Biggest changeYear Ended December 31, (in thousands) 2023 2022 Revenue $ 138,090 $ 135,190 Cost of revenue (1) 34,948 34,163 Gross profit 103,142 101,027 Operating expenses: Research and development (1)(2) 51,623 59,258 Sales and marketing (1)(2) 68,132 72,839 General and administrative (1)(2) 33,232 40,738 Total operating expenses 152,987 172,835 Loss from operations (49,845) (71,808) Other income (expense): Interest and other income 8,306 1,702 Interest and other expense (168) (473) Total other income (expense) 8,138 1,229 Loss from operations before income taxes (41,707) (70,579) Income tax provision (443) (186) Net loss attributable to common stockholders $ (42,150) $ (70,765) ______________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, (in thousands) 2023 2022 Cost of revenue $ 1,036 $ 938 Research and development 7,767 8,068 Sales and marketing 5,366 4,186 General and administrative 1,989 8,545 Total $ 16,158 $ 21,737 (2) Includes restructuring charges as follows: Year Ended December 31, (in thousands) 2023 2022 Research and development $ 1,510 $ — Sales and marketing 648 — General and administrative 432 — Total $ 2,590 $ — 51 Table of Contents Year Ended December 31, 2023 2022 Consolidated Statement of Operations and Comprehensive Loss as a percentage of revenue:** Revenue 100 % 100 % Cost of revenue 25 25 Gross profit 75 75 Operating expenses: Research and development 37 44 Sales and marketing 49 54 General and administrative 24 30 Total operating expenses 111 128 Loss from operations (36) (53) Other income (expense): Interest and other income 6 1 Interest and other expense * * Total other income (expense) 6 1 Loss from operations before income taxes (30) (52) Income tax provision * * Net loss attributable to common stockholders (31) % (52) % ______________ * Less than 0.5% of revenue. ** Columns may not add up to 100% due to rounding.
Biggest changeResults of Operations The following tables set forth our results of operations and such data as a percentage of our revenue for each of the periods presented (in thousands): Year Ended December 31, 2024 2023 Revenue $ 144,841 $ 138,090 Cost of revenue (1) 37,414 34,948 Gross profit 107,427 103,142 Operating expenses: Research and development (1)(2) 51,511 51,623 Sales and marketing (1)(2) 61,377 68,132 General and administrative (1)(2) 41,049 33,232 Impairment of intangible asset and capitalized development 15,213 — Total operating expenses 169,150 152,987 Loss from operations (61,723) (49,845) Other income (expense): Interest and other income 6,837 8,306 Interest and other expense (556) (168) Total other income (expense) 6,281 8,138 Loss from operations before income taxes (55,442) (41,707) Income tax provision (332) (443) Net loss attributable to common stockholders $ (55,774) $ (42,150) ______________ (1) Includes stock-based compensation expense as follows (in thousands): Year Ended December 31, 2024 2023 Cost of revenue $ 1,715 $ 1,036 Research and development 7,709 7,767 Sales and marketing 4,676 5,366 General and administrative 8,169 1,989 Total $ 22,269 $ 16,158 (2) Includes restructuring charges as follows (in thousands): Year Ended December 31, 2024 2023 Research and development $ — $ 1,510 Sales and marketing — 648 General and administrative — 432 Total $ — $ 2,590 52 Table of Contents Year Ended December 31, 2024 2023 Consolidated Statement of Operations and Comprehensive Loss as a percentage of revenue:** Revenue 100 % 100 % Cost of revenue 26 25 Gross profit 74 75 Operating expenses: Research and development 36 37 Sales and marketing 42 49 General and administrative 28 24 Impairment of intangible asset and capitalized development 11 — Total operating expenses 117 111 Loss from operations (43) (36) Other income (expense): Interest and other income 5 6 Interest and other expense * * Total other income (expense) 4 6 Loss from operations before income taxes (38) (30) Income tax provision * * Net loss attributable to common stockholders (39) % (31) % ______________ * Less than 0.5% of revenue. ** Columns may not add up to 100% due to rounding.
However, we have irrevocably opted not to use the extended transition period for complying with any new or revised financial accounting standards, and as such, we are required to adopt new or revised standards at the same time as other public companies. 7A.
However, we have irrevocably opted not to use the extended transition period for complying with any new or revised financial accounting standards, and as such, we are required to adopt new or revised standards at the same time as other public companies.
Our long-term offerings strategy is aimed at building features and offerings that address more and more types of legal work so that customers can continue to centralize on our platform as the system of record and engagement for the legal function.
Our long-term offering strategy is aimed at building features and offerings that address more and more types of legal work so that customers can continue to centralize on our platform as the system of record and engagement for the legal function.
We also offer our customers the option to enter into subscriptions based on committed minimum usage on an annual or multi-year basis, which represented 11% of our revenue in each of the years ended December 31, 2023 and 2022. In addition, we generate revenue from a range of professional services aimed at accelerating the time-to-value for our customers.
We also offer our customers the option to enter into subscriptions based on committed minimum usage on an annual or multi-year basis, which represented 11% of our revenue in each of the years ended December 31, 2024 and 2023. In addition, we generate revenue from a range of professional services aimed at accelerating the time-to-value for our customers.
On May 20, 2022, the Compensation Committee approved the CEO Performance Award to Kiwi Camara, the Company’s Co-Founder and who was then serving as the Chief Executive Officer, subject to approval of our stockholders at the 2022 Annual Meeting of Stockholders.
On May 20, 2022, the Compensation Committee approved the CEO Performance Award to Kiwi Camara, our Co-Founder who was then serving as the Chief Executive Officer, subject to approval of our stockholders at the 2022 Annual Meeting of Stockholders.
The CEO Performance Award is a 10-year nonstatutory stock option, the vesting of which is tied solely to achieving stock price milestones. The milestone price requirement is considered a market condition under ASC Topic 718 Compensation - Stock Compensation.
The CEO Performance Award was a 10-year nonstatutory stock option, the vesting of which was tied solely to achieving stock price milestones. The milestone price requirement was considered a market condition under ASC Topic 718 Compensation - Stock Compensation.
Costs incurred prior to meeting these criteria together with costs incurred for training and maintenance are expensed as incurred and recorded within product development expenses in our consolidated statements of operations and comprehensive loss.
Costs incurred prior to meeting these criteria together with costs incurred for training and maintenance are expensed as incurred and recorded within research and development expenses in our consolidated statements of operations and comprehensive loss.
We calculate our dollar-based net retention rate as of the end of a period by using (a) the revenue from all customers during the twelve months ending one year prior to such period as the denominator and (b) the revenue from all customers during the twelve months ending as of the end of such period minus the revenue from all customers who are new customers during those twelve months as the numerator.
W e calculate our dollar-based net retention rate as of the end of a period by using (a) the revenue from all customers during the twelve months ending one year prior to such period as the denominator and (b) the revenue from all customers during the twelve months ending as of the end of such period minus the revenue from all customers who are new customers during those twelve months as the numerator.
We intend to continue to invest additional resources in our infrastructure to expand the capability of our product offerings and ensure that our customers are realizing the full benefit of our product offerings. The level, timing and relative investment in our cloud infrastructure could 49 Table of Contents affect our cost of revenue in the future.
We intend to continue to invest additional resources in our infrastructure to expand the capability of our product offerings and ensure that our customers are realizing the full benefit of our product offerings. The level, timing and relative investment in our cloud infrastructure could affect our cost of revenue in the future.
Our ability to achieve significant revenue growth will depend, in large part, on our success in recruiting, training and retaining 48 Table of Contents sufficient numbers of sales personnel to support our growth. We will need to spend significant resources to expand, retain and motivate our sales and marketing personnel.
Our ability to achieve significant revenue growth will depend, in large part, on our success in recruiting, training and retaining sufficient numbers of sales personnel to support our growth. We will need to spend significant resources to expand, retain and motivate our sales and marketing personnel.
The expected volatility is derived from a weighted average of DISCO’s volatility and the historical volatilities of the common stock of several entities with characteristics similar to ours, such as the size and operational and economic similarities to our principle business operations. 57 Table of Contents • Risk-free interest rate . The risk-free interest rate is based on the U.S.
The expected volatility was derived from a weighted average of DISCO’s volatility and the historical volatilities of the common stock of several entities with characteristics similar to ours, such as the size and operational and economic similarities to our principle business operations. 58 Table of Contents • Risk-free interest rate . The risk-free interest rate was based on the U.S.
This access facilitates widespread adoption of our product offerings , as these law firms and other legal service providers often become customers on their own or recommend our product offerings to other legal industry participants after realizing the benefits of our product offerings .
This access facilitates adoption of our product offerings , as these law firms and other legal service providers can become customers on their own or recommend our product offerings to other legal industry participants after realizing the benefits of our product offerings .
The fair value of our underlying common stock is determined by the closing price of our common stock on the date of grant, as reported by the NYSE. • Expected volatility.
The fair value of our underlying common stock was determined by the closing price of our common stock on the date of grant, as reported by the NYSE. • Expected volatility.
The expected dividend is assumed to be zero as we have never paid dividends and have no current plans to pay any dividends on our common stock. • Exercise behavior. The exercise behavior is assumed to be the midpoint of (i) the later of the time-based vest date and performance hurdle achievement date, and (ii) the expiration date.
The expected dividend was assumed to be zero as we have never paid dividends and had no plans to pay any dividends on our common stock. • Exercise behavior. The exercise behavior was assumed to be the midpoint of (i) the later of the time-based vest date and performance hurdle achievement date, and (ii) the expiration date.
We provide legal departments with the ability to centralize legal data into a single platform, improving security and privacy for our customers, enabling transparent collaboration with other legal industry participants and allowing customers to reuse data and lawyer work product across legal matters.
We provide legal departments with the ability to centralize legal data into a single platform, improving security and privacy for our customers, enabling transparent collaboration with other legal industry 47 Table of Contents participants and allowing customers to reuse data and lawyer work product across legal matters.
Large customers accounted for approximately 75%, and 78% of our revenue for the years ended December 31, 2023 and 2022, respectively. Our go-to-market strategy is focused on acquiring new customers and driving continued use and increased usage of our product offerings for existing customers.
Large customers accounted for approximately 76%, and 75% of our revenue for the years ended December 31, 2024 and 2023, respectively. Our go-to-market strategy is focused on acquiring new customers and driving continued use and increased usage of our product offerings for existing customers.
Our ability to attract new customers will depend on a number of factors, including the effectiveness and pricing of our products, the offerings of our competitors and the effectiveness of our sales and marketing efforts.
Our ability to attract 49 Table of Contents new customers will depend on a number of factors, including the effectiveness and pricing of our products, the offerings of our competitors and the effectiveness of our sales and marketing efforts.
By automating the manual, 46 Table of Contents time-consuming and error-prone parts of legal hold, legal request, ediscovery, legal document review and case management, we empower legal departments to focus on delivering better legal outcomes. We generate substantially all of our revenue from our customers’ actual usage of our product offerings .
By automating the manual, time-consuming and error-prone parts of legal hold, legal request, ediscovery, legal document review and case management, we empower lawyers to focus on delivering better legal outcomes. We generate substantially all of our revenue from our customers’ actual usage of our product offerings .
In each of the years ended December 31, 2023 and 2022, usage-based revenue represented 89% of total revenue and subscription revenue fees represented 11% of total revenue. Cost of Revenue Cost of revenue consists primarily of third-party cloud infrastructure expenses incurred in connection with our customers’ use of our product offerings.
In each of the years ended December 31, 2024 and 2023, usage-based revenue represented 89% of total revenue and subscription revenue fees represented 11% of total revenue. 50 Table of Contents Cost of Revenue Cost of revenue consists primarily of third-party cloud infrastructure expenses incurred in connection with our customers’ use of our product offerings.
In the near term, w e e xpect that our sales and marketing expenses will remain relatively consistent in absolute dollars but will continue to be our largest operating expense for the foreseeable future as we grow our business. Our sales and marketing expenses may fluctuate as a percentage of our revenue over time.
W e e xpect that our sales and marketing expenses will increase in absolute dollars and continue to be our largest operating expense for the foreseeable future as we grow our business. Our sales and marketing expenses may fluctuate as a percentage of our revenue over time.
Revenue generated from our services product offerings decreased $0.1 million, or 0.5%, for the year ended December 31, 2023 compared to the same period in 2022. This change was driven by decreases in usage of our services product offerings by several 52 Table of Contents of our existing customers, particularly within DISCO Managed Review.
Revenue generated from our services product offerings decreased $1.1 million, or 4%, for the year ended December 31, 2024 compared 53 Table of Contents to the same period in 2023. This change was driven by decreases in usage of our services product offerings by several of our existing customers, particularly within managed review.
We believe our market leadership and differentiated product offerings will enable us to efficiently acquire new customers across all channels . As of December 31, 2023 , we had 1,441 customers, increasing from 1,327 customers as of December 31, 2022 .
We believe our market leadership and differentiated product offerings will enable us to efficiently acquire new customers across all channels. As of December 31, 2024, we had 1,478 customers, increasing from 1,463 customers as of December 31, 2023.
In the near term, we expect that our general and administrative expenses will increase in absolute dollars as our business grows but may fluctuate as a percentage of total revenue from period to period.
In the near term, we expect that our general and administrative expenses will remain relatively consistent in absolute dollars but may fluctuate as a percentage of total revenue from period to period.
Revenue generated from our software product offerings increased by $3.0 million, or 3%, for the year ended December 31, 2023 compared to the same period in 2022 due to increases in usage of our software product offerings.
Revenue generated from our software product offerings increased by $7.9 million, or 7%, for the year ended December 31, 2024 compared to the same period in 2023 due to increases in usage of our software product offerings.
Our ability to successfully develop, market and sell new offerings will depend on a number of factors, including the availability of capital to invest in innovation, our customers’ satisfaction with such offerings, competition, pricing and overall changes in our customers’ spending levels. Expand Internationally Our market is global and we believe there is a significant opportunity to expand internationally.
Our ability to successfully develop, market and sell new offerings will depend on a number of factors, including the availability of capital to invest in innovation, our customers’ satisfaction with such offerings, competition, pricing and overall changes in our customers’ spending levels.
As of December 31, 2023 and 2022 , our dollar-based net retention rate was 92% and 106%, respectively.
As of December 31, 2024 and 2023, our dollar-based net retention rate was 96% and 92%, respectively.
We define Adjusted EBITDA as net loss, adjusted to exclude: depreciation and amortization expense; income tax provision; interest and other, net; stock-based compensation expense; payroll tax expense on employee stock transactions; CEO Performance Award issuance expense; unoccupied lease expense; restructuring charges; acquisition revaluation expense; expenses associated with stockholder litigation; and other one-time, non-recurring items, when applicable.
We define Adjusted EBITDA as net loss, adjusted to exclude: depreciation and amortization expense; income tax provision; interest and other, net; stock-based compensation expense; payroll tax expense on employee stock transactions; restructuring charges; acquisition revaluation expense; expenses associated with stockholder litigation; impairment of intangible asset and capitalized development; and other one-time, non-recurring items, when applicable.
Revenue related to new customers added since December 31, 2022 contributed $13.9 million, which was partially offset by an $11.0 million decrease in revenue from customers that existed as of December 31, 2022. The change in revenue from existing customers was driven by decreases in usage of our product offerings by several of our existing customers.
Revenue related to new customers added since December 31, 2023 contributed $11.3 million, which was partially offset by a $4.6 million decrease in revenue from customers that existed as of December 31, 2023. The change in revenue from existing customers was driven by decreases in usage of our product offerings by several of our existing customers.
While each of these factors present significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth, improve our results of operations and establish and maintain profitability. Maintain and Advance Our Innovation and Brand Our success depends in part on our ability to maintain and advance our innovation and brand.
Key Factors Affecting Our Performance We believe that the growth and future success of our business depends on many factors. While each of these factors present significant opportunities for our business, they also pose important challenges that we must successfully address in order to sustain our growth, improve our results of operations and establish and maintain profitability.
Likewise, if a law firm is our customer, the law firm may add users from its clients’ legal departments to our platform in order to collaborate with them. These users may then become champions and encourage the companies they work for to become customers. As of December 31, 2023, we had $159.6 million of cash and cash equivalents.
Likewise, if a law firm is our customer, the law firm may add users from its clients’ legal departments to our platform in order to collaborate with them. These users may then become champions and encourage the companies they work for to become customers.
We may be required to expend significant resources in connection with the pursuit of acquisitions and investments. Key Components of Statement of Operations Revenue All of our revenue-generating activities directly relate to the sale and support of our legal product offerings within a single operating segment. We have two primary types of contractual arrangements: usage-based and subscription.
Key Components of Statement of Operations Revenue All of our revenue-generating activities directly relate to the sale and support of our legal product offerings within a single operating segment. We have two primary types of contractual arrangements: usage-based and subscription.
We intend to continue combining our deep legal domain expertise and commitment to world-class software engineering to continue delivering features and introducing new product offerings to address more areas of legal work, such as our ediscovery chatbot, Cecilia, which was released in the fourth quarter of 2023 in the U.S., and access to sources of primary law, which we acquired through our Fastcase license and intend to launch in 2024.
We intend to continue combining our deep legal domain expertise and commitment to world-class software engineering to continue delivering features and introducing new product offerings to address more areas of legal work, such as our ediscovery chatbot, Cecilia, which was released in the fourth quarter of 2023 in the United States and in the third quarter of 2024 in Europe.
Cost of Revenue Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) Cost of revenue $ 34,948 $ 34,163 $ 785 2 % Percentage of revenue 25 % 25 % Total cost of revenue increased by $0.8 million, or 2%, for the year ended December 31, 2023 compared to the same period in 2022.
Cost of Revenue Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) Cost of revenue $ 37,414 $ 34,948 $ 2,466 7 % Percentage of revenue 26 % 25 % Total cost of revenue increased by $2.5 million, or 7%, for the year ended December 31, 2024 compared to the same period in 2023.
Our dollar-based net retention rate could decrease over time as our customer base matures and the amount of revenue used in the denominator to calculate net retention grows. Add New Customers We believe we have a significant opportunity to continue to grow our customer base.
Our dollar-based net retention rate could decrease over time as our customer base matures and the amount of revenue used in the denominator to calculate net retention grows.
The change was primarily related to a decrease of $5.0 million in personnel costs, including stock-based compensation and variable compensation, for our sales personnel. Additionally, professional services and travel and entertainment expenses decreased $1.3 million and $0.5 million, respectively.
The change was primarily related to a decrease of $4.2 million in personnel costs, including stock-based compensation and variable compensation, for our sales personnel. In addition, marketing expenses decreased $1.0 million and software related costs decreased $0.5 million.
Other Income (Expense), Net Other income (expense), net consists primarily of interest income, income related to non-operating activities, interest expense and gains and losses from foreign currency transactions and remeasurements of foreign currency-denominated monetary assets and liabilities to the U.S. dollar.
Other Income (Expense), Net Other income (expense), net consists primarily of interest income, income related to non-operating activities, interest expense, gains and losses from foreign currency transactions and remeasurements of foreign currency-denominated monetary assets and liabilities to the U.S. dollar. 51 Table of Contents Income Tax Provision Income tax provision consists primarily of income taxes related to foreign and state jurisdictions in which we conduct business.
Sales and Marketing Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) Sales and marketing $ 68,132 $ 72,839 $ (4,707) (6 %) Percentage of revenue 49 % 54 % Sales and marketing expenses decreased by $4.7 million, or 6%, for the year ended December 31, 2023 compared to the same period in 2022.
Sales and Marketing Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) Sales and marketing $ 61,377 $ 68,132 $ (6,755) (10 %) Percentage of revenue 42 % 49 % Sales and marketing expenses decreased by $6.8 million, or 10%, for the year ended December 31, 2024 compared to the same period in 2023.
As of December 31, 2023 and 2022, our principal sources of liquidity were cash and cash equivalents, totaling $159.6 million and $203.2 million, respectively. Cash equivalents include highly liquid investments that are readily convertible to known amounts of cash and have original maturities of three months or less.
As of December 31, 2024, our principal sources of liquidity were cash and cash equivalents and short-term investments, totaling $52.8 million and $76.4 million, respectively. Cash equivalents include highly liquid investments that are readily convertible to known amounts of cash and have original maturities of three months or less. Short-term investments consist of highly-rated U.S.
We generated Adjusted EBITDA of $(25.9) million and $(44.5) million for the years ended December 31, 2023 and 2022, respectively. See the section titled “—Non-GAAP Financial Measure” for the definition of Adjusted EBITDA, as well as a reconciliation of Adjusted EBITDA to net loss, the most directly comparable financial measure stated in accordance with GAAP.
See the section titled “—Non-GAAP Financial Measure” for the definition of Adjusted EBITDA, as well as a reconciliation of Adjusted EBITDA to net loss, the most directly comparable financial measure stated in accordance with GAAP.
Operating Expenses Research and Development Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) Research and development $ 51,623 $ 59,258 $ (7,635) (13 %) Percentage of revenue 37 % 44 % Research and development expenses decreased by $7.6 million, or 13%, for the year ended December 31, 2023 compared to the same period in 2022.
Operating Expenses Research and Development Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) Research and development $ 51,511 $ 51,623 $ (112) — % Percentage of revenue 36 % 37 % Research and development expenses decreased by $0.1 million, or less than 1%, for the year ended December 31, 2024 compared to the same period in 2023.
This change was primarily attributable to a $6.5 million decrease in personnel costs, including stock-based compensation. This decrease included a $7.7 million reversal of stock-based compensation costs related to the cancelled 10-year performance award previously granted to our former CEO (the “CEO Performance Award”). Had the CEO Performance Award not been cancelled, personnel costs would have increased $1.2 million.
This change was primarily attributable to a $7.9 million increase in personnel costs, including stock-based compensation, as a result of the $7.7 million reversal of stock-based compensation related to the 10-year performance award previously granted to our former CEO (the “CEO Performance Award”) that was cancelled in 2023.
Because of these limitations, when evaluating our performance, you should consider Adjusted EBITDA alongside other financial measures, including our net loss and other results stated in accordance with GAAP.
Because of these limitations, when evaluating our performance, you should consider Adjusted EBITDA alongside other financial measures, including our net loss and other results stated in accordance with GAAP. We expect Adjusted EBITDA to improve over the long term as we achieve greater scale in our business and efficiencies in our operating expenses.
Financing Activities Net cash provided by financing activities for the year ended December 31, 2023 was $1.9 million, a decrease of $1.6 million from net cash provided by financing activities of $3.5 million for the year ended December 31, 2022.
Financing Activities Net cash used in financing activities for the year ended December 31, 2024 was $20.0 million, a change of $21.9 million from net cash provided by financing activities of $1.9 million for the year ended December 31, 2023.
This change was primarily driven by a $0.5 million increase in amortization of internally developed software and a $0.2 million increase in costs for cloud hosting as a result of increased usage of our product offerings.
This change was primarily driven by a $1.5 million increase in costs for cloud hosting as a result of increased usage of our software product offerings and a $1.7 million increase in salary and benefits costs. This increase was partially offset by a $0.9 million decrease in outsourced staffing vendor fees.
We expect Adjusted EBITDA to improve over the long term as we achieve greater scale in our business and efficiencies in our operating expenses. 54 Table of Contents The following table presents a reconciliation of Adjusted EBITDA to net loss, the most directly comparable financial measure stated in accordance with GAAP, for the periods presented: Year Ended December 31, 2023 2022 (in thousands) Net loss $ (42,150) $ (70,765) Depreciation and amortization expense 4,159 2,974 Income tax provision 443 186 Interest and other, net (8,138) (1,229) Stock-based compensation expense 16,158 21,737 Payroll tax expense on employee stock transactions 470 520 CEO Performance Award issuance expense — 386 Unoccupied lease expense — 1,127 Restructuring charges 2,590 — Acquisition revaluation expense 500 540 Expenses associated with stockholder litigation 74 — Adjusted EBITDA $ (25,894) $ (44,524) Liquidity and Capital Resources We have financed operations primarily through customer payments and net proceeds from sales of equity securities, including our IPO in July 2021.
The following table presents a reconciliation of Adjusted EBITDA to net loss, the most directly comparable financial measure stated in accordance with GAAP, for the periods presented (in thousands): Year Ended December 31, 2024 2023 Net loss $ (55,774) $ (42,150) Depreciation and amortization expense 3,926 4,159 Income tax provision 332 443 Interest and other, net (6,281) (8,138) Stock-based compensation expense 22,269 16,158 Payroll tax expense on employee stock transactions 537 470 Restructuring charges — 2,590 Acquisition revaluation expense 303 500 Expenses associated with stockholder litigation 757 74 Impairment of intangible asset and capitalized development 15,213 — Adjusted EBITDA $ (18,718) $ (25,894) Liquidity and Capital Resources We have financed operations primarily through customer payments and net proceeds from sales of equity securities, including our IPO in July 2021.
We maintain a valuation allowance on our federal and state deferred tax assets as we have concluded that it is not more likely than not that the deferred assets will be utilized. 50 Table of Contents Results of Operations The following tables set forth our results of operations and such data as a percentage of our revenue for each of the periods presented.
We maintain a valuation allowance on our federal and state deferred tax assets as we have concluded that it is not more likely than not that the deferred assets will be utilized.
Our customers include a diverse set of enterprises across a broad set of industries, as well as law firms, legal services providers of all sizes and government organizations. While we serve customers across many different industries, the way in which lawyers and legal professionals use our product offerings is similar regardless of the specific industry in which each customer operates.
While we serve customers across many different industries, the way in which lawyers and legal professionals use our product offerings is similar regardless of the specif ic industry in which each customer operates.
In particular, we believe that the use of Adjusted EBITDA is helpful to our investors as it is a measure used by management in assessing the health of our business and evaluating our operating performance, as well as for internal planning and forecasting purposes.
In particular, we believe that the use of Adjusted EBITDA is helpful to our investors as it is a measure used by management in assessing the health of our business and evaluating our operating performance, as well as for internal planning and forecasting purposes. 55 Table of Contents Adjusted EBITDA is presented for supplemental informational purposes only, has limitations as an analytical tool and should not be considered in isolation or as a substitute for financial information presented in accordance with GAAP.
Cash Flows The following table summarizes our cash flows for the periods indicated: Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) Cash used in operating activities $ (25,531) $ (46,014) $ 20,483 (45) % Cash used in investing activities (20,035) (9,688) (10,347) 107 % Cash provided by financing activities 1,873 3,469 (1,596) (46) % Net decrease in cash and cash equivalents $ (43,693) $ (52,233) $ 8,540 (16) % Operating Activities Our largest source of operating cash is payments received from our customers.
Cash Flows The following table summarizes our cash flows for the periods indicated: Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) Cash used in operating activities $ (8,749) $ (25,531) $ 16,782 (66) % Cash used in investing activities (78,035) (20,035) (58,000) 289 % Cash (used in) provided by financing activities (19,996) 1,873 (21,869) (1,168) % Net decrease in cash and cash equivalents $ (106,780) $ (43,693) $ (63,087) 144 % Operating Activities Our largest source of operating cash is payments received from our customers.
Although fluctuations in general macroeconomic conditions, such as the current inflationary environment and rising interest rates, the Russia-Ukraine and Israel- 55 Table of Contents Hamas wars, have not materially impacted our liquidity to date, we plan to continue to evaluate aspects of our spending, including capital expenditures, discretionary spending, and strategic investments throughout 2024.
Although fluctuations in general macroeconomic conditions, including conditions resulting from fluctuations in inflation and interest rates, the potential 56 Table of Contents imposition of tariffs in the United States and abroad, and the Russia-Ukraine war and conflict in the Middle East, have not materially impacted our liquidity to date, we plan to continue to evaluate aspects of our spending, including capital expenditures, discretionary spending, and strategic investments throughout 2025.
The change was primarily driven by a decrease of $6.9 million in personnel costs, including stock-based compensation, as a result of decreased headcount and the expansion of our operations to lower-cost international locations, and a $2.1 million increase in capitalized software development.
The change was primarily driven by a decrease of $0.4 million in personnel costs, including stock-based compensation, as a result of the expansion of our operations to lower-cost international locations, and a $1.5 million decrease in nonrecurring restructuring charges related to our reductions in force in January and May 2023.
Investing Activities Net cash used in investing activities for the year ended December 31, 2023 was $20.0 million, an increase of $10.3 million from net cash used in investing activities of $9.7 million for the year ended December 31, 2022.
Investing Activities Net cash used in investing activities for the year ended December 31, 2024 was $78.0 million, an increase of $58.0 million from net cash used in investing activities of $20.0 million for the year ended December 31, 2023. The change in cash used in investing activities was primarily related to purchases of short-term investments of $87.9 million.
This commonality has created efficiencies in our sales and marketing and research and development activities because we do not need to tailor our sales and marketing activities to a wide range of different customer use cases. As of December 31, 2023, we had 1,441 customers, increasing from 1,327 customers as of December 31, 2022.
This commonality has created efficiencies in our sales and marketing and research and development activities because we do not need to tailor our sales and marketing activities to a wide range of different customer use cases. We define a customer as an entity that we have a contract with and from whom we have recognized revenue during the preceding month.
We define a customer as an entity that we have a contract with and from whom we have recognized revenue during the preceding month. As of December 31, 2023 we had 289 large customers, defined as customers with revenue in excess of $100,000 over the previous 12-month period, increasing from 265 large customers as of December 31, 2022 .
As of December 31, 2024, we had 1,478 customers, increasing from 1,463 customers as of December 31, 2023. As of December 31, 2024 we had 315 large customers, defined as customers with revenue in excess of $100,000 over the previous 12-month period, increasing from 289 large customers as of December 31, 2023.
We intend to continue to selectively pursue acquisitions and strategic investments that we believe can expand the functionality and value of our product offerings and bring talent to our company. We believe that the combination of our market leadership, deep legal expertise and powerful end-to-end platform provides an advantage in pursuing select acquisitions.
Operationally, we expect to continue to expand our global employee headcount in India. Pursue Strategic Acquisitions and Strategic Investments We intend to continue to selectively pursue acquisitions and strategic investments that we believe can expand the functionality and value of our product offerings and bring talent to our company.
Net cash used in operating activities for the year ended December 31, 2023 was $25.5 million, a decrease of $20.5 million from net cash used in operating activities of $46.0 million for the year ended December 31, 2022. The change in cash flow used in operations was primarily due to a decrease in net loss of $28.6 million.
Net cash used in operating activities for the year ended December 31, 2024 was $8.7 million, a decrease of $16.8 million from net cash used in operating activities of $25.5 million for the year ended December 31, 2023.
Our future success is dependent on our ability to successfully develop, market and sell our product offerings to both new and existing customers. Maintain and Increase Usage and Penetration Within Our Existing Customer Base Our large base of customers represents a significant opportunity for further sales expansion.
Our future success is dependent on our ability to successfully develop, market and sell our product offerings to both new and existing customers.
These decreases were partially offset by a $1.8 million increase in marketing expenses as well as $0.8 million in restructuring costs related to our reductions in force in January and May 2023. 53 Table of Contents General and Administrative Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) General and administrative $ 33,232 $ 40,738 $ (7,506) (18 %) Percentage of revenue 24 % 30 % General and administrative expenses decreased by $7.5 million, or 18%, for the year ended December 31, 2023 compared to the same period in 2022.
Further, $0.6 million of the decrease was also due to nonrecurring restructuring charges related to our reductions in force in January and May 2023. 54 Table of Contents General and Administrative Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) General and administrative $ 41,049 $ 33,232 $ 7,817 24 % Percentage of revenue 28 % 24 % General and administrative expenses increased by $7.8 million, or 24%, for the year ended December 31, 2024 compared to the same period in 2023.
These decreases were partially offset by $0.2 million in restructuring costs related to our reductions in force in January and May 2023. Non-GAAP Financial Measure We report our financial results in accordance with generally accepted accounting principles, or GAAP. However, management believes that Adjusted EBITDA, a non-GAAP financial measure, provides investors with additional useful information in evaluating our performance.
We recorded no such impairment charges in the year ended December 31, 2023. Non-GAAP Financial Measure We report our financial results in accordance with generally accepted accounting principles, or GAAP. However, management believes that Adjusted EBITDA, a non-GAAP financial measure, provides investors with additional useful information in evaluating our performance.
We generated revenue of $138.1 million and $135.2 million in the years ended December 31, 2023 and 2022, respectively, representing a period-over-period growth of 2%. Our net loss was $42.2 million and $70.8 million for the years ended December 31, 2023 and 2022, respectively.
Our net loss was $55.8 million and $42.2 million for the years ended December 31, 2024 and 2023, respectively. We generated Adjusted EBITDA of $(18.7) million and $(25.9) million for the years ended December 31, 2024 and 2023, respectively.
For example, negative conditions in the general economy both in the United States and abroad, including conditions resulting from inflation, rising interest rates, and the Russia-Ukraine and Israel-Hamas wars have led to economic uncertainty globally. Historically, during periods of economic uncertainty and downturns, businesses may slow spending on information technology, which may impact our business and our customers’ businesses.
For example, negative conditions in the general economy both in the United States and abroad, including conditions resulting from fluctuations in inflation and interest rates, the potential imposition of tariffs in the United States and abroad, and the Russia-Ukraine war and conflict in the Middle East, have led to economic uncertainty globally.
The effect of macroeconomic conditions may not be fully reflected in our results of operations until future periods. If, however, economic uncertainty increases or the global economy worsens, our business, financial condition and results of operations may be harmed.
If, however, economic uncertainty increases or the global economy worsens, our business, financial condition and results of operations may be harmed. For further discussion of the potential impacts of macroeconomic events on our business, financial condition, and operating results, see the section titled “Risk Factors”.
We believe our existing cash and cash equivalents will be sufficient to fund anticipated cash requirements for the next 12 months. We believe we will meet our longer-term expected future cash requirements primarily from a combination of cash flow from operating activities and available cash and cash equivalents.
We believe we will meet our longer-term expected future cash requirements primarily from a combination of cash flow from operating activities and available cash and cash equivalents and short-term investments. We may also engage in equity or debt financings to secure additional funds.
Other purchase commitments primarily encompass non-cancellable software agreements to support our internal functions. These expenses are incurred as services are performed and are in the normal course of business.
Cloud platform and other purchase commitments are expensed as incurred as services are performed and are in the normal course of business.
The following table summarizes our quarterly revenue by groups of similar offerings (in thousands): Three Months Ended March 31, 2023 June 30, 2023 September 30, 2023 December 31, 2023 Software $ 27,560 $ 27,012 $ 28,413 $ 29,282 Services 5,569 7,264 6,530 6,460 Total revenue $ 33,129 $ 34,276 $ 34,943 $ 35,742 Comparison of the Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, 2023 2022 Change % Change (dollars in thousands) Revenue $ 138,090 $ 135,190 $ 2,900 2 % Total revenue increased by $2.9 million, or 2%, for the year ended December 31, 2023 compared to the same period in 2022.
The following table summarizes our quarterly revenue by groups of similar offerings (in thousands): Year Ended December 31, 2024 2023 Software $ 120,134 $ 112,267 Services 24,707 25,823 Total revenue $ 144,841 $ 138,090 Comparison of the Years Ended December 31, 2024 and 2023 Revenue Year Ended December 31, 2024 2023 Change % Change (dollars in thousands) Revenue $ 144,841 $ 138,090 $ 6,751 5 % Total revenue increased by $6.8 million, or 5%, for the year ended December 31, 2024 compared to the same period in 2023.
For example, our ediscovery chatbot, Cecilia, which was released in the fourth quarter of 2023 in the U.S., and we intend to offer our customers access to sources of primary law, which we acquired through our Fastcase license and intend to launch in 2024.
For example, our ediscovery chatbot, Cecilia, which was released in the fourth quarter of 2023 in the United States and in the third quarter of 2024 in Europe.
The increase in cash used in investing activities was primarily related to the purchase of the primary law intangible asset from Fastcase, Inc. of $14.0 million to support new features in our product offerings. This increase was partially offset by a $4.1 million decrease in cash paid for the acquisition of legal workflow products from Congruity.
This was further offset by cash paid in 2023 for the primary law intangible asset of $14.0 million and $1.2 million for the acquisition of legal workflow products from Congruity360, LLC (“Congruity”).
The change in cash flows was primarily related to a decrease in proceeds from exercises of stock options of $3.5 million due to an decrease in 56 Table of Contents option exercise activity. This decrease was partially offset by net proceeds received from the issuance of common stock under the ESPP of $1.5 million.
Additionally, there was a decrease in proceeds from 57 Table of Contents exercises of stock options of $0.5 million due to a decrease in option exercise activity, and a decrease in net proceeds received from the issuance of common stock under the ESPP of $0.9 million. Critical Accounting Estimates Our consolidated financial statements have been prepared in accordance with GAAP.
In 2023 , less than 10% of our revenue was generated by customers outside of the United States. We expect to continue to expand our global employee headcount in India. International expansion, including our global sales efforts, will add increased complexity and cost to our business.
Expand Internationally Our market is global and we believe there is a significant opportunity to expand our international customer base, particularly in the United Kingdom, and further expand our operations internationally, particularly in India. In the year ended 2024 , less than 10% of our revenue was generated by customers outside of the United States.
This decrease was partially offset by $1.5 million in restructuring costs related to our reductions in force in January and May 2023.
Additionally, professional services increased $1.3 million, of which $0.7 million was due to legal fees related to the stockholder litigation. These increases were partially offset by a $0.6 million decrease in insurance expense and a $0.4 million decrease in nonrecurring restructuring charges related to our reductions in force in January and May 2023.
These decreases in cash used in operating activities were partially offset by a decrease in stock-based compensation of $5.6 million primarily related to the cancellation of the CEO Performance Award, a $3.4 million increase in accounts receivable related to lower collections of outstanding balances, as well as a $1.4 million decrease in deferred revenue as performance obligations are satisfied.
Additional offsets include the change in stock-based compensation which increased $6.1 million primarily related to the cancellation of the CEO Performance Award in 2023 and the change in accounts receivable which increased $8.5 million related to increased collections from customers.