions to SaaS which cause headwinds due to accounting treatment differences in revenue recognition.
Biggest changeYear Ended December 31, 2024 2023 2022 (in thousands) Statement of Operations Data: Revenues: Term license subscriptions $ 254,241 $ 356,490 $ 363,898 SaaS 208,781 44,417 2,246 Maintenance and services 87,928 98,253 107,490 Total revenues 550,950 499,160 473,634 Cost of revenues 93,847 71,751 69,836 Gross profit 457,103 427,409 403,798 Operating expenses: Research and development 196,765 183,838 177,881 Sales and marketing 288,769 277,893 275,090 General and administrative 89,220 82,901 72,055 Total operating expenses 574,754 544,632 525,026 Operating loss (117,651) (117,223) (121,228) Financial income, net 34,644 30,305 10,413 Loss before income taxes (83,007) (86,918) (110,815) Income taxes (12,758) (13,998) (13,703) Net loss $ (95,765) $ (100,916) $ (124,518) 45 Year Ended December 31, 2024 2023 2022 (as a percentage of total revenues) Statement of Operations Data: Revenues: Term license subscriptions 46.1 % 71.4 % 76.8 % SaaS 37.9 8.9 0.5 Maintenance and services 16.0 19.7 22.7 Total revenues 100.0 100.0 100.0 Cost of revenues 17.0 14.4 14.7 Gross profit 83.0 85.6 85.3 Operating expenses: Research and development 35.8 36.8 37.6 Sales and marketing 52.4 55.7 58.1 General and administrative 16.2 16.6 15.2 Total operating expenses 104.4 109.1 110.9 Operating loss (21.4) (23.5) (25.6) Financial income, net 6.3 6.1 2.2 Loss before income taxes (15.1) (17.4) (23.4) Income taxes (2.3) (2.8) (2.9) Net loss (17.4) % (20.2) % (26.3) % Comparison of Years Ended December 31, 2024 and 2023 Revenues Year Ended December 31, 2024 2023 % Change (in thousands) Revenues: Term license subscriptions $ 254,241 $ 356,490 (28.7) % SaaS 208,781 44,417 370.0 % Maintenance and services 87,928 98,253 (10.5) % Total revenues $ 550,950 $ 499,160 10.4 % Year Ended December 31, 2024 2023 (as a percentage of total revenues) Revenues: Term license subscriptions 46.1 % 71.4 % SaaS 37.9 8.9 Maintenance and services 16.0 19.7 Total revenues 100.0 % 100.0 % 46 For the year ended December 31, 2024, our revenues increased 10% compared to the year ended December 31, 2023 despite increased SaaS sales and existing customer conversions to SaaS which cause variations due to accounting treatment differences in revenue recognition for sales within the respective periods.
Our customers span leading firms in the financial services, public, healthcare, industrial, insurance, technology, energy and utilities, consumer and retail, education and construction and engineering sectors. We believe our existing customer base serves as a strong source of incremental future revenues given our broad platform of products, their growing volumes and complexity of enterprise data and related security concerns.
Our customers span leading firms in the financial services, public, healthcare, industrial, insurance, energy and utilities, technology, consumer and retail, education and construction and engineering sectors. We believe our existing customer base serves as a strong source of future incremental revenues given our broad platform of products, their growing volumes and complexity of enterprise data and related security concerns.
Key Performance Indicators and Recent Business Highlights Annual Recurring Revenues Annual recurring revenues is a key performance indicator defined as the annualized value of active term-based subscription license contracts, SaaS contracts and maintenance contracts in effect at the end of that period.
Key Performance Indicators and Recent Business Highlights Annual Recurring Revenues Annual recurring revenues is a key performance indicator defined as the annualized value of active SaaS contracts, term-based subscription license contracts and maintenance contracts in effect at the end of that period.
Cost of Revenues, Gross Profit and Gross Margin Cost of revenues consist primarily of salaries (including payroll tax expense related to stock-based compensation), employee benefits (including commissions and bonuses) and stock-based compensation for our customer support, customer success and services employees; third-party hosting fees; amortization of acquired intangible assets; travel expenses; and allocated overhead costs for facilities, IT and depreciation.
Cost of Revenues, Gross Profit and Gross Margin Cost of revenues consist primarily of salaries (including payroll tax expense related to stock-based compensation), employee benefits (including commissions and bonuses) and stock-based compensation for our customer support, customer success, MDDR and services employees; third-party hosting fees; amortization of acquired intangible assets; travel expenses; and allocated overhead costs for facilities, IT and depreciation.
We recognize expenses related to these costs as they are incurred and expect that these costs will increase in absolute dollars as we continue to invest in our customer success and support teams, move to a SaaS delivery model and support the underlying programs that play a critical role in maintaining our high renewal rate.
We recognize expenses related to these costs as they are incurred and expect that these costs will increase in absolute dollars as we continue to invest in our customer success, support and MDDR teams, move to a SaaS delivery model and support the underlying programs that play a critical role in maintaining our high renewal rate.
While the expansion of our domestic operations is focused primarily on our underpenetrated territories, the expansion of our international operations depends in particular on our ability to hire, integrate and retain local sales personnel in these international markets, acquire new channel partners and implement an effective marketing strategy.
While the expansion of our domestic operations is focused primarily on our underpenetrated territories, the expansion of our international operations depends in particular on our ability to hire, integrate and retain local sales leadership and personnel in these international markets, acquire new channel partners and implement an effective marketing strategy.
Our expenses, which do not vary directly with revenues, and the seasonal pattern described above have an impact on the cost of revenues, research and development expenses, sales and marketing expenses and general and administrative expenses as a percentage of revenues in each calendar quarter during the year.
Our expenses, which do not vary directly with revenues, and the seasonal pattern described above have an impact on the cost of revenues, research and development expenses, sales and marketing expenses and general and administrative expenses as a percentage of revenues in 48 each calendar quarter during the year.
Revenue Recognition: We generate revenues primarily in the form of subscription licenses, SaaS revenues and maintenance and services fees. Subscription license revenues are sold on-premises and are comprised of time-based licenses whereby customers use our software (including support and unspecified upgrades and enhancements when and if they are available) for a specified period.
Revenue Recognition: We generate revenues primarily in the form of term license subscriptions, SaaS revenues and maintenance and services fees. Term license subscription revenues are sold on-premises and are comprised of time-based licenses whereby customers use our software (including support and unspecified upgrades and enhancements when and if they are available) for a specified period.
Consequently, we end the fourth quarter with our highest accounts receivable balance of any quarter which in turn generates the greatest amount of collections in the following quarter. In addition, there is negative sequential revenue in the first quarter, which results in a relatively lower amount collected during the second quarter.
Consequently, we end the fourth quarter with our highest accounts receivable balance of any quarter which in turn generates the greatest amount of collections in the following quarter. In addition, there is negative sequential sales in the first quarter, which results in a relatively lower amount collected during the second quarter.
We measure the renewal rate for our customers over a 12-month period, based on a dollar renewal rate for contracts expiring during that time period. Our renewal rate for each of the years ended December 31, 2023, 2022 and 2021 continued to be over 90%.
We measure the renewal rate for our customers over a 12-month period, based on a dollar renewal rate for contracts expiring during that time period. Our renewal rate for each of the years ended December 31, 2024, 2023 and 2022 continued to be over 90%.
The annualized value of contracts is a legal and contractual determination made by assessing the contractual terms with our customers. The annualized value of maintenance contracts is not determined by reference to historical revenues, deferred revenues or any other GAAP financial measure over any period.
The annualized value of contracts is a legal and contractual determination made by assessing the contractual terms with our customers. The annualized value of these contracts is not determined by reference to historical revenues, deferred revenues or any other GAAP financial measure over any period.
Our inability or failure to do so could harm our business, financial condition and results of operations. Comparison of Years Ended December 31, 2022 and 2021 For a comparison of our results of operations for the years ended December 31, 2022 and 2021, see “ Part II, Item 7.
Our inability or failure to do so could harm our business, financial condition and results of operations. Comparison of Years Ended December 31, 2023 and 2022 For a comparison of our results of operations for the years ended December 31, 2023 and 2022, see “ Part II, Item 7.
Overview Varonis is a leader in data security as, since we started operations in 2005, we recognized that an enterprise's capacity to create and share data far exceeded its capacity to protect it. We believed that rapid data growth combined with increasing information dependence would change the global economy and the risk profiles of corporations and governments.
Overview Varonis is a leader in data security as, since we started operations in 2005, we recognized that an enterprise's capacity to create and share data far exceeded its capacity to protect it. We believed that rapid data growth combined with increasing information dependence would change the global economy and the risk profiles of corporations and governmental agencies.
Recently Issued Accounting Pronouncements Not Yet Adopted 51 In November 2023, the Financial Accounting Standards Board (“FASB”) issued Accounting Standards Update (“ASU”) 2023-07, Segment Reporting (Topic 280), Improvements to Reportable Segment Disclosures to improve reportable segment disclosure requirements through enhanced disclosures about significant segment expenses on an interim and annual basis.
Recently Adopted Accounting Pronouncements In November 2023, the Financial Accounting Standards Board (“FASB”) issued Accounting Standards Update (“ASU”) 2023-07, Segment Reporting (Topic 280), Improvements to Reportable Segment Disclosures to improve reportable segment disclosure requirements through enhanced disclosures about significant segment expenses on an interim and annual basis.
For a discussion of our liquidity and capital resources and our cash flow activities for the fiscal year ended December 31, 2021, see “ Part II, Item 7.
For a discussion of our liquidity and capital resources and our cash flow activities for the fiscal year ended December 31, 2022, see “ Part II, Item 7.
This transition is driven by the increased importance of a data-centric approach to security and the demand for comprehensive protection in the face of heightened cyber risks, collaboration across multiple platforms, the adoption of generative AI tools and the necessity for compliance.
This transition is driven by the increased importance of an automated, data-centric approach to security and the demand for comprehensive protection in the face of heightened cyber risks, collaboration across multiple platforms, the adoption of generative AI tools and the necessity for compliance.
Enterprises now use many different combinations of on-premises and cloud data stores, SaaS applications and IaaS environments and this complexity requires a greater level of automated protection. We believe our offering provides comprehensive data coverage and our ability to address this demand will become key driver of our growth.
Enterprises now use many different combinations of on-premises and cloud data stores, SaaS applications and IaaS environments and this complexity requires a greater level of automated protection. We believe our offering provides comprehensive data coverage and our ability to address this demand has and will continue to be a key driver of our growth.
Management’s Discussion and Analysis of Financial Condition and Results of Operations ” of our Annual Report on Form 10-K for the year ended December 31, 2022, filed with the SEC on February 7, 2023, which comparative information is herein incorporated by reference.
Management’s Discussion and Analysis of Financial Condition and Results of Operations ” of our Annual Report on Form 10-K for the year ended December 31, 2023, filed with the SEC on February 6, 2024, which comparative information is herein incorporated by reference.
We are also focused on maintaining a high renewal rate by focusing on the quality and reliability of our customer service and support to ensure our customers receive value from our products and providing software upgrades and enhancements when and if they are available.
We are also focused on maintaining a high renewal rate by investing in the quality and reliability of our customer service and support teams to ensure our customers receive value from our products and providing software upgrades and enhancements when and if they are available.
Operating Activities Our operating activities are driven by sales of our products less costs and expenses, primarily payroll and related expenses, and adjusted for certain non-cash items, mainly depreciation and amortization, stock-based compensation, amortization of deferred commissions, noncash operating lease costs, amortization of debt discount and issuance costs and amortization of premium and accretion of discount on marketable securities, and changes in operating assets and liabilities.
Operating Activities Our operating activities are driven by sales of our products less costs and expenses, primarily payroll and related expenses, and adjusted for certain non-cash items, mainly depreciation and amortization, stock-based compensation, amortization of deferred commissions, non-cash operating lease costs, amortization of debt issuance costs, amortization of premium and accretion of discount on marketable securities, acquired in-process research and development costs, and changes in operating assets and liabilities.
Management’s Discussion and Analysis of Financial Condition and Results of Operations ” of our Annual Report on Form 10-K for the year ended December 31, 2022, filed with the SEC on February 7, 2023, which discussion is herein incorporated by reference.
Management’s Discussion and Analysis of Financial Condition and Results of Operations ” of our Annual Report on Form 10-K for the year ended December 31, 2023, filed with the SEC on February 6, 2024, which discussion is herein incorporated by reference.
The benefits of SaaS delivery are widely established for both customers and providers, and we believe this evolution of a SaaS delivery option for the Varonis Data Security Platform will be transformational.
The benefits of SaaS delivery are widely established for both customers and providers, and we believe this evolution of a SaaS delivery option for the Varonis Data Security Platform is transformational.
Our customers span a broad array of industries and are located in over 90 countries.
Our customers span a broad array of industries and are located in over 95 countries.
Since inception, we have continued to scale our business and execute on strategic initiatives which we believe have positioned us for durable long-term growth. During 2023, we have continued to grow our revenues despite revenue recognition accounting treatment headwinds associated with the increase in SaaS mix and existing customer conversions to SaaS.
Since inception, we have continued to scale our business and execute on strategic initiatives which we believe have positioned us for durable long-term growth. During 2024, we have continued to grow our revenues despite revenue recognition accounting treatment variations associated with the increase in SaaS sales and existing customer conversions to SaaS.
Conversions from a license sold on-premises to our SaaS offering are accounted for on a pro-rata prospective basis. Due to the transition to a predominately SaaS business model, the timing of renewals and renewal rates, we could produce significant variation in the revenues we recognize in a given period. Maintenance and Services Revenues.
Conversions from a license sold on-premises to our SaaS offering during the original subscription period are accounted for on a prospective basis. Due to the transition to a SaaS business model, the timing of renewals and renewal rates, we could produce significant variation in the revenues we recognize in a given period. Maintenance and Services Revenues.
Research and development expenses primarily consist of personnel costs attributable to our research and development personnel, as well as allocated overhead costs. We expense research and development costs as incurred.
Research and development expenses primarily consist of personnel costs attributable to our research and development personnel, as well as allocated overhead costs and acquired in-process research and development. We expense research and development costs as incurred.
While our products serve customers of all sizes, across industries and across geographies, the marketing focus and majority of our sales focus is on targeting organizations with 1,000 users or more who can make larger initial purchases with us and, over time, have a greater potential lifetime value.
While our products serve customers of all sizes, across industries and across geographies, the marketing focus and majority of our sales focus is on targeting larger organizations who can make sizable initial purchases with us and, over time, have a greater potential lifetime value.
The number of performance stock units earned and eligible to vest are generally determined after a one-year performance period, based on achievement of certain Company financial performance measures and the recipient’s continued service.
In addition, we grant performance stock units to certain employees. The number of performance stock units earned and eligible to vest are generally determined after a one-year performance period, based on achievement of certain Company financial performance measures and the recipient’s continued service.
In the second half of 2021, we launched our first SaaS offering, introducing new products and support for several cloud applications and infrastructure. On October 31, 2022 we announced the availability of our flagship Varonis Data Security Platform as a SaaS, which was previously only sold as a self-hosted solution.
In the second half of 2021, we launched our first SaaS offering, introducing new products and support for cloud infrastructure environments and applications. At the end of 2022, we announced the availability of our flagship Varonis Data Security Platform as a SaaS, which was previously only sold as a self-hosted solution.
Conversely, the fourth quarter typically results in the highest gross margin as our fourth quarter revenues have historically been the highest for the year. As we transition to a predominately SaaS-based company, we expect this seasonality to decrease due to differences in the revenue recognition accounting treatment.
Conversely, the fourth quarter typically results in the highest gross margin as our fourth quarter revenues have historically been the highest for the year. As we complete the transition to a SaaS delivery model, we expect this seasonality to decrease due to differences in the revenue recognition accounting treatment.
Over the last two years, the Company began to offer SaaS solutions to its customers, including its (i) flagship Data Security Platform as a SaaS that was previously only sold as a self-hosted solution, (ii) DatAdvantage Cloud hosted solution and (iii) Data Classification Cloud.
Over the last three years, the Company began to offer SaaS solutions to its customers, including its (i) flagship Data Security Platform as a SaaS that was previously only sold as a self-hosted solution and (ii) DatAdvantage Cloud product lines.
For 2023, cash provided by operating activities were $59.4 million. We have observed two seasonal patterns that impact our net cash provided by operating activities. First, a majority of our sales are made during the last three weeks of the quarter. Second, the highest dollar amount of sales of our products and services occurs in the fourth quarter.
For 2024, cash inflows from our operating activities were $115.2 million. We have observed two seasonal patterns that impact our net cash provided by operating activities. First, a majority of our sales are made during the last three weeks of the quarter. Second, the highest dollar amount of sales of our products and services occurs in the fourth quarter.
Subscription license contracts, SaaS contracts and maintenance contracts are annualized by dividing the total contract value by the number of days in the term and multiplying the result by 365. As of December 31, 2023, 2022 and 2021, ARR was $543.0 million, $465.1 million and $387.1 million, respectively, an increase of 17% and 20% period over period.
SaaS contracts, term-based subscription license contracts and maintenance contracts are annualized by dividing the total contract value by the number of days in the term and multiplying the result by 365. As of December 31, 2024, 2023 and 2022, ARR was $641.9 million, $543.0 million and $465.1 million, respectively, an increase of 18% and 17% period over period, respectively.
During 2023, net cash used in investing activities of $143.1 million was primarily attributable to net investments of $216.6 million in marketable securities and $5.1 million in capital expenditures to support our growth during the period including hardware, software, office equipment and leasehold improvements mainly in connection with existing office space.
This was partially offset by net proceeds of $10.5 million in deposits. During 2023, net cash used in investing activities of $143.1 million was primarily attributable to net investments of $216.6 million in marketable securities and $5.1 million in capital expenditures to support our growth including hardware, software, office equipment and leasehold improvements mainly in connection with existing office space.
Additionally, despite the revenue recognition headwinds from the accounting treatment associated with the positive trend of our increase in SaaS mix and existing customer conversions to SaaS, total revenues still grew approximately 5% for the year ended December 31, 2023 compared with the year ended December 31, 2022.
Additionally, despite the revenue recognition variations from the accounting treatment associated with the positive trend of our increase in SaaS sales and existing customer conversions to SaaS, total revenues still grew approximately 10% for the year ended December 31, 2024 compared with the year ended December 31, 2023.
For the years ended December 31, 2023, 2022 and 2021, we had operating losses $117.2 million, $121.2 million and $98.7 million and net losses of $100.9 million, $124.5 million and $116.9 million, respectively.
For the years ended December 31, 2024, 2023 and 2022, we had operating losses of $117.7 million, $117.2 million and $121.2 million and net losses of $95.8 million, $100.9 million and $124.5 million, respectively.
The increase in general and administrative expenses was primarily related to an increase of $10.9 million in salaries and benefits and stock-based compensation expense primarily due to increased headcount to support the overall growth of our business.
The increase in general and administrative expenses was primarily related to an increase of $4.9 million in salaries and benefits and stock-based compensation expense primarily due to increased headcount to support the overall growth of our business and an increase of $0.5 million in facilities and allocated overhead costs.
Financing Activities In 2023, net cash used in financing activities of $53.4 million was attributable to $43.5 million of repurchases of common stock and $21.4 million in taxes paid related to net share settlement of equity awards, partially offset by $11.5 million of proceeds from employee stock plans.
In 2023, net cash used in financing activities of $53.4 million was attributable to $43.5 million of repurchases of common stock and $21.4 million in taxes paid related to net share settlement of equity awards, partially offset by $11.5 million of proceeds from employee stock plans. Convertible Notes On September 10, 2024, we issued the 2029 Notes.
Maintenance and services primarily consist of fees for maintenance of past perpetual license sales (including support and unspecified upgrades and enhancements when and if they are available) and to a lesser extent professional services, which focus on both operationalizing the software and training our customers to fully leverage the use of our products, although the user can benefit from the software without our assistance.
Maintenance and services primarily consist of fees for maintenance of past perpetual license sales (including support and unspecified upgrades and enhancements when and if they are available) and to a lesser extent professional services, although the user can benefit from the software without our assistance.
The Transition to a SaaS Delivery Model In response to the evolving needs of our customers and the growing threat landscape, we have begun our strategic transition to a SaaS delivery model.
The Transition to a SaaS Delivery Model In response to the evolving needs of our customers and the growing threat landscape, we are strategically transitioning to a SaaS delivery model.
Additional sources of cash inflows were from changes in our working capital, including a $5.3 million increase in deferred revenues, a $1.4 million increase in other long-term liabilities and a $0.5 million decrease in other long-term assets.
Additional sources of cash inflows were from changes in our working capital, including a $110.4 million increase in deferred revenues, a $17.3 million increase in accrued expenses and other liabilities, a $3.6 million increase in trade payables, a $0.3 million decrease in other long-term assets and a $0.3 million increase in other long-term liabilities.
Instability in the Middle East Due to the war that began on October 7, 2023, a portion of our employees in Israel have been called to active reserve duty and additional employees may be called in the future, if needed. The Company has a business continuity plan and will remain aware and responsive to the evolving situation.
Instability in the Middle East Due to the war that began on October 7, 2023, a portion of our employees in Israel have been called to active reserve duty and additional employees may be called in the future, if needed.
Subscription licenses are sold on-premises and are recognized at the point in time when the software license has been delivered and the benefit of the asset has transferred. Maintenance associated with subscription licenses is recognized ratably over the term of the agreement.
Term license subscription software sold on-premises is recognized at the point in time when the software license has been delivered and the benefit of the asset has transferred.
We will continue our focus on targeting 40 organizations with 1,000 users or more who can make larger purchases with us initially and over time.
We will continue our focus on targeting larger organizations who can make sizable purchases with us initially and over time.
Off-Balance Sheet Arrangements As of December 31, 2023, we did not have any off-balance sheet arrangements. Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with generally accepted accounting principles in the United States.
We expect to fund these obligations with cash flows from operations and cash on our balance sheet. Off-Balance Sheet Arrangements As of December 31, 2024, we did not have any off-balance sheet arrangements. Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with generally accepted accounting principles in the United States.
All disclosure requirements of ASU 2023-07 are required for entities with a single reportable segment. ASU 2023-07 is effective for fiscal years beginning after December 15, 2023, and interim periods for the fiscal years beginning after December 15, 2024, and should be applied on a retrospective basis to all periods presented. Early adoption is permitted.
All disclosure requirements of ASU 2023-07 are required for entities with a single reportable segment. ASU 2023-07 is effective for fiscal years beginning after December 15, 2023, and interim periods for the fiscal years beginning after December 15, 2024.
The term of the maintenance contract is usually one year. Renewals of maintenance contracts create new performance obligations that are satisfied over the new term with the revenues recognized ratably over the contract period. Revenues from professional services consist mostly of time and material services.
Renewals of maintenance contracts create new performance obligations that are satisfied over the new term with the revenues recognized ratably over the contract period. Revenues from professional services consist mostly of time and material services. The performance obligations are satisfied, and revenues are recognized, when the services are provided or once the service term has expired.
We recognize share-based compensation expense for the performance stock units on a straight-line basis over the requisite service period for each separately vesting portion of the award when it is probable that the performance conditions will be achieved.
We recognize stock-based compensation expense for performance stock units using the graded vesting method over the requisite service period for each separately-vesting tranche of the award when it is probable that the performance conditions will be achieved.
We believe that our existing cash and cash equivalents, short-term marketable securities, short-term deposits and cash flow from operations will be sufficient to fund our operations and capital expenditures for at least the next 12 months.
We believe that our existing cash and cash equivalents, short-term marketable securities, short-term deposits and cash flow from operations will be sufficient to fund our operations and capital expenditures for at least the next 12 months. Additionally, as of December 31, 2024, we held $658.9 million in long-term marketable securities.
Contract Costs: We pay sales commissions to sales and marketing and certain management personnel based on their attainment of certain predetermined sales goals. Sales commissions earned by employees are considered incremental and recoverable costs of obtaining a contract with a customer.
For information regarding disaggregated revenues, refer to Note 13 to our consolidated financial statements. Contract Costs: We pay sales commissions to sales and marketing and certain management personnel based on their attainment of certain predetermined sales goals. Sales commissions earned by employees are considered incremental and recoverable costs of obtaining a contract with a customer.
Aggregate minimum rental commitments under non-cancelable leases as of December 31, 2023 for the upcoming years were as follows: Payments Due by Period 2024 2025 2026 2027 2028 Thereafter Total (in thousands) Operating lease obligations $ 11,839 $ 11,276 $ 9,956 $ 9,844 $ 9,791 $ 14,057 $ 66,763 49 We have obligations related to unrecognized tax benefit liabilities totaling $23.7 million and others related to severance pay, which have been excluded from the table above as we do not believe it is practicable to make reliable estimates of the periods in which payments for these obligations will be made.
Aggregate minimum rental commitments under non-cancelable leases as of December 31, 2024 for the upcoming years were as follows: Payments Due by Period 2025 2026 2027 2028 2029 Thereafter Total (in thousands) Operating lease obligations $ 12,305 $ 12,029 $ 12,084 $ 12,088 $ 8,015 $ 10,012 $ 66,533 50 We have obligations related to unrecognized tax benefit liabilities totaling $33.3 million and others related to severance pay, which have been excluded from the table above as we do not believe it is practicable to make reliable estimates of the periods in which payments for these obligations will be made.
General and administrative expenses primarily consist of personnel and facility-related costs for our executive, finance, legal, human resources and administrative personnel. Other expenses are comprised of legal, accounting and other consultant fees and other corporate expenses and allocated overhead. We expect that general and administrative expenses will increase in absolute dollars as we expand our operations.
General and administrative expenses primarily consist of personnel and facility-related costs for our executive, finance, legal, human resources and administrative personnel. Other expenses are comprised of legal, accounting and other consultant fees and other corporate expenses and allocated overhead.
As of December 31, 2023, SaaS as a percentage of total ARR was approximately 23% and we expect this percentage to increase as we continue the transition to a SaaS delivery model. Remaining Performance Obligations Remaining performance obligations ("RPO") represent contracted revenues that have not yet been recognized, which includes deferred revenues and non-cancelable amounts that will be invoiced.
Remaining Performance Obligations Remaining performance obligations ("RPO") represent contracted revenues that have not yet been recognized, which includes deferred revenues and non-cancelable amounts that will be invoiced in the future. Our RPO was $729.7 million as of December 31, 2024. We expect RPO to increase in absolute dollars as we continue to transition to a SaaS delivery model.
Our product offering currently contains coverage for more than 40 of the most critical on-premises and cloud data stores and applications and our renewal rate continued to be over 90% for the year ended December 31, 2023.
Our product offering 41 currently contains coverage for most mission-critical cloud and on-premises data stores and cloud infrastructure environments, and many critical SaaS applications. Our renewal rate continued to be over 90% for the year ended December 31, 2024.
Income Taxes Year Ended December 31, 2023 2022 % Change (in thousands) Income taxes $ (13,998) $ (13,703) (2.2) % Income taxes for the year ended December 31, 2023, including the increase in income taxes, were comprised of foreign and U.S. income taxes.
Income Taxes Year Ended December 31, 2024 2023 % Change (in thousands) Income taxes $ (12,758) $ (13,998) (8.9) % Income taxes for the year ended December 31, 2024, including the decrease in income taxes, were comprised of foreign and U.S. income taxes.
During 2022, net cash used in investing activities of $374.3 million was primarily attributable to net investments of $236.3 million in marketable securities, $126.6 million in net deposits and $11.4 million in capital expenditures to support our growth during the period including hardware, software, office equipment and leasehold improvements mainly in connection with existing office space.
During 2024, net cash used in investing activities of $532.3 million was primarily attributable to net investments of $529.4 million in marketable securities, $6.7 million for in-process research and development and $6.7 million in capital expenditures to support our growth including hardware, office equipment and leasehold improvements mainly in connection with existing office space.
Each of these products allow customers to use hosted software, and the related revenue from these products is recognized ratably over the associated contract period. Over the next several years, we expect SaaS revenues to grow considerably and become the primary driver of our revenues.
Each of these products allow customers to use hosted software, and the related revenue from these products is recognized ratably over the associated contract period. We expect SaaS revenues to continue to grow considerably and become the primary driver of our revenues in 2025, which is when we believe our transition to a SaaS delivery model will be complete.
Financial Income, Net Year Ended December 31, 2023 2022 % Change (in thousands) Financial income, net $ 30,305 $ 10,413 191.0 % The increase in financial income, net was primarily due to higher interest income, partially offset by less foreign currency gains.
Financial Income, Net Year Ended December 31, 2024 2023 % Change (in thousands) Financial income, net $ 34,644 $ 30,305 14.3 % The increase in financial income, net was primarily due to higher interest income, partially offset by foreign currency losses.
During this transition, we expect our revenues to be negatively impacted due to revenue recognition accounting treatment headwinds associated with the increase in SaaS sales and existing customer conversions to SaaS. These revenue headwinds will be dependent on the pace of the transition.
During this transition, we expect our revenues to be negatively impacted due to revenue recognition accounting treatment variations associated with the increase in SaaS sales and existing customer conversions to SaaS. We expect these revenue variations to persist throughout the transition to a SaaS delivery model, which we believe will be complete by the end of 2025.
Due to differences in the revenue recognition accounting treatment, an increase in SaaS mix and existing customer conversions to SaaS produce revenue headwinds which may cause significant variation in the reported revenues for a given period compared to the same period in the previous year.
Due to differences in the revenue recognition accounting treatment, the transition to a SaaS delivery model may cause significant variation in the reported revenues for a given period compared to the same period in the previous year.
The amendments in this ASU are required to be adopted for fiscal years beginning after December 15, 2024. Early adoption is permitted and the amendments should be applied on a prospective basis. We are currently evaluating the effect of adopting the ASU on our disclosures.
Further, the ASU requires certain disclosures of state versus federal income tax expense and taxes paid. The amendments in this ASU are required to be adopted for fiscal years beginning after December 15, 2024. Early adoption is permitted and the amendments should be applied on a prospective basis.
Foreign exchange gains or losses relate to our business activities in foreign countries with different operational reporting currencies. As a result of our business activities in foreign countries, we expect that foreign exchange gains or losses will continue to occur due to fluctuations in exchange rates in the countries where we do business.
As a result of our business activities in foreign countries, we expect that foreign exchange gains or losses will continue to occur due to fluctuations in exchange rates in the countries where we do business. Amortization of debt issuance costs relate to the Notes we issued in May 2020 and September 2024.
Year Ended December 31, 2023 2022 (in thousands) Net cash provided by operating activities $ 59,416 $ 11,871 Net cash used in investing activities (143,076) (374,251) Net cash used in financing activities (53,400) (75,581) Decrease in cash and cash equivalents $ (137,060) $ (437,961) On December 31, 2023, our cash and cash equivalents, short-term marketable securities and short-term deposits of $533.7 million were held for working capital purposes.
Year Ended December 31, 2024 2023 (in thousands) Net cash provided by operating activities $ 115,200 $ 59,416 Net cash used in investing activities (532,255) (143,076) Net cash provided by (used in) financing activities 371,900 (53,400) Decrease in cash and cash equivalents $ (45,155) $ (137,060) As of December 31, 2024, our cash and cash equivalents, short-term marketable securities and short-term deposits of $568.4 million were held for working capital purposes.
This was partially offset by a $28.2 million 48 increase in prepaid expenses and other current assets (including deferred commissions) and a $18.8 million increase in accounts receivable. Our DSO for the three months and year ended December 31, 2022 was 79 and 70, respectively.
This was partially offset by a $75.0 million increase in prepaid expenses and other short-term assets (including deferred commissions) and a $33.1 million increase in accounts receivable. Our DSO for the three months and year ended December 31, 2023 was 82 and 72, respectively.
Convertible Notes On May 11, 2020, we issued $253.0 million aggregate principal amount of the 2025 Notes. The net proceeds from the offering, after deducting initial purchaser discount and issuance costs, were approximately $245.2 million. In connection with the issuance of the 2025 Notes, we entered into the Capped Call Transactions.
The net proceeds from the offering, after deducting issuance costs, were approximately $449.6 million. In connection with the issuance of the 2029 Notes, we used $55.5 million of the net proceeds to enter into Capped Call Transactions. On May 11, 2020, we issued the 2025 Notes. The net proceeds from the offering, after deducting issuance costs, were approximately $245.2 million.
Financial Income (Expenses), Net Financial income (expenses), net consists primarily of interest income, foreign exchange gains or losses, amortization of debt discount and issuance costs and interest expense. Interest income represents interest received on our cash, cash equivalents, marketable securities, deposits and amortization of premiums and accretion of discounts related to our investment in available for sale marketable securities.
Interest income represents interest received on our cash, cash equivalents, marketable securities, deposits and amortization of premiums and accretion of discounts related to our investment in available for sale marketable securities. Foreign exchange gains or losses relate to our business activities in foreign countries with different operational reporting currencies.
The anticipated decrease in maintenance and services revenues was due to churn and the conversion of existing customers to subscription licenses despite our renewal rate continuing to be over 90% for each of the years ended December 31, 2023 and 2022, as well as newer solutions providing remediation in more automated ways, requiring less professional services.
The anticipated decrease in maintenance and services revenues was due to churn and the conversion of existing customers to SaaS despite our renewal rate continuing to be over 90% for each of the years ended December 31, 2024 and 2023. We continue to expect less associated maintenance and services revenues in the future.
The increase is also due to a $2.1 million increase in third-party hosting costs associated with our transition to a SaaS delivery model and a $1.3 million increase in facilities and allocated overhead costs. 46 The increase in sales and marketing expenses was primarily related to a $3.3 million increase in third-party hosting costs associated with our transition to a SaaS delivery model and a $1.5 million increase related to general sales and marketing expenses, including increased travel and marketing events.
The increase in sales and marketing expenses was primarily related to an increase of $9.7 million in general sales and marketing expenses, including increased travel, marketing events and third-party hosting costs associated with our transition to a SaaS delivery model and a $1.8 million increase in salaries and benefits and stock-based compensation expense primarily due to increased headcount.
For the year ended December 31, 2023, approximately 75% of our revenues were derived from North America, while approximately 22% of our revenues were derived from EMEA and approximately 3% from ROW.
For the year ended December 31, 2024, approximately 73% of our revenues were derived from the United States, while approximately 21% of our revenues were derived from EMEA and approximately 6% from ROW.
Our days’ sales outstanding (“DSO”) for the three months and year ended December 31, 2023 was 82 and 72, respectively. Other sources of cash outflows were from a $5.3 million decrease in accrued expenses and other liabilities, a $2.3 million decrease in trade payables and a $0.6 million decrease in other long-term assets.
Other sources of cash outflows were from a $5.3 million decrease in accrued expenses and other liabilities, a $2.3 million decrease in trade payables and a $0.6 million decrease in other long-term assets.
Amortization of debt discount and issuance costs relate to the 2025 Notes we issued in May 2020. Interest expense consists of the contractual interest expenses associated with the 2025 Notes. 43 Income Taxes We operate in several tax jurisdictions and are subject to taxes in each country or jurisdiction in which we conduct business.
Interest expense consists of the contractual interest expenses associated with the Notes. Income Taxes We operate in the U.S. and in foreign jurisdictions and are subject to taxes in each country or jurisdiction in which we conduct business. Earnings from our non-U.S. activities are subject to local country income tax and may be subject to U.S. income tax.
Our SaaS offerings allow customers to use hosted software, and our revenue is recognized ratably over the associated contract period. Conversions from a license sold on-premises to our SaaS offering are accounted for on a pro-rata prospective basis. We recognize revenues from maintenance agreements ratably over the term of the underlying maintenance contract.
Conversions from a license sold on-premises to the Company’s SaaS offering during the original subscription period are accounted for on a prospective basis. 51 We recognize revenues from maintenance agreements ratably over the term of the underlying maintenance contract. The term of the maintenance contract is usually one year.
ARR is not a forecast 41 of future revenues and can be impacted by contract start and end dates and renewal rates. We expect ARR to continue to increase in absolute dollars. Transition to SaaS Delivery Model and SaaS as a Percentage of ARR Over the last two years, we have strategically expanded our offering to include SaaS solutions.
ARR 42 is not a forecast of future revenues and can be impacted by contract start and end dates and renewal rates. We expect ARR to continue to increase in absolute dollars.
For the years ended December 31, 2023, 2022 and 2021, our subscription revenues were $400.9 million, $366.1 million and $270.8 million, respectively. For the years ended December 31, 2023, 2022 and 2021, our total revenues were $499.2 million, $473.6 million and $390.1 million, respectively.
For the years ended December 31, 2024, 2023 and 2022, SaaS revenues were $208.8 million, $44.4 million and $2.2 million, respectively. For the years ended December 31, 2024, 2023 and 2022, our total revenues were $551.0 million, $499.2 million and $473.6 million, respectively.
Our income tax provision could be significantly impacted by estimates surrounding our uncertain tax positions and changes to our valuation allowance in future periods. We reevaluate the judgments surrounding our estimates and make adjustments as appropriate each reporting period. In addition, we are subject to the regular examinations of our income tax returns by different tax authorities.
We reevaluate the judgments surrounding our estimates and make adjustments as appropriate each reporting period. In addition, we are subject to the regular examinations of our income tax returns by different tax authorities. We regularly assess the likelihood of adverse outcomes resulting from these examinations to determine the adequacy of our provision for income taxes.
These seasonal trends also impact our operating loss because the majority of our expenses are relatively fixed in the short-term. For 2023, sources of cash inflows were $73.8 million, which included our net loss of $100.9 million, offset by non-cash charges of $174.7 million.
These seasonal trends also impact our operating loss because the majority of our expenses are relatively fixed in the short-term. For 2024, cash inflows were $102.1 million from our net loss excluding non-cash and acquired in-process research and development charges.
As a result, we have not experienced significant seasonal fluctuations in the timing of expenses from period to period. Liquidity and Capital Resources The following table shows our liquidity and capital resources and our cash flows from operating activities, investing activities and financing activities for the years ended December 31, 2023 and 2022.
Liquidity and Capital Resources The following table shows our liquidity and capital resources and our cash flows from operating activities, investing activities and financing activities for the years ended December 31, 2024 and 2023.
Earnings from our non-U.S. activities are subject to local country income tax and may be subject to U.S. income tax. Because of our history of operating losses, we have established a full valuation allowance against potential future benefits for deferred tax assets, including loss carryforwards.
Because of our history of operating losses, we have established a full valuation allowance against potential future benefits for deferred tax assets, including loss carryforwards. Our income tax provision could be significantly impacted by estimates surrounding our uncertain tax positions and changes to our valuation allowance in future periods.
The ASU requires that an entity disclose specific categories in the effective tax rate reconciliation as well as provide additional information for reconciling items that meet a quantitative threshold. Further, the ASU requires certain disclosures of state versus federal income tax expense and taxes paid.
Recently Issued Accounting Pronouncements Not Yet Adopted In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740) - Improvements to Income Tax Disclosures . The ASU requires that an entity disclose specific categories in the effective tax rate reconciliation as well as provide additional information for reconciling items that meet a quantitative threshold.
Additional sources of cash inflows were from changes in our working capital, including a $69.9 million increase in deferred revenues and a $0.5 million increase in other long-term liabilities. This was partially offset by a $43.4 million increase in prepaid expenses and other current assets (including deferred commissions) and a $33.1 million increase in accounts receivable.
Sources of cash inflows were $105.3 million, which included our net loss of $100.9 million, offset by non-cash charges of $206.2 million. Additional sources of cash inflows were from changes in our working capital, including a $69.9 million increase in deferred revenues and a $0.5 million increase in other long-term liabilities.