Biggest changeWe expect to maintain this full valuation allowance for the foreseeable future as it is more likely than not that some or all of those deferred tax assets may not be realized based on our history of losses. 70 Table of Contents Results of Operations The following tables set forth our results of operations for the periods presented in dollars and as a percentage of our revenue: Year Ended July 31, 2024 2023 2022 (in thousands) Revenue $ 2,167,771 $ 1,616,952 $ 1,090,946 Cost of revenue (1)(2) 477,129 362,832 242,282 Gross profit 1,690,642 1,254,120 848,664 Operating expenses: Sales and marketing (1)(2) 1,100,239 953,864 735,219 Research and development (1)(2) 499,828 349,735 289,139 General and administrative (1) 212,052 177,544 151,735 Restructuring and other charges (1) — 7,600 — Total operating expenses 1,812,119 1,488,743 1,176,093 Loss from operations (121,477) (234,623) (327,429) Interest income 109,130 60,462 4,586 Interest expense (3)(5) (13,132) (6,541) (56,579) Other expense, net (3,750) (1,862) (4,208) Loss before income taxes (29,229) (182,564) (383,630) Provision for income taxes (4) 28,477 19,771 6,648 Net loss $ (57,706) $ (202,335) $ (390,278) (1) Includes stock-based compensation expense and related payroll taxes as follows: Cost of revenue $ 52,766 $ 40,297 $ 25,292 Sales and marketing 230,597 222,280 202,211 Research and development 186,107 121,151 123,422 General and administrative 79,630 73,051 79,095 Restructuring and other charges — 1,036 — Total $ 549,100 $ 457,815 $ 430,020 (2) Includes amortization expense of acquired intangible assets as follows: Cost of revenue $ 12,879 $ 9,574 $ 7,975 Sales and marketing 1,232 773 704 Research and development 513 713 331 Total $ 14,624 $ 11,060 $ 9,010 (3) Includes amortization of debt discount and issuance costs $ 3,914 $ 3,894 $ 55,141 (4) Includes tax benefit associated with the business acquisitions $ (1,864) $ — $ — (5) Effective August 1, 2022, we adopted ASU 2020-06 using the modified retrospective method under which prior period amounts have not been adjusted.
Biggest changeResults of Operations The following tables set forth our results of operations for the periods presented in dollars and as a percentage of our revenue: Year Ended July 31, 2025 2024 2023 (in thousands) Revenue $ 2,673,115 $ 2,167,771 $ 1,616,952 Cost of revenue (1)(2)(3) 618,178 477,129 362,832 Gross profit 2,054,937 1,690,642 1,254,120 Operating expenses: Sales and marketing (1)(2)(3) 1,259,158 1,100,239 959,102 Research and development (1)(2)(3) 672,485 499,828 350,786 General and administrative (1)(3)(4) 251,754 212,052 178,855 Total operating expenses 2,183,397 1,812,119 1,488,743 Loss from operations (128,460) (121,477) (234,623) Interest income 125,364 109,130 60,462 Interest expense (5) (9,522) (13,132) (6,541) Other expense, net (5,673) (3,750) (1,862) Loss before income taxes (18,291) (29,229) (182,564) Provision for income taxes 23,187 28,477 19,771 Net loss $ (41,478) $ (57,706) $ (202,335) (1) Includes stock-based compensation expense and related payroll taxes: Cost of revenue $ 70,998 $ 52,766 $ 40,297 Sales and marketing 259,562 230,597 223,096 Research and development 257,663 186,107 121,359 General and administrative 97,311 79,630 73,063 Total $ 685,534 $ 549,100 $ 457,815 71 Table of Contents (2) Includes amortization expense of acquired intangible assets: Cost of revenue $ 14,975 $ 12,879 $ 9,574 Sales and marketing 1,700 1,232 773 Research and development 145 513 713 Total $ 16,820 $ 14,624 $ 11,060 (3) Includes restructuring and other charges, excluding stock-based compensation expense: Cost of revenue $ 138 $ — $ — Sales and marketing — — 4,422 Research and development 4,783 — 843 General and administrative — — 1,299 Total $ 4,921 $ — $ 6,564 (4) Includes acquisition-related expenses $ 1,316 $ — $ — (5) Includes amortization of debt issuance costs $ 4,293 $ 3,914 $ 3,894 72 Table of Contents The following table sets forth our results of operations for the periods presented as a percentage of our revenue: Year Ended July 31, 2025 2024 2023 Revenue 100% 100% 100% Cost of revenue 23 22 22 Gross margin 77 78 78 Operating expenses Sales and marketing 47 51 60 Research and development 25 23 22 General and administrative 10 10 11 Total operating expenses 82 84 93 Operating margin (5) (6) (15) Interest income 5 6 4 Interest expense (1) (1) — Other expense, net — — — Loss before income taxes (1) (1) (11) Provision for income taxes 1 2 1 Net loss (2)% (3)% (12)% 73 Table of Contents Comparison of Fiscal 2025 and Fiscal 2024 Revenue Year Ended July 31, Change 2025 2024 $ % (in thousands) Revenue $ 2,673,115 $ 2,167,771 $ 505,344 23 % Revenue increased by $505.3 million , or 23% , in fiscal 2025, compared to fiscal 2024.
In the United States, we have recorded deferred tax assets for which we provide a full valuation allowance, which includes net operating loss carryforwards and research and development tax credits.
In the United States, we have recorded deferred tax assets for which we provide a full valuation allowance, which includes net operating loss and research and development tax credits carryforwards.
Investing Activities Net cash used in investing activities during fiscal 2024 of $683.2 million was primarily attributable to the purchases of short-term investments of $1,291.0 million, $374.7 million, net of cash acquired for business acquisitions, capital expenditures of $194.9 million to support the growth and expansion of our cloud platform, and $2.0 million for purchases of strategic investments.
Net cash used in investing activities during fiscal 2024 of $683.2 million was primarily attributable to the purchases of short-term investments of $1,291.0 million, business acquisitions, net of cash acquired, of $374.7 million, capital expenditures of $194.9 million to support the growth and expansion of our cloud platform, and $2.0 million for purchases of strategic investments.
Financing Activities Net cash provided by financing activities of $64.2 million during fiscal 2024 was primarily attributable to $52.0 million in proceeds from the issuance of common stock under the ESPP and $12.2 million in proceeds from the exercise of stock options.
Net cash provided by financing activities of $64.2 million during fiscal 2024 was primarily attributable to $52.0 million in proceeds from the issuance of common stock under the ESPP and $12.2 million in proceeds from the exercise of stock options.
Subscriptions that are invoiced annually in advance or multi-year in advance represent a significant portion of our short-term and long-term deferred revenue in comparison to invoices issued quarterly in advance or monthly in advance. Accordingly, we cannot predict the mix of invoicing schedules in any given period.
Subscriptions that are invoiced annually in advance or multi-year in advance represent a significant portion of our short-term and long-term deferred revenue in comparison to invoices issued quarterly in advance or monthly in advance. We cannot predict the mix of invoicing schedules in any given period.
In connection with the Notes, we entered into the Capped Call transactions which are expected to reduce the potential dilution of our common stock upon any conversion of the Notes and/or offset any cash payments we could be required to make in excess of the principal amount of converted Notes.
In connection with the 2028 Notes, we entered into the capped call transactions which are expected to reduce the potential dilution of our common stock upon any conversion of the 2028 Notes and/or offset any cash payments we could be required to make in excess of the principal amount of the converted notes.
We believe that our existing cash, cash equivalents and short-term investments will be sufficient to fund our working capital, capital expenditure, and convertible senior notes repayment requirements for at least the next 12 months from the issuance of our financial statements.
We believe that our existing cash, cash equivalents and short-term investments will be sufficient to fund our working capital, capital expenditure and convertible senior notes repayment requirements for at least the next 12 months from the date of issuance of our financial statements.
Our dollar-based net retention rate may fluctuate due to a number of factors, including the performance of our cloud platform, our success in selling bigger deals, including deals for all employees with our higher-end bundles, selling multiple-pillars from the start of our contract with new customers, faster upsells within a year, the timing and the rate of ARR expansion of our existing 64 Table of Contents customers, potential changes in our rate of renewals and other risk factors described elsewhere in this Annual Report on Form 10-K.
Our dollar-based net retention rate may fluctuate due to a number of factors, including the performance of our cloud platform, our success in selling bigger deals, including deals for all employees with our higher-end bundles, selling multiple-pillars from the start of our contract with new customers, faster upsells within a year, the timing and the rate of ARR expansion of our existing 65 Table of Contents customers, potential changes in our rate of renewals and other risk factors described elsewhere in this Annual Report on Form 10-K.
We generally experience seasonality in terms of when we enter into agreements with our customers. We typically enter into a higher percentage of agreements with new customers, as well as renewal agreements with existing customers, in the second half of our fiscal year.
We generally experience seasonality in terms of when we enter into agreements with our customers. We typically enter into a higher percentage of agreements with new customers, as well as renewal agreements with existing customers, in our second half of our fiscal year.
We leverage our land-and-expand model with the goal of generating incremental revenue, often within the term of the initial subscription, by increasing sales to our existing customers in one of three ways: • expanding deployment of our cloud platform to cover additional users; • upgrading to more advanced capabilities for their current purchases; and • selling a subscription to a new solution or product, for example selling a ZPA subscription to a ZIA customer or a ZIA subscription to a ZPA customer.
We leverage our land-and-expand model with the goal of generating incremental revenue, often within the term of the initial subscription, by increasing sales to our existing customers in one of three ways: • expanding deployment of our cloud platform to cover additional users; • upgrading to more advanced capabilities; and • selling a subscription to a new solution or product, for example selling a ZPA subscription to a ZIA customer or a ZIA subscription to a ZPA customer.
The amount recognized in our sales and marketing expenses reflects the amortization of expenses previously deferred as attributable to each period presented in this Annual Report on Form 10-K, as described below under "Critical Accounting Policies and Estimates." We intend to continue to make significant investments in our sales and marketing organization to drive additional revenue, further penetrate the market and expand our global customer base.
The amount recognized in our sales and marketing expenses reflects the amortization of expenses previously deferred as attributable to each period presented in this Annual Report on Form 10-K, as described below under "Critical Accounting Policies and Estimates." 69 Table of Contents We intend to continue to make significant investments in our sales and marketing organization to drive additional revenue, further penetrate the market and expand our global customer base.
Non-cash charges primarily consisted of $527.7 million for stock-based compensation expense, $130.1 million for amortization of deferred contract acquisition costs, $66.3 million for depreciation and amortization expense, $49.4 million for non-cash operating lease costs, $14.6 million for amortization expense of acquired intangible assets and $3.9 million for amortization of debt discount and issuance costs, partially offset by amortization (accretion) of investments purchased at a premium (discount) of $19.1 million and $5.6 million for deferred income taxes.
Non-cash charges primarily consisted of $527.7 million for stock-based compensation expense, $130.1 million for amortization of deferred contract acquisition costs, $66.3 million for depreciation and 80 Table of Contents amortization expense, $49.4 million for non-cash operating lease costs, $14.6 million for amortization expense of acquired intangible assets and $3.9 million for amortization of debt issuance costs, partially offset by amortization (accretion) of investments purchased at a premium (discount) of $19.1 million and $5.6 million for deferred income taxes.
We believe that most organizations have yet to fully make these investments. As our cloud platform enables organizations to securely embrace digital transformation, we believe that the imperative for organizations to securely move to the cloud will increase demand for our cloud platform and broaden our customer base.
We believe that most organizations have yet to fully make these investments. Because our cloud platform enables organizations to securely embrace digital transformation, we believe that the imperative for organizations to securely move to the cloud will increase demand for our cloud platform and broaden our customer base.
Contracts that contain multiple performance obligations require an allocation of the transaction price to each performance obligation based on a relative standalone selling price, or SSP. 5) Recognize revenue when or as we satisfy a performance obligation Revenue is recognized at the time the related performance obligation is satisfied by transferring the promised service to a customer.
Contracts that contain multiple performance obligations require an allocation of the transaction price to each performance obligation based on a relative standalone selling price ("SSP"). 82 Table of Contents 5) Recognize revenue when or as we satisfy a performance obligation Revenue is recognized at the time the related performance obligation is satisfied by transferring the promised service to a customer.
We determine SSP based on our overall pricing objectives, taking into consideration the type of subscription and support services and professional and other services, the geographical region of the customer and the number of users. 81 Table of Contents Variable Consideration Revenue from sales is recorded at the net sales price, which is the transaction price, and includes estimates of variable consideration.
We determine SSP based on our overall pricing objectives, taking into consideration the type of subscription and support services and professional and other services, the geographical region of the customer and the number of users. Variable Consideration Revenue from sales is recorded at the net sales price, which is the transaction price, and includes estimates of variable consideration.
We intend to continue (i) investing in our research and development organization and our development efforts to offer new solutions on our cloud platform and (ii) dedicating resources to update and upgrade our existing solutions.
We intend to continue (i) investing in our research and development organization and our development efforts to offer new solutions on our cloud platform and (ii) dedicating resources to update and upgrade our existing solutions, including upgrades to our cloud platform.
Cost of Revenue Cost of revenue includes expenses related to operating our cloud platform in data centers, depreciation of our data center equipment, amortization of our capitalized internal-use software, amortization of intangible assets acquired through our business acquisitions and allocated overhead expenses (i.e., facilities, IT, depreciation expense and amortization expense).
Cost of Revenue Cost of revenue includes expenses related to operating our cloud platform in data centers, including public cloud providers, depreciation of our data center equipment, amortization of our capitalized internal-use software, amortization of intangible assets acquired through our business acquisitions and allocated overhead expenses (i.e., facilities, IT, depreciation expense and amortization expense).
Interest Expense Interest expense consists primarily of amortization of debt issuance costs, recognition of contractual interest expense related to the Notes, and gains and losses related to changes in the fair value of interest rate swaps .
Interest Expense Interest expense consists primarily of amortization of debt issuance costs, recognition of contractual interest expense related to the 2025 and 2028 Notes, and gains and losses related to changes in the fair value of interest rate swaps.
Our performance obligations consist of (i) our subscription and support services and (ii) professional and other services. 80 Table of Contents 3) Determine the transaction price The transaction price is determined based on the consideration to which we expect to be entitled in exchange for transferring services to the customer.
Our performance obligations consist of (i) our subscription and support services and (ii) professional and other services. 3) Determine the transaction price The transaction price is determined based on the consideration to which we expect to be entitled in exchange for transferring services to the customer.
Costs to Obtain and Fulfill a Contract We capitalize sales commissions and associated payroll taxes paid to sales personnel that are incremental to the acquisition of channel partner and direct customer contracts. These costs are recorded as deferred contract acquisition costs on the consolidated balance sheets.
Costs to Obtain and Fulfill a Contract We capitalize sales commissions and associated payroll taxes paid to sales personnel that are incremental to the acquisition of customer contracts. These costs are recorded as deferred contract acquisition costs on the consolidated balance sheets.
We capitalize our sales commissions and associated payroll taxes that are incremental to the acquisition of channel partner and direct customer contracts and recognize them as expenses over the estimated period of benefit.
We capitalize our sales commissions and associated payroll taxes that are incremental to the acquisition of customer contracts and recognize them as expenses over the estimated period of benefit.
Non-GAAP Gross Profit and Non-GAAP Gross Margin We define non-GAAP gross profit as GAAP gross profit excluding stock-based compensation expense and related payroll taxes and amortization expense of acquired intangible assets. We define non-GAAP gross margin as non-GAAP gross profit as a percentage of revenue.
Non-GAAP Gross Profit and Non-GAAP Gross Margin We define non-GAAP gross profit as GAAP gross profit excluding stock-based compensation expense and related payroll taxes, amortization expense of acquired intangible assets and restructuring and other charges. We define non-GAAP gross margin as non-GAAP gross profit as a percentage of revenue.
As of July 31, 2024, we had approximately 35% of the Forbes Global 2000 as customers. Our ability to continue to grow these numbers will increase our future opportunities for renewals and follow-on sales.
As of July 31, 2025, we had approximately 40% of the Forbes Global 2000 as customers. Our ability to continue to grow these numbers will increase our future opportunities for renewals and follow-on sales.
Our fiscal year ended July 31, 2024, July 31, 2023 and July 31, 2022 are referred to as fiscal 2024, fiscal 2023 and fiscal 2022, respectively.
Our fiscal year ended July 31, 2025, July 31, 2024 and July 31, 2023 are referred to as fiscal 2025, fiscal 2024 and fiscal 2023, respectively.
Our actual results could vary as a result of, and our future capital requirements, both near-term and long-term, will depend on, many factors, including our growth rate, the timing and extent of spending to support our research and development efforts, the expansion of sales and marketing and international operating activities, the timing of new introductions of solutions or features, and the continuing market acceptance of our services, the impact of macroeconomic conditions, such as high inflation and recessionary environments, and the impact of global crises to our and our customers', vendors' and partners' businesses.
Our actual results could vary as a result of, and our future capital requirements, both near-term and long-term, will depend on, many factors, including our growth rate, the timing and extent of spending to support our research and development efforts, the expansion of sales and marketing and international operating activities, the timing of new introductions of solutions or features, and the continuing market acceptance of our services, the impact of macroeconomic and geopolitical conditions to our and our customers', vendors' and partners' businesses.
Personnel expenses are the most significant component of operating expenses and consist of salaries, benefits, bonuses, stock-based compensation expense and, with respect to sales and marketing expenses, sales commissions that are recognized as expenses over the period of benefit.
Operating Expenses Our operating expenses consist of sales and marketing expenses, research and development expenses and general and administrative expenses. Personnel expenses are the most significant component of operating expenses and consist of salaries, benefits, bonuses, stock-based compensation expense and, with respect to sales and marketing expenses, sales commissions that are recognized as expenses over the period of benefit.
As calculated billings continues to grow in absolute terms, we expect our calculated billings growth rate to trend down over time. We also expect that calculated billings will be affected by seasonality in terms of when we enter into agreements with customers; and the mix of billings in each reporting period .
As calculated billings continues to grow in absolute terms, we expect our calculated billings growth rate to trend down over time. We also expect that calculated billings will be affected by seasonality in terms of when we enter into agreements with customers and the mix of billings, in particular the mix of multi-year in advance billings.
Such amounts are recognized as revenue over the contractual period. We receive payments from customers based upon contractual billing schedules; accounts receivable are recorded when the right to consideration becomes unconditional. Payment terms on invoiced amounts are typically 30 days.
We receive payments from customers based upon contractual billing schedules; accounts receivable are recorded when the right to consideration becomes unconditional. Payment terms on invoiced amounts are typically 30 days.
Operating expenses also include overhead expenses for facilities, IT, depreciation expense and amortization expense. 68 Table of Contents Sales and Marketing Sales and marketing expenses consist primarily of employee compensation and related expenses, including salaries, bonuses and benefits for our sales and marketing employees, sales commissions that are recognized as expenses over the period of benefit, stock-based compensation expense, marketing programs, travel and entertainment expenses, expenses for conferences and events, amortization of intangible assets acquired through our business acquisitions and allocated overhead expenses.
Sales and Marketing Sales and marketing expenses consist primarily of employee compensation and related expenses, including salaries, bonuses and benefits for our sales and marketing employees, sales commissions that are recognized as expenses over the period of benefit, stock-based compensation expense, marketing programs, travel and entertainment expenses, expenses for conferences and events, amortization of intangible assets acquired through our business acquisitions and allocated overhead expenses.
Year Ended July 31, 2024 2023 2022 (in thousands) Revenue $ 2,167,771 $ 1,616,952 $ 1,090,946 Add: Total deferred revenue, end of period 1,894,974 1,439,676 1,021,123 Less: Total deferred revenue, beginning of period (1,439,676) (1,021,123) (630,601) Calculated billings $ 2,623,069 $ 2,035,505 $ 1,481,468 Components of Results of Operations Revenue We generate revenue primarily from sales of subscriptions to access our cloud platform, together with related support services.
Year Ended July 31, 2025 2024 2023 (in thousands) Revenue $ 2,673,115 $ 2,167,771 $ 1,616,952 Add: Total deferred revenue, end of period 2,468,026 1,894,974 1,439,676 Less: Total deferred revenue, beginning of period (1,894,974) (1,439,676) (1,021,123) Calculated billings $ 3,246,167 $ 2,623,069 $ 2,035,505 Components of Results of Operations Revenue We generate revenue primarily from sales of subscriptions to access our cloud platform, together with related support services.
However, the growing dependence on the internet has increased exposure to malicious or compromised websites, and sophisticated hackers are exploiting the gaps left by legacy network security appliances. To securely access the internet and transform their networks, organizations must also make fundamental changes in their network and security architectures.
However, the dependence on the internet, expanding digital transformation and growing AI usage have increased exposure to malicious or compromised websites, and sophisticated hackers are exploiting the gaps left by legacy network security appliances. To securely access the internet, transform their networks and expand their AI adoption, organizations must also make fundamental changes in their network and security architectures.
For fiscal 2024, fiscal 2023 and fiscal 2022, our revenue was $2,167.8 million, $1,617.0 million and $1,090.9 million, respectively. We have incurred net losses in all annual periods since our inception. For fiscal 2024, fiscal 2023 and fiscal 2022, our net loss was $57.7 million, $202.3 million and $390.3 million, respectively.
For fiscal 2025, fiscal 2024 and fiscal 2023, our revenue was $2,673.1 million, $2,167.8 million and $1,617.0 million, respectively. We have incurred net losses in all annual periods since our inception. For fiscal 2025, fiscal 2024 and fiscal 2023, our net loss was $41.5 million, $57.7 million and $202.3 million, respectively.
New Customer Acquisition We believe that our ability to increase the number of customers, and more significantly customers in the Forbes Global 2000, on our cloud platform is an indicator of our market penetration and our future business opportunities. As of July 31, 2024, 2023 and 2022, we had over 8,650, 7,700 and 6,700 customers, respectively, across all major geographies.
New Customer Acquisition We believe that our ability to increase the number of customers, and more significantly large enterprises, on our cloud platform is an indicator of our market penetration and our future business opportunities. As of July 31, 2025, 2024 and 2023, we had over 9,400, 8,650 and 7,700 customers, respectively, across all major geographies.
Net cash inflows were partially offset by cash outflows resulting from an increase of $158.5 million in deferred contract acquisition costs, as our sales commission payments increased due to the addition of new customers and expansion of our existing customer subscriptions, an increase of $143.3 million in accounts receivable primarily due to timing of billings and collections, a decrease of $27.7 million in operating lease liabilities primarily due to lease payments and an increase of $10.3 million in prepaid expenses, other current and noncurrent assets.
Net cash inflows were partially offset by cash outflows resulting from an increase of $230.5 million in deferred contract acquisition costs, as our sales commission payments increased due to the addition of new customers and expansion of our existing customer subscriptions, an increase of $256.0 million in accounts receivable primarily due to timing of billings and collections, a decrease of $62.0 million in operating lease liabilities primarily due to lease payments, an increase of $41.6 million in prepaid expenses, other current and noncurrent assets and an increase of $5.2 million in accrued expenses, other current and noncurrent liabilities.
We typically invoice our customers annually in advance, and to a lesser extent quarterly in advance, monthly in advance or multi-year in advance. Calculated billings increased $587.6 million, or 29%, in fiscal 2024 over fiscal 2023, and $554.0 million, or 37%, in fiscal 2023 over fiscal 2022.
We typically invoice our customers annually in advance, and to a lesser extent quarterly in advance, monthly in advance or multi-year in advance. Calculated billings increased $623.1 million, or 24%, in fiscal 2025 over fiscal 2024, and $587.6 million, or 29%, in fiscal 2024 over fiscal 2023.
Calculated billings represents our total revenue plus the change in deferred revenue in a period. Calculated billings in any particular period aims to reflect amounts invoiced for subscriptions to access our cloud platform, together with related support services for our new and existing customers.
As a result, calculated billings will no longer be reported beginning in fiscal 2026. Calculated billings represents our total revenue plus the change in deferred revenue in a period. Calculated billings in any particular period aims to reflect amounts invoiced for subscriptions to access our cloud platform, together with related support services for our new and existing customers.
As of July 31, 2024, we had deferred revenue of $1,895.0 million, of which $1,643.9 million was recorded as a current liability and is expected to be recorded as revenue in the next 12 months, provided all other revenue recognition criteria have been met.
As of July 31, 2025, we had deferred revenue of $2,468.0 million, of which $2,054.4 million was recorded as a current liability and is expected to be recorded as revenue in the next 12 months, provided all other revenue recognition criteria have been met.
The change was driven primarily by the expanded use of our cloud platform by existing and new customers, which led to an increase of $70.2 million for data center and equipment-related costs for hosting and operating our cloud platform.
The overall increase in cost of revenue was driven primarily by the expanded use of our cloud platform by existing and new customers, which led to an increase of $76.1 million for data center and equipment-related costs for hosting and operating our cloud platform.
Our cash equivalents and investments consist of highly liquid investments in money market funds, U.S. treasury securities, U.S. government agency securities, certificates of deposit and corporate debt securities. In June 2020, we completed the private offering of the Notes with an aggregate principal amount of $1,150.0 million.
Our cash equivalents and investments consist of highly liquid investments in money market funds, U.S. treasury securities, U.S. government agency securities, certificates of deposit and corporate debt securities. In July 2025, we completed the private offering of the Convertible Senior Notes due 2028 (the “2028 Notes”) with an aggregate principal amount of $1,725.0 million.
The following table summarizes our cash flows for the periods presented: Year Ended July 31, 2024 2023 2022 (in thousands) Net cash provided by operating activities $ 779,846 $ 462,343 $ 321,912 Net cash provided by (used in) investing activities $ (683,180) $ (259,337) $ 374,063 Net cash provided by financing activities $ 64,208 $ 45,990 $ 41,337 Operating Activities Net cash provided by operating activities during fiscal 2024 was $779.8 million, which resulted from a net loss of $57.7 million, adjusted for non-cash charges of $771.5 million and net cash inflows of $66.1 million from changes in operating assets and liabilities.
The following table summarizes our cash flows for the periods presented: Year Ended July 31, 2025 2024 2023 (in thousands) Net cash provided by operating activities $ 972,453 $ 779,846 $ 462,343 Net cash used in investing activities $ (427,022) $ (683,180) $ (259,337) Net cash provided by financing activities $ 420,512 $ 64,208 $ 45,990 Operating Activities Net cash provided by operating activities during fiscal 2025 was $972.5 million, which resulted from a net loss of $41.5 million, adjusted for non-cash charges of $987.2 million and net cash inflows of $26.7 million from changes in operating assets and liabilities.
For the trailing 12 months ended July 31, 2024 and 2023, the dollar-based net retention rate was 115% and 121%, respectively.
For the trailing 12 months ended July 31, 2025 and 2024, the dollar-based net retention rate was 114% and 116%, respectively.
Accordingly, we cannot predict the mix of invoicing schedules in any given period. 77 Table of Contents As of July 31, 2024, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities, which would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
As of July 31, 2025, we did not have any relationships with unconsolidated organizations or financial partnerships, such as structured finance or special purpose entities, which would have been established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes.
Year Ended July 31, 2024 2023 2022 (in thousands) GAAP gross profit $ 1,690,642 $ 1,254,120 $ 848,664 Add: Stock-based compensation expense and related payroll taxes 52,766 40,297 25,292 Amortization expense of acquired intangible assets 12,879 9,574 7,975 Non-GAAP gross profit $ 1,756,287 $ 1,303,991 $ 881,931 GAAP gross margin 78 % 78 % 78 % Non-GAAP gross margin 81 % 81 % 81 % Non-GAAP Income from Operations and Non-GAAP Operating Margin We define non-GAAP income from operations as GAAP loss from operations excluding stock-based compensation expense and related payroll taxes, amortization expense of acquired intangible assets, and restructuring and other charges.
Year Ended July 31, 2025 2024 2023 (in thousands) GAAP gross profit $ 2,054,937 $ 1,690,642 $ 1,254,120 Add: Stock-based compensation expense and related payroll taxes 70,998 52,766 40,297 Amortization expense of acquired intangible assets 14,975 12,879 9,574 Restructuring and other charges 138 — — Non-GAAP gross profit $ 2,141,048 $ 1,756,287 $ 1,303,991 GAAP gross margin 77 % 78 % 78 % Non-GAAP gross margin 80 % 81 % 81 % Non-GAAP Income from Operations and Non-GAAP Operating Margin We define non-GAAP income from operations as GAAP loss from operations excluding stock-based compensation expense and related payroll taxes, amortization expense of acquired intangible assets, restructuring and other charges and acquisition-related expenses.
The change was driven primarily by higher interest rates and our increased balance of cash equivalents and short-term investments. Interest Expense Year Ended July 31, Change 2024 2023 $ % (in thousands) Interest expense $ (13,132) $ (6,541) $ (6,591) 101 % Interest expense increased by $6.6 million for fiscal 2024, compared to fiscal 2023.
The change was driven primarily by our increased balance of cash equivalents and short-term investments. Interest Expense Year Ended July 31, Change 2025 2024 $ % (in thousands) Interest expense $ (9,522) $ (13,132) $ 3,610 (27) % Interest expense decreased by $3.6 million for fiscal 2025, compared to fiscal 2024.
We continue to see customer scrutiny of and elongated approval processes for transactions, particularly larger deals, as customers continue to scrutinize purchasing decisions and are requiring multiple approvals for large expenditures in response to the uncertain economic environment.
Impact of Macroeconomic Conditions Changes in macroeconomic and geopolitical conditions can cause uncertainty in our business. We continue to see customer scrutiny of and elongated approval processes for transactions, particularly larger deals, as customers continue to carefully consider purchasing decisions and are requiring multiple approvals for large expenditures in response to the uncertain economic environment.
For further information refer to Note 1, Business and Summary of Significant Accounting Policies of our consolidated financial statements included elsewhere in this Annual Report on Form 10-K.
Recently Issued Accounting Pronouncements Refer to Note 1, Business and Summary of Significant Accounting Policies, to the consolidated financial statements included elsewhere in this Annual Report on Form 10-K for more information regarding recently issued accounting pronouncements. 84 Table of Contents
Payroll contributions accrued as of July 31, 2024 will be used to purchase shares at the end of the current ESPP purchase period ending on December 16, 2024.
Payroll contributions accrued as of July 31, 2025 will be used to purchase shares at the end of the current ESPP purchase period ending on December 15, 2025. Payroll contributions ultimately used to purchase shares are reclassified to stockholders' equity on the purchase date.
We generate revenue primarily from sales of subscriptions to access our cloud platform, together with related support services. We also generate an immaterial amount of revenue from professional and other services, which consist primarily of fees associated with mapping, implementation, network design and training. Our subscription pricing is primarily calculated on a per-user basis.
We also generate an immaterial amount of revenue from professional and other services, which consist primarily of fees associated with mapping, implementation, network design and training. Our subscription pricing is primarily calculated on a per-user basis. We recognize subscription and support revenue ratably over the life of the contract, which is generally one to three years.
The change in revenue was driven primarily by an increase in users and sales of additional subscriptions to existing customers, which contributed $471.8 million in additional revenue. The remainder of the increase was primarily attributable to the addition of new customers, as we increased our customer bas e by 12% f rom fiscal 2023 to fiscal 2024 .
The change in revenue was driven primarily by an increase in users and sales of additional subscriptions to existing customers, which contributed $434.0 million in additional revenue. The remainder of the increase was primarily attributable to the addition of new customers, as we increased our customer base b y 9% from fiscal 2024 to fiscal 2025 .
Consequently, increases or decreases in new sales or renewals in any one period may not be immediately reflected as revenue for that period. Accordingly, the effect of downturns in sales and market acceptance of our platform, and potential changes in our rate of renewals, may not be fully reflected in our results of operations until future periods.
Accordingly, the effect of downturns in sales and market acceptance of our platform, and potential changes in our rate of renewals, may not be fully reflected in our results of operations until future periods.
Net cash provided by operating activities during fiscal 2022 was $321.9 million, which resulted from a net loss of $390.3 million, adjusted for non-cash charges of $614.7 million and net cash inflows of $97.5 million from changes in operating assets and liabilities.
Net cash provided by operating activities during fiscal 2024 was $779.8 million, which resulted from a net loss of $57.7 million, adjusted for non-cash charges of $771.5 million and net cash inflows of $66.1 million from changes in operating assets and liabilities.
Subscriptions that are invoiced annually in advance or multi-year in advance contribute significantly to our short-term and long-term deferred revenue in comparison to our invoices issued quarterly in advance or monthly in advance.
Subscriptions that are invoiced annually in advance or multi-year in advance contribute significantly to our short-term and long-term deferred revenue in comparison to our invoices issued quarterly in advance or monthly in advance. We strategically enter into agreements for multi-year in advance billings with our customers to achieve our and/or our customers’ business objectives.
Our actual results could differ from these estimates. We refer to accounting estimates of this type as critical accounting policies and estimates, which we discuss below. We have identified certain accounting policies that are significant to the preparation of our financial statements. These accounting policies are important for an understanding of our financial condition and results of operations.
We have identified certain accounting policies that are significant to the preparation of our financial statements. These accounting policies are important for an understanding of our financial condition and results of operations.
The change was driven primarily by an increase of $98.3 million in employee-related expenses, inclusive of an increase of $31.1 million in sales commissions expense and an increase of $3.5 million in stock-based compensation expense.
The change was primarily driven by an increase of $116.4 million in employee-related expenses, inclusive of an increase of $33.7 million in sales commissions expense, and an increase of $29.5 million in stock-based compensation expense. The increase in employee-related expenses was primarily due to an increase in headcount.
General and Administrative Expenses Year Ended July 31, Change 2024 2023 $ % (in thousands) General and administrative expenses $ 212,052 $ 177,544 $ 34,508 19 % General and administrative expenses increased by $34.5 million, or 19%, for fiscal 2024, compared to fiscal 2023.
General and Administrative Expenses Year Ended July 31, Change 2025 2024 $ % (in thousands) General and administrative expenses $ 251,754 $ 212,052 $ 39,702 19 % General and administrative expenses increased by $39.7 million, or 19%, for fiscal 2025, compared to fiscal 2024.
If we are unable to raise additional capital when desired, or if we cannot expand our operations or otherwise capitalize on our business opportunities because we lack sufficient capital, our business, operating results and financial condition would be adversely affected.
If we are unable to raise additional capital when desired, or if we cannot expand our operations or otherwise capitalize on our business opportunities because we lack sufficient capital, our business, operating results and financial condition would be adversely affected. 79 Table of Contents We typically invoice our customers annually in advance, and to a lesser extent quarterly in advance, monthly in advance or multi-year in advance.
Net cash inflows from changes in operating assets and liabilities were primarily the result of an increase of $418.6 million in deferred revenue from advance invoicing in accordance with our subscription contracts, an increase of $26.8 million in accrued expenses, other current and noncurrent liabilities and an increase of $24.5 million in accrued compensation.
Net cash inflows from changes in operating assets and liabilities were primarily the result of an increase of $573.1 million in deferred revenue from advance invoicing in accordance with our subscription contracts, an increase of $21.0 million in accrued compensation and an increase of $17.5 million in accounts payable.
Net cash provided by financing activities of $46.0 million during fiscal 2023 was primarily attributable to $42.3 million in proceeds from issuance of common stock under the ESPP and $3.9 million in proceeds from the exercise of stock options.
Financing Activities Net cash provided by financing activities of $420.5 million during fiscal 2025 was primarily attributable to $1,725.0 million from proceeds from issuance of the 2028 convertible senior notes, $63.6 million in proceeds from the issuance of common stock under the ESPP and $3.6 million in proceeds from the exercise of stock options.
Payroll contributions ultimately used to purchase shares are reclassified to stockholders' equity on the purchase date. 66 Table of Contents Year Ended July 31, 2024 2023 2022 (in thousands) Net cash provided by operating activities $ 779,846 $ 462,343 $ 321,912 Less: Purchases of property, equipment and other assets (144,588) (97,197) (69,296) Capitalized internal-use software (50,308) (31,527) (21,284) Free cash flow $ 584,950 $ 333,619 $ 231,332 As a percentage of revenue: Net cash provided by operating activities 36 % 29 % 30 % Less: Purchases of property, equipment and other assets (7) (6) (7) Capitalized internal-use software (2) (2) (2) Free cash flow margin 27 % 21 % 21 % Calculated Billings Calculated billings is a non-GAAP financial measure that we believe is a key metric to measure our periodic performance.
Year Ended July 31, 2025 2024 2023 (in thousands) Net cash provided by operating activities $ 972,453 $ 779,846 $ 462,343 Less: Purchases of property, equipment and other assets (164,252) (144,588) (97,197) Capitalized internal-use software (81,508) (50,308) (31,527) Free cash flow $ 726,693 $ 584,950 $ 333,619 As a percentage of revenue: Net cash provided by operating activities 36 % 36 % 29 % Less: Purchases of property, equipment and other assets (6) (7) (6) Capitalized internal-use software (3) (2) (2) Free cash flow margin 27 % 27 % 21 % Calculated Billings Calculated billings is a non-GAAP financial measure that we reported as a key metric to measure our periodic performance through July 31, 2025.
The preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue and expenses, as well as related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.
Critical Accounting Policies and Estimates Our financial statements are prepared in accordance with GAAP. The preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue and expenses, as well as related disclosures. We evaluate our estimates and assumptions on an ongoing basis.
These macroeconomic conditions may impact the future demand for subscriptions of our cloud platform. 62 Table of Contents Certain Factors Affecting Our Performance Increased Internet Traffic and Adoption of Cloud-Based Software and Security The adoption of cloud applications and infrastructure, explosion of internet traffic volumes and shift to mobile-first computing generally, and the pace at which enterprises adopt the internet as their corporate network in particular, impact our ability to drive market adoption of our cloud platform.
The adoption of cloud applications and infrastructure, explosion of internet traffic volumes and shift to mobile-first computing generally, and the pace at which enterprises adopt the internet as their corporate network in particular, impact our ability to drive market adoption of our cloud platform.
The total net proceeds from the offering, after deducting initial purchase discount and issuance costs, was $1,130.5 million.
The total net proceeds from the offering, after deducting initial purchase discount and issuance costs, was $1,700.0 million. The 2028 Notes mature on July 15, 2028.
Additionally, our employee-related expenses increased by $44.4 million , inclusive of an increase of $11.7 million in stock-based compensation expense, driven primarily by an increase in headcount in our customer support and cloud operations organizations. The remainder of the increase was primarily attributable to increased expenses of $2.0 million in facility and IT services.
Additionally, our employee-related expenses increased by $49.4 million, inclusive of an increase of $17.3 million in stock-based compensation expense, driven primarily by an increase in headcount in our customer support and cloud operations organizations.
Cost of Revenue and Gross Margin Year Ended July 31, Change 2024 2023 $ % (in thousands) Cost of revenue $ 477,129 $ 362,832 $ 114,297 32 % Gross margin 78 % 78 % Cost of revenue increased by $114.3 million, or 32%, in fiscal 2024, compared to fiscal 2023.
Cost of Revenue and Gross Margin Year Ended July 31, Change 2025 2024 $ % (in thousands) Cost of revenue $ 618,178 $ 477,129 $ 141,049 30 % Gross margin 77 % 78 % Cost of revenue increased by $141.0 million, or 30%, in fiscal 2025, compared to fiscal 2024.
Net cash provided by investing activities during fiscal 2022 of $374.1 million was primarily attributable to the proceeds from the maturities of short-term investments of $1,334.9 million These activities were partially offset by purchases of short-term investments of $844.9 million, capital expenditures of $90.6 million to support the growth and expansion of our cloud platform and $25.3 million, net of cash acquired for business acquisitions.
Investing Activities Net cash used in investing activities during fiscal 2025 of $427.0 million was primarily attributable to the purchases of short-term investments of $1,280.6 million, capital expenditures of $245.8 million to support the growth and expansion of our cloud platform. These activities were partially offset by proceeds from the maturities and sales of short-term investments of $1,101.0 million.
In particular, litigation-related expenses related 69 Table of Contents to significant litigation claims may result in significant fluctuations from period to period, as they are inherently subject to change and difficult to estimate.
In particular, litigation-related expenses related to significant litigation claims may result in significant fluctuations from period to period, as they are inherently subject to change and difficult to estimate. Interest Income Interest income consists primarily of income earned on our cash equivalents and short-term investments.
Subscription and related support services accounted for approximately 97% of our revenue for all periods presented. Our contracts with our customers do not at any time provide the customer with the right to take possession of the software that runs our cloud platform. Our customers may also purchase professional services, such as mapping, implementation, network design and training.
Subscription and related support services accounted for approximately 98%, 97% and 97% of our revenue for each of fiscal 2025, fiscal 2024 and fiscal 2023, respectively. Our contracts with our customers do not at any time provide the customer with the right to take possession of the software that runs our cloud platform.
Government agencies and some of the largest enterprises in the world rely on us to support their digital transformation, including approximately 35% of the Forbes Global 2000 as of July 31, 2024. We operate our business as one reportable segment. Our revenue has experienced significant growth in recent periods.
As of July 31, 2025, we had expanded our operations to over 9,400 customers across major industries, with users in over 185 countries. Government agencies and some of the largest enterprises in the world rely on us to support their secure digital transformation. We operate our business as one reportable segment. Our revenue has experienced significant growth in recent periods.
For further information, refer to Note 15, Income Taxes, of the consolidated financial statements included elsewhere in this Annual Report on form 10-K.
The change was primarily driven by the release of the valuation allowance against our United Kingdom ("U.K.") deferred tax assets. For further information, refer to Note 15, Income Taxes, of the consolidated financial statements included elsewhere in this Annual Report on form 10-K.
If our services do not meet certain service level commitments, our customers are entitled to receive service credits, and in certain cases, refunds, each representing a form of variable consideration. We have not historically experienced any significant incidents affecting the defined levels of reliability and performance as required by our subscription contracts.
If our services do not meet certain service level commitments, our customers are entitled to receive service credits, and in certain cases, refunds, each representing a form of variable consideration.
Non-cash charges primarily consisted of $444.8 million for stock-based compensation expense, $98.7 million for amortization of deferred contract acquisition costs, $55.8 million for depreciation and amortization expense, $32.2 million for non-cash operating lease costs, $11.1 million for amortization expense of acquired intangible assets and $3.9 million for amortization of debt discount and issuance costs, partially offset by amortization (accretion) of investments purchased at a premium (discount) of $6.6 million and $3.3 million for net unrealized gains on hedging transactions.
Non-cash charges primarily consisted of $661.4 million for stock-based compensation expense, $166.3 million for amortization of deferred contract acquisition costs, $104.4 million for depreciation and amortization expense, $63.0 million for non-cash operating lease costs, $16.8 million for amortization expense of acquired intangible assets and $4.3 million for amortization of debt issuance costs, partially offset by $14.4 million for deferred income taxes and accretion of investments purchased at a discount of $15.9 million.
Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is subsequently recognized as revenue in accordance with our revenue recognition policy.
Therefore, a substantial source of our cash is from such prepayments, which are included on our consolidated balance sheets as a contract liability. Deferred revenue consists of the unearned portion of billed fees for our subscriptions, which is subsequently recognized as revenue in accordance with our revenue recognition policy.
We 67 Table of Contents recognize revenue ratably over the life of the contract. Amounts that have been invoiced are recorded in deferred revenue, or they are recorded in revenue if the revenue recognition criteria have been met.
We typically invoice our customers annually in advance, and to a lesser extent quarterly in advance, monthly in advance or multi-year in advance. We recognize revenue ratably over the life of the contract. Amounts that have been invoiced are recorded in deferred revenue, or they are recorded in revenue if the revenue recognition criteria have been met.
For additional information, refer to Note 10, Convertible Senior Notes, Note 11, Operating Leases and Note 12, Commitments and Contingencies, of the consolidated financial statements included elsewhere in this Annual Report on Form 10-K. Critical Accounting Policies and Estimates Our financial statements are prepared in accordance with GAAP.
Contractual Obligations and Commitments Our principal commitments consist of obligations under our 2028 Notes, real estate arrangements, co-location and bandwidth arrangements and non-cancelable purchase obligations. For additional information, refer to Note 10, Convertible Senior Notes, Note 11, Operating Leases, and Note 12, Commitments and Contingencies, of the consolidated financial statements included elsewhere in this Annual Report on Form 10-K.
Our effective tax rate of (97.4)% and (10.9)% in fiscal 2024 and fiscal 2023, respectively, differs from the applicable U.S. statutory federal income tax rate due to our valuation allowance against our U.S. federal, state, and U.K. deferred tax assets as well as our foreign income being taxed at different rates than the U.S. statutory rate. 75 Table of Contents Comparison of Fiscal 2023 and Fiscal 2022 For a discussion of our results of operations for the year ended July 31, 2023 as compared to the year ended July 31, 2022, refer to Part II, Item 7, Management’s Discussion and Analysis of Financial Condition and Results of Operations, of our Annual Report on Form 10-K filed with the SEC on September 14, 2023. 76 Table of Contents Liquidity and Capital Resources As of July 31, 2024, our principal sources of liquidity were cash, cash equivalents and short-term investments totaling $2,409.7 million, which were held for working capital and general corporate purposes.
We will continue to evaluate the impact of OBBBA, but currently we do not expect it to have a material impact on our consolidated financial statements in fiscal 2026 due to our valuation allowance. 77 Table of Contents Comparison of Fiscal 2024 and Fiscal 2023 For a discussion of our results of operations for the year ended July 31, 2024 as compared to the year ended July 31, 2023, refer to Part II, Item 7, Management’s Discussion and Analysis of Financial Condition and Results of Operations, of our Annual Report on Form 10-K filed with the SEC on September 12, 2024. 78 Table of Contents Liquidity and Capital Resources As of July 31, 2025, our principal sources of liquidity were cash, cash equivalents and short-term investments totaling $3,572.4 million, which were held for working capital and general corporate purposes.
The change was driven primarily by fair value hedge adjustments related to our Notes. Other Expense, Net Year Ended July 31, Change 2024 2023 $ % (in thousands) Other expense, net $ (3,750) $ (1,862) $ (1,888) 101 % Other expense, net increased by $1.9 million for fiscal 2024, compared to fiscal 2023.
Other Expense, Net Year Ended July 31, Change 2025 2024 $ % (in thousands) Other expense, net $ (5,673) $ (3,750) $ (1,923) 51 % Other expense, net increased by $1.9 million for fiscal 2025, compared to fiscal 2024. The change was driven primarily by fluctuations in foreign currency transactions gains and losses.
Overall, the transaction price is reduced to reflect our estimate of the amount of consideration to which we are entitled based on the terms of the contract. Estimated rebates and other credits were not material during the periods presented. Contract Balances Contract liabilities consist of deferred revenue and include payments received in advance of performance under the contract.
Estimated rebates and other credits were not material during the periods presented. Contract Balances Contract liabilities consist of deferred revenue and include payments received in advance of performance under the contract. Such amounts are recognized as revenue over the contractual period.
Accordingly, any estimated refunds related to these agreements in the consolidated financial statements were not material during the periods presented. We provide rebates and other credits within our contracts with certain customers which are estimated based on the most likely amounts expected to be earned or claimed on the related sales transaction.
We provide rebates and other credits within our contracts with certain customers which are estimated based on the most likely amounts expected to be earned or claimed on the related sales transaction. Overall, the transaction price is reduced to reflect our estimate of the amount of consideration to which we are entitled based on the terms of the contract.
We define non-GAAP operating margin as non-GAA P income from operations as a percentage of revenue. 65 Table of Contents Year Ended July 31, 2024 2023 2022 (in thousands) GAAP loss from operations $ (121,477) $ (234,623) $ (327,429) Add: Stock-based compensation expense and related payroll taxes 549,100 457,815 430,020 Amortization expense of acquired intangible assets 14,624 11,060 9,010 Restructuring and other charges (1) — 6,564 — Non-GAAP income from operations $ 442,247 $ 240,816 $ 111,601 GAAP operating margin (6) % (15) % (30) % Non-GAAP operating margin 20 % 15 % 10 % (1) In connection with a restructuring plan announced in March 2023, we incurred stock-based compensation expense of approximately $1.0 million, which is included in stock-based compensation expense and related payroll taxes.
We define non-GAAP operating margin as non-GAA P income from operations as a percentage of revenue. 66 Table of Contents Year Ended July 31, 2025 2024 2023 (in thousands) GAAP loss from operations $ (128,460) $ (121,477) $ (234,623) Add: Stock-based compensation expense and related payroll taxes 685,534 549,100 457,815 Amortization expense of acquired intangible assets 16,820 14,624 11,060 Restructuring and other charges 4,921 — 6,564 Acquisition-related expenses 1,316 — — Non-GAAP income from operations $ 580,131 $ 442,247 $ 240,816 GAAP operating margin (5) % (6) % (15) % Non-GAAP operating margin 22 % 20 % 15 % Free Cash Flow and Free Cash Flow Margin Free cash flow is a non-GAAP financial measure that we calculate as net cash provided by operating activities less purchases of property, equipment and other assets and capitalized internal-use software.
The change was driven primarily by an increase of $145.9 million in employee-related expenses, inclusive of an increase of $62.6 million in stock-based compensation expense, primarily due to an increase in headcount.
The overall increase was primarily due to an increase of $34.2 million in employee-related expenses, inclusive of an increase of $17.5 million in stock-based compensation expense, primarily due to an increase in headcount and accelerated vesting of awards related to executive transitions.