Biggest changeProvision for (Benefit from) Income Taxes Provision for (benefit from) income taxes consists primarily of income taxes related to federal, state, and foreign jurisdictions where we conduct business. 53 Table of Contents Results of Operations The following tables set forth selected consolidated statements of operations data and such data as a percentage of revenue for each of the fiscal years indicated: Year Ended January 31, 2023 2022 2021 (in thousands) Revenue $ 4,392,960 $ 4,099,864 $ 2,651,368 Cost of revenue (1) 1,100,451 1,054,554 821,989 Gross profit 3,292,509 3,045,310 1,829,379 Operating expenses: Research and development (1) 774,059 362,990 164,080 Sales and marketing (1) 1,696,590 1,135,959 684,904 General and administrative (1) 576,431 482,770 320,547 Total operating expenses 3,047,080 1,981,719 1,169,531 Income from operations 245,429 1,063,591 659,848 (Losses) gains on strategic investments, net (37,571) 43,761 2,538 Other income (expense), net 41,418 (5,720) 15,648 Income before provision (benefits) for income taxes 249,276 1,101,632 678,034 Provision (benefits) for income taxes 145,565 (274,007) 5,718 Net income $ 103,711 $ 1,375,639 $ 672,316 (1) Includes stock-based compensation expense as follows: Cost of revenue $ 174,546 $ 69,612 $ 34,960 Research and development 361,720 113,000 50,161 Sales and marketing 532,371 229,297 146,377 General and administrative 217,115 65,378 44,320 Total stock-based compensation expense $ 1,285,752 $ 477,287 $ 275,818 Year Ended January 31, 2023 2022 2021 (as a percentage of revenue) Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 25.1 % 25.7 % 31.0 % Gross profit 74.9 % 74.3 % 69.0 % Operating expenses: Research and development 17.6 % 8.9 % 6.2 % Sales and marketing 38.6 % 27.7 % 25.8 % General and administrative 13.1 % 11.8 % 12.1 % Total operating expenses 69.3 % 48.4 % 44.1 % Income from operations 5.6 % 25.9 % 24.9 % (Losses) gains on strategic investments, net (0.9) % 1.1 % 0.1 % Other income (expense), net 1.0 % (0.1) % 0.6 % Income before provision (benefits) for income taxes 5.7 % 26.9 % 25.6 % Provision (benefits) for income taxes 3.3 % (6.7) % 0.2 % Net income 2.4 % 33.6 % 25.4 % 54 Table of Contents Comparison of Fiscal Years Ended January 31, 2023 and 2022 Revenue Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Revenue $ 4,392,960 $ 4,099,864 $ 293,096 7.1 % Revenue for the fiscal year ended January 31, 2023 increased by $293.1 million, or 7.1%, compared to the fiscal year ended January 31, 2022.
Biggest changeProvision for (Benefit from) Income Taxes Provision for (benefit from) income taxes consists primarily of income taxes related to federal, state, and foreign jurisdictions where we conduct business. 55 Table of Contents Results of Operations The following tables set forth selected consolidated statements of operations data and such data as a percentage of revenue for each of the fiscal years indicated: Year Ended January 31, 2024 2023 2022 (in thousands) Revenue $ 4,527,224 $ 4,392,960 $ 4,099,864 Cost of revenue (1) 1,077,801 1,100,451 1,054,554 Gross profit 3,449,423 3,292,509 3,045,310 Operating expenses: Research and development (1) 803,187 774,059 362,990 Sales and marketing (1) 1,541,307 1,696,590 1,135,959 General and administrative (1) 579,650 576,431 482,770 Total operating expenses 2,924,144 3,047,080 1,981,719 Income from operations 525,279 245,429 1,063,591 Gains (losses) on strategic investments, net 109,770 (37,571) 43,761 Other income (expense), net 197,263 41,418 (5,720) Income before provision for (benefit from) income taxes 832,312 249,276 1,101,632 Provision for (benefit from) income taxes 194,850 145,565 (274,007) Net income $ 637,462 $ 103,711 $ 1,375,639 (1) Includes stock-based compensation expense as follows: Cost of revenue $ 143,798 $ 174,546 $ 69,612 Research and development 336,309 361,720 113,000 Sales and marketing 381,298 532,371 229,297 General and administrative 195,756 217,115 65,378 Total stock-based compensation expense $ 1,057,161 $ 1,285,752 $ 477,287 Year Ended January 31, 2024 2023 2022 (as a percentage of revenue) Revenue 100.0 % 100.0 % 100.0 % Cost of revenue 23.8 % 25.1 % 25.7 % Gross profit 76.2 % 74.9 % 74.3 % Operating expenses: Research and development 17.7 % 17.6 % 8.9 % Sales and marketing 34.0 % 38.6 % 27.7 % General and administrative 12.9 % 13.1 % 11.8 % Total operating expenses 64.6 % 69.3 % 48.4 % Income from operations 11.6 % 5.6 % 25.9 % Gains (losses) on strategic investments, net 2.4 % (0.9) % 1.1 % Other income (expense), net 4.4 % 1.0 % (0.1) % Income before provision for (benefit from) income taxes 18.4 % 5.7 % 26.9 % Provision for (benefit from) income taxes 4.3 % 3.3 % (6.7) % Net income 14.1 % 2.4 % 33.6 % 56 Table of Contents Comparison of Fiscal Years Ended January 31, 2024 and 2023 Revenue Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Revenue $ 4,527,224 $ 4,392,960 $ 134,264 3.1 % Revenue for the fiscal year ended January 31, 2024 increased by $134.3 million, or 3.1%, compared to the fiscal year ended January 31, 2023.
In order for us to address this opportunity to expand the use of our products with our existing customers, we will need to maintain the reliability of our platform and produce new features and functionality that are responsive to our customers’ requirements for enterprise-grade solutions. We quantify our expansion across existing Enterprise customers through our net dollar expansion rate.
In order for us to address this opportunity and expand the use of our products with our existing customers, we will need to maintain the reliability of our platform and produce new features and functionality that are responsive to our customers’ requirements for enterprise-grade solutions. We quantify our expansion across existing Enterprise customers through our net dollar expansion rate.
(Losses) gains on Strategic Investments, Net (Losses) gains on strategic investments, net consist primarily of remeasurement gains or losses on our equity investments. Other Income (Expense), Net Other income (expense) income, net consists primarily of interest income and net accretion on our marketable securities and effect of changes in foreign currency exchange rates.
Gains (Losses) on Strategic Investments, Net Gains (losses) on strategic investments, net consist primarily of remeasurement gains or losses on our equity investments. Other Income (Expense), Net Other income (expense) income, net consists primarily of interest income and net accretion on our marketable securities and effect of changes in foreign currency exchange rates.
Investing Activities Net cash used in investing activities of $318.3 million for the fiscal year ended January 31, 2023 was primarily due to cash paid for acquisition, net of cash acquired, of $120.6 million, purchases of property and equipment of $103.8 million, purchases of strategic investments of $69.1 million, net purchases of marketable securities of $13.9 million, and purchases of intangible assets of $11.3 million.
Net cash used in investing activities of $318.3 million for the fiscal year ended January 31, 2023 was primarily due to cash paid for acquisition, net of cash acquired, of $120.6 million, purchases of property and equipment of $103.8 million, purchases of strategic investments of $69.1 million, net purchases of marketable securities of $13.9 million, and purchases of intangible assets of $11.3 million.
Financing Activities Net cash used in financing activities of $936.9 million for the fiscal year ended January 31, 2023 was primarily due to cash paid for repurchases of common stock of $1.0 billion, offset by proceeds from issuance of common stock pursuant to our employee stock purchase plan (“ESPP”) of $53.7 million and proceeds from the exercise of stock options of $8.6 million.
Net cash used in financing activities of $936.9 million for the fiscal year ended January 31, 2023 was primarily due to cash paid for repurchases of common stock of $1.0 billion, offset by proceeds from issuance of common stock pursuant to our employee stock purchase plan (“ESPP”) of $53.7 million and proceeds from the exercise of stock options of $8.6 million.
We strive to live up to the trust our customers place in us by delivering a communications solution while prioritizing their privacy and security. Our 28 co-located data centers worldwide and the public cloud in conjunction with our proprietary adaptive rate codec enable us to provide both high-quality and high-definition, real-time video to our customers even in low-bandwidth environments.
We strive to live up to the trust our customers place in us by delivering a communications solution while prioritizing their privacy and security. Our 29 co-located data centers worldwide and the public cloud in conjunction with our proprietary adaptive rate codec enable us to provide both high-quality and high-definition, real-time video to our customers even in low-bandwidth environments.
Goodwill amounts are not amortized, but rather tested for impairment at least annually, in the fourth quarter of each fiscal year, or more often if circumstances indicate that the carrying value may not be recoverable. As of January 31, 2023, no impairment of goodwill has been identified.
Goodwill amounts are not amortized, but rather tested for impairment at least annually, in the fourth quarter of each fiscal year, or more often if circumstances indicate that the carrying value may not be recoverable. As of January 31, 2024, no impairment of goodwill has been identified.
An immediate decrease of ten percent in enterprise value of our largest privately held equity securities held as of January 31, 2023 would not have had a material impact on the value of our investment portfolio. Income Taxes We use the asset and liability method of accounting for income taxes.
An immediate decrease of ten percent in enterprise value of our largest privately held equity securities held as of January 31, 2024 would not have had a material impact on the value of our investment portfolio. Income Taxes We use the asset and liability method of accounting for income taxes.
Our net dollar expansion rate includes the increase in user adoption within our Enterprise customers, as our subscription revenue is primarily driven by the number of paid hosts within a customer and the purchase of additional products, and compares our subscription revenue from the same set of Enterprise customers across comparable periods.
Our net dollar expansion rate includes the increase in user adoption within our Enterprise customers, as our subscription revenue is primarily driven by the number of paid licenses within a customer and the purchase of additional products, and compares our subscription revenue from the same set of Enterprise customers across comparable periods.
For a discussion of the fiscal year ended January 31, 2021 , please refer to Part II, Item 7, “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended January 31, 2022.
For a discussion of the fiscal year ended January 31, 2022, please refer to Part II, Item 7, “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended January 31, 2023.
We also offer vertical-specific plans for Education, Healthcare and Government which provide incremental features and functionality, such as different participant limits, administrative controls, and reporting. 48 Table of Contents For Zoom Phone, plans include Zoom Phone Pro, which provides extension-to-extension calling or can be used with the Bring Your Own Carrier model wherein the customer connects Zoom Phone to an existing carrier.
We also offer vertical-specific plans for Education, Healthcare and Government which provide incremental features and functionality, such as different participant limits, administrative controls, and reporting. For Zoom Phone, plans include Zoom Phone Pro, which provides extension-to-extension calling or can be used with the Bring Your Own Carrier model wherein the customer connects Zoom Phone to an existing carrier.
We routinely evaluate the estimated remaining useful 59 Table of Contents lives of our finite-lived intangible assets and whether events or changes in circumstances warrant a revision to the remaining period of amortization. Indefinite-lived intangible assets are recorded at fair value and are not amortized.
We routinely evaluate the estimated remaining useful lives of our finite-lived intangible assets and whether events or changes in circumstances warrant a revision to the remaining period of amortization. Indefinite-lived intangible assets are recorded at fair value and are not amortized.
On February 7, 2023, as a result of the economic environment, we announced a restructuring plan intended to reduce operating costs and continue advancing our ongoing commitment to profitable growth. The restructuring plan includes a reduction of our current workforce by approximately 15%.
On February 7, 2023, as a result of the economic environment, we announced a restructuring plan intended to reduce operating costs and continue advancing our ongoing commitment to profitable growth. The restructuring plan included a reduction of our then-current workforce by approximately 15%.
Our Zoom One Basic offering is free and gives hosts access to Zoom Meetings with core features but with the limitation that meetings time-out at 40 minutes. Our core paid offerings are available with our Zoom One bundles: Zoom One Pro, Business, Business Plus, Enterprise, and Enterprise Plus.
Our Zoom One Basic offering is free and gives users access to Zoom Meetings with core features but with the limitation that meetings time-out at 40 minutes. Our core paid offerings are available with our Zoom One bundles: Zoom One Pro, Business, Business Plus, Enterprise, Enterprise Plus, and Enterprise Premier.
The decrease in revenue from the rest of the world in the fiscal year ended January 31, 2023 was due to the impact of the strengthening of the U.S dollar along with macroeconomic conditions in the EMEA region. We plan to add local sales support in further select international markets over time.
The decrease in revenue from the rest of the world in the fiscal years ended January 31, 2024 and 2023 was due to the impact of the strengthening of the U.S dollar along with macroeconomic conditions in the EMEA region. We plan to add local sales support in further select international markets over time.
It is important to note that other companies, including companies in our industry, may not use this metrics, may calculate t metrics differently, or may use other financial measures to evaluate their liquidity, all of which could reduce the usefulness of these non-GAAP metrics as a comparative measure.
It is important to note that other companies, including companies in our industry, may not use this metric, may calculate this metric differently, or may use other financial measures to evaluate their liquidity, all of which could reduce the usefulness of this non-GAAP metric as a comparative measure.
We have not recorded any impairment charges during the fiscal years presented. Strategic Investments Accounting for strategic investments in privately held debt and equity securities in which we do not have a controlling interest or significant influence requires us to make significant estimates and assumptions.
We have not recorded any impairment charges during the fiscal years presented. Strategic Investments 61 Table of Contents Accounting for strategic investments in privately held debt and equity securities in which we do not have a controlling interest or significant influence requires us to make significant estimates and assumptions.
Cash from operations could also be affected by various risks and uncertainties, including, but not limited to, the recent changes in macroeconomic conditions such as high inflation, recessionary environments, and the fluctuations in foreign currency exchange rates, could impact the timing of cash collections from our customers and other risks detailed in the section titled “Risk Factors.” However, based on our current business plan and revenue prospects, we believe our existing cash, cash equivalents, and marketable securities, together with net cash provided by operations, will be sufficient to meet our needs for at least the next 12 months and allow us to capitalize on growth opportunities.
Cash from operations could also be affected by various risks and uncertainties, including, but not limited to, the recent macroeconomic shifts, such as high inflation, changes in interest rates and the responses by central banking authorities, potential recessionary environments, and the fluctuations in foreign currency exchange rates, which could impact the timing of cash collections from our customers and other risks detailed in the section titled “Risk Factors.” However, based on our current business plan and revenue prospects, we believe our existing cash, cash equivalents, and marketable securities, together with net cash provided by operations, will be sufficient to meet our needs for at least the next 12 months and allow us to capitalize on growth opportunities.
We then divided that amount by three to calculate the online average monthly churn. 50 Table of Contents Innovation and Expansion of Our Platform We continue to invest resources to enhance the capabilities of our platform.
We then divided that amount by three to calculate the online average monthly churn. Innovation and Expansion of Our Platform We continue to invest resources to enhance the capabilities of our platform.
The online monthly average churn for our Online customers was 3.4%, 3.9%, and 4.9% per month for the fiscal years ended January 31, 2023, 2022 and 2021, respectively.
The online monthly average churn for our Online customers was 3.1%, 3.4%, and 3.9% per month for the fiscal years ended January 31, 2024, 2023 and 2022, respectively.
Revenue from Online customers represented 45.2%, 52.4%, and 54.4% of total revenue for the fiscal years ended January 31, 2023, 2022 and 2021, respectively. The ability to retain these Online customers will have an impact on our future revenue.
Revenue from Online customers represented 42.1%, 45.2%, and 52.4% of total revenue for the fiscal years ended January 31, 2024, 2023 and 2022, respectively. The ability to retain these Online customers will have an impact on our future revenue.
We determine the period of benefit for commissions paid for the acquisition of the initial customer contract by taking into consideration the initial estimated customer life and the technological life of our unified communications and collaboration platform and related significant features. We do not pay sales commissions upon contract renewal.
We determine the period of benefit for commissions paid for the acquisition of the initial customer contract by taking into consideration the initial estimated customer life and the technological life of our unified communications and collaboration platform and related significant features. Sales commission is generally not paid upon contract renewal.
International Opportunity Our platform addresses the communications and collaboration needs of users worldwide, and we see international expansion as a major opportunity. Our revenue from the rest of world (APAC and EMEA) represented 30%, 33%, and 31% of our total revenue for the fiscal years ended January 31, 2023, 2022, and 2021, respectively.
International Opportunity Our platform addresses the communications and collaboration needs of users worldwide, and we see international expansion as a major opportunity. Our revenue from the rest of world (APAC and EMEA) represented 28.7%, 30.5%, and 33.3% of our total revenue for the fiscal years ended January 31, 2024, 2023, and 2022, respectively.
Our trailing 12-month net dollar expansion rate for Enterprise customers was 115%, 130%, and 152% as of January 31, 2023, 2022 and 2021, respectively. Retention of Online Customers In addition to Enterprise customers, we also have a significant number of customers that subscribe to our services directly through our website (“Online customers”).
Our trailing 12-month net dollar expansion rate for Enterprise customers was 101%, 115%, and 130% as of January 31, 2024, 2023 and 2022, respectively. 52 Table of Contents Retention of Online Customers In addition to Enterprise customers, we also have a significant number of customers that subscribe to our services directly through our website (“Online customers”).
As of January 31, 2023, 2022 and 2021 the percentage of total Online MRR from Online customers with a continual term of service of at least 16 months was 72.0%, 59.0% and 10.0% respectively. We calculate our online average monthly churn by starting with the Online customer MRR as of the beginning of the applicable quarter (“Entry MRR”).
As of January 31, 2024, 2023 and 2022 the percentage of total Online MRR from Online customers with a continual term of service of at least 16 months was 74.2%, 72.0% and 58.8% respectively. We calculate our online average monthly churn by starting with the Online customer MRR as of the beginning of the applicable quarter (“Entry MRR”).
Revenue from these customers represented 27%, 22%, and 20% of total revenue for the fiscal years ended January 31, 2023, 2022, and 2021, respectively. As of January 31, 2023, 2022, and 2021, we had 3,471, 2,725, and 1,644 customers, respectively, that contributed more than $100,000 of trailing 12 months revenue, demonstrating our rapid penetration of larger organizations, including enterprises.
Revenue from these customers represented 29.2%, 27.1%, and 21.9% of total revenue for the fiscal years ended January 31, 2024, 2023, and 2022, respectively. As of January 31, 2024, 2023, and 2022, we had 3,810, 3,471, and 2,725 customers, respectively, that contributed more than $100,000 of trailing 12 months revenue, demonstrating our rapid penetration of larger organizations, including enterprises.
We generate revenue from the sale of subscriptions to our unified communications and collaboration platform. Subscription revenue is driven primarily by the number of paid hosts as well as purchases of additional products, including Zoom Phone, Zoom Spaces, Zoom Events, Zoom Contact Center and Zoom IQ for Sales.
We generate revenue from the sale of subscriptions to our unified communications and collaboration platform. Subscription revenue is driven primarily by the number of customers as well as purchases of additional products, including Zoom Phone, Zoom Spaces, Zoom Events, Zoom Contact Center and Zoom Revenue Accelerator.
The following table presents a summary of our cash flows for the fiscal years presented and a reconciliation of FCF to net cash provided by operating activities, the most directly comparable financial measure calculated in accordance with GAAP: Year Ended January 31, 2023 2022 2021 (in thousands) Net cash provided by operating activities $ 1,290,262 $ 1,605,266 $ 1,471,177 Less: purchases of property and equipment (103,826) (132,590) (79,972) Free cash flow (non-GAAP) $ 1,186,436 $ 1,472,676 $ 1,391,205 Net cash used in investing activities $ (318,322) $ (2,859,097) $ (1,562,420) Net cash (used in) provided by financing activities $ (936,942) $ 34,068 $ 2,050,277 Components of Results of Operations Revenue We derive our revenue from subscription agreements with customers for access to our unified communications and collaboration platform.
The following table presents a summary of our cash flows for the fiscal years presented and a reconciliation of FCF to net cash provided by operating activities, the most directly comparable financial measure calculated in accordance with GAAP: Year Ended January 31, 2024 2023 2022 (in thousands) Net cash provided by operating activities $ 1,598,836 $ 1,290,262 $ 1,605,266 Less: purchases of property and equipment (126,953) (103,826) (132,590) Free cash flow (non-GAAP) $ 1,471,883 $ 1,186,436 $ 1,472,676 Net cash used in investing activities $ (1,183,689) $ (318,322) $ (2,859,097) Net cash provided by (used in) financing activities $ 60,186 $ (936,942) $ 34,068 Components of Results of Operations Revenue We derive our revenue from subscription agreements with customers for access to our unified communications and collaboration platform.
Liquidity and Capital Resources As of January 31, 2023, our principal sources of liquidity were cash, cash equivalents, and marketable securities of $5.4 billion, which were held for working capital purposes and for investment in growth opportunities.
Liquidity and Capital Resources As of January 31, 2024, our principal sources of liquidity were cash, cash equivalents, and marketable securities of $7.0 billion, which were held for working capital purposes and for investment in growth opportunities.
We define Enterprise customers as distinct business units who have been engaged by either our direct sales team, resellers, or strategic partners. Revenue from Enterprise customers represented 54.8%, 47.6% and 45.6% of total revenue for the year ending January 31, 2023, 2022 and 2021, respectively.
We define Enterprise customers as distinct business units who have been engaged by either our direct sales team, resellers, or strategic partners. Revenue from Enterprise customers represented 57.9%, 54.8% and 47.6% of total revenue for the fiscal years ended January 31, 2024, 2023 and 2022, respectively.
For example, for the year ended January 31, 2023, we experienced unfavorable foreign currency impact as a result of the continued strengthening of the U.S. dollar compared to certain foreign jurisdictions where we do a significant amount of business, which resulted in a $69.1 million negative impact on revenue for the year ended January 31, 2023.
In addition, for the fiscal year ended January 31, 2024, we experienced unfavorable foreign currency impact as a result of the continued strengthening of the U.S. dollar compared to certain foreign jurisdictions where we do a significant amount of business, which resulted in a $34.1 million 51 Table of Contents negative impact on revenue for the fiscal year ended January 31, 2024.
While we believe global demand for our platform will continue to increase as international market awareness of Zoom grows, our ability to conduct our operations internationally will require considerable management attention and resources, and is subject to the particular challenges of supporting a rapidly growing business in an environment of multiple languages, cultures, customs, legal and regulatory systems, alternative dispute systems, and commercial markets.
While we believe global demand for our platform will continue to increase as international market awareness of Zoom grows, our ability to conduct our operations internationally will require considerable management attention and resources, and is subject to the particular challenges of supporting a rapidly growing business in an environment of multiple languages, cultures, customs, legal and regulatory systems, alternative dispute systems, and commercial markets. 53 Table of Contents Key Business Metrics We review the following key business metrics to measure our performance, identify trends, formulate financial projections, and make strategic decisions.
The increase in revenue was due to a 23.6% increase in revenue from subscription services provided to Enterprise customers, of which 87.6% and 12.4% were from existing and new customers, respectively. This increase was partially offset by a 7.7% decline in revenue from subscription services provided to Online customers.
The increase in revenue was due to an 8.7% increase in revenue from subscription services provided to Enterprise customers, of which 80.3% and 19.7% were from existing and new customers, respectively. This increase was partially offset by a 3.8% decline in revenue from subscription services provided to Online customers.
Our primary uses of cash from operating activities are for employee-related expenditures, costs related to hosting our platform, and marketing expenses. Net cash provided by operating activities is impacted by our net income adjusted for certain non-cash items, such as stock-based compensation expense, depreciation and amortization expenses, as well as the effect of changes in operating assets and liabilities.
Net cash provided by operating activities is impacted by our net income adjusted for certain non-cash items, such as stock-based compensation expense, depreciation and amortization expenses, as well as the effect of changes in operating assets and liabilities.
As of January 31, 2023, 2022, and 2021, we had approximately 213,000, 191,000, and 141,100 Enterprise customers, respectively.
As of January 31, 2024, 2023, and 2022, we had approximately 220,400, 213,000, and 191,000 Enterprise customers, respectively.
For a discussion of the fiscal year ended January 31, 2022 compared to the fiscal year ended January 31, 2021, please refer to Part II, Item 7, “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended January 31, 2022.
See Note 11 of the Notes to Consolidated Financial Statements for further information. 58 Table of Contents For a discussion of the fiscal year ended January 31, 2023 compared to the fiscal year ended January 31, 2022, please refer to Part II, Item 7, “Management's Discussion and Analysis of Financial Condition and Results of Operations” in our Annual Report on Form 10-K for the fiscal year ended January 31, 2023.
Sales and marketing expenses also include credit card processing fees related to sales and amortization of deferred contract acquisition costs. 52 Table of Contents General and Administrative General and administrative expenses primarily consist of personnel-related expenses associated with our finance and legal organizations; professional fees for external legal, accounting, and other consulting services; expected credit losses; insurance; certain indirect taxes; litigation settlements; corporate security and regulatory expenses; and allocated overhead.
General and Administrative General and administrative expenses primarily consist of personnel-related expenses associated with our finance and legal organizations; professional fees for external legal, accounting, and other consulting services; expected credit losses; insurance; certain indirect taxes; litigation settlements; corporate security and regulatory expenses; and allocated overhead.
These costs are related to our co-located data centers, third-party cloud hosting, integrated third-party PSTN services, personnel-related expenses, amortization of capitalized software development and acquired intangible assets, royalty payments, and allocated overhead.
Cost of Revenue Cost of revenue primarily consists of costs related to hosting our unified communications and collaboration platform and providing general operating support services to our customers. These costs are related to our co-located data centers, third-party cloud hosting, integrated third-party PSTN services, personnel-related expenses, amortization of capitalized software development and acquired intangible assets, royalty payments, and allocated overhead.
Many factors may contribute to declines in our growth rate, among other things, higher market penetration, increased competition, slowing demand for our platform from the tapering of the COVID-19 pandemic, a slower than anticipated capitalization on growth opportunities, and the maturation of our business. We continue to monitor the impacts of the COVID-19 pandemic on our business.
Many factors may contribute to declines in our growth rate as compared to prior fiscal years, among other things, higher market penetration, increased competition, slowing demand for our platform, a slower than anticipated capitalization on growth opportunities, and the maturation of our business.
This expansion in the use of our platform also provides us with opportunities to market and sell additional products to our customers, such as Zoom for Home, Rooms at each office location, Developer Platform solutions, Spaces, Events, Contact Center and IQ for Sales.
This expansion in the use of our platform also provides us with opportunities to market and sell additional products to our customers, such as Zoom Phone, Spaces, Contact Center, Revenue Accelerator, Events and Developer Platform Solutions.
These customers are a subset of Enterprise customers. Non-GAAP Financial Measures In addition to our results determined in accordance with GAAP, we believe that free cash flow (“FCF”) is a non-GAAP financial measure that is useful in evaluating our liquidity.
These customers are a subset of Enterprise customers. Non-GAAP Financial Measures In addition to our results determined in accordance with GAAP, we believe that free cash flow (“FCF”) is a non-GAAP financial measure that is useful in evaluating our liquidity. Free Cash Flow We define FCF as GAAP net cash provided by operating activities less purchases of property and equipment.
We refer to hosts who subscribe to a paid Zoom Meeting plan as “paid hosts.” We define a customer as a separate and distinct buying entity, which can be a single paid user or host or an organization of any size (including a distinct unit of an organization) that has multiple paid hosts.
We define a customer as a separate and distinct buying entity, which can be a single paid user or an organization of any size (including a distinct unit of an organization) that has multiple users.
Operating Expenses Research and Development Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Research and development $ 774,059 $ 362,990 $ 411,069 113.2 % Research and development expense for the fiscal year ended January 31, 2023 increased by $411.1 million, or 113.2%, compared to the fiscal year ended January 31, 2022.
Operating Expenses Research and Development Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Research and development $ 803,187 $ 774,059 $ 29,128 3.8 % Research and development expense for the fiscal year ended January 31, 2024, increased by $29.1 million, or 3.8%, compared to the fiscal year ended January 31, 2023.
While we believe there is a significant market 49 Table of Contents opportunity that our platform addresses, it is difficult to predict customer adoption rates or the future growth rate and size of the market for our platform.
Our operating results and growth prospects will depend, in part, on our ability to attract new customers. While we believe there is a significant market opportunity that our platform addresses, it is difficult to predict customer adoption rates or the future growth rate and size of the market for our platform.
Gains on Strategic Investments, Net Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) (Losses) Gains on strategic investments, net $ (37,571) $ 43,761 $ 81,332 (185.9) % Losses on strategic investments, net recognized during the fiscal year ended January 31, 2023 were primarily driven by $36.8 million of unrealized losses recognized on our publicly traded equity securities, while gains on strategic investments, net recognized during the fiscal year ended January 31, 2022 were driven by $49.9 million of unrealized gains recognized on our privately held equity securities, partially offset by $6.2 million unrealized losses recognized on our publicly traded equity securities.
Gains (Losses) on Strategic Investments, Net Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Gains (losses) on strategic investments, net $ 109,770 $ (37,571) $ 147,341 392.2 % Gains on strategic investments, net, of $109.8 million for the fiscal year ended January 31, 2024, was driven by realized and unrealized gains on our publicly and privately held securities, while losses on strategic investments, net, of $37.6 million for the fiscal year ended January 31, 2023, were primarily driven by unrealized losses recognized on our publicly traded equity securities.
Key Business Metrics We review the following key business metrics to measure our performance, identify trends, formulate financial projections, and make strategic decisions. Number of Enterprise Customers We believe that our ability to increase the number of Enterprise customers is an indicator of our potential future business opportunities, the growth of our business, and an indicator of our market penetration.
Number of Enterprise Customers We believe that our ability to increase the number of Enterprise customers is an indicator of our potential future business opportunities, the growth of our business, and an indicator of our market penetration.
Net cash provided by financing activities of $34.1 million for the fiscal year ended January 31, 2022 was primarily due to proceeds from issuance of common stock pursuant to our ESPP of $59.3 million, proceeds from the exercise of stock options of $14.4 million, offset by proceeds from international employee stock sales remitted to employees and tax authorities of $40.0 million.
Financing Activities Net cash provided by financing activities of $60.2 million for the fiscal year ended January 31, 2024 was due to proceeds from issuance of common stock pursuant to our employee stock purchase plan (“ESPP”) of $54.1 million and proceeds from the exercise of stock options of $10.2 million, partially offset by proceeds from employee equity transactions remitted to employees and tax authorities, net, of $4.1 million.
General and Administrative Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) General and administrative $ 576,431 $ 482,770 $ 93,661 19.4 % General and administrative expense for the fiscal year ended January 31, 2023 increased by $93.7 million, or 19.4%, compared to the fiscal year ended January 31, 2022.
General and Administrative Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) General and administrative $ 579,650 $ 576,431 $ 3,219 0.6 % General and administrative expense for the fiscal year ended January 31, 2024, increased by $3.2 million, or 0.6%, compared to the fiscal year ended January 31, 2023.
We had net income of $103.7 million, $1,375.6 million, and $672.3 million for the fiscal years ended January 31, 2023, 2022, and 2021, respectively. Net cash provided by operating activities was $1,290.3 million, $1,605.3 million, and $1,471.2 million for the fiscal years ended January 31, 2023, 2022, and 2021, respectively.
Net cash provided by operating activities was $1,598.8 million, $1,290.3 million, and $1,605.3 million for the fiscal years ended January 31, 2024, 2023, and 2022, respectively.
Our revenue was $4,393.0 million, $4,099.9 million, and $2,651.4 million for the fiscal years ended January 31, 2023, 2022, and 2021, respectively, representing period-over-period growth rate of 7% and 55% for fiscal year 2023 and fiscal year 2022, respectively.
Our revenue was $4,527.2 million, $4,393.0 million, and $4,099.9 million for the fiscal years ended January 31, 2024, 2023, and 2022, respectively, representing year-over-year growth of 3.1% and 7.1%, respectively. We had net income of $637.5 million, $103.7 million, and $1,375.6 million for the fiscal years ended January 31, 2024, 2023, and 2022, respectively.
Other (Expense) Income, Net Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Other income (expense), net $ 41,418 $ (5,720) $ 47,138 (824.1) % Other income (expense), net for the fiscal year ended January 31, 2023 increased by $47.1 million, or 824.1%, compared to the fiscal year ended January 31, 2022.
Other Income, Net Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Other income, net $ 197,263 $ 41,418 $ 155,845 376.3 % Other income, net for the fiscal year ended January 31, 2024 increased by $155.8 million, or 376.3%, compared to the fiscal year ended January 31, 2023.
Cost of Revenue Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Cost of revenue $ 1,100,451 $ 1,054,554 $ 45,897 4.4 % Gross profit 3,292,509 3,045,310 247,199 8.1 % Gross margin 74.9 % 74.3 % Cost of revenue for the fiscal year ended January 31, 2023 increased by $45.9 million, or 4.4%, compared to the fiscal year ended January 31, 2022.
Cost of Revenue Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Cost of revenue $ 1,077,801 $ 1,100,451 $ (22,650) (2.1) % Gross profit 3,449,423 3,292,509 156,914 4.8 % Gross margin 76.2 % 74.9 % Cost of revenue for the fiscal year ended January 31, 2024, decreased by $22.7 million, or 2.1%, compared to the fiscal year ended January 31, 2023.
The amount of revenue recognized reflects the consideration that we expect to receive in exchange for these services over the contract term which can include a free period discount. Cost of Revenue Cost of revenue primarily consists of costs related to hosting our unified communications and collaboration platform and providing general operating support services to our customers.
The amount of revenue recognized reflects 54 Table of Contents the consideration that we expect to receive in exchange for these services over the contract term which can include a free period discount.
Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material.
Critical accounting estimates are accounting estimates where the nature of the estimates are material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change and the impact of the estimates on financial condition or operating performance is material. 60 Table of Contents We believe that of our significant accounting policies, which are described in Note 1 “Summary of Business and Significant Accounting Policies” to our consolidated financial statements, the following critical estimates involve a greater degree of judgment and complexity.
See the “Future minimum lease payments” table in Note 7 and “Non-cancelable Purchase Obligations” in Note 9 to our consolidated financial statements included in Part II, Item 8 of this Form 10-K for more details. 57 Table of Contents Cash Flows The following table summarizes our cash flows for the periods presented: Year Ended January 31, 2023 2022 2021 (in thousands) Net cash provided by operating activities $ 1,290,262 $ 1,605,266 $ 1,471,177 Net cash used in investing activities $ (318,322) $ (2,859,097) $ (1,562,420) Net cash (used in) provided by financing activities $ (936,942) $ 34,068 $ 2,050,277 Operating Activities Our largest source of operating cash is cash collections from our customers for subscriptions to our platform.
Cash Flows The following table summarizes our cash flows for the periods presented: Year Ended January 31, 2024 2023 2022 (in thousands) Net cash provided by operating activities $ 1,598,836 $ 1,290,262 $ 1,605,266 Net cash used in investing activities $ (1,183,689) $ (318,322) $ (2,859,097) Net cash provided by (used in) financing activities $ 60,186 $ (936,942) $ 34,068 Operating Activities Our largest source of operating cash is cash collections from our customers for subscriptions to our platform.
Net cash used in investing activities of $2,859.1 million for the fiscal year ended January 31, 2022 was primarily due to net purchases of marketable securities of $2,404.8 million, purchases of strategic investments of $305.1 million, purchases of property and equipment of $132.6 million, purchases of intangible assets of $13.0 million, and cash paid for acquisition, net of cash acquired, of $3.5 million.
Investing Activities Net cash used in investing activities of $1,183.7 million for the fiscal year ended January 31, 2024 was due to net purchases of marketable securities of $951.4 million, cash paid for acquisition, net of cash acquired, of $204.9 million, purchases of property and equipment of $127.0 million, purchases of strategic investments of $70.5 million, partially offset by proceeds from strategic investments of $170.1 million.
Net cash provided by operating activities was $1,290.3 million for the fiscal year ended January 31, 2023, compared to $1,605.3 million for the fiscal year ended January 31, 2022. The decrease in operating cash flow was mainly driven by higher income tax payments and lower increases in deferred revenue.
Net cash provided by operating activities was $1,598.8 million for the fiscal year ended January 31, 2024, compared to $1,290.3 million for the fiscal year ended January 31, 2023.
The change in income taxes was primarily due to tax shortfalls on stock-based compensation, non-deductible stock-based compensation expense, changes in the valuation allowance on certain state deferred tax assets, and other compensation-related permanent differences as of January 31, 2023, compared to tax windfalls on stock-based compensation and the valuation allowance release on the U.S. federal and state deferred tax assets during the fiscal year ended January 31, 2022.
The change in income taxes was primarily due to changes in income before taxes, tax shortfalls on stock-based compensation, the foreign-derived intangible income deduction, and the valuation allowance recorded against certain federal, state, and foreign deferred tax assets as of January 31, 2024.
Off-Balance Sheet Arrangements We do not have any off-balance sheet arrangements as defined in Item 303(a)(4)(ii) of Regulation S-K promulgated by the SEC under the Securities Act. 58 Table of Contents Critical Accounting Estimates Critical accounting estimates are those accounting estimates that require the most difficult, subjective or complex judgments, often as a result of the need to make estimates about the effect of matters that are inherently uncertain.
Off-Balance Sheet Arrangements We do not have any off-balance sheet arrangements as defined in Item 303(a)(4)(ii) of Regulation S-K promulgated by the SEC under the Securities Act.
Gross margin increased to 74.9% for the fiscal year ended January 31, 2023 from 74.3% for the fiscal year ended January 31, 2022.
Gross margin increased to 76.2% for the fiscal year ended January 31, 2024 from 74.9% for the fiscal year ended January 31, 2023. The increase in gross margin was mainly due to the decrease in personnel-related expenses.
For example, we have recently introduced a number of product enhancements, including new features for Zoom Phone, Zoom Meetings, Zoom Webinars, and Zoom Events and launched Zoom Contact Center, Zoom Virtual Agent, Zoom IQ for sales, Zoom Whiteboard and Zoom Mail and Calendar.
For example, we have recently introduced a number of new products and enhancements including Zoom AI Companion, new features for Zoom Contact Center, Zoom Notes, integration of Workvivo into the Zoom desktop client, and ongoing enhancements for Zoom Phone, Meetings, Zoom Rooms, Huddles, Webinars and Zoom Events.
These estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.
Critical Accounting Estimates Critical accounting estimates are those accounting estimates that require the most difficult, subjective or complex judgments, often as a result of the need to make estimates about the effect of matters that are inherently uncertain. These estimates are developed based on historical experience and various other assumptions that we believe to be reasonable under the circumstances.
Expected timing of those payments are as follows: Payments Due by Period Total Less Than 1 Year 1 – 3 Years 3 – 5 Years More Than 5 Years (in thousands) Operating lease obligations $ 105,176 $ 25,886 $ 48,706 $ 22,580 $ 8,004 Non-cancelable purchase obligations 298,855 191,902 104,253 2,700 — Total contractual obligations $ 404,031 $ 217,788 $ 152,959 $ 25,280 $ 8,004 The contractual commitment amounts in the table above are associated with agreements that are enforceable and legally binding.
Expected timing of those payments are as follows: Payments Due by Period Total Less Than 1 Year 1 – 3 Years 3 – 5 Years More Than 5 Years (in thousands) Operating lease obligations $ 78,411 $ 26,922 $ 35,405 $ 15,467 $ 617 Non-cancelable purchase obligations 615,761 247,361 356,536 11,864 — Total contractual obligations $ 694,172 $ 274,283 $ 391,941 $ 27,331 $ 617 The contractual commitment amounts in the table above are associated with agreements that are enforceable and legally binding.
Our customers in Russia, Belarus, and Ukraine represented less than 1% of our net assets and total consolidated revenue as of the year ended January 31, 2023. If the Russia-Ukraine war continues or worsens, leading to additional sanctions, tightened export restrictions, and greater global economic disruptions and uncertainty, our business and results of operations could be materially impacted.
If the conflicts in these regions persist or worsen, possibly leading to additional sanctions, tightened export restrictions, and greater global economic disruptions and uncertainty, our business and results of operations could be materially impacted. Refer to “Part I, Item 1A.
The remainder of the increase was primarily attributable to an increase of $21.6 million in allocated overhead expenses. 55 Table of Contents Sales and Marketing Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Sales and marketing $ 1,696,590 $ 1,135,959 $ 560,631 49.4 % Sales and marketing expense for the fiscal year ended January 31, 2023 increased by $560.6 million, or 49.4%, compared to the fiscal year ended January 31, 2022.
Sales and Marketing Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Sales and marketing $ 1,541,307 $ 1,696,590 $ (155,283) (9.2) % Sales and marketing expense for the fiscal year ended January 31, 2024, decreased by $155.3 million, or 9.2%, compared to the fiscal year ended January 31, 2023.
Key Factors Affecting Our Performance Acquiring New Customers We are focused on continuing to grow the number of customers that use our platform. Our operating results and growth prospects will depend, in part, on our ability to attract new customers.
Risk Factors” of this Annual Report on Form 10-K for further discussions of the potential impacts of the current macroeconomic conditions on our business. Key Factors Affecting Our Performance Acquiring New Customers We are focused on continuing to grow the number of customers that use our platform.
The increase was primarily due to an increase of $147.9 million in personnel-related expenses, which includes an increase of $104.9 million in stock-based compensation expense, mainly driven by additional headcount and expanded equity programs, an increase of $29.8 million related to subscription to software-based services, and an increase in allocated overhead of $8.7 million , partially offset by a decrease of $144.6 million in costs mainly driven by the net impact of the transition from third-party cloud hosting to internal data centers and cloud optimization.
The increase was primarily due to a $15.7 million increase in personnel-related expenses, which includes a $25.8 million increase in payroll taxes and benefits, and $19.6 million in restructuring and related expenses, partially offset by a $29.7 million decrease in stock-based compensation expense, driven by a prior year change in our equity program.
The increase was primarily due to higher personnel-related expenses of $388.4 million, which includes a $248.7 million increase in stock-based compensation expense, mainly driven by the increased headcount and expanded equity programs, and an increase of $139.7 million in non-stock based related personal costs due to a 67% increase in headcount.
The decrease was primarily due to a $22.5 million decrease in personnel-related expenses, which includes a $32.6 million decrease in stock-based compensation expense, driven by a prior year change in our equity program, partially offset by restructuring and related expenses of $7.1 million and a $2.9 million increase in payroll taxes and benefits.
Macroeconomic Conditions and other Factors Recent changes in macroeconomic conditions such as high inflation, recessionary and uncertain environments, and fluctuations in foreign currency exchange rates, have and may continue to cause uncertainty in our business. For the year ended January 31, 2023, we experienced continued growth in total revenue and revenue from Enterprise customers.
Macroeconomic Conditions and other Factors Recent macroeconomic shifts, including high inflation, elevated interest rates, and the responses by central banking authorities, potential recessionary environments, and fluctuations in foreign currency exchange rates, have introduced uncertainty to our business.
The increase was mainly driven by an increase of $45.6 million in investment yield. 56 Table of Contents Provision for (Benefit from) Income Taxes Year Ended January 31, 2023 2022 $ Change % Change (in thousands, except percentages) Provision for (benefit from) income taxes $ 145,565 $ (274,007) $ 419,572 (153.1) % Provision for income taxes for the fiscal year ended January 31, 2023 was $145.6 million, compared to a benefit from income taxes of $274.0 million the fiscal year ended January 31, 2022.
Provision for Income Taxes Year Ended January 31, 2024 2023 $ Change % Change (in thousands, except percentages) Provision for income taxes $ 194,850 $ 145,565 $ 49,285 33.9 % Provision for income taxes for the fiscal year ended January 31, 2024 increased by $49.3 million, or 33.9%, compared to the fiscal year ended January 31, 2023.
The increase in general and administrative expense was primarily due to an increase of $193.2 million in personnel-related expenses, which includes a $151.7 million increase in stock-based compensation expense, mainly driven by additional headcount and expanded equity programs, and an increase of $11.4 million related to subscription to software-based services offset by a decrease of $71.1 million in litigation settlement expense, net of amounts estimated to be covered by insurance and a decrease of $24.1 million related to professional services composed primarily of legal and other consulting fees.
The increase in general and administrative expense was primarily due to $34.8 million increase in legal expense, including litigation settlements, and restructuring and related expenses of $13.3 million; partially offset by $24.3 million decrease in stock-based compensation expense, driven by a prior year change in our equity program and $14.4 million decrease in administrative overhead.
Stock Repurchase Program In February 2022, our board of directors authorized a stock repurchase program of up to $1.0 billion of our Class A common, which was completed in December 2022. See Note 10 "Stockholders’ Equity and Equity Incentive Plans" of this Annual Report on Form 10-K for additional information related to share repurchases.
Stock Repurchase Program In February 2024, our Board of Directors authorized a stock repurchase program of up to $1.5 billion of our Class A common stock.
The increase in sales and marketing expense was primarily due to higher personnel-related expenses of $471.4 million, which includes an increase of $303.1 million in stock based compensation, mainly driven by additional headcount and expanded equity programs, and an increase of $82.1 million in amortization of deferred contract acquisition costs.
The decrease in sales and marketing expense was primarily due to a $167.5 million decrease personnel-related expenses, which includes a $159.3 million decrease in stock-based compensation expense, driven by a prior year change in our equity program, and a $41.0 million decrease in payroll taxes and benefits, partially offset by 57 Table of Contents restructuring and related expenses of $32.9 million.
Obligations under contracts that we can cancel without a significant penalty are not included in the table above.
Obligations under contracts that we can cancel without a significant penalty are not included in the table above. Refer to the “Future minimum lease payments” table in Note 7 and “Non-cancelable Purchase Obligations” in Note 9 to our consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for more details.