Biggest changeThese tax effects are dependent on our share price, which we do not control, and a decline in our share price could significantly increase our effective tax rate and adversely affect our financial results. 44 Table of Contents Results of Operations The following tables set forth our results of operations for the periods presented: Fiscal Year Ended March 31, 2023 2022 2021 Amount Percent Amount Percent Amount Percent (in thousands, except percentages) Revenue: Subscription $ 1,083,330 94 % $ 870,439 94 % $ 656,626 93 % Service 75,200 6 % 59,006 6 % 46,883 7 % Total revenue 1,158,530 100 % 929,445 100 % 703,509 100 % Cost of revenue: Cost of subscription 144,445 12 % 111,646 12 % 77,488 11 % Cost of service 62,882 6 % 45,717 5 % 34,903 5 % Amortization of acquired technology 15,564 1 % 15,513 2 % 15,317 2 % Total cost of revenue (1) 222,891 19 % 172,876 19 % 127,708 18 % Gross profit 935,639 81 % 756,569 81 % 575,801 82 % Operating expenses: Research and development (1) 218,349 19 % 156,342 17 % 111,415 16 % Sales and marketing (1) 448,015 39 % 362,116 39 % 245,487 35 % General and administrative (1) 150,031 13 % 126,622 14 % 92,219 13 % Amortization of other intangibles 26,292 2 % 30,157 3 % 34,744 5 % Restructuring and other 141 25 40 Total operating expenses 842,828 675,262 483,905 Income from operations 92,811 81,307 91,896 Other expense, net (2,844) (9,648) (14,043) Income before income taxes 89,967 71,659 77,853 Income tax benefit (expense) 17,992 (19,208) (2,139) Net income $ 107,959 $ 52,451 $ 75,714 _________________ (1) Includes share-based compensation expense as follows: Fiscal Year Ended March 31, 2023 2022 2021 (in thousands) Cost of revenue $ 18,383 $ 12,863 $ 7,307 Research and development 41,406 21,316 11,684 Sales and marketing 51,147 35,957 24,153 General and administrative 35,938 29,400 14,640 Total share-based compensation expense $ 146,874 $ 99,536 $ 57,784 45 Table of Contents Fiscal Years Ended March 31, 2023 and 2022 Revenue Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Subscription $ 1,083,330 $ 870,439 $ 212,891 24 % Service 75,200 59,006 16,194 27 % Total revenue $ 1,158,530 $ 929,445 $ 229,085 25 % Subscription Subscription revenue increased by $212.9 million, or 24%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily due to the growing adoption of the Dynatrace ® platform by new customers combined with existing customers expanding their use of our solutions.
Biggest changeThese tax effects are dependent on our share price, which we do not control, and a decline in our share price could significantly increase our effective tax rate and adversely affect our financial results. 43 Table of Contents Results of Operations The following tables set forth our results of operations for the periods presented: Fiscal Year Ended March 31, 2024 2023 2022 Amount Percent Amount Percent Amount Percent (in thousands, except percentages) Revenue: Subscription $ 1,359,354 95 % $ 1,083,330 94 % $ 870,439 94 % Service 71,176 5 % 75,200 6 % 59,006 6 % Total revenue 1,430,530 100 % 1,158,530 100 % 929,445 100 % Cost of revenue: Cost of subscription 184,765 13 % 144,445 12 % 111,646 12 % Cost of service 65,423 5 % 62,882 6 % 45,717 5 % Amortization of acquired technology 16,265 1 % 15,564 1 % 15,513 2 % Total cost of revenue (1) 266,453 19 % 222,891 19 % 172,876 19 % Gross profit 1,164,077 81 % 935,639 81 % 756,569 81 % Operating expenses: Research and development (1) 304,739 21 % 218,349 19 % 156,342 17 % Sales and marketing (1) 534,233 37 % 448,015 39 % 362,116 39 % General and administrative (1) 174,412 12 % 150,172 13 % 126,647 14 % Amortization of other intangibles 22,293 2 % 26,292 2 % 30,157 3 % Total operating expenses 1,035,677 842,828 675,262 Income from operations 128,400 9 % 92,811 8 % 81,307 9 % Interest income (expense), net 37,284 (3,409) (10,192) Other (expense) income, net (10,769) 565 544 Income before income taxes 154,915 89,967 71,659 Income tax (expense) benefit (283) 17,992 (19,208) Net income $ 154,632 $ 107,959 $ 52,451 _________________ (1) Includes share-based compensation expense as follows: Fiscal Year Ended March 31, 2024 2023 2022 (in thousands) Cost of revenue $ 26,622 $ 18,383 $ 12,863 Research and development 69,543 41,406 21,316 Sales and marketing 65,762 51,147 35,957 General and administrative 46,969 35,938 29,400 Total share-based compensation expense $ 208,896 $ 146,874 $ 99,536 44 Table of Contents Fiscal Years Ended March 31, 2024 and 2023 Revenue Fiscal Year Ended March 31, Change 2024 2023 Amount Percent (in thousands, except percentages) Subscription $ 1,359,354 $ 1,083,330 $ 276,024 25 % Service 71,176 75,200 (4,024) (5 %) Total revenue $ 1,430,530 $ 1,158,530 $ 272,000 23 % Subscription Subscription revenue increased by $276.0 million, or 25%, for the year ended March 31, 2024, as compared to the year ended March 31, 2023, primarily due to the growing adoption of the Dynatrace platform by new customers combined with existing customers expanding their use of our solutions.
Changes in foreign currency exchange rates negatively impacted our revenue by $41.9 million. Our subscription revenue remained consistent at 94% of total revenue for the years ended March 31, 2023 and March 31, 2022. Service Service revenue increased by $16.2 million, or 27%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022.
Changes in foreign currency exchange rates negatively impacted our revenue by $41.9 million. Our subscription revenue remained consistent at 94% of total revenue for the years ended March 31, 2023 and 2022. Service Service revenue increased by $16.2 million, or 27%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022.
Subscription gross margin remained consistent at 87% of total gross margin during the years ended March 31, 2023 and March 31, 2022. The increase in gross profit was primarily due to the growth of the Dynatrace ® platform by new customers combined with existing customers expanding their use of our solutions.
Subscription gross margin remained consistent at 87% of total gross margin during the years ended March 31, 2023 and 2022. The increase in gross profit was primarily due to the growth of the Dynatrace platform by new customers combined with existing customers expanding their use of our solutions.
The decrease was primarily the result of lower amortization for certain intangible assets that are amortized on a systematic basis that reflects the pattern in which the economic benefits of the intangible assets are estimated to be realized and the completion of amortization on certain intangibles.
The decrease was primarily the result of lower amortization for certain intangible assets that are amortized on a systematic basis that reflects the pattern in which the economic benefits of the intangible assets are estimated to be realized and the completion of amortization on certain intangibles.
For the year ended March 31, 2022, cash provided by operating activities was $250.9 million as a result of net income of $52.5 million, and adjusted by non-cash charges of $145.5 million and a change of $53.0 million in our operating assets and liabilities.
For the year ended March 31, 2022, cash provided by operating activities was $250.9 million as a result of a net income of $52.5 million, and adjusted by non-cash charges of $145.5 million and a change of $53.0 million in our operating assets and liabilities.
Investing Activities Cash used in investing activities during the year ended March 31, 2023 was $21.5 million as a result of purchases of property and equipment.
Cash used in investing activities during the year ended March 31, 2023 was $21.5 million as a result of purchases of property and equipment.
We typically invoice SaaS subscription fees and term licenses annually in advance and recognize subscription revenue ratably over the term of the applicable agreement, provided that all other revenue recognition criteria have been satisfied. Fees for our Dynatrace ® perpetual licenses are generally billed up front. See the section titled “Critical Accounting Policies and Estimates—Revenue Recognition” for more information.
We typically invoice SaaS subscription fees and term licenses annually in advance and recognize subscription revenue ratably over the term of the applicable agreement, provided that all other revenue recognition criteria have been satisfied. Fees for our Dynatrace perpetual licenses are generally billed up front. See the section titled “Critical Accounting Policies and Estimates—Revenue Recognition” for more information. Service.
These changes were partially offset by an increase in accounts receivable of $108.8 million due to the timing of receipts of payments from customers, an increase in deferred commissions of $29.5 million due to commissions paid on new bookings, and an increase in prepaid expenses and other assets of $8.1 driven by the timing of payments in advance of future services.
These changes were partially offset by an increase in accounts receivable of $108.8 million due to the timing of receipts of payments from customers, an increase in deferred commissions of $29.5 million due to commissions paid on new bookings, and an increase in prepaid expenses and other assets of $8.1 million driven by the timing of payments made in advance of future services.
Income Tax Expense Our income tax expense, deferred tax assets and liabilities, and liabilities for unrecognized tax benefits reflect management’s best assessment of estimated current and future taxes to be paid. We are subject to income taxes in both the United States and numerous foreign jurisdictions. Significant judgments and estimates are required in determining the consolidated income tax expense.
Income Tax (Expense) Benefit Our income tax expense, deferred tax assets and liabilities, and liabilities for unrecognized tax benefits reflect management’s best assessment of estimated current and future taxes to be paid. We are subject to income taxes in both the United States and numerous foreign jurisdictions. Significant judgments and estimates are required in determining the consolidated income tax expense.
As enterprises and public sector institutions embrace modern cloud environments as the underlying foundation of their digital transformations, we believe that the scale, growing complexity, and dynamic nature of these environments are rapidly making solutions such as the Dynatrace® platform mandatory instead of optional for many organizations.
As enterprises and public sector institutions embrace modern cloud environments as the underlying foundation of their business and digital transformations, we believe that the scale, growing complexity, and dynamic nature of these environments are rapidly making solutions such as the Dynatrace platform mandatory instead of optional for many organizations.
Key Factors Affecting Our Performance Our historical financial performance has been, and we expect our financial performance in the future to be, driven by our ability to: • Extend our technology and market leadership position. We intend to maintain our position as the market-leading unified observability and security platform through increased investment in research and development and continued innovation.
Key Factors Affecting Our Performance Our historical financial performance has been, and we expect our financial performance in the future to be, driven by our ability to: • Extend our technology and market leadership position. We intend to maintain our position as the market-leading unified observability and security platform through increased investment in research and development, and innovation.
Gross profit has been and will continue to be affected by various factors, including the mix of our subscription and service and other revenue, the costs associated with third-party cloud-based hosting services for our cloud-based subscriptions, and the extent to which we expand our customer support and services organizations.
Gross profit has been and will continue to be affected by various factors, including the mix of our subscription and service revenue, the costs associated with third-party cloud-based hosting services for our cloud-based subscriptions, and the extent to which we expand our customer support and services organizations.
The increase was primarily due to increased personnel and other costs to expand our product offerings of $29.2 million, and higher share-based compensation of $20.1 million. Also contributing to the increase were higher allocated overhead costs of $9.8 million, higher travel expenses of $1.6 million, and increased cloud-based hosting costs of $1.5 million.
The increase was primarily due to increased personnel and other costs to expand our product offerings of $29.2 million, and higher share-based compensation expense of $20.1 million. Also contributing to the increase were higher allocated overhead costs of $9.8 million, higher travel expenses of $1.6 million, and increased cloud-based hosting costs of $1.5 million.
Cost of service revenue includes salaries, benefits, share-based compensation and related expenses such as employer taxes for our services organization, allocated overhead for depreciation of equipment, facilities and IT. We recognize these expenses as they are incurred. Amortization of acquired technology .
We recognize these expenses as they are incurred. Cost of service . Cost of service revenue includes salaries, bonuses, benefits, share-based compensation, and related expenses such as employer taxes for our services organization, allocated overhead for depreciation of equipment, facilities, and IT. We recognize these expenses as they are incurred. Amortization of acquired technology .
Sales and marketing Sales and marketing expenses increased by $85.9 million, or 24%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily driven by increased personnel costs of $51.7 million and higher share-based compensation of $15.2 million.
Sales and marketing Sales and marketing expenses increased by $85.9 million, or 24%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily driven by increased personnel costs of $51.7 million and higher share-based compensation expense of $15.2 million.
Income Taxes We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events that have been included in the financial statements.
Income Taxes We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events that have been included in the consolidated financial statements.
Also contributing to the increase were increased advertising costs of $1.3 million, increased allocated overhead costs of $1.2 million, and higher share-based compensation of $0.9 million.
Also contributing to the increase were increased advertising costs of $1.3 million, increased allocated overhead costs of $1.2 million, and higher share-based compensation expense of $0.9 million.
Amortization expense for technology acquired in the Thoma Bravo Funds’ acquisition of the Company in 2014 and business combinations. To the extent significant future acquisitions are consummated, we expect that our amortization of acquired technologies may increase due to additional non-cash charges associated with the amortization of intangible assets acquired.
Amortization of acquired technology includes amortization expense for technology acquired in the Thoma Bravo Funds’ acquisition of our company in 2014, business combinations and asset acquisitions. To the extent significant future acquisitions are consummated, we expect that our amortization of acquired technologies may increase due to additional non-cash charges associated with the amortization of intangible assets acquired.
The change in our net operating assets and liabilities was primarily the result of an increase in deferred revenue of $145.5 million due to seasonality in our sales cycle, which is higher in the third and fourth quarters of our fiscal year, an increase in accounts payable and accrued expenses of $58.7 million driven by the timing of payments, and a decrease in prepaid expenses and other assets of $26.8 million driven by timing of an income tax refund and timing of payments in advance of future service.
The change in our net operating assets and liabilities was primarily the result of an increase in deferred revenue of $145.5 million due to seasonality in our sales cycle, which is higher in the third and fourth quarters of our fiscal year, an increase in accounts payable and accrued expenses of $58.7 million driven by the timing of payments, and a decrease in prepaid expenses and other assets of $26.8 million driven by timing of an income tax refund and timing of payments made in advance of future services.
Under this method, deferred tax assets and liabilities are determined based on the differences between the financial statements and tax bases of assets and liabilities and net operating loss and credit carryforwards using enacted tax rates in effect for the year in which the differences are expected to reverse.
Under this method, deferred tax assets and liabilities are determined based on the differences between the consolidated financial statements and income tax bases of assets and liabilities and net operating loss and tax credit carryforwards using enacted tax rates in effect for the year in which the differences are expected to reverse.
In addition, we believe the ease of implementation for Dynatrace® provides us the opportunity to expand adoption within our existing enterprise customers, across new customer applications, and into additional business units or divisions.
In addition, we believe the ease of implementation of Dynatrace provides us with the opportunity to expand adoption within our existing enterprise customers, across new customer applications, and into additional business units or divisions.
Our dollar-based net retention rate reflects customer renewals, expansion, contraction and churn, and excludes the benefit of Dynatrace® ARR resulting from the conversion of Classic products to the Dynatrace® platform. Beginning in fiscal 2023, we began to exclude the headwind associated with the Dynatrace perpetual license 42 Table of Contents ARR given the diminishing impact of perpetual license ARR.
Our dollar-based net retention rate reflects customer renewals, expansion, contraction and churn, and excludes the benefit of Dynatrace ARR resulting from the conversion of Classic products to the Dynatrace platform. Beginning in fiscal 2023, we began to exclude the headwind associated with the Dynatrace perpetual license ARR given the diminishing impact of perpetual license ARR.
Amortization of acquired technologies For the years ended March 31, 2022 and 2021, amortization of acquired technologies was primarily related to amortization expense for technology acquired in connection with Thoma Bravo’s acquisition of our company in 2014.
Amortization of acquired technologies For the years ended March 31, 2023 and 2022, amortization of acquired technologies was primarily related to amortization expense for technology acquired in connection with Thoma Bravo’s acquisition of our company in 2014.
We also incur other non-personnel costs, such as an allocation of our general overhead expenses. During the fourth quarter of fiscal 2023, we refined our methodology used to allocate depreciation expense for certain property and equipment to better align the expense with the related use of the property and equipment.
We also incur other non-personnel costs, such as an allocation of our general overhead expenses, including depreciation of equipment, facilities, IT, and other costs. During the fourth quarter of fiscal 2023, we refined our methodology used to allocate depreciation expense for certain property and equipment to better align the expense with the related use of the property and equipment.
Other Expense, Net Other expense, net, consists primarily of interest expense and foreign currency realized and unrealized gains and losses related to the impact of transactions denominated in a foreign currency, including balances between subsidiaries.
Other (Expense) Income, Net Other (expense) income, net, consists primarily of foreign currency realized and unrealized gains and losses related to the impact of transactions denominated in a foreign currency, including balances between subsidiaries.
Recent Accounting Pronouncements See Note 2, Summary of Significant Accounting Policies, of our accompanying audited consolidated financial statements included in this Annual Report for a description of recently issued accounting pronouncements.
Recent Accounting Pronouncements See Note 2, Significant Accounting Policies, of our audited consolidated financial statements included in this Annual Report for a description of recently issued accounting pronouncements.
Internal Revenue Code (“IRC”) Section 174 For tax years beginning on or after January 1, 2022, the Tax Cuts and Jobs Act of 2017 eliminates the option to currently deduct research and development expenses and requires taxpayers to capitalize and amortize them over five years for research activities performed in the United States and fifteen years for research activities performed outside the United States pursuant to IRC Section 174.
Internal Revenue Code (“IRC”) Section 174 For tax years beginning on or after January 1, 2022, the Tax Cuts and Jobs Act of 2017 eliminated the option to currently deduct research and development expenses and requires taxpayers to capitalize and amortize them over five years for research activities performed in the United States and 15 years for research activities performed outside the United States pursuant to IRC Section 174.
We believe this approach is even more important at this time as we navigate a rapidly evolving and uncertain macroeconomic environment, which can include geopolitical considerations, fluctuations in credit, equity, and foreign currency markets, changes in inflation, interest rates, consumer confidence and spending, and other factors that may affect the buying patterns of our customers and prospective customers, including the size of transactions and length of sales cycles.
We believe this approach is even more important at this time as we navigate the current macroeconomic environment, which can include geopolitical considerations, fluctuations in credit, equity, and foreign currency markets, changes in inflation, interest rates, consumer confidence and spending, and other factors that may affect the buying patterns of our customers and prospective customers, including the size of transactions and length of sales cycles.
However, we believe that our existing cash, cash equivalents, funds available under our revolving credit facility, and cash generated from operations, will be sufficient to meet our cash requirements for at least the next twelve months.
However, we believe that our existing cash, cash equivalents, investments, funds available under our revolving credit facility, and cash generated from operations, will be sufficient to meet our cash requirements for at least the next 12 months.
As of March 31, 2023, we were in compliance with all applicable covenants pertaining to the Credit Facility. The Credit Facility is discussed further in Note 9, Long-term Debt, of our audited consolidated financial statements included in this Annual Report.
As of March 31, 2024, we were in compliance with all applicable covenants pertaining to the Credit Facility. The Credit Facility is discussed further in Note 11, Long-term Debt, of our audited consolidated financial statements included in this Annual Report.
These strategic partners continually work with their customers to help them digitally transform their businesses and reduce cloud complexity. By working more closely with strategic partners, our objective is to participate in digital transformation projects earlier in the purchasing cycle and enable customers to establish more resilient cloud deployments from the start. Key Metrics In addition to our U.S.
These strategic partners continually work with their customers to help them digitally transform their businesses and reduce cloud complexity. By working more closely with strategic partners, our objective is to participate in digital transformation projects earlier in the purchasing cycle and enable customers to establish more resilient cloud deployments from the start.
The decrease in gross profit and gross margin was primarily due to higher personnel and share-based compensation costs.
The decrease in gross profit and gross margin was primarily due to higher personnel and share-based compensation expense.
This law change will increase our U.S. federal and state cash taxes and reduce cash flows in fiscal year 2024 and future years. Share-based compensation The tax effects of the accounting for share-based compensation may significantly impact our effective tax rate from period to period.
This law change increases our U.S. federal and state cash taxes and reduces cash flows in fiscal year 2024 and future years. Share-based compensation The tax effects of the accounting for share-based compensation may significantly impact our effective tax rate from period to period.
We believe that eliminating the perpetual license headwind will result in a dollar-based net retention rate metric that better reflects Dynatrace’s ability to expand existing customer relationships. Dollar-based net retention rate is presented on a constant currency basis. Key Components of Results of Operations Revenue Revenue includes subscriptions and services (and previously included licenses, as discussed below). Subscription.
We believe that eliminating the perpetual license headwind results in a dollar-based net retention rate metric that better reflects Dynatrace’s ability to expand existing customer relationships. Dollar-based net retention rate is presented on a constant currency basis. Key Components of Results of Operations Revenue Revenue includes subscriptions and services. Subscription.
We generate revenue primarily by selling subscriptions, which we define as SaaS agreements, Dynatrace® term-based licenses, Dynatrace® perpetual licenses, and maintenance and support agreements. The majority of our customers deploy Dynatrace® as a SaaS solution to get the latest Dynatrace® features and updates with greatly reduced administrative effort.
We generate revenue primarily by selling subscriptions, which we define as SaaS agreements, term-based licenses, perpetual licenses, and maintenance and support agreements. The majority of our customers deploy Dynatrace as a SaaS solution to get the latest Dynatrace features and updates with greatly reduced administrative effort. We also provide options to deploy our platform in customer-provisioned infrastructure.
Cost of subscription revenue includes all direct costs to deliver and support our subscription products, including salaries, benefits, share-based compensation and related expenses such as employer taxes, third-party hosting fees related to our cloud services, allocated overhead for facilities, IT, and amortization of internally developed capitalized software technology. We recognize these expenses as they are incurred. Cost of service .
Cost of subscription revenue includes all direct costs to deliver and support our subscription products, including salaries, benefits, bonuses, share-based compensation and related expenses such as employer taxes, third-party hosting fees related to our cloud services, allocated overhead for depreciation of equipment, facilities, and IT, and amortization of internally developed capitalized software technology.
Fiscal 2023 Financial Highlights We delivered strong fiscal 2023 financial results in a dynamic macroeconomic environment, demonstrating the durability of our business model. • Our annual recurring revenue (“ARR”) was $1,247 million as of March 31, 2023, which reflected 25% growth year-over-year; • For the full year ended March 31, 2023, we were once again profitable and delivered solid operating income; • As of March 31, 2023, we had approximately $555 million of cash and cash equivalents and no long-term debt; and • Dynatrace® customers increased to more than 3,600 as of March 31, 2023 from approximately 3,300 as of March 31, 2022. 41 Table of Contents We believe in a disciplined and balanced approach to operating our business.
Fiscal 2024 Financial Highlights We delivered strong fiscal 2024 financial results in a dynamic macroeconomic environment, demonstrating the durability of our business model. • Our annual recurring revenue (“ARR”) was $1,504 million as of March 31, 2024, which reflected 21% growth year-over-year; • For the full year ended March 31, 2024, we were once again profitable and delivered solid operating income; • As of March 31, 2024, we had approximately $883 million of cash, cash equivalents, and investments and no long-term debt; and • Dynatrace customers increased to approximately 4,000 as of March 31, 2024 from approximately 3,600 as of March 31, 2023. 40 Table of Contents We believe in a disciplined and balanced approach to operating our business.
Our material cash requirements from known contractual and other obligations consist of our rent payments required under operating lease agreements and non-cancelable purchase obligations for cloud hosting support. As of March 31, 2023, total contractual commitments were $244.4 million, with $78.8 million committed within the next twelve months.
Our material cash requirements from known contractual and other obligations consist of our rent payments required under operating lease agreements and non-cancelable purchase obligations for cloud hosting support. As of March 31, 2024, total contractual commitments were $421.4 million, with $156.2 million committed within the next 12 months.
Financing Activities Cash used in financing activities during the year ended March 31, 2023 was $232.3 million, primarily as a result of repayments of our term loans of $281.1 million, partially offset by proceeds from the exercise of our stock options of $32.9 million and proceeds from our employee stock purchase plan of $17.8 million.
Cash used in financing activities during the year ended March 31, 2023 was $232.3 million, primarily as a result of repayments of our term loans of $281.1 million, partially offset by proceeds from the exercise of our stock options of $32.9 million and proceeds from our employee stock purchase plan of $17.8 million. 51 Table of Contents Cash used in financing activities during the year ended March 31, 2022 was $80.7 million, primarily as a result of repayments of our term loans of $120.0 million, partially offset by proceeds from the exercise of our stock options of $25.5 million and proceeds from our employee stock purchase plan of $13.9 million.
Revenue Recognition We recognize revenue from contracts with customers using the five-step method described in Note 2 of the notes to our consolidated financial statements, included elsewhere in this Annual Report.
Revenue Recognition We recognize revenue from contracts with customers using the five-step method described in Note 2, Significant Accounting Policies, of our audited consolidated financial statements included in this Annual Report.
Amortization of acquired technologies For the years ended March 31, 2023 and 2022, amortization of acquired technologies was primarily related to amortization expense for technology acquired in connection with Thoma Bravo’s acquisition of our company in 2014. 46 Table of Contents Gross Profit and Gross Margin Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Gross profit: Subscription $ 938,885 $ 758,793 $ 180,092 24 % Service 12,318 13,289 (971) (7 %) Amortization of acquired technology (15,564) (15,513) (51) — % Total gross profit $ 935,639 $ 756,569 $ 179,070 24 % Gross margin: Subscription 87 % 87 % Service 16 % 23 % Amortization of acquired technology (100 %) (100 %) Total gross margin 81 % 81 % Subscription Subscription gross profit increased by $180.1 million, or 24%, during the year ended March 31, 2023 compared to the year ended March 31, 2022.
Gross Profit and Gross Margin Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Gross profit: Subscription $ 938,885 $ 758,793 $ 180,092 24 % Service 12,318 13,289 (971) (7 %) Amortization of acquired technology (15,564) (15,513) (51) — % Total gross profit $ 935,639 $ 756,569 $ 179,070 24 % Gross margin: Subscription 87 % 87 % Service 16 % 23 % Amortization of acquired technology (100) % (100 %) Total gross margin 81 % 81 % Subscription Subscription gross profit increased by $180.1 million, or 24%, during the year ended March 31, 2023 compared to the year ended March 31, 2022.
However, operating expenses have also increased as we have invested in growing our business. Our operating cash requirements may increase in the future as we continue to invest in the strategic growth of our company.
Over the past three years, cash flows from customer collections have increased. However, operating expenses have also increased as we have invested in growing our business. Our operating cash requirements may increase in the future as we continue to invest in the strategic growth of our company.
Cash used in investing activities during the year ended March 31, 2022 was $30.9 million as a result of the purchases of property and equipment of $17.7 million and two acquisitions made in the first half of fiscal 2022 of $13.2 million.
Cash used in investing activities during the year ended March 31, 2022 was $30.9 million as a result of purchases of property and equipment of $17.7 million and cash paid for business combination acquisitions of $13.2 million.
Please see the section titled “Risk Factors” included under Part I, Item 1A for further discussion of the possible impact of macroeconomic conditions on our business.
Please see the section titled “Risk Factors” included under Part I, Item 1A for further discussion of the possible impact of macroeconomic conditions on our business and regarding fluctuations in our annual and quarterly operating results.
During the measurement period, which may be up to one year from the acquisition date, we may record adjustments to the fair value of these tangible and intangible assets acquired and liabilities assumed, with the corresponding offset to goodwill.
While we use our best estimates and judgments, our estimates are inherently uncertain and subject to refinement. During the measurement period, which may be up to one year from the acquisition date, we may record adjustments to the fair value of these tangible and intangible assets acquired and liabilities assumed, with the corresponding offset to goodwill.
Cost of Revenue Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Cost of subscription $ 144,445 $ 111,646 $ 32,799 29 % Cost of service 62,882 45,717 17,165 38 % Amortization of acquired technology 15,564 15,513 51 — % Total cost of revenue $ 222,891 $ 172,876 $ 50,015 29 % Cost of subscription Cost of subscription increased by $32.8 million, or 29%, for the year ended March 31, 2023 as compared to the year ended March 31, 2022.
The increase was in line with the growing adoption of the Dynatrace platform by new customers combined with existing customers expanding their use of our solutions. 47 Table of Contents Cost of Revenue Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Cost of subscription $ 144,445 $ 111,646 $ 32,799 29 % Cost of service 62,882 45,717 17,165 38 % Amortization of acquired technology 15,564 15,513 51 — % Total cost of revenue $ 222,891 $ 172,876 $ 50,015 29 % Cost of subscription Cost of subscription increased by $32.8 million, or 29%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022.
Summary of Cash Flows Fiscal Year Ended March 31, 2023 2022 2021 (in thousands) Net cash provided by operating activities (1) $ 354,885 $ 250,917 $ 220,436 Net cash used in investing activities (21,540) (30,890) (13,879) Net cash used in financing activities (232,344) (80,664) (97,802) Effect of exchange rate changes on cash and cash equivalents (8,620) (1,358) 3,037 Net increase in cash and cash equivalents $ 92,381 $ 138,005 $ 111,792 _________________ (1) Net cash provided by operating activities includes cash payments for interest and tax as follows: Fiscal Year Ended March 31, 2023 2022 2021 (in thousands) Cash paid for interest $ 7,109 $ 8,375 $ 12,475 Cash (received from) paid for tax, net $ (14,311) $ 24,247 $ (7,337) 51 Table of Contents Operating Activities For the year ended March 31, 2023, cash provided by operating activities was $354.9 million as a result of net income of $108.0 million, and adjusted by non-cash charges of $148.9 million and a change of $92.1 million in our operating assets and liabilities.
Summary of Cash Flows Fiscal Year Ended March 31, 2024 2023 2022 (in thousands) Net cash provided by operating activities (1) $ 378,109 $ 354,885 $ 250,917 Net cash used in investing activities (193,048) (21,540) (30,890) Net cash provided by (used in) financing activities 50,663 (232,344) (80,664) Effect of exchange rate changes on cash and cash equivalents (12,089) (8,620) (1,358) Net increase in cash and cash equivalents $ 223,635 $ 92,381 $ 138,005 _________________ (1) Net cash provided by operating activities includes cash payments for interest and tax as follows: 50 Table of Contents Fiscal Year Ended March 31, 2024 2023 2022 (in thousands) Cash paid for interest $ 851 $ 7,109 $ 8,375 Cash paid for tax (received from), net $ 81,360 $ (14,311) $ 24,247 Operating Activities For the year ended March 31, 2024, cash provided by operating activities was $378.1 million as a result of net income of $154.6 million, and adjusted by non-cash charges of $215.1 million and a change of $8.3 million in our operating assets and liabilities.
The change in our net operating assets and liabilities was primarily the result of an increase in deferred revenue of $96.5 million due to to seasonality in our sales cycle, which is higher in the third and fourth quarters of our fiscal year, an increase in accounts payable and accrued expenses of $26.6 million driven by the timing of payments, and a decrease in prepaid expenses and other assets of $5.7 million driven by the timing of payments in advance of future services.
The change in our net operating assets and liabilities was primarily the result of an increase in deferred revenue of $202.2 million due to seasonality in our sales cycle, which is higher in the third and fourth quarters of our fiscal year and an increase in accounts payable and accrued expenses of $37.9 million driven by the timing of payments.
Operating Expenses Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Operating expenses: Research and development $ 218,349 $ 156,342 $ 62,007 40 % Sales and marketing 448,015 362,116 85,899 24 % General and administrative 150,031 126,622 23,409 18 % Amortization of other intangibles 26,292 30,157 (3,865) (13 %) Restructuring and other 141 25 116 464 % Total operating expenses $ 842,828 $ 675,262 $ 167,566 25 % Research and development Research and development expenses increased $62.0 million, or 40%, for the year ended March 31, 2023 as compared to the year ended March 31, 2022.
The decrease in gross profit and gross margin was primarily due to the higher personnel and share-based compensation costs. 48 Table of Contents Operating Expenses Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Operating expenses: Research and development $ 218,349 $ 156,342 $ 62,007 40 % Sales and marketing 448,015 362,116 85,899 24 % General and administrative 150,172 126,647 23,525 19 % Amortization of other intangibles 26,292 30,157 (3,865) (13 %) Total operating expenses $ 842,828 $ 675,262 $ 167,566 25 % Research and development Research and development expenses increased by $62.0 million, or 40%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022.
This has been retrospectively applied to 43 Table of Contents periods beginning on April 1, 2022. See Note 2, Significant Accounting Policies, of our audited consolidated financial statements included in this Annual Report for a description of the reclassification. Research and development . Research and development expenses primarily consist of the cost of programming personnel.
This has been retrospectively applied to fiscal 2023. See Note 2, Significant Accounting Policies, of our audited consolidated financial statements included in this Annual Report for further information. 42 Table of Contents Research and development . Research and development expenses primarily consist of the cost of programming personnel.
Interest expense, net of interest income, consists primarily of interest on our former term loan facility, fees on our revolving credit facility, loss on debt extinguishment, and amortization of debt issuance costs.
Interest Income (Expense), Net Interest income (expense), net, consists primarily of interest income primarily from money market funds, bank deposits, debt securities held as investments and certificates of deposits, interest expense on our former term loan facility, fees on our revolving credit facility, loss on debt extinguishment and amortization of debt issuance costs.
General and administrative. General and administrative expenses primarily consist of the personnel and facility-related costs for our executive, finance, legal, human resources and administrative personnel, and other corporate expenses, including those associated with our ongoing public reporting obligations.
General and administrative expenses primarily consist of the personnel and facility-related costs for our executive, finance, legal, human resources and administrative personnel, and other corporate expenses, including those associated with our ongoing public reporting obligations. We anticipate continuing to incur additional expenses as we continue to invest in the growth of our operations. Amortization of other intangibles.
Also contributing to the increase were increased travel expenses of $9.0 million, higher commissions of $8.8 million, and higher allocated overhead costs of $7.0 million. 47 Table of Contents General and administrative General and administrative expenses increased by $23.4 million, or 18%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily due to increased personnel costs of $19.9 million and higher share-based compensation of $6.5 million.
General and administrative General and administrative expenses increased by $23.5 million, or 19%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily due to increased personnel costs of $19.9 million and higher share-based compensation expense of $6.5 million.
Our Credit Facilities In December 2022, we entered into a senior secured revolving credit facility in an aggregate amount of $400.0 million (the “Credit Facility”). As of March 31, 2023, w e had $384.5 million available under the Credit Facility with $15.5 million of letters of credit outstanding.
Our Credit Facility In December 2022, we entered into a senior secured revolving credit facility in an aggregate amount of $400.0 million (the “Credit Facility”). As of March 31, 2024, w e h ad $399.2 million ava ilable under the Credit Facili ty with $0.8 million of letters of credit outstanding.
Other Expense, Net Other expense, net, decreased by $6.8 million, or 71%, for the year ended March 31, 2023 as compared to the year ended March 31, 2022. The decline was primarily the result of lower interest expense due to the reduction in debt. The loss on our debt extinguishment was also slightly offset by interest income.
The loss on our debt extinguishment was also slightly offset by interest income. Other Income, Net Other income, net, was $0.6 million for the year ended March 31, 2023, as compared to $0.5 million for the year ended March 31, 2022.
We plan to continue to increase the penetration within our existing customers by establishing new and deeper relationships within our customers’ organizations (notably, development teams) and expanding the breadth of our platform capabilities to provide for continued cross-selling opportunities.
We plan to establish new and deeper relationships within our existing customers’ organizations (notably, development teams) and expand the breadth of our platform capabilities to provide for expansion opportunities.
For the year ended March 31, 2021, cash provided by operating activities was $220.4 million as a result of a net income of $75.7 million, and adjusted by non-cash charges of $113.6 million and a change of $31.2 million in our operating assets and liabilities.
For the year ended March 31, 2023, cash provided by operating activities was $354.9 million as a result of net income of $108.0 million, and adjusted by non-cash charges of $148.9 million and a change of $92.1 million in our operating assets and liabilities.
Also contributing to the increase were higher professional fees of $1.1 million, and increased travel expenses related to global restrictions lifting of $0.8 million. Amortization of other intangibles Amortization of other intangibles decreased by $4.6 million, or 13%, for the year ended March 31, 2022, as compared to the year ended March 31, 2021.
Also contributing to the increase were higher professional fees of $7.9 million and higher IT expenses of $6.3 million. Amortization of other intangibles Amortization of other intangibles decreased by $4.0 million, or 15%, for the year ended March 31, 2024 as compared to the year ended March 31, 2023.
The increase in gross profit was primarily due to the growth of the Dynatrace ® platform by new customers combined with existing customers expanding their use of our solutions.
Subscription gross margin decreased from 87% to 86% of total gross margin during the years ended March 31, 2024 and March 31, 2023. The increase in gross profit was primarily due to the growth of the Dynatrace platform by new customers combined with existing customers expanding their use of our solutions.
We apply significant judgment in determining the fair value of the intangible assets acquired, which involves the use of significant estimates and assumptions with respect to future expected cash flows, expected asset lives, discount rates, revenue growth rates, and royalty rate. While we use our best estimates and judgments, our estimates are inherently uncertain and subject to refinement.
We apply judgment in determining the fair value of the intangible assets acquired, which involves the use of estimates and assumptions with respect to future expected cash flows, expected asset lives, discount rates, revenue growth rates, and royalty rates. Management bases these estimates on historical experience and various other assumptions that we believe are reasonable.
The increase was primarily due to higher personnel costs to support the growth of our subscription cloud-based offering of $19.5 million, higher cloud-based hosting costs and subscriptions of $10.7 million, as well as higher share-based compensation of $3.0 million.
The increase was primarily due to higher personnel costs of $15.5 million to support the growth of our subscription cloud-based and higher share-based compensation expense of $7.0 million. Also contributing to the increase were higher cloud-based hosting costs and subscriptions of $12.2 million to support the growth of the business and related infrastructure and higher depreciation expense of $3.1 million.
For further information regarding our contractual commitments, see Note 11, Commitments and Contingencies, of our audited consolidated financial statements included in this Annual Report. Cash from operations could be affected by various risks and uncertainties, including, but not limited to, the risks detailed in the section titled “Risk Factors” included under Part I, Item 1A.
Cash from operations could be affected by various risks and uncertainties, including, but not limited to, the risks detailed in the section titled “Risk Factors” included under Part I, Item 1A.
Cash used in investing activities during the year ended March 31, 2021 was $13.9 million as a result of purchases of property and equipment of $14.1 million and capitalized software additions of $0.3 million, gross of $0.5 million of derecognized software costs.
Investing Activities Cash used in investing activities during the year ended March 31, 2024 was $193.0 million as a result of purchases of investments of $104.2 million, cash paid for business combination acquisitions of $57.1 million, purchases of property and equipment of $26.5 million, and capitalized software additions of $5.3 million.
We believe that the assumptions and estimates associated with revenue recognition, income taxes, and business combinations have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting policies and estimates. Accordingly, we believe these are the most critical to fully understand and evaluate our financial condition and results of operations.
Therefore, we consider these to be our critical accounting policies and estimates. Accordingly, we believe these are the most critical to fully understand and evaluate our financial condition and results of operations.
Fiscal Years Ended March 31, 2022 and 2021 Revenue Fiscal Year Ended March 31, Change 2022 2021 Amount Percent (in thousands, except percentages) Subscription $ 870,439 $ 656,626 $ 213,813 33 % Service 59,006 46,883 12,123 26 % Total revenue $ 929,445 $ 703,509 $ 225,936 32 % Subscription Subscription revenue increased by $213.8 million, or 33%, for the year ended March 31, 2022, as compared to the year ended March 31, 2021, primarily due to the growing adoption of the Dynatrace ® platform by new customers combined with existing customers expanding their use of our solutions.
Fiscal Years Ended March 31, 2023 and 2022 Revenue Fiscal Year Ended March 31, Change 2023 2022 Amount Percent (in thousands, except percentages) Subscription $ 1,083,330 $ 870,439 $ 212,891 24 % Service 75,200 59,006 16,194 27 % Total revenue $ 1,158,530 $ 929,445 $ 229,085 25 % Subscription Subscription revenue increased by $212.9 million, or 24%, for the year ended March 31, 2023, as compared to the year ended March 31, 2022, primarily due to the growing adoption of the Dynatrace platform by new customers combined with existing customers expanding their use of our solutions.
We target the largest 15,000 global enterprise accounts, which generally have annual revenues in excess of $1 billion, which we believe see more value from our integrated full-stack platform.
We take Dynatrace to market through a combination of our global direct sales team and a network of partners, including GSIs, cloud providers, resellers and technology alliance partners. We target the largest 15,000 global enterprise accounts, which generally have annual revenues in excess of $1 billion, which we believe see more value from our integrated full-stack platform.
Sales and marketing expenses primarily consist of personnel for our sales, marketing, and business development personnel, commissions earned by our sales personnel, and the cost of marketing and business development programs. We expect that sales and marketing expenses will continue to increase in absolute dollars as we continue to hire additional sales and marketing personnel and invest in marketing programs.
We expect that sales and marketing expenses will continue to increase in absolute dollars as we continue to hire additional sales and marketing personnel and invest in marketing programs. General and administrative.
Cash used in financing activities during the year ended March 31, 2022 was $80.7 million, primarily as a result of repayments of our term loans of $120.0 million, partially offset by proceeds from the exercise of our stock options of $25.5 million and proceeds from our employee stock purchase plan of $13.9 million.
Financing Activities Cash provided by financing activities during the year ended March 31, 2024 was $50.7 million as a result of proceeds from the exercise of our stock options of $31.2 million and proceeds from our employee stock purchase plan of $19.5 million.
The increase was primarily due to increased personnel and other costs to expand our product offerings of $26.4 million, and higher share-based compensation of $9.6 million.
The increase was primarily due to increased personnel and other costs to expand our product offerings of $51.8 million, and higher share-based compensation expense of $28.1 million. Also contributing to the increase were higher cloud-based hosting costs of $7.2 million.
We have historically financed our operations primarily through payments by our customers for use of our product offerings and related services and, to a lesser extent, the net proceeds we have received from sales of equity securities. Over the past three years, cash flows from customer collections have increased.
Treasury securities that have maturities between one and 28 months, and $399.2 million available under our revolving credit facility. We have historically financed our operations primarily through payments by our customers for use of our product offerings and related services and, to a lesser extent, the net proceeds we have received from sales of equity securities.
Dollar-based Net Retention Rate: We define the dollar-based net retention rate as the Dynatrace ® ARR at the end of a reporting period for the cohort of Dynatrace ® accounts as of one year prior to the date of calculation, divided by the Dynatrace ® ARR one year prior to the date of calculation for that same cohort.
We exclude from our calculation of ARR any revenues derived from month-to-month agreements and/or product usage overage billings, where customers are billed in arrears based on product usage. 41 Table of Contents Dollar-based Net Retention Rate: We define the dollar-based net retention rate as the Dynatrace ARR at the end of a reporting period for the cohort of Dynatrace accounts as of one year prior to the date of calculation, divided by the Dynatrace ARR one year prior to the date of calculation for that same cohort.
These changes were partially offset by an increase of $82.0 million due to the timing of receipts of payments from customers and an increase in deferred commissions of $16.3 million due to commissions paid on new bookings.
These changes were partially offset by an increase in accounts receivable of $161.9 million due to the timing of receipts of payments from customers, an increase in prepaid expenses and other assets of $47.4 million driven by timing of payments made in advance of future service, and an increase in deferred commissions of $23.5 million due to commissions paid on new bookings.
Sales and marketing Sales and marketing expenses increased by $116.6 million, or 48%, for the year ended March 31, 2022, as compared to the year ended March 31, 2021, driven by increased personnel costs of $54.4 million, related share-based compensation of $11.8 million, and other employee-related expenses of $5.3 million.
Sales and marketing Sales and marketing expenses increased by $86.2 million, or 19%, for the year ended March 31, 2024, as compared to the year ended March 31, 2023, primarily driven by increased personnel costs of $50.4 million and higher share-based compensation expense of $14.6 million.
The preparation of consolidated financial statements also requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses and related disclosures. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances.
Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with generally accepted accounting principles in the United States. The preparation of consolidated financial statements also requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses and related disclosures.
Our fiscal year ends on March 31. Our historical results are not necessarily indicative of the results that may be expected for any period in the future. Overview Dynatrace offers a unified observability and security platform with analytics and automation at its core, purpose-built for dynamic, hybrid, multicloud environments.
Our fiscal year ends on March 31. Our historical results are not necessarily indicative of the results that may be expected for any period in the future.
Our income tax rate varies from the U.S. federal statutory rate mainly due to (1) a change in the Company’s assessment of realization of certain tax benefits previously subject to a valuation allowance in the U.S., (2) the generation of U.S. foreign tax credits, and (3) the foreign derived intangibles deduction, partially offset by (4) foreign withholding taxes, and (5) an increase in uncertain tax positions.
Our income tax rate varies from the U.S. federal statutory rate mainly due to (1) the foreign derived intangibles deduction, (2) the generation of U.S. foreign tax credits, and (3) share-based compensation windfalls, partially offset by (4) foreign withholding taxes, (5) nondeductible executive compensation, and (6) foreign earnings taxed at rates higher than the U.S. statutory rate.
GAAP financial information, we monitor the following key metrics to help us measure and evaluate the effectiveness of our operations: As of 3/31/2023 12/31/2022 9/30/2022 6/30/2022 3/31/2022 12/31/2021 9/30/2021 6/30/2021 Total ARR (in thousands) $ 1,246,681 $ 1,162,591 $ 1,064,951 $ 1,031,284 $ 995,121 $ 929,906 $ 863,863 $ 823,222 Dollar-based Net Retention Rate 119 % 119 % 120%+ 120%+ 120%+ 120%+ 120%+ 120%+ Annual Recurring Revenue (“ARR”): We define ARR as the daily revenue of all subscription agreements that are actively generating revenue as of the last day of the reporting period multiplied by 365.
As of March 31, 2024 2023 2022 Total ARR (in thousands) $ 1,503,819 $ 1,246,681 $ 995,121 Dollar-based Net Retention Rate 111% 119% 120%+ Annual Recurring Revenue: We define ARR as the daily revenue of all subscription agreements that are actively generating revenue as of the last day of the reporting period multiplied by 365.
The non-cash charges were primarily comprised depreciation and amortization of $61.0 million and share-based compensation of $57.8 million.
The non-cash charges were primarily comprised of share-based compensation of $208.9 million and depreciation and amortization of $54.9 million, partially offset by deferred income taxes of $59.9 million.
The excess of the fair value of purchase consideration over the fair values of these identifiable assets and liabilities is recorded as goodwill.
Business Combinations We use our best estimates and assumptions to allocate the fair value of purchase price to the assets acquired and liabilities assumed. The excess of the fair value of purchase price over the fair values of the identifiable assets and liabilities is recorded as goodwill.
Service Service gross profit increased by $1.3 million, or 11%, during the year ended March 31, 2022 compared to the year ended March 31, 2021. Service gross margin decreased from 26% to 23%, during the year ended March 31, 2022 compared to the year ended March 31, 49 Table of Contents 2021.
Service Service gross profit decreased by $6.6 million, or 53%, during the year ended March 31, 2024 compared to the year ended March 31, 2023. Service gross margin decreased from 16% to 8% of total gross margin during the year ended March 31, 2024 compared to the year ended March 31, 2023.