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UiPath, Inc. - Quarter Report: 2023 July (Form 10-Q)


UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, D.C. 20549
___________________________________________
FORM 10-Q
___________________________________________
(Mark One)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended July 31, 2023
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from ________ to ________
Commission File Number: 001-40348
___________________________________________
UiPath Preferred Logo Orange.jpg
UiPath, Inc.
(Exact Name of Registrant as Specified in its Charter)
___________________________________________
Delaware47-4333187
(State or other jurisdiction of
incorporation or organization)
(I.R.S. Employer
Identification No.)
One Vanderbilt Avenue, 60th Floor
New York, New York
10017
(Address of principal executive offices)(Zip Code)
Registrant’s telephone number, including area code: (844) 432-0455
___________________________________________
Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading
Symbol(s)
Name of each exchange on which registered
Class A common stock, par value
$0.00001 per share
PATHNew York Stock Exchange
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.     Yes      No  
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).     Yes      No  
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filer
Non-accelerated filerSmaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. 
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).     Yes      No  
As of September 5, 2023, the registrant had 484,285,345 shares of Class A common stock and 82,452,748 shares of Class B common stock, each with a par value of $0.00001 per share, outstanding.



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SPECIAL NOTE REGARDING FORWARD-LOOKING STATEMENTS
This Quarterly Report on Form 10-Q contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended (the "Securities Act"), and Section 21E of the Securities Exchange Act of 1934, as amended (the "Exchange Act"), about UiPath, Inc. and its consolidated subsidiaries (“UiPath,” the “Company,” “we,” “us,” or “our”) and our industry that involve substantial risks and uncertainties. All statements other than statements of historical fact contained in this Quarterly Report on Form 10-Q, including statements regarding our future results of operations or financial condition, business strategy, and plans and objectives of management for future operations, are forward-looking statements. In some cases, forward-looking statements can be identified because they contain words such as “anticipate,” “believe,” “contemplate,” “continue,” “could,” “estimate,” “expect,” “intend,” “may,” “plan,” “possible,” “potential,” “predict,” “project,” “should,” “target,” “will,” or “would,” or the negative of these words or other similar terms or expressions. These forward-looking statements include, but are not limited to, statements concerning the following:
our expectations regarding our annualized renewal run-rate ("ARR"), revenue, expenses, and other operating results;
our ability to acquire new customers and successfully retain existing customers;
our ability to increase the number of users who access our platform and the number of automations built on our platform;
our ability to effectively manage our growth and achieve or maintain profitability;
future investments in our business, our anticipated capital expenditures, and our estimates regarding our capital requirements;
the costs and success of our marketing efforts and our ability to evolve and enhance our brand;
our growth strategies;
the estimated addressable market opportunity for our platform and for automation in general;
our reliance on key personnel and our ability to attract, integrate, and retain highly-qualified personnel and execute management transitions;
our ability to obtain, maintain, and enforce our intellectual property rights and any costs associated therewith;
the effect of global events, such as the Russian military operation in Ukraine, on our business, industry, and the global economy;
our ability to compete effectively with existing competitors and new market entrants; and
the size and growth rates of the markets in which we compete.
These forward-looking statements should not be unduly relied upon or regarded as predictions of future events. The forward-looking statements contained in this Quarterly Report on Form 10-Q are based on our current expectations and projections about future events and trends that we believe may affect our business, financial condition, and operating results. The outcome of the events described in these forward-looking statements is subject to risks, uncertainties, and other factors described in the section titled "Risk Factors" and elsewhere in this Quarterly Report on Form 10-Q, and in the section titled "Risk Factors" and elsewhere in our Annual Report on Form 10-K for the fiscal year ended January 31, 2023 filed with the Securities and Exchange Commission ("SEC") on March 24, 2023 (the "2023 Form 10-K"). Moreover, we operate in a very competitive and rapidly changing environment. New risks and uncertainties emerge from time to time, and it is not possible for us to predict all risks and uncertainties that could have an impact on the forward-looking statements contained in this Quarterly Report on Form 10-Q. The results, events, and circumstances reflected in the forward-looking statements may not be achieved or occur, and actual results, events, or circumstances could differ materially from those described in the forward-looking statements.
In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject, based on information available to us as of the date of this Quarterly Report on Form 10-Q. While we believe such information provides a reasonable basis for these statements, that information may be limited or incomplete. Our statements should not be read to indicate that we have conducted an exhaustive inquiry into, or review of, all relevant information. Such statements are inherently uncertain, and investors are cautioned not to unduly rely on these statements.
The forward-looking statements made in this Quarterly Report on Form 10-Q relate only to events as of the date on which the statements are made. We undertake no obligation to update any forward-looking statements made in this Quarterly Report on Form 10-Q to reflect events or circumstances after the date of this Quarterly Report on Form 10-Q or to reflect new information or the occurrence of unanticipated events, except as required by


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law. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions, joint ventures, or investments.


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PART I—FINANCIAL INFORMATION
Item 1. Financial Statements (Unaudited).
UiPath, Inc.
Condensed Consolidated Balance Sheets
Amounts in thousands except per share data
(unaudited)
As of
July 31,
2023
January 31,
2023
ASSETS
Current assets
Cash and cash equivalents$1,093,898 $1,402,119 
Restricted cash400 — 
Marketable securities735,670 354,774 
Accounts receivable, net of allowance for credit losses of $1,128 and $2,698, respectively
226,327 374,217 
Contract assets80,602 69,260 
Deferred contract acquisition costs59,326 49,887 
Prepaid expenses and other current assets107,373 94,150 
Total current assets2,303,596 2,344,407 
Marketable securities, non-current— 2,942 
Contract assets, non-current5,021 6,523 
Deferred contract acquisition costs, non-current134,021 137,616 
Property and equipment, net24,679 29,045 
Operating lease right-of-use assets52,847 52,052 
Intangible assets, net19,244 23,010 
Goodwill90,051 88,010 
Deferred tax asset5,573 5,895 
Other assets, non-current35,108 45,706 
Total assets$2,670,140 $2,735,206 
LIABILITIES AND STOCKHOLDERS' EQUITY
Current liabilities
Accounts payable$1,887 $8,891 
Accrued expenses and other current liabilities64,404 76,645 
Accrued compensation and employee benefits67,836 142,582 
Deferred revenue384,015 398,334 
Total current liabilities518,142 626,452 
Deferred revenue, non-current103,780 121,697 
Operating lease liabilities, non-current56,699 56,442 
Other liabilities, non-current8,153 10,457 
Total liabilities686,774 815,048 
Commitments and contingencies (Note 11)
Stockholders' equity
Preferred stock, $0.00001 par value per share, 20,000 shares authorized as of July 31, 2023 and January 31, 2023; 0 shares issued and outstanding as of July 31, 2023 and January 31, 2023
— — 
Class A common stock, $0.00001 par value per share, 2,000,000 shares authorized as of July 31, 2023 and January 31, 2023; 484,128 and 474,160 shares issued and outstanding as of July 31, 2023 and January 31, 2023, respectively
Class B common stock, $0.00001 par value per share, 115,741 shares authorized as of July 31, 2023 and January 31, 2023; 82,453 shares issued and outstanding as of July 31, 2023 and January 31, 2023
Additional paid-in capital3,888,414 3,736,838 
Accumulated other comprehensive income11,506 7,612 
Accumulated deficit(1,916,560)(1,824,298)
Total stockholders’ equity1,983,366 1,920,158 
Total liabilities and stockholders’ equity$2,670,140 $2,735,206 
The accompanying notes are an integral part of these condensed consolidated financial statements.
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UiPath, Inc.
Condensed Consolidated Statements of Operations
Amounts in thousands except per share data
(unaudited)
Three Months Ended July 31,Six Months Ended July 31,
2023202220232022
Revenue:
Licenses$119,300 $103,696 $253,339 $220,700 
Subscription services159,999 124,656 306,351 240,150 
Professional services and other8,011 13,870 17,208 26,438 
Total revenue287,310 242,222 576,898 487,288 
Cost of revenue:
Licenses3,008 2,170 5,555 4,707 
Subscription services26,777 22,326 49,855 43,371 
Professional services and other19,202 20,080 37,244 41,514 
Total cost of revenue48,987 44,576 92,654 89,592 
Gross profit238,323 197,646 484,244 397,696 
Operating expenses:
Sales and marketing169,725 181,547 330,131 371,329 
Research and development86,606 67,849 161,948 136,539 
General and administrative59,577 68,443 116,161 125,973 
Total operating expenses315,908 317,839 608,240 633,841 
Operating loss(77,585)(120,193)(123,996)(236,145)
Interest income13,582 4,505 27,430 5,496 
Other income (expense), net7,472 (600)11,766 (3,411)
Loss before income taxes(56,531)(116,288)(84,800)(234,060)
Provision for income taxes3,830 4,090 7,462 8,879 
Net loss$(60,361)$(120,378)$(92,262)$(242,939)
Net loss per share attributable to common stockholders, basic and diluted$(0.11)$(0.22)$(0.16)$(0.45)
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted562,883 546,058 560,422 544,014 
The accompanying notes are an integral part of these condensed consolidated financial statements.
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UiPath, Inc.
Condensed Consolidated Statements of Comprehensive Loss
Amounts in thousands
(unaudited)
Three Months Ended July 31,Six Months Ended July 31,
2023202220232022
Net loss$(60,361)$(120,378)$(92,262)$(242,939)
Other comprehensive income (loss), net of tax:
Unrealized (loss) gain on available-for-sale marketable securities, net(161)159 (18)(301)
Foreign currency translation adjustments1,593 550 3,912 552 
Other comprehensive income, net1,432 709 3,894 251 
Comprehensive loss$(58,929)$(119,669)$(88,368)$(242,688)
The accompanying notes are an integral part of these condensed consolidated financial statements.
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UiPath, Inc.
Condensed Consolidated Statements of Stockholders’ Equity
Amounts in thousands
(unaudited)

Common StockAdditional
Paid-in
Capital
Accumulated Other
Comprehensive Income
Accumulated
Deficit
Total
Stockholders’
Equity
Class AClass B
SharesAmountSharesAmountAmountAmountAmountAmount
Balance as of January 31, 2023474,160 $82,453 $$3,736,838 $7,612 $(1,824,298)$1,920,158 
Issuance of common stock upon exercise of stock options898 — — — 1,175 — — 1,175 
Issuance of common stock upon settlement of restricted stock units4,246 — — — — — — — 
Tax withholdings on settlement of restricted stock units(1,463)— — — (25,697)— — (25,697)
Charitable donation of Class A common stock281 — — — 4,215 — — 4,215 
Stock-based compensation— — — — 85,125 — — 85,125 
Other comprehensive income, net— — — — — 2,462 — 2,462 
Net loss— — — — — — (31,901)(31,901)
Balance as of April 30, 2023478,122 $82,453 $$3,801,656 $10,074 $(1,856,199)$1,955,537 
Issuance of common stock upon exercise of stock options1,824 — — — 2,717 — — 2,717 
Issuance of common stock upon settlement of restricted stock units5,026 — — — — — — — 
Tax withholdings on settlement of restricted stock units(1,676)— — — (27,420)— — (27,420)
Issuance of common stock under employee stock purchase plan832 — — — 9,313 — — 9,313 
Stock-based compensation— — — — 102,148 — — 102,148 
Other comprehensive income, net— — — — — 1,432 — 1,432 
Net loss— — — — — — (60,361)(60,361)
Balance as of July 31, 2023484,128$82,453 $$3,888,414 $11,506 $(1,916,560)$1,983,366 

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Common StockAdditional
Paid-in
Capital
Accumulated Other
Comprehensive Income (Loss)
Accumulated
Deficit
Total
Stockholders’
Equity
Class AClass B
SharesAmountSharesAmountAmountAmountAmountAmount
Balance as of January 31, 2022458,773 $82,453 $$3,406,959 $10,899 $(1,495,946)$1,921,917 
Issuance of common stock upon exercise of stock options1,283 — — — 2,683 — — 2,683 
Vesting of early exercised stock options— — — — 1,355 — — 1,355 
Issuance of common stock upon settlement of restricted stock units3,499 — — — — — — — 
Tax withholdings on settlement of restricted stock units(1,125)— — — (24,827)— — (24,827)
Stock-based compensation— — — — 102,085 — — 102,085 
Other comprehensive loss, net— — — — — (458)— (458)
Net loss— — — — — — (122,561)(122,561)
Balance as of April 30, 2022462,430 $82,453 $$3,488,255 $10,441 $(1,618,507)$1,880,194 
Issuance of common stock upon exercise of stock options1,418 — — — 1,878 — — 1,878 
Issuance of common stock upon settlement of restricted stock units3,183 — — — — — 
Tax withholdings on settlement of restricted stock units(1,040)— — — (18,922)— — (18,922)
Charitable donation of Class A common stock300 — — — 5,499 — — 5,499 
Shares issued in connection with business acquisition570 — — — 2,965 — — 2,965 
Issuance of common stock under employee stock purchase plan578 — — — 9,070 — — 9,070 
Repurchase of unvested early exercised stock options(441)— — — — — — — 
Stock-based compensation— — — — 88,533 — — 88,533 
Other comprehensive income, net of tax— — — — — 709 — 709 
Net loss— — — — — — (120,378)(120,378)
Balance as of July 31, 2022466,998 $82,453 $$3,577,278 $11,150 $(1,738,885)$1,849,549 
The accompanying notes are an integral part of these condensed consolidated financial statements.
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UiPath, Inc.
Condensed Consolidated Statements of Cash Flows
Amounts in thousands
(unaudited)
Six Months Ended July 31,
20232022
Cash flows from operating activities
Net loss$(92,262)$(242,939)
Adjustments to reconcile net loss to net cash provided by (used in) operating activities:
Depreciation and amortization11,160 8,065 
Amortization of deferred contract acquisition costs31,229 21,860 
Net amortization on marketable securities(10,745)860 
Stock-based compensation expense187,145 189,706 
Charitable donation of Class A common stock4,215 5,499 
Amortization of operating lease right-of-use assets6,299 4,597 
Provision for deferred income taxes(57)1,505 
Abandonment and impairment charges— 2,881 
Other non-cash charges (credits), net965 (1,031)
Changes in operating assets and liabilities:
Accounts receivable147,725 51,707 
Contract assets(9,455)(26,146)
Deferred contract acquisition costs(36,389)(39,572)
Prepaid expenses and other assets(6,679)(4,277)
Accounts payable(6,033)2,759 
Accrued expenses and other liabilities(4,229)(14,507)
Accrued compensation and employee benefits(74,184)(45,042)
Operating lease liabilities, net(7,532)(2,422)
Deferred revenue(29,547)9,876 
Net cash provided by (used in) operating activities111,626 (76,621)
Cash flows from investing activities
Purchases of marketable securities(709,199)(45,600)
Maturities of marketable securities338,644 47,433 
Purchases of property and equipment(2,876)(16,298)
Payments related to business acquisitions, net of cash acquired— (29,477)
Other investing, net2,754 (507)
Net cash used in investing activities(370,677)(44,449)
Cash flows from financing activities
Proceeds from exercise of stock options3,904 4,682 
Payments of tax withholdings on net settlement of equity awards(52,832)(38,717)
Net payments of tax withholdings on sell-to-cover equity award transactions(679)(10,132)
Proceeds from employee stock purchase plan contributions9,643 8,507 
Payment of deferred consideration related to business acquisition(5,863)— 
Repurchase of unvested early exercised stock options— (1,493)
Net cash used in financing activities(45,827)(37,153)
Effect of exchange rate changes(2,943)(3,144)
Net decrease in cash, cash equivalents, and restricted cash(307,821)(161,367)
Cash, cash equivalents and restricted cash - beginning of period1,402,119 1,768,723 
Cash, cash equivalents and restricted cash - end of period$1,094,298 $1,607,356 
Supplemental disclosure of cash flow information
Cash paid for interest$413 $527 
Cash paid for income taxes7,234 17,610 
Supplemental disclosure of non-cash investing and financing activities
Reduction in accrued expenses and other liabilities for vesting of early exercised stock options— 1,355 
Value of shares issued in payment of business acquisitions— 2,965 
Payable for marketable securities purchase— 3,638 
Loan notes issued in connection with business acquisitions— 11,433 
Tax withholdings on net settlement of restricted stock units, accrued but not yet paid2,466 5,129 
The accompanying notes are an integral part of these consolidated financial statements.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements
(unaudited)

1. Organization and Description of Business
Description of Business
UiPath, Inc. (the “Company,” “we,” “us,” or “our”) was incorporated in Delaware in June 2015 and is headquartered in New York, New York. Our AI-powered UiPath Business Automation Platform offers a robust set of capabilities that allows our customers to discover opportunities for automation, automate using a digital workforce that seamlessly collaborates with humans, and operate a mission critical automation program at scale.
2. Summary of Significant Accounting Policies
Our significant accounting policies are discussed in greater scope and detail in Note 2, Summary of Significant Accounting Policies, in the notes to consolidated financial statements included in the 2023 Form 10-K. There have been no significant changes to such policies during the six months ended July 31, 2023.
Basis of Presentation
The accompanying unaudited condensed consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States of America (“U.S. GAAP”) and applicable regulations of the SEC regarding interim financial reporting. As permitted under those rules, certain footnotes or other financial information that are normally required by U.S. GAAP may be condensed or omitted. The accompanying unaudited condensed consolidated financial statements and related financial information should be read in conjunction with the audited consolidated financial statements and the accompanying notes thereto for the fiscal year ended January 31, 2023, which are included in the 2023 Form 10-K.
The unaudited condensed consolidated financial statements have been prepared on the same basis as our audited consolidated financial statements and, in the opinion of management, reflect all adjustments, consisting only of normal recurring adjustments, that are necessary for the fair presentation of our financial information. The unaudited condensed consolidated financial statements include the financial statements of UiPath, Inc. and its subsidiaries in which we hold a controlling financial interest. Intercompany transactions and accounts have been eliminated in consolidation.
The results of operations for the six months ended July 31, 2023 are not necessarily indicative of the results to be expected for the fiscal year ending January 31, 2024 or for any other future interim or annual period.
Fiscal Year
Our fiscal year ends on January 31. References to fiscal year 2024, for example, refer to the fiscal year ending January 31, 2024.
Use of Estimates
The preparation of financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the amounts of assets and liabilities at the balance sheet date and the amounts of revenue and expenses reported during the period. We evaluate estimates based on historical and anticipated results, trends, and various other assumptions. Such estimates include, but are not limited to, certain aspects of revenue recognition including changes in variable consideration, expected period of benefit for deferred contract acquisition costs, allowance for credit losses, fair value of financial assets and liabilities, fair value of acquired assets and assumed liabilities, useful lives of long-lived assets, capitalized software development costs, carrying value of operating lease right-of-use (“ROU”) assets and operating lease liabilities, incremental borrowing rates for operating leases, amount of stock-based compensation expense, timing and amount of contingencies, costs related to our restructuring actions, uncertain tax positions, and valuation allowance for deferred income taxes. Actual results could differ from these estimates and assumptions.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Foreign Currency
The functional currency of our non-U.S. subsidiaries is the local currency. Asset and liability balances denominated in non-U.S. dollar currencies are translated into U.S. dollars using period-end exchange rates, while revenue and expenses are translated using average monthly exchange rates. Differences are included in stockholders’ equity as a component of accumulated other comprehensive income. Financial assets and liabilities denominated in currencies other than the functional currency are recorded at the exchange rate at the time of the transaction and subsequent gains and losses related to changes in the foreign currency are included in other income (expense), net in the condensed consolidated statements of operations. For the three months ended July 31, 2023 and 2022, we recognized transaction losses of $0.6 million and $0.8 million, respectively. For the six months ended July 31, 2023 and 2022, we recognized transaction losses of $1.4 million and $2.2 million, respectively.
Concentration of Risks
Financial instruments that potentially subject us to significant concentrations of credit risk consist principally of cash and cash equivalents, marketable securities, and accounts receivable.
We maintain our cash balance at financial institutions that management believes are high-credit, quality financial institutions, where our deposits, at times, exceed Federal Deposit Insurance Corporation (“FDIC”) limits. As of July 31, 2023 and January 31, 2023, 95% and 98%, respectively, of our cash and cash equivalents were concentrated in the United States, European Union (“EU”) countries, and Japan.
The selection of investments in marketable securities is governed by our investment policy. The policy aims to emphasize principles of safety and liquidity, with the overall objective of earning an attractive rate of return while limiting exposure to risk of loss and avoiding inappropriate concentrations. We use this policy to guide our investment decisions as it stipulates, among other things, a list of eligible investment types, minimum ratings and other restrictions for each type, and overall portfolio composition constraints.
With regard to accounts receivable, we extend differing levels of credit to customers based on creditworthiness, do not require collateral deposits, and when necessary maintain reserves for potential credit losses based upon the expected collectability of accounts receivable. We manage credit risk related to our customers by performing periodic evaluations of creditworthiness and applying other credit risk monitoring procedures. Significant customers are those that represent 10% or more of our total revenue for the period or accounts receivable at the balance sheet date. For the three and six months ended July 31, 2023 and 2022, no single customer accounted for 10% or more of our total revenue. As of July 31, 2023 and January 31, 2023, no single customer accounted for 10% or more of our accounts receivable.
Stock-Based Compensation
We recognize stock-based compensation expense in accordance with the provisions of Accounting Standards Codification ("ASC") 718, Compensation—Stock Compensation. ASC 718 requires the measurement and recognition of compensation expense for all stock-based awards made to employees, directors, and non-employees based on the grant date fair value of the awards.
The fair value of each stock option is determined using the Black-Scholes pricing model. The fair value of each restricted stock unit ("RSU") and restricted stock award ("RSA") is determined based on the fair value of our Class A common stock on the grant date. The fair value of each performance stock unit ("PSU") that is dependent on the satisfaction of a performance condition is also determined based on the fair value of our Class A common stock on the grant date.The fair value of shares under our employee stock purchase plan ("ESPP") is determined using the Black-Scholes pricing model.

Stock-based compensation expense is included in cost of revenue and operating expenses within our consolidated statements of operations based on the expense classification of the individual earning the award.

The fair value of awards with only service-based vesting conditions is recognized as expense over the requisite service period on a straight-line basis.

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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
For PSUs dependent on the satisfaction of a performance condition, compensation expense is recognized only when management believes it is probable that the performance condition will be achieved. Although total compensation expense recognized for these awards will ultimately equal the grant date fair value per share multiplied by the number of shares earned by the holder, changes in management's expectations can cause fluctuations in timing of expense over the life of these awards.

The fair value of ESPP shares is recognized over the relevant offering period on a straight-line basis.

With all award types, we account for forfeitures as they occur.
3. Revenue Recognition
Disaggregation of Revenue
The following tables summarize revenue by geographical region (dollars in thousands): 
Three Months Ended July 31,
20232022
AmountPercentage of
Revenue
AmountPercentage of
Revenue
Americas (1)
$139,718 49 %$120,977 50 %
Europe, Middle East, and Africa81,009 28 %69,521 29 %
Asia-Pacific (2)
66,583 23 %51,724 21 %
Total revenue$287,310 100 %$242,222 100 %
(1)Revenue from the United States represented 44% and 45% of our total revenues for the three months ended July 31, 2023 and 2022, respectively.
(2)Revenue from Japan represented 10% and 9% of our total revenues for the three months ended July 31, 2023 and 2022, respectively.

Six Months Ended July 31,
20232022
AmountPercentage of
Revenue
AmountPercentage of
Revenue
Americas (1)
$263,170 46 %$235,128 48 %
Europe, Middle East, and Africa177,940 31 %139,124 29 %
Asia-Pacific (2)
135,788 23 %113,036 23 %
Total revenue$576,898 100 %$487,288 100 %
(1)Revenue from the United States represented 41% and 44% of our total revenues for the six months ended July 31, 2023 and 2022, respectively.
(2)Revenue from Japan represented 11% and 11% of our total revenues for the six months ended July 31, 2023 and 2022, respectively.
Deferred Revenue
During the six months ended July 31, 2023 and 2022, we recognized $254.8 million and $201.9 million of revenue that was included in the deferred revenue balance as of January 31, 2023 and 2022, respectively.
Remaining Performance Obligations
Our remaining performance obligations are comprised of licenses, subscription services, and professional services and other revenue not yet delivered. As of July 31, 2023, the aggregate amount of the transaction price allocated to remaining performance obligations was $905.4 million, which consists of $487.8 million of billed consideration and $417.6 million of unbilled consideration. We expect to recognize 62% of our remaining performance obligations as revenue over the next 12 months, and the remainder thereafter.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Deferred Contract Acquisition Costs
Our deferred contract acquisition costs are comprised of sales commissions that represent incremental costs to obtain customer contracts, and are determined based on sales compensation plans. Amortization of deferred contract acquisition costs was $17.1 million and $11.1 million for the three months ended July 31, 2023 and 2022, respectively, and $31.2 million and $21.9 million for the six months ended July 31, 2023 and 2022, respectively, and is recorded in sales and marketing expense in the condensed consolidated statements of operations.
4. Marketable Securities
The following is a summary of our marketable securities (in thousands): 
As of July 31, 2023
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated Fair Value
Commercial paper$61,740 $— $— $61,740 
Treasury bills and U.S. government securities (1)
555,966 — (418)555,548 
Corporate bonds10,809 — (39)10,770 
Municipal bonds1,751 — (15)1,736 
Agency bonds106,034 — (158)105,876 
Total marketable securities$736,300 $— $(630)$735,670 
(1) Treasury bills with both amortized cost and estimated fair value of $39.8 million are included in cash and cash equivalents due to their original maturity of three months or less.
As of January 31, 2023
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated Fair Value
Commercial paper$62,470 $— $— $62,470 
Treasury bills and U.S. government securities (1)
234,848 — (308)234,540 
Corporate bonds46,684 — (198)46,486 
Municipal bonds6,374 — (66)6,308 
Agency bonds7,959 — (47)7,912 
Total marketable securities$358,335 $— $(619)$357,716 
(1) Treasury bills with both amortized cost and estimated fair value of $10.0 million are included in cash and cash equivalents due to their original maturity of three months or less.
As of July 31, 2023 and January 31, 2023, none and $2.9 million, respectively, of our marketable securities had remaining contractual maturities of one year or more.
As of July 31, 2023 and January 31, 2023, $3.0 million and $3.5 million, respectively, of interest receivable was included in prepaid expenses and other current assets on the condensed consolidated balance sheets. We did not recognize an allowance for credit losses against interest receivable as of July 31, 2023 and January 31, 2023.
Unrealized losses during the periods presented are a result of changes in market conditions. We do not believe that any unrealized losses are attributable to credit-related factors based on our evaluation of available evidence. To determine whether a decline in value is related to credit loss, we evaluate, among other factors, the extent to which the fair value is less than the amortized cost basis and any adverse conditions specifically related to an issuer of a security or its industry.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
5. Fair Value Measurement
The following tables present the fair value hierarchy of our financial assets measured at fair value on a recurring basis as of July 31, 2023 and January 31, 2023 (in thousands): 
 As of July 31, 2023
 Level 1Level 2Total
Financial assets:   
Money market$528,156 $— $528,156 
Treasury bills39,807 — 39,807 
Commercial paper— 24,977 24,977 
Total cash equivalents567,963 24,977 592,940 
Commercial paper— 61,740 61,740 
Treasury bills and U.S. government securities555,548 — 555,548 
Corporate bonds— 10,770 10,770 
Municipal bonds— 1,736 1,736 
Agency bonds105,876 — 105,876 
Total marketable securities661,424 74,246 735,670 
Total$1,229,387 $99,223 $1,328,610 
 As of January 31, 2023
 Level 1Level 2Total
Financial assets:   
Money market$319,801 $— $319,801 
Treasury bills9,968 — 9,968 
Total cash equivalents329,769 — 329,769 
Commercial paper— 62,470 62,470 
Treasury bills and U.S. government securities234,540 — 234,540 
Corporate bonds— 46,486 46,486 
Municipal bonds— 6,308 6,308 
Agency bonds7,912 — 7,912 
Total marketable securities242,452 115,264 357,716 
Total$572,221 $115,264 $687,485 
Our money market funds, treasury bills and U.S. government securities, and agency bonds are classified within Level 1 of the fair value hierarchy because they are valued based on quoted market prices in active markets. We classify commercial paper, corporate bonds, and municipal bonds as Level 2 because they are valued using inputs other than quoted prices which are directly or indirectly observable in the market, including readily-available pricing sources for the identical underlying security which may not be actively traded. None of our financial instruments were classified in the Level 3 category as of July 31, 2023 or January 31, 2023.
6. Business Acquisition
Re:infer
On July 29, 2022, we acquired all of the outstanding capital stock of Re:infer LTD. (“Re:infer”), a natural language processing company focused on unstructured documents and communications. Re:infer uses machine learning technology to mine context from communication messages and transform them into actionable data. With this acquisition, we gained technology and an experienced team which we believe will accelerate our technology roadmap, expand the breadth of our current AI-powered automation capabilities, and unlock new automation opportunities for our customers. The Re:infer acquisition was accounted for as a business combination.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
The total purchase consideration for the acquisition of Re:infer was $44.6 million, consisting of the following (in thousands):
Cash paid at closing$30,117 
Fair value of Class A common stock issued at closing (0.2 million shares)
2,965 
Loan note paid on July 29, 2023 (first anniversary of closing)5,863 
Loan note to be paid on second anniversary of closing (included in accrued expenses and other current liabilities as of July 31, 2023)
5,570 
Working capital adjustment66 
Total$44,581 
At closing, we also issued an additional 0.4 million shares of Class A common stock that will be released to sellers in equal installments on the first, second, and third anniversaries of the closing date, subject to certain employment-related clawback provisions. The aggregate fair value of these shares totaled $7.6 million and will be expensed as compensation for post-acquisition services over the three years following the acquisition date.
The following table summarizes the fair values of the assets acquired and liabilities assumed as of the acquisition date (in thousands):
 July 29, 2022
Net tangible assets$300 
Intangible assets13,100 
Goodwill34,351 
Total assets acquired47,751 
Deferred tax liabilities assumed(3,170)
Total$44,581 

The following table sets forth the identifiable intangible assets acquired and their estimated useful lives as of the date of acquisition:
Fair Value
(in thousands)
Estimated Useful Life
(in years)
Developed technology$10,000 5.0
Customer relationships3,100 3.0
Total$13,100 
The acquisition of Re:infer generated goodwill of $34.4 million representing expected synergies and acquired skilled workforce. None of this goodwill is deductible for tax purposes.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
7. Intangible Assets and Goodwill
Intangible Assets, Net
Acquired intangible assets, net consisted of the following as of July 31, 2023 (dollars in thousands): 
 Intangible Assets,
Gross
Accumulated
Amortization
Intangible
Assets,
Net
Weighted-
Average
Remaining
Useful Life
(in years)
Developed technology$29,194 $(14,206)$14,988 3.2
Customer relationships8,325 (4,985)3,340 1.6
Trade names and trademarks273 (251)22 0.7
Other intangibles1,231 (337)894 7.3
Total$39,023 $(19,779)$19,244 
Acquired intangible assets, net consisted of the following as of January 31, 2023 (dollars in thousands):
 Intangible Assets,
Gross
Accumulated
Amortization
Intangible
Assets,
Net
Weighted-
Average
Remaining
Useful Life
(in years)
Developed technology$28,517 $(11,095)$17,422 3.5
Customer relationships8,174 (3,601)4,573 2.0
Trade names and trademarks272 (233)39 1.2
Other intangibles1,231 (255)976 7.7
Total$38,194 $(15,184)$23,010 
We record amortization expense associated with acquired developed technology in cost of licenses revenue and cost of subscription services revenue, trade names and trademarks in sales and marketing expense, customer relationships in sales and marketing expense, and other intangibles in general and administrative expense in the condensed consolidated statements of operations. Amortization of acquired intangible assets for the three months ended July 31, 2023 and 2022 was $2.2 million and $1.3 million, respectively, and for the six months ended July 31, 2023 and 2022 was $4.3 million and $2.7 million, respectively.
Expected future amortization expense related to intangible assets was as follows as of July 31, 2023 (in thousands):
 Amount
Remainder of year ending January 31, 2024$4,372 
Year ending January 31,
20256,766 
20264,144 
20272,480 
20281,179 
Thereafter303 
Total$19,244 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Goodwill
Changes in the carrying amount of goodwill during the six months ended July 31, 2023 were as follows (in thousands):
 Carrying
Amount
Balance as of January 31, 2023$88,010 
Effect of foreign currency translation2,041 
Balance as of July 31, 2023$90,051 
8. Operating Leases
Our operating leases consist of real estate and vehicles and have remaining lease terms of one year to 15 years. For purposes of calculating operating lease liabilities, lease terms may be deemed to include options to extend the lease when it is reasonably certain that we will exercise those options. Our operating lease arrangements do not contain any material restrictive covenants or residual value guarantees.
Lease costs are presented below (in thousands):
Three Months Ended July 31,Six Months Ended July 31,
2023202220232022
Operating lease cost$3,228 $2,736 $6,299 $5,495 
Short-term lease cost1,320 1,535 2,620 3,043 
Variable lease cost525 316 1,146 523 
Sublease income (1)
(533)(533)(1,065)(1,065)
Total$4,540 $4,054 $9,000 $7,996 
(1) Included in other income (expense), net in the condensed consolidated statements of operations.
The following table represents the weighted-average remaining lease term and discount rate as of the periods presented:
As of
July 31, 2023January 31, 2023
Weighted-average remaining lease term (years)11.512.1
Weighted-average discount rate7.1 %7.0 %
Future undiscounted lease payments for our operating lease liabilities as of July 31, 2023 were as follows (in thousands):
Amount
Remainder of year ending January 31, 2024
$5,393 
Year ending January 31,
202511,354 
20269,225 
20278,608 
20287,917 
Thereafter48,965 
Total operating lease payments91,462 
Less: imputed interest(28,422)
Total operating lease liabilities$63,040 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
As of July 31, 2023, we had non-cancellable commitments in the amount of $4.6 million related to operating leases of real estate facilities that have not yet commenced.
Current operating lease liabilities of $6.3 million and $7.0 million were included in accrued expenses and other current liabilities on our condensed consolidated balance sheets as of July 31, 2023 and January 31, 2023, respectively.
Supplemental cash flow information related to leases for the three and six months ended July 31, 2023 and 2022 was as follows (in thousands):
Three Months Ended July 31,Six Months Ended July 31,
2023202220232022
Cash paid for amounts included in the measurement of operating lease liabilities$3,545 $1,493 $6,160 $3,557 
Operating lease ROU assets obtained in exchange for new operating lease liabilities2,688 2,120 4,681 2,890 
9. Condensed Consolidated Balance Sheet Components
Prepaid Expenses and Other Current Assets
Prepaid expenses and other current assets consisted of the following (in thousands):
As of
July 31,
2023
January 31,
2023
Prepaid expenses and service credits$82,520 $67,794 
Other current assets24,853 26,356 
Prepaid expenses and other current assets$107,373 $94,150 
Property and Equipment, Net
Property and equipment, net consisted of the following (in thousands):
As of
July 31,
2023
January 31,
2023
Computers and equipment$29,003 $28,450 
Leasehold improvements21,843 19,622 
Furniture and fixtures6,604 6,485 
Construction in progress447 2,419 
Property and equipment, gross57,897 56,976 
Less: accumulated depreciation(33,218)(27,931)
Property and equipment, net$24,679 $29,045 
Depreciation expense for the three months ended July 31, 2023 and 2022 was $2.8 million and $1.9 million, respectively. Depreciation expense for the six months ended July 31, 2023 and 2022 was $5.8 million and $3.8 million, respectively.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
As of
July 31, 2023January 31, 2023
Accrued expenses$12,188 $19,411 
Withholding tax from employee equity transactions2,408 3,772 
Employee stock purchase plan withholdings3,688 3,365 
Payroll taxes and other benefits payable3,879 7,644 
Income tax payable10,220 8,750 
Value-added taxes payable2,567 6,381 
Operating lease liabilities, current6,341 6,997 
Deferred consideration for business acquisition, current5,570 5,863 
Other17,543 14,462 
Accrued expenses and other current liabilities$64,404 $76,645 
10. Credit Facility
On October 30, 2020 and as amended, we entered into a $200.0 million senior secured revolving credit facility with a maturity date of October 30, 2023 (the “Credit Facility”) with HSBC Ventures USA Inc., Silicon Valley Bank, a division of First Citizens Bank & Trust Company (successor by purchase to the FDIC as receiver for Silicon Valley Bridge Bank, N.A. (as successor to Silicon Valley Bank)), Sumitomo Mitsui Banking Corporation, and Mizuho Bank, LTD (together, the "Lenders"). The Credit Facility contains certain customary covenants, including, but not limited to, those relating to additional indebtedness, liens, asset divestitures, and affiliate transactions.
As of July 31, 2023 and January 31, 2023, there were no amounts outstanding under the Credit Facility.
In September 2023, we and the Lenders terminated the Credit Facility prior to its original maturity date.
11. Commitments and Contingencies
Letters of Credit
We had a total of $3.6 million and $4.3 million in letters of credit outstanding in favor of certain landlords for office space and for credit line facilities as of July 31, 2023 and January 31, 2023, respectively. These letters of credit renew annually and expire on various dates through fiscal year 2025.
Indemnification
In the ordinary course of business, we may provide indemnification of varying scope and terms to customers, vendors, directors, and officers with respect to certain matters, including, but not limited to, losses arising out of our breach of such agreements, services to be provided by us, or from intellectual property infringement claims made by third parties.
These indemnification provisions may survive termination of the underlying agreement and the potential amount of future payments we could be required to make under these indemnification provisions may not be subject to maximum loss clauses. The maximum potential amount of future payments we could be required to make under these indemnification provisions is indeterminable. As of July 31, 2023 and January 31, 2023, we have not accrued a liability for these indemnification arrangements because the likelihood of incurring a payment obligation, if any, in connection with these indemnification arrangements was remote.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Restructuring
On June 24, 2022, our board of directors approved restructuring actions to manage our operating expenses by reducing our global workforce by approximately 5%. The workforce reduction aimed to simplify our go-to-market approach and improve sales productivity. In connection with these workforce reductions, we also ceased use of our office in Brooklyn, NY. On November 10, 2022, our board of directors approved further restructuring actions to reduce our global workforce across functions by an additional 6%.
For the six months ended July 31, 2023, we incurred $2.6 million of expense associated with employee termination benefits in connection with the completion of our restructuring actions.
The following table shows the total amount incurred, and the liability, which is recorded in accrued compensation and employee benefits in the condensed consolidated balance sheets, for restructuring-related employee termination benefits as of July 31, 2023 (in thousands):
Employee Termination Benefits
Accrued restructuring costs as of January 31, 2023$3,889 
Restructuring costs incurred during the six months ended July 31, 20232,606 
Amount paid during the six months ended July 31, 2023(4,792)
Accrued restructuring costs as of July 31, 2023$1,703 
Defined Contribution Plans
We sponsor retirement plans for qualifying employees, including a 401(k) plan in the U.S. and defined contribution plans in certain other countries, to which we make matching contributions. Our total matching contributions to all defined contribution plans was $3.5 million and $3.7 million for the three months ended July 31, 2023 and 2022, respectively, and $9.1 million and $8.7 million for the six months ended July 31, 2023 and 2022, respectively.
Litigation
From time to time, we may be involved in lawsuits, claims, investigations, and proceedings, consisting of intellectual property, commercial, employment, and other matters, which arise in the ordinary course of business. In accordance with ASC 450, Contingencies, we make a provision for a liability when it is both probable that a liability has been incurred and the amount of the loss can be reasonably estimated.
We are not presently a party to any litigation the outcome of which we believe, if determined adversely to us, would individually or taken together have a material adverse effect on our business, operating results, cash flows, or financial condition. We have determined that the existence of a material loss is neither probable nor reasonably possible.
Warranty
We warrant to customers that our platform will operate substantially in accordance with its specifications. Historically, no significant costs have been incurred related to product warranties. Based on such historical experience, the probability of incurring such costs in the future is deemed remote. As such, no accruals for product warranty costs have been made.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Non-Cancelable Purchase Obligations
In the normal course of business, we enter into non-cancelable purchase commitments with various parties, mainly for hosting services, software products and services, and credits toward purchase of products and services from strategic alliance partners.
As of July 31, 2023, we had outstanding non-cancelable purchase obligations with a term of 12 months or longer as follows (in thousands):
Amount
Remainder of year ending January 31, 2024$33,578 
Year ending January 31,
202599,928 
202656,633 
202720,332 
20288,245 
Thereafter— 
Total$218,716 
12. Stockholders’ Equity
Charitable Donations of Class A Common Stock
We have reserved 2.8 million shares of our Class A common stock to fund our social impact and environmental, social, and governance initiatives. During the six months ended July 31, 2023, we contributed 0.3 million shares of our Class A common stock to a donor-advised fund in connection with our Pledge 1% commitment. The aggregate fair value of the shares on the contribution date of $4.2 million was recorded within general and administrative expense in the condensed consolidated statements of operations.
Accumulated Other Comprehensive Income (Loss)
For the six months ended July 31, 2023 and 2022, changes in the components of accumulated other comprehensive income (loss) were as follows (in thousands):
Foreign Currency Translation AdjustmentsUnrealized Gain (Loss) on Marketable SecuritiesAccumulated Other Comprehensive Income
Balance as of January 31, 2023$8,231 $(619)$7,612 
Other comprehensive income (loss), net of tax3,912 (18)3,894 
Balance as of July 31, 2023$12,143 $(637)$11,506 

Foreign Currency Translation AdjustmentsUnrealized Loss on Marketable SecuritiesAccumulated Other Comprehensive Income (Loss)
Balance as of January 31, 2022$11,234 $(335)$10,899 
Other comprehensive income (loss), net of tax552 (301)251 
Balance as of July 31, 2022$11,786 $(636)$11,150 
13. Equity Incentive Plans and Stock-Based Compensation
2021 Stock Plan
In April 2021, prior to and in connection with the IPO, we adopted our 2021 Equity Incentive Plan (the "2021 Plan"), which provides for grants of incentive stock options, nonstatutory stock options, stock appreciation rights,
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
RSAs, RSUs, PSUs, and other forms of awards. As of July 31, 2023, we have reserved 173.7 million shares of our Class A common stock to be issued under the 2021 Plan. The number of shares of our Class A common stock reserved for issuance under the 2021 Plan will automatically increase on February 1 of each year for a period of ten years, which began on February 1, 2022 and continues through February 1, 2031, in an amount equal to (1) 5% of the total number of shares of our common stock (both Class A and Class B) outstanding on the preceding January 31, or (2) a lesser number of shares determined by our board of directors no later than the February 1 increase.
2021 Employee Stock Purchase Plan
In April 2021, prior to and in connection with the IPO, we adopted our 2021 Employee Stock Purchase Plan (the “ESPP”). As of July 31, 2023, the ESPP authorizes the issuance of 21.5 million shares of our Class A common stock under purchase rights granted to our employees or to employees of any of our designated affiliates. The number of shares of our Class A common stock reserved for issuance will automatically increase on February 1 of each year for a period of ten years, which began on February 1, 2022 and continues through February 1, 2031, by the lesser of (1) 1% of the total number of shares of our common stock (both Class A and Class B) outstanding on the preceding January 31; and (2) 15.5 million shares, except before the date of any such increase, our board of directors may determine that such increase will be less than the amount set forth by (1) and (2) above. The ESPP allows participants to purchase shares at the lesser of (a) 85% of the fair market value of our Class A common stock as of the commencement of each offering period, and (b) 85% of the fair market value of our Class A common stock on the corresponding purchase date.
Stock Options
Stock option activity during the six months ended July 31, 2023 was as follows:
Stock
Options
(in thousands)
Weighted-
Average Exercise
Price
Weighted-Average
Remaining
Contractual
Life (years)
Aggregate
Intrinsic Value
(in thousands)
Outstanding as of January 31, 202313,898 $3.32 7.7$169,324 
Granted2,614 $0.10 
Exercised(2,722)$1.43 
Forfeited(205)$0.82 
Outstanding as of July 31, 202313,585 $3.11 7.7$203,300 
Vested and exercisable as of July 31, 20235,763 $3.61 6.0$83,392 
The weighted-average grant date fair value of stock options granted during the six months ended July 31, 2023 was $16.62 per share. The intrinsic value of stock options exercised during the six months ended July 31, 2023 was $42.2 million.
Unrecognized compensation expense associated with unvested stock options granted and outstanding as of July 31, 2023, was $129.8 million, which is to be recognized over a weighted-average remaining period of 2.5 years.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Restricted Stock Units
RSU activity during the six months ended July 31, 2023 was as follows:
RSUs (in thousands)Weighted-Average Grant
Date Fair Value Per Share
Unvested as of January 31, 202336,785 $22.48 
Granted15,620 $16.60 
Vested(9,133)$20.89 
Forfeited(5,013)$23.71 
Unvested as of July 31, 202338,259 $20.30 
The vesting date fair value of RSUs that vested during the six months ended July 31, 2023 was $157.0 million.
As of July 31, 2023, total unrecognized compensation expense related to unvested RSUs was approximately $693.1 million, which is to be recognized over a weighted-average remaining period of 2.6 years.
Restricted Stock Awards
In September 2020, we issued approximately 0.1 million RSAs to a member of our board of directors at a grant date fair value of $33.22 per share, totaling $4.0 million. Such RSAs vest monthly over four years from the grant date. The unvested shares are subject to a repurchase right held by us. As of July 31, 2023, total unrecognized compensation expense related to unvested RSAs was $1.1 million and will be recognized over the remaining vesting period of 1.1 years.
Performance Stock Units
On July 31, 2023, we granted approximately 0.1 million PSUs at a grant date fair value of $18.08 per share. The PSUs are subject to performance conditions related to the achievement of certain individual and Company targets for fiscal year 2024, and the number of shares earned will ultimately be 0%, 100%, or 200% of the base number of PSUs awarded. To the extent that they are earned, these PSUs will vest on April 1, 2024.
Employee Stock Purchase Plan Awards
During the six months ended July 31, 2023, 0.8 million shares were purchased under the ESPP at $11.19 per share. As of July 31, 2023, total unrecognized compensation expense related to the ESPP was approximately $2.5 million, which is to be recognized over a weighted-average remaining period of 0.4 years.
Stock-Based Compensation Associated with Business Acquisition
At the closing of the acquisition of Re:infer on July 29, 2022, we issued 0.4 million shares of Class A common stock (outside of the 2021 Plan) to be released to certain employee sellers in equal installments on the first, second, and third anniversaries of the closing date, subject to employment-related clawback provisions. As of July 31, 2023,
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
total unrecognized compensation expense related to these shares was $5.1 million, which is to be recognized over a weighted-average remaining period of 2.0 years.
Stock-Based Compensation Expense
Stock-based compensation expense is classified in the condensed consolidated statements of operations as follows (in thousands):
Three Months Ended July 31,Six Months Ended July 31,
2023202220232022
Cost of subscription services revenue$3,809 $2,841 $6,987 $6,057 
Cost of professional services and other revenue3,083 2,528 5,782 6,402 
Sales and marketing39,007 35,889 72,130 86,647 
Research and development33,071 23,501 57,844 50,124 
General and administrative23,127 23,493 44,402 40,476 
Total$102,097 $88,252 $187,145 $189,706 
14. Income Taxes
Our tax provision for interim periods is determined using an estimated annual effective tax rate, adjusted for discrete items arising in the applicable quarter. In each quarter, we update the estimated annual effective tax rate and make a year-to-date adjustment to the provision. The estimated annual effective tax rate is subject to significant volatility due to several factors, including our ability to accurately predict the proportion of our pretax income in multiple jurisdictions and certain book-tax differences.
We had a provision for income taxes of $3.8 million and $4.1 million for the three months ended July 31, 2023 and 2022, respectively. Our effective tax rate was (6.8%) and (3.5%) for the three months ended July 31, 2023 and 2022, respectively. For the three months ended July 31, 2023 and 2022, our effective tax rate differed from the U.S. federal statutory rate primarily as a result of not recognizing deferred tax assets ("DTAs") for losses due to a full valuation allowance (as discussed below) and due to tax rate differences between the United States and foreign countries.
We had a provision for income taxes of $7.5 million and $8.9 million for the six months ended July 31, 2023 and 2022, respectively. Our effective tax rate was (8.8%) and (3.8%) for the six months ended July 31, 2023 and 2022, respectively. For the six months ended July 31, 2023 and 2022, our effective tax rate differed from the U.S. federal statutory rate primarily as a result of not recognizing DTAs for losses due to a full valuation allowance (as discussed below) and due to tax rate differences between the United States and foreign countries.
The realization of tax benefits of net DTAs is dependent upon future levels of taxable income of an appropriate character in the periods the items are expected to be deductible or taxable. Based on the available objective evidence during the six months ended July 31, 2023, we believe it is more likely than not that the tax benefits of DTAs associated with the U.S., Romania, and the U.K. may not be realized. Accordingly, we recorded a full valuation allowance against the U.S., Romania, and the U.K. DTAs. We intend to maintain each of these full valuation allowances until sufficient positive evidence exists to support a reversal of, or decrease in, the valuation allowance. As of July 31, 2023, there is no valuation allowance recorded against DTAs associated with Japan as we believe it is more likely than not that we will realize such assets during the prescribed statutory period.
As of July 31, 2023, we had gross unrecognized tax benefits totaling $2.3 million related to income taxes, which would impact the effective tax rate if recognized. Of this amount, the total liability pertaining to uncertain tax positions was $1.5 million, excluding interest and penalties, which are accounted for as a component of our income tax provision. The tax positions of UiPath, Inc. and its subsidiaries are subject to income tax audits in multiple tax jurisdictions globally, with currently open audits in Romania and India, and we believe that we have provided adequate reserves for our income tax uncertainties in all open tax years. At this time, we do not expect any significant changes in the next fiscal quarter based on the current positions undertaken by us.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
15. Net Loss Per Share Attributable to Common Stockholders
The following table sets forth the computation of basic and diluted net loss per share attributable to common stockholders for the periods presented (in thousands except per share amounts):
Three Months Ended July 31,
20232022
Class AClass BClass AClass B
Numerator:
Net loss$(51,519)$(8,842)$(102,201)$(18,177)
Denominator:
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted480,430 82,453 463,605 82,453 
Net loss per share attributable to common stockholders, basic and diluted$(0.11)$(0.11)$(0.22)$(0.22)
Six Months Ended July 31,
20232022
Class AClass BClass AClass B
Numerator:
Net loss$(78,688)$(13,574)$(206,118)$(36,821)
Denominator:
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted477,969 82,453 461,561 82,453 
Net loss per share attributable to common stockholders, basic and diluted$(0.16)$(0.16)$(0.45)$(0.45)
Anti-dilutive common stock equivalents excluded from the computation of diluted net loss per share attributable to common stockholders were as follows (in thousands):
Three Months Ended July 31,
20232022
Class AClass BClass AClass B
Unvested RSUs40,122 — 29,562 — 
Outstanding stock options14,206 — 14,138 — 
Shares subject to repurchase from RSAs and early exercised stock options53 — 116 — 
Shares issuable under ESPP680 — 588 — 
Returnable shares issued in connection with business acquisition422 — 14 — 
Total55,483 — 44,418 — 
Six Months Ended July 31,
20232022
Class AClass BClass AClass B
Unvested RSUs38,760 — 28,435 — 
Outstanding stock options14,047 — 13,965 — 
Shares subject to repurchase from RSAs and early exercised stock options58 — 483 — 
Shares issuable under ESPP787 — 808 — 
Returnable shares issued in connection with business acquisition425 — — 
Total weighted-average anti-dilutive common stock equivalents54,077 — 43,698 — 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
16. Related Party Transactions
Beginning in the third quarter of fiscal year 2022, we have at times made use of an aircraft which is owned by Daniel Dines, our Co-Chief Executive Officer, through a special purpose limited liability company and which is operated by a third-party aircraft management company. Mr. Dines, through the special purpose limited liability company, obtained financing for the aircraft and bears all associated operating, personnel, and maintenance costs.
We did not incur any expense related to use of the aircraft for the three and six months ended July 31, 2023. For the three and six months ended July 31, 2022, we incurred expenses of $1.1 million and $1.9 million, respectively in connection with our business use of the aircraft.
17. Subsequent Events
On September 1, 2023, our board of directors authorized a stock repurchase program, pursuant to which we may repurchase from time to time up to $500.0 million of our outstanding shares of Class A common stock. Repurchases under the program may be effected through open market purchases, privately-negotiated transactions, or otherwise in accordance with applicable federal securities laws, including through Rule 10b5-1 trading plans and under Rule 10b-18 of the Exchange Act. The timing and actual number of shares repurchased will depend on a variety of factors, including price, general business and market conditions, and alternate uses of capital. This authorization expires on March 1, 2025, subject to modification by the board of directors in the future.
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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations.
The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our unaudited condensed consolidated financial statements and related notes included elsewhere in this Quarterly Report on Form 10-Q and our audited consolidated financial statements and the related notes and the discussion under the heading “Management’s Discussion and Analysis of Financial Condition and Results of Operations” for the fiscal year ended January 31, 2023 included in our Annual Report on Form 10-K filed with the Securities and Exchange Commission ("SEC") on March 24, 2023 (the "2023 Form 10-K"). This discussion, particularly information with respect to our future results of operations or financial condition, business strategy and plans and objectives of management for future operations, includes forward-looking statements that involve risks and uncertainties as described under the heading “Special Note Regarding Forward-Looking Statements” in this Quarterly Report on Form 10-Q. You should review the disclosure under the heading "Risk Factors" in this Quarterly Report on Form 10-Q and under Part I, Item 1A, "Risk Factors," in the 2023 Form 10-K for discussion of important factors that could cause our actual results to differ materially from those anticipated in these forward-looking statements.
Overview
First established in a Bucharest, Romania apartment in 2005, UiPath was incorporated in Delaware in 2015 as a company principally focused on building and managing automations and developing computer vision technology, which remains the foundation of our platform today. Since that time, we have evolved from our beginnings in RPA into an end-to-end AI-powered automation platform through development and acquisitions, launched new products, and expanded our operations across the globe. Our vision is to enable automation across all knowledge work to accelerate human achievement.
The UiPath Business Automation Platform is The Foundation of Innovation™, providing our customers with a robust set of capabilities that allow them to discover opportunities for automation, automate using a digital workforce that seamlessly collaborates with humans, and operate a mission critical automation program at scale. Our platform enables employees to quickly build automations for both existing and new processes and to utilize software robots to perform a vast array of actions including, but not limited to, logging into applications, extracting information from documents, moving folders, filling in forms, and updating information fields and databases. The ability of our software robots to replicate steps performed by humans in executing business processes drives operational efficiencies and enables companies to deliver on key digital initiatives with greater speed, agility, and accuracy.
Enterprise automation is here, and its momentum is growing as organizations around the world begin to understand the power of automation to drive efficiency and business outcomes. We aspire to be the defining company, advancing the evolution of automation as not just a tool, but as a way of operating and innovating.
Business Highlights for the Three and Six Months Ended July 31, 2023:
Quarter-to-date revenue of $287.3 million increased 19% year-over-year.
Year-to-date revenue of $576.9 million increased 18% year-over-year.
ARR at July 31, 2023 of $1,307.9 million increased 25% year-over-year.
Gross margin was 83% for the three months ended July 31, 2023, compared to 82% for the three months ended July 31, 2022.
Gross margin was 84% for the six months ended July 31, 2023, compared to 82% for the six months ended July 31, 2022.
Cash flow from operations was $111.6 million for the six months ended July 31, 2023, compared to $(76.6) million for the six months ended July 31, 2022.
Cash and cash equivalents, restricted cash, and marketable securities were $1,830.0 million as of July 31, 2023, compared to $1,759.8 million as of January 31, 2023.
The Macroeconomic Environment and Foreign Currency Fluctuations
As a corporation with an international presence, we are subject to risks and uncertainties caused by significant events with macroeconomic impacts, including, but not limited to, the impact of the ongoing Russia-Ukraine conflict, other changes in geopolitical relationships, rising inflation and interest rates, monetary policy changes, financial services sector instability, and foreign currency fluctuations. Additionally, these macroeconomic impacts have generally disrupted the operations of our customers, prospective customers, and partners.
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Internationally, we price our platform in currencies that may not be the functional currency. Accordingly, the heightened volatility of global markets has exposed us and will continue to expose us to foreign currency fluctuations, which may impact demand for our platform, our near-term results, and our ability to predict future results. Further, cash, cash equivalents, and marketable securities represent a significant portion of our total assets; as such, liquidity concerns in the financial services industry may have an effect on our business, financial conditions, and results of operations. We continuously monitor the direct and indirect impacts of these circumstances on our business and financial results, as well as the overall global economy and geopolitical landscape.
Fiscal Year 2023 Restructuring Actions
On June 24, 2022, our board of directors approved restructuring actions to manage our operating expenses. These actions included an overall reduction of approximately 5% of our global workforce, aimed at simplifying our go-to-market approach to improve market segmentation, increase sales productivity, and provide best-in-class customer experience and outcomes. On November 10, 2022, our board of directors approved further restructuring actions, including an additional 6% workforce reduction to further support our strategic positioning to drive increased execution velocity, operational efficiency, and customer centricity. Restructuring actions were completed during the second quarter of fiscal year 2024. Refer to Note 11, Commitments and Contingencies—Restructuring included in Part I, Item 1 of this Quarterly Report on Form 10-Q for more information.
Key Performance Metric
We monitor annualized renewal run rate ("ARR") to help us measure and evaluate the effectiveness of our operations.
ARR is the key performance metric we use in managing our business because it illustrates our ability to acquire new subscription customers and to maintain and expand our relationships with existing subscription customers. We define ARR as annualized invoiced amounts per solution SKU from subscription licenses and maintenance and support obligations assuming no increases or reductions in customers' subscriptions. ARR does not include the costs we may incur to obtain such subscription licenses or provide such maintenance and support, and does not reflect any actual or anticipated reductions in invoiced value due to contract non-renewals or service cancellations other than for specific reserves, for example those for credit losses or disputed amounts. At July 31, 2023 and 2022, our ARR was $1,307.9 million and $1,043.3 million, respectively, representing a growth rate of 25%. Approximately 20% of this growth rate was due to new customers and 80% of this growth rate was due to existing customers. Our dollar-based net retention rate, which represents the net expansion of ARR from existing customers over the preceding 12 months, was 121% and 132% as of July 31, 2023 and 2022, respectively. We calculate dollar-based net retention rate as of a period end by starting with the ARR from the cohort of all customers as of 12 months prior to such period end ("Prior Period ARR"). We then calculate the ARR from these same customers as of the current period end ("Current Period ARR"). Current Period ARR includes any expansion and is net of contraction or attrition over the last 12 months, but does not include ARR from new customers in the current period. We then divide the total Current Period ARR by the total Prior Period ARR to arrive at the point-in-time dollar-based net retention rate.
Our ARR may fluctuate as a result of a number of factors, including customers’ satisfaction or dissatisfaction with our platform, pricing, competitive offerings, economic conditions, overall changes in our customers’ spending levels, and our ability to successfully execute on our strategic goals. ARR should be viewed independently of revenue and deferred revenue as ARR is an operating metric and is not intended to be combined with or to replace these items. For clarity, we use annualized invoiced amounts per solution SKU rather than revenue calculated in accordance with U.S. GAAP to calculate our ARR. Our invoiced amounts are not matched to transfer of control of the performance obligations associated with the underlying subscription licenses and maintenance and support obligations. This can result in timing differences between our GAAP revenue and ARR calculations. Generally speaking, our ARR calculation simply takes our invoiced amounts per solution SKU under a subscription license or maintenance agreement and divides that amount by the invoice term and multiplies by 365 days to derive the annualized value. In contrast, for our revenue calculated in accordance with GAAP, subscription licenses revenue derived from the sale of term-based licenses hosted on-premises is recognized at the point in time when the customer is able to use and benefit from our software, which is generally upon delivery to the customer or upon the commencement of the renewal term, and maintenance, support, and SaaS revenue is recognized ratably over the term of the arrangement. ARR is not a forecast of future revenue. Unlike ARR, future revenue can be impacted by contract start and end dates and duration. The timing of recognition of ARR is determined by contract billing structure, whereas billing structure will neither accelerate nor delay recognition of future revenue. For example, in a multi-year contract invoiced upfront, ARR is the annualized invoiced amount per solution SKU related to the final
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year of the contract, whereas revenue is determined by total contract value and timing of transfer of the underlying performance obligations. ARR does not include invoiced amounts associated with perpetual licenses or professional services. Investors should not place undue reliance on ARR as an indicator of our future or expected results. Moreover, our presentation of ARR may differ from similarly titled metrics presented by other companies and may not be comparable to such other metrics.
A summary of ARR-related data at July 31, 2023 and 2022 is as follows:
At July 31,
20232022
(dollars in thousands)
ARR$1,307,904 $1,043,286 
Incremental ARR (1)
264,618 316,819 
Customers with ARR ≥ $1 million:
Number of customers254 190 
Percent of current period revenue43 %40 %
Customers with ARR ≥ $100 thousand:
Number of customers1,930 1,660 
Percent of current period revenue81 %80 %
Dollar-based net retention rate121 %132 %
(1) For the twelve months ended July 31, 2023 and 2022, respectively
Components of Results of Operations
Revenue
We derive revenue from the sale of: (1) software licenses for use of our proprietary software and related maintenance and support; (2) the right to access certain software products we host (i.e., SaaS); and (3) professional services.
In fiscal year 2023, we moved toward unifying our commercial offerings for products with both on-premise and cloud deployment options into a single offering that allows customers the choice of either deployment option throughout the term of the contract. These Flex Offerings replaced the hybrid offerings launched in fiscal year 2021. Flex Offerings are comprised of three types of performance obligations: term license, maintenance and support, and SaaS.
Most recently, we have seen an increase in sales of our Flex Offerings compared to sales of our legacy offerings (primarily on-premise solutions sold as term-based licenses bundled with maintenance and support). We expect this trend to continue and, as a result, a greater portion of our revenue will be recognized over time as subscription services revenue rather than as license revenue, which is typically recognized at a point in time.
Licenses
We primarily sell term licenses (including the term license portion of Flex Offerings), which provide customers the right to use software for a specified period of time. Revenue for licenses is recognized at the point in time at which the customer is able to use and benefit from the software, which is generally upon delivery to the customer or upon commencement of the renewal term.
Subscription Services
We generate subscription services revenue through the provision of: (1) maintenance and support services, which include technical support and unspecified updates and upgrades on a when-and-if-available basis for our licenses, and (2) SaaS products, including those sold as part of our Flex Offerings. Maintenance and support and SaaS products represent stand-ready obligations for which revenue is recognized ratably over the term of the arrangements.
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Professional Services and Other
Professional services and other revenue consists of fees associated with professional services for process automation, customer education, and training services. Our professional services contracts are structured on a time and materials or fixed price basis, and the related revenue is recognized as the services are rendered.
Cost of Revenue
Licenses
Cost of licenses revenue consists of all direct costs to deliver our licenses to customers, amortization of software development costs related to our licenses, and amortization of acquired developed technology.
Subscription Services
Cost of subscription services revenue primarily consists of personnel-related expenses of our customer support and technical support teams, including salaries and bonuses, stock-based compensation expense, and employee benefit costs. Cost of subscription services revenue also includes third-party consulting services, hosting costs related to our SaaS products, amortization of acquired developed technology and capitalized software development costs related to SaaS products, and allocated overhead. Overhead is allocated to cost of subscription services revenue based on applicable headcount. We recognize these expenses as they are incurred. We expect cost of subscription services revenue to continue to increase in absolute dollars for the foreseeable future as our customer base grows. In the future, we expect further expansion of our cloud-based deployments. As sales of SaaS products become a larger percentage of our total revenue, we expect our gross margin to be impacted by increased hosting fees and cloud infrastructure costs.
Professional Services and Other
Cost of professional services and other revenue primarily consists of personnel-related expenses of our professional services team, including salaries and bonuses, stock-based compensation expense, and employee benefit costs. Cost of professional services and other revenue also includes expenses related to third-party consulting services and allocated overhead. We recognize these expenses as they are incurred. We expect cost of professional services and other revenue to increase in absolute dollars in the future as our customer base grows.
Operating Expenses
Our operating expenses consist of sales and marketing, research and development, and general and administrative expenses. Personnel-related expenses are the most significant component of operating expenses and consist of salaries and bonuses, stock-based compensation expense, and employee benefit costs. Operating expenses also include allocated overhead.
Sales and Marketing
Sales and marketing expenses consist primarily of personnel-related expenses associated with our sales and marketing teams and related sales support teams, including salaries and bonuses, stock-based compensation expense, and employee benefit costs. Sales and marketing expenses also include sales and partner commissions, marketing event costs, advertising costs, travel, trade shows, other marketing materials, and allocated overhead. We expect that over the longer term our sales and marketing expenses will decrease as a percentage of revenue, although this percentage may fluctuate from period to period due to timing and extent of expenses.
Research and Development
Research and development expenses consist primarily of personnel-related expenses, including salaries and bonuses, stock-based compensation expense, and employee benefits costs for our research and development employees, and allocated overhead. Research and development costs are expensed as incurred, with the exception of certain software development costs which are eligible for capitalization. We expect that our research and development expenses will increase in absolute dollars for the foreseeable future as we continue to invest in efforts to develop new technology and enhance the functionality and capabilities of our existing products and platform infrastructure. Our research and development expenses may fluctuate as a percentage of revenue from period to period due to the timing and extent of expenses.
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General and Administrative
General and administrative expenses consist primarily of personnel-related expenses, including salaries and bonuses, stock-based compensation expense, and employee benefits costs associated with our finance, legal, human resources, compliance, and other administrative teams, as well as accounting and legal professional services fees, other corporate-related expenses, and allocated overhead. We expect that over the longer term our general and administrative expenses will decrease as a percentage of revenue, although this percentage may fluctuate from period to period due to timing and extent of expenses.
Interest Income
Interest income consists of interest income earned on our cash deposits, cash and cash equivalents balances, and marketable securities.
Other Income (Expense), Net
Other income (expense), net primarily consists of foreign exchange gains and losses. Other income (expense), net also includes gains and losses associated with foreign currency forward contracts for those periods in which such contracts were outstanding.
Provision For Income Taxes
Provision for income taxes consists of U.S. federal and state income taxes and income taxes in foreign jurisdictions in which we conduct business. We maintain a full valuation allowance on our U.S. federal and state, Romanian, and U.K. DTAs, as we have concluded that it is more likely than not that these DTAs will not be realized. Our effective tax rate is affected by tax rates in foreign jurisdictions and the relative amounts of income we earn in those jurisdictions, as well as by non-deductible expenses as permanent differences and by changes in our valuation allowances.
Results of Operations
The following tables set forth selected condensed consolidated statement of operations data and such data as a percentage of total revenue for each of the periods indicated:
 Three Months Ended July 31,Six Months Ended July 31,
 2023202220232022
 (in thousands)(in thousands)
Revenue:  
Licenses$119,300 $103,696 $253,339 $220,700 
Subscription services159,999 124,656 306,351 240,150 
Professional services and other8,011 13,870 17,208 26,438 
Total revenue287,310 242,222 576,898 487,288 
Cost of revenue:  
Licenses (1)
3,008 2,170 5,555 4,707 
Subscription services (1)(2)(3)
26,777 22,326 49,855 43,371 
Professional services and other (2)(3)
19,202 20,080 37,244 41,514 
Total cost of revenue48,987 44,576 92,654 89,592 
Gross profit238,323 197,646 484,244 397,696 
Operating expenses:  
Sales and marketing (1)(2)(3)(4)
169,725 181,547 330,131 371,329 
Research and development (2)(3)(4)
86,606 67,849 161,948 136,539 
General and administrative (1)(2)(3)(4)
59,577 68,443 116,161 125,973 
Total operating expenses315,908 317,839 608,240 633,841 
Operating loss(77,585)(120,193)(123,996)(236,145)
Interest income13,582 4,505 27,430 5,496 
Other income (expense), net7,472 (600)11,766 (3,411)
Loss before income taxes(56,531)(116,288)(84,800)(234,060)
Provision for income taxes3,830 4,090 7,462 8,879 
Net loss$(60,361)$(120,378)$(92,262)$(242,939)
(1) Includes amortization of acquired intangible assets as follows:
Cost of licenses revenue$851 $562 $1,687 $1,158 
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Cost of subscription services revenue594 330 1,178 660 
Sales and marketing681 413 1,352 827 
General and administrative41 46 82 92 
Total amortization of acquired intangible assets$2,167 $1,351 $4,299 $2,737 
(2) Includes stock-based compensation expense as follows:
Cost of subscription services revenue$3,809 $2,841 $6,987 $6,057 
Cost of professional services and other revenue3,083 2,528 5,782 6,402 
Sales and marketing39,007 35,889 72,130 86,647 
Research and development33,071 23,501 57,844 50,124 
General and administrative23,127 23,493 44,402 40,476 
Total stock-based compensation expense$102,097 $88,252 $187,145 $189,706 
(3) Includes employer payroll tax expense related to equity transactions as follows:
Cost of subscription services revenue$85 $62 $175 $146 
Cost of professional services and other revenue68 62 139 141 
Sales and marketing501 1,202 1,725 2,629 
Research and development584 320 1,185 801 
General and administrative491 186 869 363 
Total employer payroll tax expense related to equity transactions$1,729 $1,832 $4,093 $4,080 
(4) Includes restructuring expense as follows:
Cost of subscription services revenue$167 $137 $167 $137 
Cost of professional services and other revenue— 320 — 320 
Sales and marketing1,087 10,732 $1,316 10,732 
Research and development109 43 394 43 
General and administrative354 802 729 802 
Total restructuring expense$1,717 $12,034 $2,606 $12,034 
 Three Months Ended July 31,Six Months Ended July 31,
 2023202220232022
 (as a percentage of revenue)(as a percentage of revenue)
Revenue:  
Licenses41 %43 %44 %45 %
Subscription services56 %51 %53 %49 %
Professional services and other%%%%
Total revenue100 %100 %100 %100 %
Cost of revenue:  
Licenses%%%%
Subscription services%%%%
Professional services and other%%%%
Total cost of revenue17 %18 %16 %18 %
Gross profit83 %82 %84 %82 %
Operating expenses:  
Sales and marketing59 %75 %57 %76 %
Research and development30 %28 %28 %28 %
General and administrative21 %29 %20 %26 %
Total operating expenses110 %132 %105 %130 %
Operating loss(27)%(50)%(21)%(48)%
Interest income%%%%
Other income (expense), net%— %%(1)%
Loss before income taxes(20)%(48)%(15)%(48)%
Provision for income taxes%%%%
Net loss(21)%(50)%(16)%(50)%
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Comparison of the Three Months Ended July 31, 2023 and 2022
Revenue
Three Months Ended July 31,
20232022ChangeChange %
(dollars in thousands)
Licenses$119,300 $103,696 $15,604 15 %
Subscription services159,999 124,656 35,343 28 %
Professional services and other8,011 13,870 (5,859)(42)%
Total revenue$287,310 $242,222 $45,088 19 %
Total revenue increased by $45.1 million, or 19%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022, primarily due to a $35.3 million increase in subscription services revenue and a $15.6 million increase in licenses revenue. As we continued to expand our sales efforts in the United States and internationally, total revenue grew across all regions. Of the growth in total revenue, 34% was attributable to new customers and 66% was attributable to existing customers. Subscription services revenue is recognized ratably over the subscription term; therefore, the increase in subscription services revenue is driven both by sales in prior periods for which we continue to provide maintenance and support and SaaS and by new sales in the current period.
Cost of Revenue and Gross Margin
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Licenses$3,008 $2,170 $838 39 %
Subscription services26,777 22,326 4,451 20 %
Professional services and other19,202 20,080 (878)(4)%
Total cost of revenue$48,987 $44,576 $4,411 10 %
Gross Margin83 %82 %  

Total cost of revenue increased by $4.4 million, or 10%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022, primarily due to an increase in cost of subscription services revenue. The increase in cost of subscription services revenue was driven by a $3.5 million increase in personnel-related expenses, which included a $2.3 million increase in salary-related and bonus expenses associated with both increased headcount and merit increases, and a $1.0 million increase in stock-based compensation. Cost of subscription services revenue was also impacted by a $0.7 million increase in hosting costs and software services due to increased usage and a $0.2 million increase in costs associated with the use of third-party vendors. The increase in cost of licenses revenue was driven by a $0.5 million increase in software services costs and a $0.3 million increase in amortization expense related to the prior year acquisition of Re:Infer. The decrease in cost of professional services and other revenue was driven by a $1.7 million decrease in costs associated with the use of third-party vendors to deliver professional services to our customers, partially offset by an $0.8 million increase in personnel-related costs that was mainly driven by an increase in stock-based compensation.
Our gross margin increased to 83% for the three months ended July 31, 2023 compared to 82% for the three months ended July 31, 2022 primarily due to strong growth in higher-margin subscription services revenue.
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Operating Expenses
Sales and Marketing
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Sales and marketing$169,725 $181,547 $(11,822)(7)%
Percentage of revenue59 %75 %  
Sales and marketing expense decreased by $11.8 million, or 7%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022. The decrease was primarily attributable to a $15.1 million decrease in personnel-related expenses, which included a $9.2 million decrease in employee termination benefits related to our restructuring actions, of which a significant portion occurred during fiscal year 2023, a $5.9 million decrease in salary-related and bonus expenses associated with the resulting decrease in headcount, a $1.1 million decrease in general employee severance costs, a $0.8 million decrease in payroll taxes, and a $0.7 million decrease in employer payroll tax expense related to equity transactions. These decreases were partially offset by a $3.1 million increase in stock-based compensation expense. Sales and marketing expense was also impacted by a $2.2 million increase in the amortization of capitalized contract acquisition costs as a result of higher commissions earned, and a $2.6 million increase in sales-related software expenses, partially offset by a $1.9 million decrease in third-party consulting fees.
Research and Development
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Research and development$86,606 $67,849 $18,757 28 %
Percentage of revenue30 %28 %  
Research and development expense increased by $18.8 million, or 28%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022. The increase was primarily attributable to a $15.7 million increase in personnel-related expenses, which included a $9.6 million increase in stock-compensation expense and a $5.8 million increase in salary-related and bonus expenses, mainly driven by increased headcount. Research and development expense was also impacted by a $2.7 million increase in hosting and software service expenses and a $0.6 million increase in travel expenses, partially offset by a $0.5 million decrease in third-party consulting fees.
General and Administrative
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
General and administrative$59,577 $68,443 $(8,866)(13)%
Percentage of revenue21 %29 %  
General and administrative expense decreased by $8.9 million, or 13%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022. The decrease was primarily attributable to a $5.7 million decrease in charitable donations, mainly driven by our contribution of Class A common shares to a donor-advised fund during the second quarter of fiscal year 2023 in connection with our Pledge 1% commitment, a $1.9 million decrease in third-party consulting fees, a $1.4 million decrease in insurance costs, and an aggregate $1.3 million decrease in software service and travel costs, partially offset by and an increase of $1.1 million in our provision for credit losses as a result of a prior period benefit from collections associated with customers in Russia, a $0.8 million increase in other administrative costs, and a $0.7 million increase in depreciation expense.
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Interest Income
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Interest income$13,582 $4,505 $9,077 201 %
Percentage of revenue%%  
Interest income increased by $9.1 million, or 201%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022 as a result of a period-over-period increase in our marketable securities balance as well as increased interest rates.
Other Income (Expense), Net
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Other income (expense), net$7,472 $(600)$8,072 
NM (1)
Percentage of revenue%— %  
(1) Not meaningful
Other income (expense), net increased by $8.1 million for the three months ended July 31, 2023 compared to the three months ended July 31, 2022. The increase was primarily attributable to higher amortization of discounts on marketable securities.
Provision For Income Taxes
 Three Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Provision for income taxes$3,830 $4,090 $(260)(6)%
Percentage of revenue%%  
Provision for income taxes decreased by $0.3 million, or 6%, for the three months ended July 31, 2023 compared to the three months ended July 31, 2022. The decrease in provision for income taxes was driven by lower foreign tax expenses of our cost-plus entities in certain foreign jurisdiction in the current period than in the prior comparable period as we continue to optimize our cost base.
Comparison of the Six Months Ended July 31, 2023 and 2022
Revenue
Six Months Ended July 31,
20232022ChangeChange %
(dollars in thousands)
Licenses$253,339 $220,700 $32,639 15 %
Subscription services306,351 240,150 66,201 28 %
Professional services and other17,208 26,438 (9,230)(35)%
Total revenue$576,898 $487,288 $89,610 18 %
Total revenue increased by $89.6 million, or 18%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022, primarily due to a $66.2 million increase in subscription services revenue, related in part to the transition to our Flex Offerings, and a $32.6 million increase in licenses revenue. As we continued to expand our sales efforts in the United States and internationally, total revenue grew across all regions. Of the increase in total revenue, 27% was attributable to new customers and 73% was attributable to existing customers.
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Cost of Revenue and Gross Margin
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Licenses$5,555 $4,707 $848 18 %
Subscription services49,855 43,371 6,484 15 %
Professional services and other37,244 41,514 (4,270)(10)%
Total cost of revenue$92,654 $89,592 $3,062 %
Gross margin84 %82 %  
Total cost of revenue increased by $3.1 million, or 3%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022, due to an increase in cost of subscription services revenue, partially offset by a decrease in cost of professional services and other revenue. The increase in cost of subscription services revenue was primarily driven by a $4.8 million increase in personnel-related expenses, associated with both increased headcount and merit increases. Cost of subscription services revenue was also impacted by a $0.9 million increase in software services costs as a result of increased consumption. The decrease in cost of professional services and other revenue was primarily driven by a $3.7 million decrease in costs associated with the use of third-party vendors to deliver professional services to our customers and a $0.8 million decrease in personnel-related expenses, primarily due to a decrease in stock-based compensation.
Our gross margin increased to 84% for the six months ended July 31, 2023 compared to 82% for the six months ended July 31, 2022 primarily due to strong growth in higher-margin subscription services revenue.
Operating Expenses
Sales and Marketing
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Sales and marketing$330,131 $371,329 $(41,198)(11)%
Percentage of revenue57 %76 %  
Sales and marketing expense decreased by $41.2 million, or 11%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022. This decrease was primarily attributable to a $46.8 million decrease in personnel-related expenses, inclusive of a $21.9 million decrease in salary-related and bonus expenses as a result of a decreased headcount driven by our restructuring actions, a $14.5 million decrease in stock-based compensation, an $8.9 million decrease in employee termination benefits resulting from our restructuring actions of which a significant portion occurred during fiscal year 2023, and an aggregate $1.5 million decrease in employer payroll tax expense related to equity transactions and general severance expense. Sales and marketing expense was also impacted by a $5.1 million decrease in third-party consulting fees, a $1.6 million decrease related to a non-recurring abandonment and impairment charge associated with the early termination of a leased office space incurred during the first quarter of fiscal year 2023, and a $1.3 million decrease in marketing expense. These decreases were partially offset by a $5.3 million increase in hosting and software service costs, a $2.5 million increase in travel-related expenses as a result of planned marketing events, and a $4.1 million increase in the amortization of capitalized contract acquisition costs as a result of higher commissions earned.
Research and Development
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Research and development$161,948 $136,539 $25,409 19 %
Percentage of revenue28 %28 %  
Research and development expense increased by $25.4 million, or 19%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022. The increase was primarily attributable to a $19.3 million
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increase in personnel-related expenses, which included a $9.9 million increase in gross salaries and other payroll related expenses largely due to an increase in headcount, a $7.7 million increase in stock-based compensation, a $1.0 million increase in employee insurance costs, and a $0.5 million increase in general employee severance. Research and development expense was also impacted by a $4.7 million increase in hosting and software service costs and an aggregate $1.3 million increase in travel-related costs.
General and Administrative
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
General and administrative$116,161 $125,973 $(9,812)(8)%
Percentage of revenue20 %26 %  
General and administrative expense decreased by $9.8 million, or 8% for the six months ended July 31, 2023 compared to the six months ended July 31, 2022. This decrease was primarily attributable to a $4.6 million decrease in third-party consulting fees, a $3.3 million decrease in software service expense, and a $1.5 million decrease in credit loss expense primarily associated with customers in Russia impacting collections during the first quarter of fiscal year 2023, a $2.0 million decrease in charitable donations mainly driven a smaller contribution of Class A common shares to a donor-advised fund in the current year, and a $0.7 million decrease in travel-related expenses. General and administrative expense was also impacted by a $2.0 million increase in personnel-related expenses, which included a $3.9 million increase in stock-based compensation and a $0.5 million increase in employer payroll tax expense related to equity transactions, partially offset by a $2.4 million decrease in other employee benefits. Other drivers during the period included a $1.4 million increase in rent and facility-related costs and an $0.8 million increase in depreciation and amortization expense.
Interest Income
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Interest income$27,430 $5,496 $21,934 399 %
Percentage of revenue%%  
Interest income increased by $21.9 million, or 399%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022 as a result of a period-over-period increase in our marketable securities balance as well as increased interest rates.
Other Income (Expense), Net
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Other income (expense), net$11,766 $(3,411)$15,177 
NM (1)
Percentage of revenue%(1)%  
(1) Not meaningful
Other income (expense), net increased by $15.2 million for the six months ended July 31, 2023 compared to the six months ended July 31, 2022. The increase was primarily attributable to amortization of discounts on marketable securities in the current period and greater foreign currency transaction losses incurred in the prior period.
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Provision For Income Taxes
 Six Months Ended July 31,  
 20232022ChangeChange %
 (dollars in thousands)
Provision for income taxes$7,462 $8,879 $(1,417)(16)%
Percentage of revenue%%  
Provision for income taxes decreased by $1.4 million, or 16%, for the six months ended July 31, 2023 compared to the six months ended July 31, 2022. The decrease in provision for income taxes was primarily driven by lower foreign tax expenses of our cost-plus entities in certain foreign jurisdictions in the current period than in the prior comparable period as we continue to optimize our cost base.
Liquidity and Capital Resources
We have financed operations since our inception primarily through customer payments and net proceeds from sales of equity securities. Our principal uses of cash in recent periods have been to fund our operations, invest in capital expenditures, and engage in various business acquisitions. As of July 31, 2023, our principal sources of liquidity were cash and cash equivalents, restricted cash and marketable securities totaling $1,830.0 million, and we had an accumulated deficit of $1,916.6 million. During the six months ended July 31, 2023, we reported a net loss of $92.3 million and net cash provided by operating activities of $111.6 million.
Our future capital requirements will depend on many factors, including our revenue growth rate, sales of our products and services, license renewal activity, the timing and the amount of cash received from customers, the expansion of sales and marketing activities, the timing and extent of spending to support development efforts, the introduction of new and enhanced products, the continuing market adoption of our products, expenses associated with our international expansion, and the timing and extent of capital expenditures to invest in existing and new office spaces. We may in the future enter into arrangements to acquire or invest in complementary businesses, products, and technologies. We may be required to seek additional equity or debt financing. In the event that we require additional financing, we may not be able to raise such financing on terms acceptable to us or at all. If we are unable to raise additional capital or generate cash flows necessary to expand our operations and invest in continued innovation, we may not be able to compete successfully, which would harm our business, operations and financial condition.
We believe that our existing cash and cash equivalents, restricted cash, marketable securities, and payments from customers will be sufficient to fund our anticipated cash requirements for the next twelve months and the long term.
Credit Facility
In October 2020, we entered into the Credit Facility with HSBC Ventures USA Inc., Silicon Valley Bridge Bank, N.A. (as successor to Silicon Valley Bank), Sumitomo Mitsui Banking Corporation, and Mizuho Bank, LTD. Our obligations under the Credit Facility are secured by substantially all of our assets, except for our intellectual property. The Credit Facility contains certain customary covenants, including, but not limited to, those relating to additional indebtedness, liens, asset divestitures, and affiliate transactions.
Borrowings under the Credit Facility bear interest at a base rate, as defined in the Credit Facility, plus a margin of 2.0% or 3.0% depending on the base rate. The Credit Facility is subject to customary fees for loan facilities of this type, including ongoing commitment fees at a rate of 0.25% per annum on the daily amount available to be drawn. As of July 31, 2023, we had no outstanding debt under the Credit Facility.
In September 2023, we and the lenders party thereto terminated the Credit Facility prior to its original maturity date.
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Cash Flows
The following table summarizes our cash flows for the periods presented:
 Six Months Ended July 31,
20232022
(in thousands)
Net cash provided by (used in) operating activities (1)
$111,626 $(76,621)
Net cash used in investing activities$(370,677)$(44,449)
Net cash used in financing activities$(45,827)$(37,153)
(1) Inclusive of:
Payments for employer payroll taxes related to employee equity transactions$(4,830)$(4,953)
Net payments of employee tax withholdings on stock option exercises$(924)$(5,664)
Cash paid for restructuring costs$(4,792)$(5,196)
Operating Activities
Our largest source of operating cash is cash generation from sales to our customers. Our primary uses of cash from operating activities are for personnel-related expenses, direct costs to deliver licenses and provide subscription and professional services, and marketing expenses. To date, our operating cash flows have generally been negative and we have supplemented working capital requirements primarily through net proceeds from the sale of equity securities.
Net cash provided by operating activities for the six months ended July 31, 2023 of $111.6 million was driven by cash collections from our customers, which were approximately 30% higher than during the six months ended July 31, 2022. These cash inflows were partially offset by cash payments for operating expenditures, primarily associated with the compensation of our teams, including annual bonuses paid in the first quarter of fiscal year 2024. Other cash operating expenditures included payments related to our workforce restructuring, costs for professional services, software, and office rent.
Net cash used in operating activities for the six months ended July 31, 2022 of $76.6 million was driven by cash payments for operating expenditures, primarily associated with the compensation of our teams, including annual bonuses paid in the first quarter of fiscal year 2023. Other cash operating expenditures included payments related to our workforce restructuring, costs for professional services, software, and office rent. These outflows were partially offset by cash collections from our customers.
Investing Activities
Net cash used in investing activities for the six months ended July 31, 2023 of $370.7 million was primarily driven by $709.2 million in purchases of marketable securities and $2.9 million in capital expenditures, partially offset by $338.6 million in maturities of marketable securities.
Net cash used in investing activities for the six months ended July 31, 2022 of $44.4 million was primarily driven by $45.6 million in purchases of marketable securities, $29.5 million in cash consideration associated with the acquisition of Re:infer, which is presented net of cash acquired, and $16.3 million in capital expenditures, partially offset by $47.4 million in maturities of marketable securities.
Financing Activities
Net cash used in financing activities for the six months ended July 31, 2023 of $45.8 million was driven by payments of tax withholdings on net settlement of equity awards of $52.8 million, $5.9 million in deferred cash consideration paid on the first anniversary of the acquisition of Re:infer, and net payments of tax withholdings on sell-to-cover equity award transactions of $0.7 million, partially offset by proceeds from employee stock purchase plan contributions of $9.6 million and stock option exercise proceeds of $3.9 million.
Net cash used in financing activities for the six months ended July 31, 2022 of $37.2 million was driven by payments of tax withholdings on net settlement of equity awards of $38.7 million, net payments of tax withholdings on sell-to-cover equity award transactions of $10.1 million, and $1.5 million in repurchases of unvested early
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exercised stock options, partially offset by proceeds from employee stock purchase plan contributions of $8.5 million and stock option exercise proceeds of $4.7 million.
Material Cash Requirements
See Note 11, Commitments and Contingencies—Non-Cancelable Purchase Obligations, for further details on the timing of our purchase commitments. There were no other significant changes to our material cash requirements during the six months ended July 31, 2023 from the contractual obligations disclosed in the section titled “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” set forth in the 2023 Form 10-K.
Critical Accounting Estimates
There have been no material changes to our critical accounting estimates as compared to those disclosed in the 2023 Form 10-K.
Recent Accounting Pronouncements
None.
Item 3. Quantitative and Qualitative Disclosures About Market Risk.
We are exposed to market risk in the ordinary course of our business. Market risk represents the risk of loss that may impact our financial position due to adverse changes in financial market prices and rates. Our market risk exposure is principally the result of fluctuations in interest rates and foreign currency exchange rates.
Interest Rate Risk
As of July 31, 2023, we had $1,093.9 million of cash and cash equivalents. Cash and cash equivalents consist of cash in banks, bank deposits and money market accounts. In addition, we had $735.7 million of marketable securities, consisting of corporate bonds, commercial paper, municipal bonds, agency bonds, and treasury bills and U.S. government securities. Such interest-earning instruments carry a degree of interest rate risk. The primary objectives of our investment activities are the preservation of capital, the fulfillment of liquidity needs, and the fiduciary control of cash. We do not enter into investments for trading or speculative purposes. The Credit Facility allowed us to borrow up to $200.0 million as of July 31, 2023, but there were no amounts outstanding thereunder. The effect of a hypothetical 10% change in interest rates would not have had a material impact on our condensed consolidated financial statements for the six months ended July 31, 2023.
Foreign Currency Exchange Risk
The functional currency of our non-U.S. subsidiaries is the local currency. Asset and liability balances denominated in non-U.S. dollar currencies are translated into U.S. dollars using period-end exchange rates, while translation of revenue and expenses is based upon average monthly rates. Translation adjustments are recorded as a component of accumulated other comprehensive income, and transaction gains and losses are recorded in other income (expense), net on our condensed consolidated financial statements. The estimated translation impact to our condensed consolidated financial statements of a hypothetical 10% change in foreign currency exchange rates would amount to $13.4 million for the six months ended July 31, 2023. During the six months ended July 31, 2023, approximately 55% of our revenues and approximately 34% of our expenses were denominated in non-U.S. dollar currencies. For the six months ended July 31, 2023 we recognized net foreign currency transaction losses of $1.4 million.
Item 4. Controls and Procedures.
Evaluation of Disclosure Controls and Procedures
Our disclosure controls and procedures are designed to ensure that information required to be disclosed in our reports filed or submitted under the Exchange Act is recorded, processed, summarized, and reported within the time periods specified in the SEC’s rules and forms. In addition, they are designed to ensure that such information is accumulated and communicated to our management, including our Co-Chief Executive Officers ("Co-CEOs") and Chief Financial Officer ("CFO") as appropriate to allow timely decisions regarding required disclosure.
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Pursuant to in Rules 13(a)-13(e) and 15(d)-15(e) under the Exchange Act, our management, with the participation of our Co-CEOs and CFO, performed an evaluation of the effectiveness of our disclosure controls and procedures as of the end of the period covered by this Quarterly Report on Form 10-Q. Based on such evaluation, our Co-CEOs and CFO concluded that our disclosure controls and procedures were effective at a reasonable assurance level as of July 31, 2023.
Changes in Internal Control Over Financial Reporting
During the three months ended July 31, 2023, no change in internal control over financial reporting was identified in connection with the evaluation required by Rule 13a-15(d) and Rule 15d-15(d) of the Exchange Act that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.
Limitations on Effectiveness of Controls and Procedures
Our management, including our Co-CEOs and CFO, believes that our disclosure controls and procedures and internal control over financial reporting are designed to provide reasonable assurance of achieving their objectives and are effective at a reasonable assurance level. However, any control system, no matter how well designed and operated, can only provide reasonable, not absolute, assurance that its objectives will be met. There are inherent limitations to the effectiveness of any system of disclosure controls and procedures and internal control over financial reporting, including resource constraints, errors in judgment, and the possibility that controls and procedures will be circumvented by collusion, by management override, or by mistake. Additionally, the design of any control system is based in part on management assumptions about the likelihood of future events, and there can be no assurance that the system will succeed in achieving its objectives under all potential future scenarios. As a result of these limitations, our management does not expect that our disclosure controls and procedures and internal control over financial reporting will prevent all potential errors or fraud or detect all potential misstatements due to error or fraud.
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PART II—OTHER INFORMATION
Item 1. Legal Proceedings.
Refer to Note 11, Commitments and Contingencies—Litigation, to the condensed consolidated financial statements included in this Quarterly Report on Form 10-Q for a description of current legal proceedings, if any.
Item 1A. Risk Factors.
Our operations and financial results are subject to various risks and uncertainties, some of which are beyond our control. In addition to the other information set forth in this Quarterly Report on Form 10-Q, you should carefully consider the risks discussed in the 2023 Form 10-K, including the disclosure under Part I, Item 1A, "Risk Factors,” which are risks we believe could materially affect our business, financial condition and future results. These are not the only risks we face. Other risks and uncertainties we are not currently aware of or that we currently consider immaterial also may materially adversely affect our business, financial condition and future results. Risks we have identified but currently consider immaterial could still materially adversely affect our business, financial condition and future results if our assumptions about those risks are incorrect or if circumstances change.
There have been no material changes to the risk factors previously disclosed in Part I, Item 1A of the 2023 Form 10-K, except as follows:
If we are not able to introduce new features or services successfully and to make enhancements to our platform or products, our business and results of operations could be adversely affected.
Our ability to attract new customers and increase revenue from existing customers depends in part on our ability to enhance and improve our platform and to introduce new features and services. To grow our business and remain competitive, we must continue to enhance our platform with features that reflect the constantly evolving nature of automation and artificial intelligence ("AI") technology and our customers’ evolving needs. For instance, with the development of next-generation solutions that utilize new and advanced features, including AI and machine learning, we may be required to commit significant resources to developing new products, enhancements and developments. The success of new products, enhancements, and developments depends on several factors including, but not limited to: our anticipation of market changes and demands for product features, including successful product design and timely product introduction, sufficient customer demand, cost effectiveness in our product development efforts, and the proliferation of new technologies that are able to deliver competitive products and services at lower prices, more efficiently, more conveniently, or more securely. In addition, because our platform is designed to operate with a variety of systems, applications, data, and devices, we will need to continuously modify and enhance our platform to keep pace with changes in such systems. We may not be successful in developing these modifications and enhancements. Furthermore, the addition of features and solutions to our platform will increase our research and development expenses. Any new features that we develop may not be introduced in a timely or cost-effective manner or may not achieve the market acceptance necessary to generate sufficient revenue to justify the related expenses. It is difficult to predict customer adoption of new features. Such uncertainty limits our ability to forecast our future results of operations and subjects us to a number of challenges, including our ability to plan for and model future growth. If we cannot address such uncertainties and successfully develop new features, enhance our software, or otherwise overcome technological challenges and competing technologies, our business and results of operations could be adversely affected.
We also offer professional services including consulting and training and must continually adapt to assist our customers in deploying our platform in accordance with their specific automation strategies. If we cannot introduce new services or enhance our existing services to keep pace with changes in our customers’ deployment strategies, we may not be able to attract new customers, retain existing customers, and expand their use of our software or secure renewal contracts, which are important for the future of our business.
Issues raised by the use of AI (including machine learning and large language models) in our platforms may result in reputational harm or liability.
AI is enabled by or integrated into parts of our technology platform and has been and is a significant and growing element of our business. As with many developing technologies, AI presents risks and challenges that could affect its further development, adoption, and use, and therefore our business. AI algorithms and models may be flawed. Datasets in AI training, development, or operations may be insufficient, of poor quality, reflect unwanted forms of bias, or raise other legal concerns (such as concerns regarding copyright protections or data protection). Inappropriate or controversial data practices by, or practices reflecting inherent biases of, data scientists, engineers,
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and end-users of our systems could impair the acceptance of AI solutions. Third-party AI capabilities that can be integrated with our platform, including generative artificial intelligence, could also produce false or “hallucinatory” inferences about customer data or enterprises, or other information or subject matter, or could raise the risks brought by their inherent flawed security or data practices. The use of generative AI processes at scale is relatively new, and may lead to challenges, concerns, and risks that are significant or that we may not be able to predict, especially if our use of these technologies in our products and services were to become more important to us over time. If the recommendations, forecasts, or analyses that AI applications assist in producing are deficient or inaccurate, we could be subject to competitive harm, potential legal liability, including under existing legislation or forthcoming and new proposed legislation regulating AI in jurisdictions such as the EU, and brand or reputational harm. The rapid evolution of AI may also require additional resources to develop, test, and maintain our platforms and products to help ensure that AI is implemented appropriately in order to minimize unintended or harmful impact, which may be costly and may not produce the benefits and results that we expect.
Some AI scenarios present ethical issues, and the enablement or integration of AI into our platform may subject us to new or heightened legal, regulatory, ethical, or other challenges. Our technologies and business practices are designed to mitigate many of these risks. For example, our platform includes data governance tools and other tools which help to regulate and limit user access to data sets and develop, deploy, and manage more effective and responsible AI capabilities. In addition, we have developed internal responsible AI guidelines. However, there is still work to implement these controls and if these controls are not properly implemented by, or for, our customers, or if we enable or offer AI solutions that are controversial or problematic because of their purported or real impact on human rights, privacy, employment, or other societal issues, we may experience brand or reputational harm, as well as regulatory or legal scrutiny.
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds.
Recent Sales of Unregistered Equity Securities
None.
Use of Proceeds from Initial Public Offering of Class A Common Stock
In April 2021, we completed our IPO, in which we issued and sold 13.0 million shares of our Class A common stock, including 3.6 million shares pursuant to the exercise in full of the underwriters’ option to purchase additional shares, and the selling stockholders sold an additional 14.5 million shares, at a public offering price of $56.00 per share, resulting in net proceeds to us of $687.9 million after deducting underwriting discounts and commissions and offering expenses. We did not receive any proceeds from the sale of shares by the selling stockholders. All of the shares issued and sold in the IPO were registered under the Securities Act pursuant to a registration statement on Form S-1 (File No. 333-254738), which was declared effective by the SEC on April 20, 2021. There has been no material change in the planned uses of proceeds from our IPO from those disclosed in the 2023 Form 10-K.
Issuer Purchase of Equity Securities
None.
Item 3. Defaults Upon Senior Securities.
None.
Item 4. Mine Safety Disclosures.
Not applicable.
Item 5. Other Information.

(c) Trading Arrangements
During the three months ended July 31, 2023, our directors and officers (as defined in Rule 16a-1(f) under the Exchange Act) adopted or terminated the contracts, instructions or written plans for the purchase or sale of the Company’s securities as follows:

On June 23, 2023, Richard P. Wong, a member of our board of directors, on behalf of a family trust, adopted a trading plan intended to satisfy the affirmative defense conditions of Rule 10b5-1(c) under the
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Exchange Act to sell, between September 22, 2023 and December 29, 2023, up to 400,000 shares of our Class A common stock, subject to limit prices.
Item 6. Exhibits.
Exhibit
Number
Description
101.SCHXBRL Taxonomy Extension Schema Document
101.CALXBRL Taxonomy Extension Calculation Linkbase Document
101.DEFXBRL Taxonomy Extension Definition Linkbase Document
101.LABXBRL Taxonomy Extension Label Linkbase Document
101.PREXBRL Taxonomy Extension Presentation Linkbase Document
104Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
^The certification furnished in Exhibit 32.1 hereto is deemed to accompany this Quarterly Report on Form 10-Q and is not deemed "filed" for purposes of Section 18 of the Exchange Act, or otherwise subject to the liability of that section, nor shall it be deemed incorporated by reference into any filing under the Securities Act or the Exchange Act, irrespective of any general incorporation language contained in such filing.

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SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.
UiPath, Inc.
Date: September 7, 2023By:/s/ Ashim Gupta
Ashim Gupta
Chief Financial Officer
(Principal Financial Officer)

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