Form: 10-Q

Quarterly report pursuant to Section 13 or 15(d)

September 8, 2022

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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, 2022
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
___________________________________________
path-20220731_g1.jpg
UiPath, Inc.
(Exact Name of Registrant as Specified in its Charter)
___________________________________________
Delaware 47-4333187
(State or other jurisdiction of
incorporation or organization)
(I.R.S. Employer
Identification No.)
452 5th Avenue, 22nd Floor
New York, New York
10018
(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 class Trading
Symbol(s)
Name of each exchange on which registered
Class A common stock, par value
$0.00001 per share
PATH New 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 filer Accelerated filer
Non-accelerated filer Smaller 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 2, 2022, the registrant had 467,153,998 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.



Table of Contents
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Table of Contents
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 facts 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, you can identify forward-looking statements because they contain words such as “anticipate,” “believe,” “contemplate,” “continue,” “could,” “estimate,” “expect,” “intend,” “may,” “plan,” “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 by our existing customers;
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 maintain and enhance our brand;
our growth strategies, including any further expansion into the top 25 countries as measured by gross domestic product;
the estimated addressable market opportunity for our platform and automation generally;
our reliance on key personnel and our ability to attract and retain highly-qualified personnel, integrate new team members, and execute management transitions;
our ability to obtain, maintain, protect, and enforce our intellectual property rights and any costs associated therewith;
the effect of global events, such as the COVID-19 pandemic and the war in Ukraine, on our business, industry, and the global economy including inflation and currency fluctuations;
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.
You should not rely on forward-looking statements as predictions of future events. We have based the forward-looking statements contained in this Quarterly Report on Form 10-Q primarily 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, 2022 filed with the Securities and Exchange Commission ("SEC") on April 4, 2022 (the "2022 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.


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In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject. These statements are based on information available to us as of the date of this Quarterly Report on Form 10-Q. While we believe that 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 law. We may not actually achieve the plans, intentions, or expectations disclosed in our forward-looking statements, and you should not place undue reliance on our forward-looking statements. 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.
UiPath, Inc.
Condensed Consolidated Balance Sheets
Amounts in thousands except per share data
(unaudited)
As of
July 31,
2022
January 31, 2022
ASSETS
Current assets
Cash and cash equivalents $ 1,607,356  $ 1,768,723 
Marketable securities 114,188  96,417 
Accounts receivable, net of allowance for doubtful accounts of $2,672 and $2,566, respectively
193,483  251,988 
Contract assets 94,760  74,831 
Deferred contract acquisition costs 35,259  29,926 
Prepaid expenses and other current assets 63,430  55,416 
Total current assets 2,108,476  2,277,301 
Marketable securities, non-current 2,396  19,523 
Contract assets, non-current 5,722  2,730 
Deferred contract acquisition costs, non-current 106,654  100,224 
Property and equipment, net 25,517  17,176 
Operating lease right-of-use assets 44,074  48,953 
Intangible assets, net 26,856  16,817 
Goodwill 86,180  53,564 
Deferred tax asset 7,995  10,628 
Other assets, non-current 20,807  25,534 
Total assets $ 2,434,677  $ 2,572,450 
LIABILITIES AND STOCKHOLDERS' EQUITY
Current liabilities
Accounts payable $ 12,122  $ 11,515 
Accrued expenses and other current liabilities 74,666  87,958 
Accrued compensation and employee benefits 80,961  130,673 
Deferred revenue 292,323  297,355 
Total current liabilities 460,072  527,501 
Deferred revenue, non-current 66,598  68,665 
Operating lease liabilities, non-current 46,765  49,843 
Other liabilities, non-current 11,693  4,524 
Total liabilities 585,128  650,533 
Commitments and contingencies (Note 11)
Stockholders' equity
Preferred stock, $0.00001 par value per share, 20,000 shares authorized as of July 31, 2022 and January 31, 2022; 0 shares issued and outstanding as of July 31, 2022 and January 31, 2022
   
Class A common stock, $0.00001 par value per share, 2,000,000 shares authorized as of July 31, 2022 and January 31, 2022; 466,998 and 458,773 shares issued and outstanding as of July 31, 2022 and January 31, 2022, respectively
5  4 
Class B common stock, $0.00001 par value per share, 115,741 shares authorized as of July 31, 2022 and January 31, 2022; 82,453 shares issued and outstanding as of July 31, 2022 and January 31, 2022
1  1 
Additional paid-in capital 3,577,278  3,406,959 
Accumulated other comprehensive income 11,150  10,899 
Accumulated deficit (1,738,885) (1,495,946)
Total stockholders’ equity 1,849,549  1,921,917 
Total liabilities and stockholders’ equity $ 2,434,677  $ 2,572,450 
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,
2022 2021 2022 2021
Revenue:
Licenses $ 103,696  $ 95,547  $ 220,700  $ 195,763 
Subscription services 124,656  90,319  240,150  167,961 
Professional services and other 13,870  9,655  26,438  18,014 
Total revenue 242,222  195,521  487,288  381,738 
Cost of revenue:
Licenses 2,170  2,434  4,707  4,888 
Subscription services 22,326  12,238  43,371  26,417 
Professional services and other 20,080  20,922  41,514  53,299 
Total cost of revenue 44,576  35,594  89,592  84,604 
Gross profit 197,646  159,927  397,696  297,134 
Operating expenses:
Sales and marketing 181,547  144,268  371,329  350,019 
Research and development 67,849  57,646  136,539  150,686 
General and administrative 68,443  55,834  125,973  130,249 
Total operating expenses 317,839  257,748  633,841  630,954 
Operating loss (120,193) (97,821) (236,145) (333,820)
Interest income 4,505  766  5,496  1,707 
Other expense, net (600) (1,225) (3,411) (4,443)
Loss before income taxes (116,288) (98,280) (234,060) (336,556)
Provision for income taxes 4,090  1,746  8,879  3,133 
Net loss $ (120,378) $ (100,026) $ (242,939) $ (339,689)
Net loss per share attributable to common stockholders, basic and diluted $ (0.22) $ (0.19) $ (0.45) $ (0.91)
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted 546,058  526,512  544,014  373,488 
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,
2022 2021 2022 2021
Net loss $ (120,378) $ (100,026) $ (242,939) $ (339,689)
Other comprehensive income (loss), net of tax:
Unrealized gain (loss) on available-for-sale marketable securities, net 159  36  (301) 9 
Foreign currency translation adjustments 550  3,660  552  7,914 
Other comprehensive income (loss), net 709  3,696  251  7,923 
Comprehensive loss $ (119,669) $ (96,330) $ (242,688) $ (331,766)
The accompanying notes are an integral part of these condensed consolidated financial statements.
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UiPath, Inc.
Condensed Consolidated Statements of Convertible Preferred Stock and Stockholders’ Equity (Deficit)
Amounts in thousands
(unaudited)
Convertible Preferred
Stock
Common Stock Additional
Paid-in
Capital
Accumulated Other
Comprehensive Income (Loss)
Accumulated
Deficit
Total
Stockholders’
Equity (Deficit)
Class A Class B
Shares Amount Shares Amount Shares Amount Amount Amount Amount Amount
Balance as of January 31, 2022   $   458,773  $ 4  82,453  $ 1  $ 3,406,959  $ 10,899  $ (1,495,946) $ 1,921,917 
Issuance of common stock upon exercise of stock options —  —  1,283  —  —  —  2,683  —  —  2,683 
Vesting of early exercised stock options —  —  —  —  —  —  1,355  —  —  1,355 
Issuance of common stock upon settlement of restricted stock units —  —  3,499  —  —  —  —  —  —  — 
Tax withholdings on settlement of restricted stock units —  —  (1,125) —  —  —  (24,827) —  —  (24,827)
Stock-based compensation expense —  —  —  —  —  —  102,085  —  —  102,085 
Other comprehensive loss, net of tax —  —  —  —  —  —  —  (458) —  (458)
Net loss —  —  —  —  —  —  —  —  (122,561) (122,561)
Balance as of April 30, 2022   $   462,430  $ 4  82,453  $ 1  $ 3,488,255  $ 10,441  $ (1,618,507) $ 1,880,194 
Issuance of common stock upon exercise of stock options —  —  1,418  —  —  —  1,878  —  —  1,878 
Issuance of common stock upon settlement of restricted stock units —  —  3,183  1  —  —  —  —  —  1 
Tax withholdings on settlement of restricted stock units —  —  (1,040) —  —  —  (18,922) —  —  (18,922)
Charitable donation of Class A common stock —  —  300  —  —  —  5,499  —  —  5,499 
Shares issued in connection with business acquisition —  —  570  —  —  —  2,965  —  —  2,965 
Issuance of common stock under employee stock purchase plan —  —  578  —  —  —  9,070  —  —  9,070 
Repurchase of unvested early exercised stock options —  —  (441) —  —  —  —  —  —  — 
Stock-based compensation expense —  —  —  —  —  —  88,533  —  —  88,533 
Other comprehensive income, net of tax —  —  —  —  —  —  —  709  —  709 
Net loss —  —  —  —  —  —  —  —  (120,378) (120,378)
Balance as of July 31, 2022   $   466,998  $ 5  82,453  $ 1  $ 3,577,278  $ 11,150  $ (1,738,885) 1,849,549 
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Convertible Preferred
Stock
Common Stock Additional
Paid-in
Capital
Accumulated Other
Comprehensive Income (Loss)
Accumulated
Deficit
Total
Stockholders'
(Deficit)
Equity
Class A Class B
Shares Amount Shares Amount Shares Amount Amount Amount Amount Amount
Balance as of January 31, 2021 294,257  $ 1,221,968  75,177  $ 1  110,653  $ 1  $ 179,175  $ (12,521) $ (970,360) $ (803,704)
Issuance of convertible preferred stock, net of issuance costs 12,043  749,836  —  —  —  —  —  —  —  — 
Conversion of convertible preferred stock to common stock upon initial public offering (306,300) (1,971,804) 306,300  3  —  —  1,971,801  —  —  1,971,804 
Issuance of common stock upon initial public offering, net of underwriting discounts and commissions and other issuance costs —  —  13,000  —  —  —  687,903  —  —  687,903 
Conversion of shares of Class B common stock into shares of Class A common stock —  —  28,200  —  (28,200) —  —  —  —  — 
Shares issued as consideration for business acquisition —  —  543  —  —  —  30,446  —  —  30,446 
Issuance of common stock upon exercise of stock options —  —  1,881  —  —  —  3,114  —  —  3,114 
Vesting of early exercised stock options —  —  —  —  —  —  1,646  —  —  1,646 
Issuance of common stock upon settlement of restricted stock units —  —  389  —  —  —  —  —  —  — 
Tax withholdings on settlement of restricted stock units —  —  (164) —  —  —  (9,218) —  —  (9,218)
Stock-based compensation expense —  —  —  —  —  —  252,986  —  —  252,986 
Other comprehensive income, net of tax —  —  —  —  —  —  —  4,227  —  4,227 
Net loss —  —  —  —  —  —  —  —  (239,663) (239,663)
Balance as of April 30, 2021   $   425,326  $ 4  82,453  $ 1  $ 3,117,853  $ (8,294) $ (1,210,023) $ 1,899,541 
Shares issued as consideration for business acquisition —  —  —  —  —  —  21  —  —  21 
Issuance of common stock upon exercise of stock options —  —  2,993  —  —  —  3,537  —  —  3,537 
Vesting of early exercised stock options —  —  —  —  —  —  615  —  —  615 
Issuance of common stock upon settlement of restricted stock units —  —  2,492  —  —  —  —  —  —  — 
Tax withholdings on settlement of restricted stock units —  —  (18) —  —  —  (1,175) —  —  (1,175)
Stock-based compensation expense —  —  —  —  —  —  92,744  —  —  92,744 
Other comprehensive income, net of tax —  —  —  —  —  —  —  3,696  —  3,696 
Net loss —  —  —  —  —  —  —  —  (100,026) (100,026)
Balance as of July 31, 2021   $   430,793  $ 4  82,453  $ 1  $ 3,213,595  $ (4,598) $ (1,310,049) $ 1,898,953 
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,
2022 2021
Cash flows from operating activities
Net loss $ (242,939) $ (339,689)
Adjustments to reconcile net loss to net cash used in operating activities:
Depreciation and amortization 8,065  6,966 
Amortization of deferred contract acquisition costs 21,860  10,971 
Net amortization of premium on marketable securities 860  867 
Stock-based compensation expense 189,706  343,448 
Charitable donation of Class A common stock 5,499   
Amortization of operating lease right-of-use assets 4,597  3,580 
Provision for deferred income taxes 1,505  (134)
Impairment of long-lived assets 2,881   
Other non-cash credits, net (1)
(1,031) (526)
Changes in operating assets and liabilities:
Accounts receivable 51,707  32,961 
Contract assets (26,146) (20,355)
Deferred contract acquisition costs (39,572) (44,946)
Prepaid expenses and other assets (4,277) (4,340)
Accounts payable 2,759  (3,663)
Accrued expense and other liabilities (14,507) 8,484 
Accrued compensation and employee benefits (45,042) (32,686)
Operating lease liabilities, net (2,422) (3,698)
Deferred revenue 9,876  19,237 
Net cash used in operating activities (76,621) (23,523)
Cash flows from investing activities
Purchases of marketable securities (45,600) (94,157)
Sales of marketable securities   89,383 
Maturities of marketable securities 47,433  36,605 
Purchases of property and equipment (16,298) (3,641)
Capitalization of software development costs   (771)
Payments related to business acquisitions, net of cash acquired (29,477) (5,498)
Other investing, net (507)  
Net cash (used in) provided by investing activities (44,449) 21,921 
Cash flows from financing activities
Proceeds from initial public offering, net of underwriting discounts and commissions   692,369 
Payments of initial public offering costs   (3,734)
Proceeds from issuance of convertible preferred stock   750,000 
Payments of issuance costs for convertible preferred stock   (164)
Proceeds from exercise of stock options 4,682  6,651 
Payments of tax withholdings on net settlement of equity awards (38,717) (9,554)
Net (payments) receipts of tax withholdings on sell-to-cover equity award transactions (10,132) 9,483 
Proceeds from employee stock purchase plan contributions 8,507  6,902 
Repurchase of unvested early exercised stock options (1,493)  
Net cash (used in) provided by financing activities (37,153) 1,451,953 
Effect of exchange rate changes (3,144) 4,883 
Net (decrease) increase in cash, cash equivalents and restricted cash (161,367) 1,455,234 
Cash, cash equivalents, and restricted cash - beginning of period 1,768,723  371,190 
Cash, cash equivalents, and restricted cash - end of period $ 1,607,356  $ 1,826,424 
Supplemental disclosure of cash flow information
Cash paid for interest $ 527  $ 313 
Cash paid for income taxes 17,610  4,035 
Supplemental disclosure of non-cash investing and financing activities
Stock-based compensation capitalized for software development $   $ 2,282 
Value of shares issued in payment of business acquisitions 2,965  30,467 
Reduction in accrued expenses and other liabilities for vesting of early exercised stock options 1,355  2,261 
Payable for marketable securities purchase 3,638   
Deferred payments related to business acquisitions 11,433   
Tax withholdings on net settlement of restricted stock units, accrued but not yet paid 5,129  996 
((1) Prior period amounts have been combined to conform to current presentation
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 founded in Bucharest, Romania in 2005, was incorporated in Delaware in June 2015, and is headquartered in New York. We offer an end-to-end automation platform which provides a range of robotic process automation (“RPA”) solutions via a suite of interrelated software offerings that allow our customers to discover automation opportunities and to build, manage, run, engage, measure, and govern automations across departments within an organization.
We derive revenue primarily 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., software as a service, or "SaaS"); (3) hybrid solutions (which are comprised of three performance obligations, consisting of a term license, maintenance and support, and SaaS); and (4) professional services.
We have legal presence in 32 countries, with our principal operations in the United States, Romania, and Japan.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
2. Summary of Significant Accounting Policies
Our significant accounting policies are discussed in Note 2, Summary of Significant Accounting Policies, in the Notes to Consolidated Financial Statements included in the 2022 Form 10-K. There have been no significant changes to these policies during the six months ended July 31, 2022.
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, 2022, which are included in the 2022 Form 10-K.
The unaudited condensed consolidated financial statements have been prepared on the same basis as the Company’s 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 the Company’s financial information. The unaudited condensed consolidated financial statements include the financial statements of UiPath, Inc. and its wholly owned 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, 2022 and 2021 are not necessarily indicative of the results to be expected for the fiscal year ending January 31, 2023 or for any other future interim or annual period.
Fiscal Year
Our fiscal year ends on January 31. References to fiscal year 2023, for example, refer to the fiscal year ending January 31, 2023.
Use of Estimates
The preparation of condensed consolidated 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, revenue recognition, estimated expected benefit period for deferred contract acquisition costs, allowance for doubtful accounts, fair value of financial assets, 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, incremental borrowing rates for operating leases, amount of stock-based compensation expense including determination of fair value of common stock prior to our initial public offering ("IPO"), timing and amount of contingencies, costs related to our restructuring actions, and valuation allowance for deferred income taxes. Actual results could differ from these estimates and assumptions.
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 the 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 expense, net in the condensed consolidated statements of operations. For the three months ended July 31, 2022 and 2021, we recognized transaction losses of $0.8 million and $2.3 million, respectively. For the six months ended July 31, 2022 and 2021, we recognized transaction losses of $2.2 million and $5.2 million, respectively.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
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, 2022 and January 31, 2022, 99% and 96%, respectively, of our cash and cash equivalents were concentrated in the United States, European Union (“EU”) countries, and Japan.
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, 2022 and 2021, no single customer accounted for 10% or more of our total revenue. As of July 31, 2022 and January 31, 2022, no single customer accounted for 10% or more of our accounts receivable.
Internal-Use Software
Pursuant to Accounting Standards Codification ("ASC") 350-40, Internal Use Software, we capitalize costs incurred to implement cloud computing arrangements that are service contracts and costs incurred to develop internal-use software, which has historically included our SaaS products. ASC 350-40 prescribes capitalization of costs incurred during the application development stage, costs incurred to develop or obtain software that allows for access to or conversion of old data by new systems, and costs incurred in connection with upgrades and enhancements to internal-use software if it is probable that such expenditures will result in additional functionality. These capitalized costs exclude training costs, project management costs, and data migration costs. We evaluate our long-lived assets, including these capitalized costs, for indicators of possible impairment when events or changes in circumstances indicate the carrying amount of an asset or asset group may not be recoverable.
Beginning in the fourth quarter of fiscal 2022, we began to broadly market on-premises versions of certain of our SaaS products, thereby establishing a pattern of deciding to market internal-use software and a rebuttable presumption that we intend to market any SaaS products we develop. As a result, our ongoing and future SaaS projects must be accounted for under ASC 985-20, Costs of Software to be Sold, Leased or Marketed, which is discussed below under "Software Development Costs."
Prior to the fourth quarter of fiscal 2022, costs incurred to develop our SaaS products were capitalized and amortized on a straight-line basis over the product’s estimated useful life of five years and are included in cost of subscription services revenue on the condensed consolidated statements of operations. Capitalized costs included salaries, benefits, and stock-based compensation charges for employees that were directly involved in developing our SaaS products. These capitalized costs are included in other assets, non-current on the condensed consolidated balance sheets. Gross capitalized internal-use software development costs were $7.9 million and $10.1 million as of July 31, 2022 and January 31, 2022, respectively. Related amortization expense was $0.4 million and $0.3 million for the three months ended July 31, 2022 and 2021, respectively. Related amortization expense was $0.7 million and $0.5 million for the six months ended July 31, 2022 and 2021, respectively. Accumulated amortization was $2.4 million and $1.7 million as of July 31, 2022 and January 31, 2022, respectively.
Capitalized costs related to the implementation of cloud computing arrangements that are service contracts are amortized on a straight-line basis over the terms of the associated hosting arrangements and are recorded under operating expenses in the same line item on the condensed consolidated statements of operations as the associated hosting arrangement fees. These gross capitalized costs were $2.2 million and $2.3 million as of July 31, 2022 and January 31, 2022, respectively, and are recorded in other assets, non-current on our condensed consolidated balance sheets. Related amortization expense was $0.2 million and $0.2 million for the three months ended July 31, 2022 and 2021, respectively. Related amortization expense was $0.4 million and $0.4 million for the six months ended July 31, 2022 and 2021, respectively. Accumulated amortization was $1.6 million and $1.2 million as of July 31, 2022 and January 31, 2022, respectively.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Software Development Costs
We account for costs incurred to develop software to be licensed in accordance with ASC 985-20, Costs of Software to be Sold, Leased or Marketed. This guidance requires that all costs incurred to establish technological feasibility be expensed as they are incurred. Technological feasibility is established when the working model is complete. Production costs incurred subsequent to establishing technological feasibility are capitalized until the product is available for general release to customers, at which point they are amortized on a product by product basis. Capitalized costs are included in other assets, non-current on the condensed consolidated balance sheets. These costs are amortized over the estimated useful life of the software, which is five years, on a straight-line basis, and are included in cost of licenses revenue or cost of subscription services revenue in the condensed consolidated statements of operations, based on the nature of the underlying product. Management evaluates the useful life of these assets on an annual basis and tests for impairment whenever events or changes in circumstances occur that could impact the recoverability of these assets. Gross capitalized software development costs were $4.2 million and $4.3 million as of July 31, 2022 and January 31, 2022, respectively. Amortization expense was $0.2 million and $0.2 million for the three months ended July 31, 2022 and 2021, respectively. Related amortization expense was $0.4 million and $0.3 million for the six months ended July 31, 2022 and 2021, respectively. Accumulated amortization was $1.6 million and $1.2 million as of July 31, 2022 and January 31, 2022, respectively.
Business Acquisitions
Purchase consideration in a business combination is allocated to the assets acquired and liabilities assumed, based on their respective fair values at the date of the acquisition. Determination of the fair value of assets acquired and liabilities assumed relies on management judgments and involves the use of estimates and assumptions, including but not limited to assumptions about future cash inflows and outflows, discount rates, and lives of intangible and other assets. Any excess of the purchase consideration over the fair value of the net assets acquired is recognized as goodwill.
In cases when we issue stock or cash awards to the shareholders of an acquired business, we must also evaluate whether the awards represent purchase consideration or compensation for post-acquisition services by considering, among other things, whether the vesting of the awards is contingent upon the continued employment of the receiving shareholders. If continued employment is required, the awards are treated as compensation for post-acquisition services and recognized as expense over the requisite service period.
During the one-year measurement period following an acquisition, we may record adjustments to the fair value of the assets acquired and liabilities assumed, with a corresponding offset to goodwill. Upon the conclusion of the measurement period, subsequent adjustments, if any, are recorded in our condensed consolidated statements of operations.
Acquisition costs, such as legal and consulting fees, are expensed as incurred.
Impairment of Long-Lived Assets
We evaluate our long-lived assets for indicators of possible impairment when events or changes in circumstances suggest that the carrying amount of an asset or asset group may not be recoverable. We assess recoverability by comparing the carrying amount of such asset or asset group to the net undiscounted future cash flows we expect the asset or asset group to generate. If the carrying amount of an asset or asset group exceeds the related undiscounted cash flows, it is considered to be impaired and an impairment charge is recognized for the amount by which the carrying value of the asset or asset group exceeds its fair value. During the three and six months ended July 31, 2022, we concluded that the carrying values of long-lived assets related to our Brooklyn, NY office, including operating lease ROU assets, leasehold improvements, and furniture and fixtures, exceeded their estimated fair values as the result of restructuring actions. See Note 11, Commitments and Contingencies—Restructuring, for further details.
Net Loss Per Share Attributable to Common Stockholders
Basic and diluted net loss per share is calculated by dividing net loss attributable to common stockholders by the weighted average number of shares of common stock outstanding during the period. Net loss is allocated between Class A and Class B common stock based on the weighted-average shares outstanding for each class.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Diluted net loss per share is the same as basic net loss per share because potentially dilutive common stock equivalents are anti-dilutive when in a net loss position.
In a period of net income, diluted net income per share would be calculated by giving effect to all potentially dilutive securities outstanding for the period (including unvested restricted stock units and unexercised stock options under our equity incentive plans, outstanding purchase periods under our employee stock purchase plan, unvested restricted stock awards and early exercised options subject to repurchase, and returnable common stock issued in connection with business acquisitions) using the treasury stock method.
For past periods in which our convertible preferred stock was outstanding, we computed net income or loss per share using the two-class method. The two-class method requires income available to common stockholders for the period to be allocated between common stock and participating securities based upon their respective rights to receive dividends as if all income for the period had been distributed. We considered our convertible preferred stock to be a participating security, as holders had non-forfeitable dividend rights in the event of our declaration of a dividend for shares of common stock. Our convertible preferred stock did not contractually require holders to participate in our losses. As such, net loss for the periods presented was not allocated to our convertible preferred stock.
Recently Adopted Accounting Pronouncements
As an emerging growth company, the Jumpstart Our Business Startups Act (the “JOBS Act”) allows us to delay adoption of new or revised accounting pronouncements applicable to public companies until such pronouncements are made applicable to private companies. We have elected to use this extended transition period under the JOBS Act.
In October 2021, the Financial Accounting Standards Board (the "FASB") issued Accounting Standards Update ("ASU). No. 2021-08, Business Combinations (Topic 805)—Accounting for Contract Assets and Contract Liabilities from Contracts with Customers, to amend the current accounting guidance in ASC 805 to require entities to apply ASC 606 to recognize and measure contract assets and contract liabilities acquired in a business combination. We early adopted ASU No. 2021-08 on a prospective basis on February 1, 2022, and the adoption did not have a material impact on our condensed consolidated financial statements.
Recently Issued Accounting Pronouncements
In December 2019, the FASB issued ASU No. 2019-12, Income Taxes (Topic 740)—Simplifying the Accounting for Income Taxes, which is intended to simplify various aspects related to accounting for income taxes. ASU No. 2019-12 removes certain exceptions associated with (1) intraperiod tax allocations, (2) recognition of deferred tax liabilities for equity method investments of foreign subsidiaries, and (3) the calculation of income taxes in an interim period when in a loss position within the framework of ASC 740. ASU No. 2019-12 also clarifies and amends existing guidance to improve consistent application. ASU No. 2019-12 will be effective for us for annual periods beginning February 1, 2022 and for interim periods in fiscal years beginning February 1, 2023. We do not expect the adoption to have a material impact on our condensed consolidated financial statements.
In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments—Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments, to amend the current accounting guidance which requires the measurement of all expected losses to be based on historical experience, current conditions, and reasonable and supportable forecasts. For trade receivables, contract assets, and other financial instruments, we will be required to use a forward-looking expected loss model that reflects probable losses rather than the incurred loss model for recognizing credit losses. ASU No. 2016-13 will be effective for us beginning February 1, 2023. Early adoption is permitted. We are currently evaluating the impact of this pronouncement on our condensed consolidated financial statements.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
3. Revenue Recognition
Disaggregation of Revenue
The following tables summarize revenue by geographical region (dollars in thousands): 
Three Months Ended July 31,
2022 2021
Amount Percentage of
Revenue
Amount Percentage of
Revenue
Americas (1)
$ 120,977  50  % $ 89,266  46  %
Europe, Middle East, and Africa 69,521  29  % 60,405  31  %
Asia-Pacific (2)
51,724  21  % 45,850  23  %
Total revenue $ 242,222  100  % $ 195,521  100  %
(1)Revenue from the United States represented 45% and 42% of our total revenues for the three months ended July 31, 2022 and 2021, respectively.
(2)Revenue from Japan represented 9% and 12% of our total revenues for the three months ended July 31, 2022 and 2021, respectively.
Six Months Ended July 31,
2022 2021
Amount Percentage of
Revenue
Amount Percentage of
Revenue
Americas (1)
$ 235,128  48  % $ 173,892  46  %
Europe, Middle East, and Africa 139,124  29  % 110,489  29  %
Asia-Pacific (2)
113,036  23  % 97,357  25  %
Total revenue $ 487,288  100  % $ 381,738  100  %
(1)Revenue from the United States represented 44% and 41% of our total revenues for the six months ended July 31, 2022 and 2021, respectively.
(2)Revenue from Japan represented 11% and 14% of our total revenues for the six months ended July 31, 2022 and 2021, respectively.
Deferred Revenue
During the six months ended July 31, 2022 and 2021, we recognized $201.9 million and $137.8 million of revenue that was included in the deferred revenue balance as of January 31, 2022 and 2021, 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, 2022, the aggregate amount of the transaction price allocated to remaining performance obligations was $709.0 million, which consists of $358.9 million of billed consideration and $350.1 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.
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 $11.1 million and $6.1 million for the three months ended July 31, 2022 and 2021, respectively, and $21.9 million and $11.0 million for the six months ended July 31, 2022 and 2021, respectively.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
4. Marketable Securities
The following is a summary of our marketable securities (in thousands): 
As of July 31, 2022
Amortized Cost Gross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated Fair Value
Commercial paper $ 27,244  $   $   $ 27,244 
Corporate bonds 70,607    (534) 70,073 
Municipal bonds 19,369    (102) 19,267 
Total marketable securities $ 117,220  $   $ (636) $ 116,584 
As of January 31, 2022
Amortized Cost Gross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated Fair Value
Commercial paper $ 15,343  $   $   $ 15,343 
Corporate bonds 91,735    (303) 91,432 
Municipal bonds 9,197    (32) 9,165 
Total marketable securities $ 116,275  $   $ (335) $ 115,940 
As of July 31, 2022 and January 31, 2022, respectively $2.4 million and $19.5 million of our marketable securities had remaining contractual maturities of one year or more, and the remainder had contractual maturities of less than one year. To determine whether any decline in the fair value of our marketable securities is other-than temporary, we evaluate, among other factors, the duration and extent to which the fair value has been less than the carrying value and our intent and ability to retain the marketable securities for a period of time sufficient to allow for any anticipated recovery in fair value. Based on available evidence, we concluded that the gross unrealized losses on our marketable securities as of July 31, 2022 and January 31, 2022 are temporary in nature.
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, 2022 and January 31, 2022 (in thousands): 
  As of July 31, 2022
  Level 1 Level 2 Total
Financial assets:      
Money market $ 1,058,074  $   $ 1,058,074 
Total cash equivalents 1,058,074    1,058,074 
Commercial paper   27,244  27,244 
Corporate bonds   70,073  70,073 
Municipal bonds   19,267  19,267 
Total marketable securities   116,584  116,584 
Total $ 1,058,074  $ 116,584  $ 1,174,658 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
  As of January 31, 2022
  Level 1 Level 2 Total
Financial assets:      
Money market $ 1,056,555  $   $ 1,056,555 
Total cash equivalents 1,056,555    1,056,555 
Commercial paper   15,343  15,343 
Corporate bonds   91,432  91,432 
Municipal bonds   9,165  9,165 
Total marketable securities   115,940  115,940 
Total $ 1,056,555  $ 115,940  $ 1,172,495 
Our money market funds 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 within 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, 2022 or January 31, 2022.
6. Business Acquisitions
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, UiPath gains 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 total purchase consideration for the acquisition of Re:infer was $44.5 million, consisting of the following:
Cash paid at closing $ 30,117 
Fair value of Class A common stock issued at closing (0.2 million shares)
2,965 
Loan note to be paid on first anniversary of closing (included in accrued expenses and other current liabilities) 5,863 
Loan note to be paid on second anniversary of closing (included in other liabilities, non-current) 5,570 
Total $ 44,515 
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 over three years as compensation for post-acquisition services.
During the six months ended July 31, 2022, we incurred transaction costs in connection with the Re:infer acquisition of $1.1 million, which are included in general and administrative expenses in the condensed consolidated statements of operations.
The Re:infer acquisition is accounted for as a business combination. Due to the proximity of the closing date of the acquisition to the balance sheet date, the initial purchase accounting is incomplete. As of July 31, 2022, the purchase price has been provisionally allocated to identifiable intangible assets of $13.1 million (consisting of developed technology with a fair value of $10.0 million and estimated useful life of five years and customer relationships with a fair value of $3.1 million and estimated useful life of three years), deferred tax liabilities of $3.2 million (included in other liabilities, non-current on the condensed consolidated balance sheet), other net tangible assets of $0.3 million, and goodwill of $34.3 million based on management's best estimates as of the balance sheet
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
date. None of this goodwill is deductible for tax purposes. We expect to finalize purchase accounting as soon as practicable, but no later than one year from the acquisition date.
Cloud Elements
On March 19, 2021, we acquired all of the outstanding capital stock of Cloud Elements Inc. ("Cloud Elements"), provider of an application programming interface ("API") integration platform for SaaS application providers. The total purchase consideration was $36.1 million, consisting of $5.7 million in cash and $30.4 million in fair value of common stock.
7. Intangible Assets and Goodwill
Intangible Assets, Net
Acquired intangible assets, net consisted of the following as of July 31, 2022 (dollars in thousands): 
  Intangible Assets,
Gross
Accumulated
Amortization
Intangible
Assets,
Net
Weighted-
Average
Remaining
Useful Life
(in years)
Developed technology $ 27,763  $ (7,885) $ 19,878  4.0
Customer relationships 8,112  (2,257) 5,855  2.4
Trade names and trademarks 268  (208) 60  1.5
Other intangibles 1,231  (168) 1,063  8.0
Total $ 37,374  $ (10,518) $ 26,856 
Acquired intangible assets, net consisted of the following as of January 31, 2022 (dollars in thousands):
  Intangible Assets,
Gross
Accumulated
Amortization
Intangible
Assets,
Net
Weighted-
Average
Remaining
Useful Life
(in years)
Developed technology $ 18,627  $ (6,584) $ 12,043  3.4
Customer relationships 5,010  (1,479) 3,531  2.2
Trade names and trademarks 274  (185) 89  1.9
Other intangibles 1,231  (77) 1,154  8.3
Total $ 25,142  $ (8,325) $ 16,817 
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, 2022 and 2021 was $1.3 million and $1.4 million, respectively. Amortization of acquired intangible assets for the six months ended July 31, 2022 and 2021 was $2.7 million and $2.3 million, respectively.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Expected future amortization expense related to intangible assets was as follows as of July 31, 2022 (in thousands):
  Amount
Remainder of year ending January 31, 2023 $ 4,205 
Year ending January 31,
2024 8,392 
2025 6,464 
2026 4,002 
2027 2,367 
Thereafter 1,426 
Total $ 26,856 
Goodwill
Changes in the carrying amount of goodwill during the six months ended July 31, 2022 were as follows (in thousands):
  Carrying
Amount
Balance as of January 31, 2022 $ 53,564 
Acquisition of Re:infer
34,285 
Effect of foreign currency translation (1,669)
Balance as of July 31, 2022 $ 86,180 
8. Operating Leases
Our operating leases consist of real estate and vehicles and have remaining lease terms of one year to 16 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,
2022 2021 2022 2021
Operating lease cost $ 2,736  $ 1,846  $ 5,495  $ 3,580 
Short-term lease cost 1,535  931  3,043  1,856 
Variable lease cost 316  149  523  274 
Sublease income (1)
(533)   (1,065)  
Total $ 4,054  $ 2,926  $ 7,996  $ 5,710 
(1) Included in other 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, 2022 January 31, 2022
Weighted-average remaining lease term (years) 13.8 13.7
Weighted-average discount rate 6.0  % 6.5  %
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Future undiscounted lease payments for our operating lease liabilities as of July 31, 2022 were as follows (in thousands):
Amount
Remainder of year ending January 31, 2023 (1)
$ (709)
Year ending January 31,
2024 10,132 
2025 8,154 
2026 5,276 
2027 4,044 
Thereafter 48,123 
Total operating lease payments 75,020 
Less: imputed interest (25,896)
Total operating lease liabilities $ 49,124 
(1) Net of $4.1 million lease incentive expected to be received during fiscal 2023
As of July 31, 2022, we had non-cancellable commitments in the amount of $10.5 million related to operating leases of real estate facilities that have not yet commenced.
Current operating lease liabilities of $2.4 million and $1.6 million were included in accrued expenses and other current liabilities on our condensed consolidated balance sheets as of July 31, 2022 and January 31, 2022, respectively.
Supplemental cash flow information related to leases for the three and six months ended July 31, 2022 and 2021 was as follows (in thousands):
Three Months Ended July 31, Six Months Ended July 31,
2022 2021 2022 2021
Cash paid for amounts included in the measurement of operating lease liabilities $ 1,493  $ 1,897  $ 3,557  $ 3,851 
Operating lease ROU assets obtained in exchange for new operating lease liabilities $ 2,120  $ 880  $ 2,890  $ 1,590 
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, 2022 January 31, 2022
Prepaid expenses $ 42,510  $ 29,451 
Value-added taxes receivable 3,681  3,313 
Other receivables 11,138  6,762 
Supplier advances 6,101  15,890 
Prepaid expenses and other current assets $ 63,430  $ 55,416 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Property and Equipment, Net
Property and equipment, net consisted of the following (in thousands):
As of
July 31, 2022 January 31, 2022
Computers and equipment $ 24,519  $ 22,478 
Leasehold improvements 7,582  9,338 
Furniture and fixtures 4,565  4,875 
Construction in progress 12,536  2,552 
Property and equipment, gross 49,202  39,243 
Less: accumulated depreciation (23,685) (22,067)
Property and equipment, net $ 25,517  $ 17,176 
Depreciation expense for the three months ended July 31, 2022 and 2021 was $1.9 million and $1.7 million, respectively. Depreciation expense for the six months ended July 31, 2022 and 2021 was $3.8 million and $3.5 million, respectively.
Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
As of
July 31, 2022 January 31, 2022
Accrued expenses $ 26,566  $ 21,736 
Withholding tax from employee equity transactions 5,846  16,618 
Employee stock purchase plan withholdings 3,457  4,302 
Payroll taxes and other benefits payable 7,443  7,016 
Income tax payable 6,927  18,210 
Value-added taxes payable 5,469  9,327 
Operating lease liabilities, current 2,359  1,552 
Other 16,599  9,197 
Accrued expenses and other current liabilities $ 74,666  $ 87,958 
10. Credit Facility
On October 30, 2020, we entered into a $200.0 million senior secured revolving credit facility (the “Credit Facility”) with HSBC Ventures USA Inc., Silicon Valley Bank, Sumitomo Mitsui Banking Corporation, and Mizuho Bank, LTD, maturing October 30, 2023. The Credit Facility contains certain customary covenants, including, but not limited to, those relating to additional indebtedness, liens, asset divestitures, and affiliate transactions. We may use the proceeds of future borrowings under the Credit Facility for refinancing other indebtedness, working capital, capital expenditures and other general corporate purposes, including permitted business acquisitions. Our obligations under the Credit Facility are secured by substantially all of our assets, except for our intellectual property.
As of July 31, 2022 and January 31, 2022, there were no amounts outstanding under the Credit Facility.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
11. Commitments and Contingencies
Letters of Credit
We had a total of $5.4 million and $5.3 million in letters of credit outstanding in favor of certain landlords for office space and for credit line facilities as of July 31, 2022 and January 31, 2022, respectively. These letters of credit renew annually and expire on various dates through fiscal year 2024.
Indemnification
In the ordinary course of business, we may provide indemnification of varying scope and terms to customers, vendors, investors, 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, 2022 and January 31, 2022, 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.
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 starting with an alignment expected to result in better market segmentation, higher sales productivity, and best-in-class customer experience and outcomes. In connection with these workforce reductions, we also exited the lease for our office in Brooklyn, NY. For the three and six months ended July 31, 2022, we incurred $12.0 million of expense related to our restructuring actions, of which $10.9 million relates to employee termination benefits and $1.1 million relates to lease exit costs. Remaining restructuring costs, primarily consisting of employee termination benefits, are not expected to be material and are expected to be recognized by the end of fiscal year 2023.
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, 2022 (in thousands):
Employee Termination Benefits
Accrued restructuring costs as of January 31, 2022 $  
Restructuring costs incurred during the six months ended July 31, 2022 10,947 
Amount paid during the six months ended July 31, 2022 (5,196)
Accrued restructuring costs as of July 31, 2022 $ 5,751 
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
The following table shows the total restructuring costs incurred during the period presented (in thousands):
Employee Termination Benefits Lease Exit Costs Total Restructuring Costs
Cost of subscription services revenue $ 40  $ 97  $ 137 
Cost of professional services and other revenue 205  115  320 
Sales and marketing 10,247  485  10,732 
Research and development   43  43 
General and administrative 455  347  802 
Total $ 10,947  $ 1,087  $ 12,034 
Defined Contribution Plans
We sponsor defined contribution plans for qualifying employees, including a 401(k) Plan in the United States to which we make matching contributions of 50% of participating employee contributions. Our total matching contribution to the 401(k) Plan was $2.3 million and $1.6 million for the three months ended July 31, 2022 and 2021, respectively and $6.6 million and $4.7 million for the six months ended July 31, 2022 and 2021, 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.
Non-Cancelable Purchase Obligations
In the normal course of business, we enter into non-cancelable purchase commitments with various parties for mainly hosting services and software products and services. During the three and six months ended July 31,
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
2022, we made commitments to purchase $138.1 million of cloud infrastructure services from a third-party vendor and $35.8 million of service credits from third-party alliance partners.
As of July 31, 2022, 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, 2023 $ 29,837 
Year ending January 31,
2024 90,622 
2025 88,282 
2026 38,805 
2027 27,815 
Thereafter  
Total $ 275,361 
12. Convertible Preferred Stock and Stockholders’ Equity (Deficit)
Convertible Preferred Stock
In February 2021, we issued to certain investors approximately 12.0 million shares of Series F convertible preferred stock at a purchase price of $62.28 per share, for an aggregate purchase price of $750.0 million.
Immediately prior to the completion of the IPO, all convertible preferred stock outstanding, totaling approximately 306.3 million shares, was automatically converted into an equivalent number of shares of Class A common stock on a one-to-one basis and its carrying value of $1,971.8 million was reclassified to stockholders’ equity.
No convertible preferred stock was outstanding as of July 31, 2022 and January 31, 2022, respectively.
Preferred Stock
In April 2021, we amended and restated our certificate of incorporation, which authorized 20.0 million shares of preferred stock.
Common Stock
In April 2021, we amended and restated our certificate of incorporation, which authorized a total of 2.0 billion shares of Class A common stock and 115.7 million shares of Class B common stock.
Each share of Class B common stock will convert automatically into Class A common stock, on a one-to-one basis, upon certain circumstances, including: (1) the sale or transfer of such share of Class B common stock (except under certain circumstances described in the amended and restated certificate of incorporation), (2) a date fixed by the board of directors that is no less than 120 days and no more than 180 days following the date that the number of shares of Class B common stock outstanding is less than 20% of the number of shares of Class B common stock outstanding immediately prior to the completion of the IPO, or (3) six months after the death or incapacity of Daniel Dines. The Class A common stock is entitled to one vote per share and the Class B common stock is entitled to thirty-five votes per share.
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 three and six months ended July 31, 2022, 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 $5.5 million was recorded within general and administrative expense in the condensed consolidated statements of operations.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Accumulated Other Comprehensive Income (Loss)
For the six months ended July 31, 2022 and 2021, changes in the components of accumulated other comprehensive income (loss) were as follows (in thousands):
Foreign Currency Translation Adjustments Unrealized Gain (Loss) on Marketable Securities Accumulated Other Comprehensive Income (Loss)
Balance as of January 31, 2022 $ 11,234  $ (335) $ 10,899 
Other comprehensive income, net of tax 552  (301) 251 
Balance as of July 31, 2022 $ 11,786  $ (636) $ 11,150 

Foreign Currency Translation Adjustments Unrealized Gain (Loss) on Marketable Securities Accumulated Other Comprehensive Income (Loss)
Balance as of January 31, 2021 $ (12,504) $ (17) $ (12,521)
Other comprehensive income, net of tax 7,914  9  7,923 
Balance as of July 31, 2021 $ (4,590) $ (8) $ (4,598)
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 Stock Plan (the "2021 Plan"), which provides for grants of incentive stock options, nonstatutory stock options, stock appreciation rights, restricted stock awards ("RSAs"), restricted stock units ("RSUs"), performance awards, and other forms of awards. As of July 31, 2022, we have reserved 145.9 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, 2022, the ESPP authorizes the issuance of 15.9 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 (1) 85% of the fair market value of our Class A common stock as of the commencement of each offering period, and (2) 85% of the fair market value of our Class A common stock on the corresponding purchase date.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
Stock Options
Stock option activity during the six months ended July 31, 2022 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, 2022 14,544  $ 1.64  7.6 $ 507,419 
Granted 2,580  $ 10.14 
Exercised (2,701) $ 1.69 
Forfeited (419) $ 2.44 
Outstanding as of July 31, 2022 14,004  $ 3.17  7.6 $ 212,254 
Vested and exercisable as of July 31, 2022 7,331  $ 1.69  6.5 $ 121,955 
The weighted-average grant date fair value of stock options granted during the six months ended July 31, 2022 was $13.01 per share. The intrinsic value of stock options exercised during the six months ended July 31, 2022 was $59.9 million
Unrecognized compensation expense associated with unvested stock options granted and outstanding as of July 31, 2022, was $131.1 million, which is to be recognized over a weighted-average remaining period of 3.1 years.
Early Exercised Options
Certain stock option holders have the right to exercise unvested options, subject to a repurchase right held by us at the original exercise price, in the event of voluntary or involuntary termination of employment of the option holders, until the options are fully vested. During the six months ended July 31, 2022, we repurchased 0.4 million unvested early exercised options in the amount of $1.5 million.
Cash proceeds associated with early exercised options are recorded within accrued expenses and other current liabilities and other liabilities, non-current in our condensed consolidated balance sheets, depending upon the future vesting dates of the associated options. Such accrued amounts were not material and $2.8 million as of July 31, 2022 and January 31, 2022, respectively. Proceeds are transferred to additional paid-in capital at the time of option vesting.
Restricted Stock Units
RSU activity during the six months ended July 31, 2022 was as follows:
RSUs (in thousands) Weighted-Average Grant
Date Fair Value Per Share
Unvested as of January 31, 2022 27,515  $ 35.35 
Granted 13,771  $ 19.15 
Vested (1)
(6,810) $ 30.22 
Forfeited (3,506) $ 36.02 
Unvested as of July 31, 2022 30,970  $ 29.08 
(1) Class A common stock has not been issued in connection with 128 vested RSUs because such RSUs were unsettled as of July 31, 2022.
The vesting date fair value of RSUs that vested during the six months ended July 31, 2022 was $139.5 million.
Prior to the IPO, we granted RSUs under our 2018 Stock Plan that vested upon the satisfaction of both a service-based condition (generally four years) and a performance-based condition. The performance-based vesting
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
condition was deemed satisfied on April 23, 2021, the date that our IPO was completed. At that time, we recognized $233.0 million of cumulative stock-based compensation expense for the portion of these RSUs for which the service-based vesting condition had been fully or partially satisfied.
As of July 31, 2022, total unrecognized compensation expense related to unvested RSUs was approximately $758.3 million, which is to be recognized over a weighted-average remaining period of 3.1 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, 2022, total unrecognized compensation expense related to unvested RSAs was $2.1 million and will be recognized over the remaining vesting period of 2.1 years.
Employee Stock Purchase Plan Awards
During the six months ended July 31, 2022, 0.6 million shares were purchased under the ESPP at $15.68 per share. No shares were purchased under the ESPP during the six months ended July 31, 2021. As of July 31, 2022, total unrecognized compensation expense related to the ESPP was approximately $3.4 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) that will 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, 2022, total unrecognized compensation expense related to these shares was $7.6 million, which is to be recognized over a weighted-average remaining period of 3.0 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,
2022 2021 2022 2021
Cost of subscription services revenue $ 2,841  $ 1,657  $ 6,057  $ 7,871 
Cost of professional services and other revenue 2,528  3,904  6,402  22,835 
Sales and marketing 35,889  41,006  86,647  160,299 
Research and development 23,501  23,978  50,124  89,594 
General and administrative 23,493  22,068  40,476  62,849 
Total $ 88,252  $ 92,613  $ 189,706  $ 343,448 
There was no capitalized stock-based compensation relating to software development costs for the three and six months ended July 31, 2022. The expense presented in the above table is net of capitalized stock-based compensation relating to software development costs of $0.1 million and $2.3 million for the three and six months ended July 31, 2021, respectively.
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.
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
We had a provision for income taxes of $4.1 million and $1.7 million for the three months ended July 31, 2022 and 2021, respectively. Our effective tax rate was (3.5%) and (1.8%) for the three months ended July 31, 2022 and 2021, respectively. For the three months ended July 31, 2022 and 2021, our effective tax rate differed from the U.S. federal statutory rate primarily as a result of not recognizing deferred tax assets for losses due to a full valuation allowance and due to tax rate differences between the United States and foreign countries.
We had a provision for income taxes of $8.9 million and $3.1 million for the six months ended July 31, 2022 and 2021, respectively. Our effective tax rate was (3.8%) and (0.9%) for the six months ended July 31, 2022 and 2021, respectively. For the six months ended July 31, 2022 and 2021, our effective tax rate differed from the U.S. federal statutory rate primarily as a result of not recognizing deferred tax assets for losses due to a full valuation allowance and due to tax rate differences between the United States and foreign countries.
The realization of tax benefits of net deferred tax assets (“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, 2022, 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, 2022, 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, 2022, we had gross unrecognized tax benefits totaling $2.4 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 $0.5 million, excluding interest and penalties, which are accounted for as a component of our income tax provision. The tax positions of the Company and its subsidiaries are subject to income tax audits in multiple tax jurisdictions globally, 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 12 months.
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,
2022 2021
Class A Class B Class A Class B
Numerator:
Net loss $ (102,201) $ (18,177) $ (84,362) $ (15,664)
Denominator:
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted 463,605  82,453  444,059  82,453 
Net loss per share attributable to common stockholders, basic and diluted $ (0.22) $ (0.22) $ (0.19) $ (0.19)
Six Months Ended July 31,
2022 2021
Class A Class B Class A Class B
Numerator:
Net loss $ (206,118) $ (36,821) $ (253,645) $ (86,044)
Denominator:
Weighted-average shares used in computing net loss per share attributable to common stockholders, basic and diluted 461,561  82,453  278,882  94,606 
Net loss per share attributable to common stockholders, basic and diluted $ (0.45) $ (0.45) $ (0.91) $ (0.91)
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UiPath, Inc.
Notes to Condensed Consolidated Financial Statements (Continued)
(unaudited)
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,
2022 2021
Class A Class B Class A Class B
Convertible preferred stock        
Unvested RSUs 29,562    19,445   
Outstanding stock options 14,138    19,560   
Shares subject to repurchase from RSAs and early exercised stock options 116    1,663   
Shares issuable under ESPP 588    379   
Returnable shares issued in connection with business acquisition 14       
Total 44,418    41,047   

Six Months Ended July 31,
2022 2021
Class A Class B Class A Class B
Convertible preferred stock     137,074   
Unvested RSUs 28,435    27,675   
Outstanding stock options 13,965    20,860   
Shares subject to repurchase from RSAs and early exercised stock options 483    1,967   
Shares issuable under ESPP 808    193   
Returnable shares issued in connection with business acquisition 7       
Total 43,698    187,769   
16. Related Party Transactions
Beginning in the third quarter of fiscal 2022, we have made use of an aircraft owned by Daniel Dines, our Co-Chief Executive Officer, through a special purpose limited liability company in which we have a variable interest. The aircraft 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. For the three and six months ended July 31, 2022, we incurred expenses related to our business use of the aircraft of $1.1 million and $1.9 million, respectively.
17. Subsequent Events
In September 2022, we granted RSUs and stock options to new hires and existing employees which have an aggregate grant-date fair value of approximately $25.4 million and will vest over a weighted-average period of 4.0 years.

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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, 2022 included in our Annual Report on Form 10-K filed with the Securities and Exchange Commission ("SEC") on April 4, 2022 (the "2022 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 2022 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
We are at the forefront of technology innovation and thought leadership in automation, creating an end-to-end platform that provides automation with user emulation at its core. Our platform leverages computer vision and artificial intelligence ("AI") to empower software robots to emulate human behavior and execute specific business processes, eliminating the need for employees to execute certain manual and mundane tasks and allowing them to focus on more value-added work. Our platform enables organizations to seamlessly automate business processes ranging from those in legacy information technology ("IT") systems and on-premises applications to new cloud-native infrastructure and to address a wide variety of use cases, from simple tasks to long-running, complex processes.
Our platform is designed to transform the way humans work. We provide customers with a robust set of capabilities to discover automation opportunities and to build, manage, run, engage, measure, and govern automations across departments within an organization. Our platform leverages the power of AI-based computer vision to enable our software robots to perform a vast array of actions— including, but not limited to, logging into applications, extracting information from documents, and updating forms and databases— as a human would when executing business processes, driving improved operational efficiency for our customers and enabling them to deliver on key digital initiatives with greater speed, agility, and accuracy.
Our platform is designed to interact with and automate processes across a company’s existing enterprise stack. As a result, our customers can leverage the power of our platform without the need to replace or change existing business applications and with lower overall IT infrastructure cost. Our platform is purpose-built to be used by employees across an organization, and enables them quickly build automations for both existing and new processes. Employees can seamlessly maintain and scale automations across multiple deployment options, constantly improve and evolve automations, and continuously track and measure the performance of automations, all without substantial technical experience.
At the core of our automation platform is a set of capabilities that emulates human behavior, which provides our customers with the ability to automate both simple and complex use cases. Automations on our platform can be built, consumed, managed, and governed by any employee who interacts with computers, resulting in the potential for broad applicability of our platform across departments within an organization. Society is at a turning point in how organizations execute work, and we believe the ability to leverage software to enrich the employee experience will unlock tremendous value and efficiency opportunities, particularly in the current tight labor market. While we are still in the early days of a multi-year journey to the fully automated enterprise, momentum is growing as organizations across the world begin to understand the transformational benefits of automation.
Founded in a Bucharest, Romania apartment in 2005, UiPath was incorporated in 2015 as a company principally focused on building automation scripts and developing computer vision technology, which remains the foundation of our platform today. Since that time, we have developed and enhanced our RPA capabilities, launched new products, and expanded our operations across the globe. We are continuously improving and expanding our platform and seek to deliver technology that is integral to the business strategy of our customers; for example, in fiscal 2023 we announced the addition of natural language processing ("NLP") capabilities to our suite of offerings.
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We provide a comprehensive range of automation solutions via a suite of interrelated software offerings. We generate revenue from the sale of licenses for our proprietary software, maintenance and support for our software, right to access certain products that are hosted by us (i.e., software as a service, or SaaS), and other services, including professional services. Our license fees are based primarily on the number of users who access our software and the number of automations running on our platform. Our license agreements generally have annual terms, and some of our license agreements have multi-year terms. We generally do not sell standalone licenses with a term of less than one year. However, during the term of an annual contract or the last year of a multi-year contract, our customers may enter into an additional license agreement with a termination date that is coterminous with the anniversary date of such annual contract. Additionally, we provide maintenance and support for our software as well as non-recurring professional services to facilitate the adoption of our platform. Our professional services complement the capabilities of our customers and of our partners as they improve customers’ time-to-market and optimize business outcomes using our platform. Our non-recurring professional services include use case development and deployment, solutions architecting, implementation consulting, and training. Our go-to-market model consists of an enterprise field sales force supplemented by an inside sales team focused on small and mid-sized customers, and a global strategic sales team focused on the largest global customers. As of July 31, 2022, we had more than 10,500 customers.
Many of our customers expand the scope and size of use cases of our platform across their organizations as they quickly realize the power of our platform. We believe that the success of our land-and-expand business model is centered on our ability to deliver significant value in a very short time. We grow with our customers as they identify and expand the number of business processes to automate, which increases the number of robots deployed and the number of users interacting with our robots.
A crucial component of our go-to-market strategy is our partner and channel ecosystem, which extends our local and global reach and helps to ensure that customers are able to rapidly build, deploy, and scale automations on our platform. Our business partners include global and regional system integrators, value-added resellers, and business consultants. We provide tiering recognition through Diamond, Gold, Silver, and Registered levels for partners that meet competency requirements and deliver and maintain a specified number of satisfied customers. These partnerships enhance our market presence and drive greater sales efficiencies. In addition, we have built strong technology partnerships and alliances to enable a large number of connectors and other technical capabilities necessary to meet the breadth of our customer needs.
We generated revenue of $242.2 million and $195.5 million, representing a growth rate of 24%, and incurred a net loss of $120.4 million and $100.0 million in the three months ended July 31, 2022 and 2021, respectively. We generated revenue of $487.3 million and $381.7 million, representing a growth rate of 28%, and incurred a net loss of $242.9 million and $339.7 million in the six months ended July 31, 2022 and 2021, respectively. Our operating cash flows were $(76.6) million and $(23.5) million for the six months ended July 31, 2022 and 2021, respectively.
Impact of COVID-19
When the COVID-19 pandemic began to unfold, we took decisive action across our internal and customer operations to ensure the resilience of our company and the safety of our employees. We temporarily shut down all offices and offered our employees technology stipends to encourage remote working, postponed most of our physical conferences and other customer and promotional events, implemented global travel restrictions, reduced headcount and expenses related to event marketing, and engaged in other discretionary cost-saving measures. We have now reopened offices and are again holding in-person meetings and events. We plan to continue to comply with applicable government orders and public health guidelines. The majority of our employees continue to work remotely, many on a hybrid basis. We have a distributed workforce and our employees are accustomed to remote work. Our operational rigor, digital infrastructure, and global footprint have enabled us to support our customers navigating new challenges presented by the pandemic and existing needs to automate. Global demand for automation continues as automation becomes more critical for business execution and performance in a remote working environment, and we have continued to invest in the development and marketing of our automation platform to meet that demand. For further information, see the section titled “Risk Factors” included elsewhere in this Quarterly Report on Form 10-Q.
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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 relationship with existing subscription customers. We define ARR as annualized invoiced amounts per solution SKU from subscription licenses and maintenance obligations assuming no increases or reductions in their subscriptions. ARR does not include the costs we may incur to obtain such subscription licenses or provide such maintenance, and does not reflect any actual or anticipated reductions in invoiced value due to contract non-renewals or service cancellations other than for specific bad debt or disputed amounts. At July 31, 2022 and 2021, our ARR was $1,043.3 million and $726.5 million, respectively, representing a growth rate of 44%. Approximately 25% of this growth rate was due to new customers and approximately 75% 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 132% and 144% as of July 31, 2022 and 2021, respectively. We calculate dollar-based net retention rate as of a period end by starting with ARR from the cohort of all customers as of 12 months prior to such period end ("Prior Period ARR"). We then calculate 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 and professional services, 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 obligations as they are with respect to our GAAP revenue. This can result in timing differences between our GAAP revenue and ARR calculations. 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, which can be impacted by contract start and end dates, duration, and renewal rates, and does not include invoiced amounts reported as perpetual licenses or professional services revenue in our condensed consolidated statements of operations. 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. For further information, see the section titled “Risk Factors—Risks Related to Our Business, Products, Operations, and Industry” included in the 2022 Form 10-K.
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A summary of ARR-related data at July 31, 2022 and 2021 is as follows:
At July 31,
2022 2021
(dollars in thousands)
ARR $ 1,043,286  $ 726,467 
Incremental ARR 316,819  273,000 
Customers with ARR greater than $1 million:
Number of customers 190  118 
Percent of current period revenue 40  % 35  %
Customers with ARR greater than $100 thousand:
Number of customers 1,660  1,247 
Percent of current period revenue 80  % 75  %
Dollar-based net retention rate 132  % 144  %
Key Factors Affecting Our Performance
Our results of operations and financial condition are impacted by the macro factors affecting our industry, including the proliferation of cloud-based applications, the cost of skilled human capital, and the global demand for automation solutions. While our business is influenced by these macro factors, our results of operations are more directly affected by certain company-specific factors, including:
Growing Our Global Customer Base
We believe there continues to be a substantial opportunity to continue to grow our customer base. Additionally, we believe that as more organizations adopt our automation platform and experience quantifiable competitive advantages, other organizations will also adopt automation as a necessary tool to compete. While we sell to organizations of all sizes and across a broad range of industries, our go-to-market team’s key focus is on the largest organizations, including large enterprises and governments. We also use an inside sales team focused on small and mid-sized businesses. We intend to grow our customer base through revised segmentation whereby we focus on key accounts with significant expansion opportunity and leverage our emerging enterprise team to acquire new customers at a lower cost of sale. We believe this will increase sales velocity and appropriately align resources to long-term customer potential.
We define our number of customers as the number of accounts with a unique account identifier for which we have an active subscription in the period indicated, and include in our customer count entities to which we have sold our products either directly or through a channel partner. Users of our free trials or tier are not included in our customer count. A single organization with multiple divisions, segments, or subsidiaries is counted as a single customer. Our customer count is subject to adjustments for acquisitions, consolidations, spin-offs, and other market activity, and specifically excludes non-paying partners and resellers.
Expanding Within Our Existing Customer Base
Our customer base represents a significant opportunity for further sales expansion. We had over 10,500 and over 9,100 customers as of July 31, 2022 and 2021, respectively. We employ a land-and-expand business model centered around helping customers realize business outcomes such as revenue growth, transformed cost structures, efficiency, and speed. We believe there is significant opportunity for us to become a strategic partner to our customers in their automation journeys and drive further sales expansion through the following vectors:
deploy more robots across different departments;
provide more employees with their own robot assistants;
increase adoption of platform; and
expand use cases for automation in the enterprise to drive increased usage of robots and capacity consumption of our various products.
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Our customers often expand the deployment of our platform across large teams and more broadly within the enterprise as they find new use cases for our platform and their employees increasingly interact with and gain confidence in working with robots. The power of our land-and-expand model is evidenced by our dollar-based net retention rate and our customers exceeding significant ARR thresholds, described in the section titled "—Key Performance Metric."
We intend to continue to invest in enhancing awareness of our brand and developing more products, features, and functionality, which we believe are important factors to achieve widespread adoption of our platform. Our ability to increase sales to existing customers will depend on a number of factors, including our customers’ satisfaction with our solution, competition, pricing, and overall changes in our customers’ IT spending levels.
Driving Preference and Share of System Integrators, Value-Added Resellers, and Business Consultants Selling the Value Propositions and Capabilities of Digital Transformation
We are focused on maintaining and growing our ecosystem of partners that build, train, and certify skills in our technology as well as deploy our technology on behalf of their customers. We have built a global partner ecosystem of systems integrators, value-added resellers, business consultants, technology partners, and public cloud vendors. Our partner network includes, among others, Accenture LLP, Capgemini SE, Cognizant Technology Solutions Corporation, Deloitte, EY, Infosys Limited, International Business Machines Corporation, PwC, Tata Consultancy Services Limited, and Wipro Limited. We provide a tiering recognition through Diamond, Gold, Silver, and Registered levels for partners that meet competency requirements and deliver and maintain a tiered number of satisfied customers. In May 2020, we launched the UiPath Services Network program to recognize an elite network of partners accredited with advanced delivery skills. We also offer a professional services capability that augments our partners’ efforts where necessary. Our ability to grow our partnership base depends on the competitiveness of our platform and the profitability of our relationship for our partners and potential partners. Further, we form strategic alliances, under which we license our software to a third-party alliance partner and contemporaneously agree to partner together to drive future sales of our products to customers as the third-party alliance partners create or expand their RPA managed service solutions.
Sustaining Innovation and Automation Leadership
Our success is dependent on our ability to sustain innovation and automation leadership in order to maintain our competitive advantage. We believe that we have built a differentiated automation platform and intend to continually increase the value we provide to our customers by investing in extending the capabilities of our platform. We have made and plan to continue to make significant investments in research and development to bolster our existing technology and enhance usability to improve our customers’ productivity. In May 2021, we released version 21.4 of the UiPath Platform. Innovations included the all-new Automation Ops, designed to help customers manage and govern high scale deployments of the UiPath Studio family of products and Attended Robots enterprise-wide. New AI-powered capabilities were also introduced to speed the discovery and prioritization of processes to automate, led by the general availability of Task Mining. In November 2021, we released version 21.10 of the UiPath Platform. Innovations in this release included UiPath Integration Service, which delivers API automation to help companies optimize the technologies they already have. Additionally, the introduction of Robot Auto-healing allows for the detection and remediation of robot issues without human intervention, and a host of other new features make our platform simpler, faster, and more gratifying for developers and end users. In May 2022, we released version 22.4 of the UiPath Platform. This release introduces new SaaS robots hosted in the UiPath Automation Cloud™, which allow customers to deploy unattended robots instantly without IT, resources, or infrastructure. Other improvements include a larger library of ready-to-go automations, upleveled security and governance, and support for macOS.
We also collaborate with other leading technology companies to develop integrations that simplify the interoperability of our platform with their technology. Examples of integrations available to our customers include integrations with offerings from Amazon Web Services Inc., Adobe Inc., Alteryx Inc., Atlassian Corp Plc, Box, Inc., Crowdstrike Inc., DocuSign Inc., Microsoft Corporation, Oracle Corporation, Qlik Technologies Inc., Salesforce.com, Inc., SAP SE, ServiceNow, Inc., Snowflake, Inc., and Workday, Inc. These pre-built integrations can accelerate the adoption of our platform within our customers’ environments and speed the creation of automations that span multiple technologies.
We also maintain partnerships with leading cloud vendors, such as Amazon Web Services Inc., Google Inc., and Microsoft Corporation, to both simplify the deployment of our platform and extend our platform to offer
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customers the benefits of cloud-based AI capabilities. We are focused on maintaining and growing our ecosystem of partners to continue to expand our market presence and drive greater sales efficiencies.
In addition, we intend to continue to evaluate strategic acquisitions and investments in businesses and technologies to drive product and market expansion. For example, in March 2021, we acquired Cloud Elements, a provider of a leading API integration platform for SaaS application providers and the digital enterprise. This acquisition brings technology and an experienced team, which we believe will accelerate our technology roadmap in areas such as native integrations and system event automation triggers. 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, UiPath gains 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.
Our future success is dependent on our ability to successfully develop, market, and sell existing and new products to both new and existing customers and maintain and expand our relationships with leading technology partners.
Continuing to Invest to Grow and Scale Our Business
We are focused on driving our growth potential over the long term. We believe that our market opportunity is substantial. We intend to continue to invest to grow our operations globally over time. We have a history of introducing successful new products and capabilities on our platform and we believe these investments will contribute to our long-term growth. We are committed to leveraging our scale and exercising disciplined resource allocation to ensure sustainable and profitable growth.
Components of Results of Operations
Revenue
We derive revenue from the sale of software licenses for use of our proprietary software, maintenance and support for our licenses, right to access certain software products we host (i.e., SaaS), and professional services. We offer a comprehensive range of automation solutions via a suite of interrelated software offerings. Customers can license our software and deploy our platform on-premises, in a public or private cloud, or in a hybrid environment. In addition, we offer a managed, multi-tenant, SaaS version of certain products (i.e., our SaaS products), which enables our customers to begin automating without the need to provision infrastructure, install applications or perform additional configurations. We also offer maintenance and support, training, and implementation services to our customers to facilitate their adoption of our platform.
In fiscal 2021, we began offering both hybrid solutions and SaaS products. Hybrid solutions are comprised of three performance obligations, consisting of a term license, maintenance and support, and SaaS.
During the third quarter of fiscal 2022, maintenance and support revenue was renamed subscription services revenue, and services and other revenue was renamed professional services and other revenue. We believe that that the new captions better reflect the composition of the revenue streams included in these line items on the condensed consolidated statements of operations.
Licenses
We primarily sell term licenses, which provide customers the right to use software for a specified period of time. From time to time, we also sell perpetual licenses that provide customers the right to use software for an indefinite period of time. For both types of licenses, revenue 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
Subscription services revenue consists of maintenance and support revenue generated through technical support and the provision of unspecified updates and upgrades on a when-and-if-available basis for both term and perpetual license arrangements. Maintenance and support for perpetual licenses is renewable, generally on an
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annual basis, at the option of the customer. Maintenance and support represents a stand-ready obligation for which revenue is recognized ratably over the term of the arrangement.
Subscription services revenue also consists of revenue related to our SaaS products, including those sold as part of our hybrid offerings. Our SaaS products are stand-ready obligations to provide access to our software, and the associated revenue is recognized ratably over the contractual period of the arrangement beginning when or as control of the promised service begins to transfer to the customer.
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 capitalized software development costs, direct costs related to third-party software resales, 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 cloud-based software and services become a larger percentage of our total revenue, we expect the cloud offering to impact the timing of our recognition of revenue as well as impact our operating margins due to an increase in 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. Overhead is allocated to cost of professional services and other revenue based on applicable headcount. We recognize these expenses as they are incurred. We expect cost of professional services and other revenue to continue to increase in absolute dollars for the foreseeable 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. During fiscal years 2022 and 2021, certain operating expenses, such as travel and entertainment, decreased, primarily as a result of the COVID-19 pandemic. We have begun permitting travel and in-person meetings and events, and expect a resumption of travel and entertainment and related expenses during the remainder of fiscal year 2023, although the timing and magnitude of these expenses will depend on a number of factors including the trend of the pandemic and potential changes to travel restrictions and stay-at-home orders.
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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. Similar to travel and entertainment, trade show expenses decreased in fiscal year 2021 and through the first half of fiscal year 2022 as a result of the COVID-19 pandemic. We have since seen trade show expenses resume. We expect that our sales and marketing expenses will increase in absolute dollars but decrease as a percentage of our total revenue over the long term. Our sales and marketing expenses may fluctuate as a percentage of our total revenue from period to period due to the timing and extent of these 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. 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 our total revenue from period to period due to the timing and extent of these expenses.
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 including charitable contributions in connection with our Pledge 1% commitment, and allocated overhead. We expect that our general and administrative expenses will increase in absolute dollars for the foreseeable future, but will decrease as a percentage of our total revenue as our revenue grows over the longer term. Our general and administrative expenses may fluctuate as a percentage of our revenue from period to period due to the timing and extent of these expenses.
Interest Income
Interest income consists of interest income earned on our cash deposits, cash and cash equivalents balances, and marketable securities.
Other Expense, Net
Other expense, net primarily consists of foreign exchange gains and losses.
Provision For Income Taxes
Provision for income taxes consists mainly of income taxes in certain foreign jurisdictions in which we conduct business. We maintain a full valuation allowance on our U.S. federal and state, Romanian, and U.K. deferred tax assets as we have concluded that it is more likely than not that these deferred tax assets 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.
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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,
  2022 2021 2022 2021
  (in thousands) (in thousands)
Revenue:    
Licenses $ 103,696  $ 95,547  $ 220,700  $ 195,763 
Subscription services 124,656  90,319  240,150  167,961 
Professional services and other 13,870  9,655  26,438  18,014 
Total revenue 242,222  195,521  487,288  381,738 
Cost of revenue:    
Licenses (1)
2,170  2,434  4,707  4,888 
Subscription services (1)(2)(3)
22,326  12,238  43,371  26,417 
Professional services and other (2)(3)
20,080  20,922  41,514  53,299 
Total cost of revenue 44,576  35,594  89,592  84,604 
Gross profit 197,646  159,927  397,696  297,134 
Operating expenses:    
Sales and marketing (1)(2)(3)
181,547  144,268  371,329  350,019 
Research and development (2)(3)
67,849  57,646  136,539  150,686 
General and administrative (1)(2)(3)
68,443  55,834  125,973  130,249 
Total operating expenses 317,839  257,748  633,841  630,954 
Operating loss (120,193) (97,821) (236,145) (333,820)
Interest income 4,505  766  5,496  1,707 
Other expense, net (600) (1,225) (3,411) (4,443)
Loss before income taxes (116,288) (98,280) (234,060) (336,556)
Provision for income taxes 4,090  1,746  8,879  3,133 
Net loss $ (120,378) $ (100,026) $ (242,939) $ (339,689)
(1) Includes amortization of acquired intangible assets as follows:
Cost of licenses revenue $ 562  $ 636  $ 1,158  $ 1,282 
Cost of subscription services revenue 330  330  660  440 
Sales and marketing 413  427  827  588 
General and administrative 46  —  92  — 
Total amortization of acquired intangible assets $ 1,351  $ 1,393  $ 2,737  $ 2,310 
(2) Includes stock-based compensation expense as follows:
Cost of subscription services revenue $ 2,841  $ 1,657  $ 6,057  $ 7,871 
Cost of professional services and other revenue 2,528  3,904  6,402  22,835 
Sales and marketing 35,889  41,006  86,647  160,299 
Research and development 23,501  23,978  50,124  89,594 
General and administrative 23,493  22,068  40,476  62,849 
Total stock-based compensation expense $ 88,252  $ 92,613  $ 189,706  $ 343,448 
(3) Includes employer payroll tax expense related to equity transactions as follows:
Cost of subscription services revenue $ 62  $ 186  $ 146  $ 186 
Cost of professional services and other revenue 62  1,079  141  1,079 
Sales and marketing 1,202  8,364  2,629  8,679 
Research and development 320  325  801  325 
General and administrative 186  590  363  590 
Total employer payroll tax expense related to equity transactions $ 1,832  $ 10,544  $ 4,080  $ 10,859 
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  Three Months Ended July 31, Six Months Ended July 31,
  2022 2021 2022 2021
  (as a percentage of revenue) (as a percentage of revenue)
Revenue:    
Licenses 43  % 49  % 45  % 51  %
Subscription services 51  % 46  % 49  % 44  %
Professional services and other % % % %
Total revenue 100  % 100  % 100  % 100  %
Cost of revenue:    
Licenses % % % %
Subscription services % % % %
Professional services and other % 11  % % 14  %
Total cost of revenue 18  % 18  % 18  % 22  %
Gross profit 82  % 82  % 82  % 78  %
Operating expenses:    
Sales and marketing 75  % 74  % 76  % 92  %
Research and development 28  % 29  % 28  % 39  %
General and administrative 29  % 29  % 26  % 34  %
Total operating expenses 132  % 132  % 130  % 165  %
Operating loss (50) % (50) % (48) % (87) %
Interest income % —  % % —  %
Other expense, net —  % —  % (1) % (1) %
Loss before income taxes (48) % (50) % (48) % (88) %
Provision for income taxes % % % %
Net loss (50) % (51) % (50) % (89) %
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Comparison of the Three Months Ended July 31, 2022 and 2021
Revenue
Three Months Ended July 31,
2022 2021 Change Change %
(dollars in thousands)
Licenses $ 103,696  $ 95,547  $ 8,149  %
Subscription services 124,656  90,319  34,337  38  %
Professional services and other 13,870  9,655  4,215  44  %
Total revenue $ 242,222  $ 195,521  $ 46,701  24  %
Total revenue increased by $46.7 million, or 24%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021, primarily due to a $34.3 million increase in subscription services revenue and an $8.1 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, approximately 38% was attributable to new customers and the remainder 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 by new sales in the current period.
Cost of Revenue and Gross Margin
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Licenses $ 2,170  $ 2,434  $ (264) (11) %
Subscription services 22,326  12,238  10,088  82  %
Professional services and other 20,080  20,922  (842) (4) %
Total cost of revenue $ 44,576  $ 35,594  $ 8,982  25  %
Gross Margin 82  % 82  %    

Total cost of revenue increased by $9.0 million, or 25%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021, mainly due to an increase in cost of subscription services revenue. The increase in cost of subscription services revenue was primarily driven by a $6.4 million increase in personnel-related expenses, which included a $4.5 million increase in salary-related and bonus expenses, mainly driven by increased headcount, a $1.2 million increase in stock-based compensation, and a $0.7 million increase in other payroll expenses. Cost of subscription services revenue was also impacted by a $2.9 million increase in hosting costs and software services due to increased usage. The decrease in cost of professional services and other revenue was driven by a $3.7 million decrease in personnel-related expenses, which included a $1.4 million decrease in stock-based compensation, a $1.3 million decrease in salary-related expenses, and a $1.0 million decrease in employer payroll tax related to employee equity transactions. These decreases were partially offset by a $2.5 million increase in costs associated with the use of third-party vendors to deliver professional services to our customers.
For the three months ended July 31, 2022, our gross margin of 82% remained constant compared to the three months ended July 31, 2021.
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Operating Expenses
Sales and Marketing
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Sales and marketing $ 181,547  $ 144,268  $ 37,279  26  %
Percentage of revenue 75  % 74  %    
Sales and marketing expense increased by $37.3 million, or 26%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021. The increase was primarily attributable to a $15.0 million increase in personnel-related expenses, which included a $14.5 million increase in salary-related expenses, mainly driven by increased headcount, a $10.2 million increase in employee termination benefits related to our restructuring actions beginning in the second quarter of fiscal 2023, a $3.0 million increase in employee benefit costs, and a $1.9 million increase in general employee severance. These costs were partially offset by a $5.1 million decrease in stock-based compensation, largely driven by forfeitures, a $7.2 million decrease in employer payroll tax expense related to equity transactions, and a $1.4 million decrease in other performance bonuses. Sales and marketing expense was also impacted by a $7.8 million increase in sales commission expense as a result of lower additions to and higher amortization of deferred contract acquisition costs, an $8.7 million aggregate increase in brand marketing and travel expenses due to the resumption of in-person events, a $2.5 million increase in third-party consulting fees and strategic partnerships, a $1.2 million increase in rent expense, and a $1.2 million increase in sales-related software expenses.
Research and Development
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Research and development $ 67,849  $ 57,646  $ 10,203  18  %
Percentage of revenue 28  % 29  %    
Research and development expense increased by $10.2 million, or 18%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021. The increase was primarily attributable to a $6.6 million increase in personnel-related expenses, mainly driven by increased headcount. Research and development expense was also impacted by a $2.0 million increase in hosting and software service expenses, an increase of $0.7 million in third-party consulting fees, and a $0.5 million increase in travel expenses.
General and Administrative
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
General and administrative $ 68,443  $ 55,834  $ 12,609  23  %
Percentage of revenue 29  % 29  %    
General and administrative expense increased by $12.6 million, or 23%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021. The increase was primarily attributable to a $4.4 million increase in charitable donations, mainly driven by our contribution of Class A common shares to a donor-advised fund in connection with our Pledge 1% commitment. General and administrative expense was also impacted by a $3.3 million increase in personnel-related expenses, mainly driven by increased headcount, which included a $1.4 million increase in stock-based compensation. A $2.2 million increase in travel expenses, a $1.6 million increase in software service expenses, and a $1.1 million aggregate increase in rent, third-party consulting fees, and miscellaneous administrative costs also contributed to the overall increase in general and administrative expense.
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Interest Income
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Interest income $ 4,505  $ 766  $ 3,739  488  %
Percentage of revenue % —  %    
Interest income increased by $3.7 million, or 488%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021 as a result of a period-over-period increase in interest rates on marketable securities.
Other Expense, Net
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Other expense, net $ (600) $ (1,225) $ 625  (51) %
Percentage of revenue —  % —  %    
Other expense, net decreased by $0.6 million, or 51%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021. The decrease was primarily attributable to greater sublease income recognized in the current period and greater foreign currency transaction losses incurred in the prior period.
Provision For Income Taxes
  Three Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Provision for income taxes $ 4,090  $ 1,746  $ 2,344  134  %
Percentage of revenue % %    
Provision for income taxes increased by $2.3 million, or 134%, for the three months ended July 31, 2022 compared to the three months ended July 31, 2021. The increase in tax expense is driven primarily by higher foreign tax expenses resulting from higher year-over-year earnings in certain foreign jurisdictions as we continue to scale internationally.
Comparison of the Six Months Ended July 31, 2022 and 2021
Revenue
Six Months Ended July 31,
2022 2021 Change Change %
(dollars in thousands)
Licenses $ 220,700  $ 195,763  $ 24,937  13  %
Subscription services 240,150  167,961  72,189  43  %
Professional services and other 26,438  18,014  8,424  47  %
Total revenue $ 487,288  $ 381,738  $ 105,550  28  %
Total revenue increased by $105.6 million, or 28%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021, primarily due to a $72.2 million increase in subscription services revenue and a $24.9 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, approximately 31% was attributable to new customers and the remainder 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 by new sales in the current period.
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Cost of Revenue and Gross Margin
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Licenses $ 4,707  $ 4,888  $ (181) (4) %
Subscription services 43,371  26,417  16,954  64  %
Professional services and other 41,514  53,299  (11,785) (22) %
Total cost of revenue $ 89,592  $ 84,604  $ 4,988  %
Gross Margin 82  % 78  %    
Total cost of revenue increased by $5.0 million, or 6%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021, mainly 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 $10.2 million increase in personnel-related expenses, which included an $11.9 million increase in salary and payroll-related expenses, mainly driven by increased headcount, partially offset by a $1.8 million decrease in stock-based compensation, mostly resulting from the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022. Cost of subscription services revenue was also impacted by a $5.4 million increase in hosting costs and third-party professional services and a $0.6 million increase in depreciation and amortization expense. The decrease in cost of professional services and other revenue was primarily driven by a $19.2 million decrease in personnel-related expenses, which included a $16.4 million decrease in stock-based compensation expense as a result of the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022 and a $0.9 million decrease in employer payroll tax expense related to equity transactions. These decreases were partially offset by a $7.2 million increase in costs associated with the use of third-party vendors to deliver professional services to our customers.
Our gross margin increased to 82% for the six months ended July 31, 2022 compared to 78% for the six months ended July 31, 2021, primarily due to lower stock-based compensation expense as a result of the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022.
Operating Expenses
Sales and Marketing
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Sales and marketing $ 371,329  $ 350,019  $ 21,310  %
Percentage of revenue 76  % 92  %    
Sales and marketing expense increased by $21.3 million, or 6%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021. This increase was primarily attributable to a $17.5 million increase in sales commission expense, a $17.4 million aggregate increase in brand marketing and travel expenses due to the resumption of in-person events and user conferences, and a $2.3 million increase in hosting and software services costs. Sales and marketing expense was also impacted by a $5.8 million increase in third-party consulting fees and strategic partnerships, a $2.2 million increase in rent expense, and a $2.2 million increase in depreciation and amortization. These increases were partially offset by a $26.0 million decrease in personnel-related expenses, which included a $73.4 million decrease in stock-based compensation, mostly resulting from the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022, and a $5.7 million decrease in employer payroll tax expense related to equity transactions, partially offset by a $32.9 million increase in salary-related expenses, largely due to increased headcount, a $10.2 million increase in employee termination benefits related to our restructuring actions beginning in the second quarter of fiscal 2023, a $6.2 million increase in employee benefit costs, and a $3.3 million increase in general employee severance.
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Research and Development
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Research and development $ 136,539  $ 150,686  $ (14,147) (9) %
Percentage of revenue 28  % 39  %    
Research and development expense decreased by $14.1 million, or 9%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021. The decrease was primarily attributable to a $22.2 million decrease in personnel-related expenses, which included a $39.5 million decrease in stock-based compensation, mostly resulting from the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022, partially offset by a $13.2 million increase in salary-related expenses, which was largely due to increased headcount. Research and development expense was also impacted by a $5.1 million increase in third-party software service and hosting costs, a $1.4 million increase in third-party consulting fees, and a $0.7 million increase in travel costs.
General and Administrative
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
General and administrative $ 125,973  $ 130,249  $ (4,276) (3) %
Percentage of revenue 26  % 34  %    
General and administrative expense decreased by $4.3 million, or 3%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021. This decrease was primarily attributable to an $18.0 million decrease in personnel-related expenses, which included a $22.3 million decrease in stock-based compensation, mostly resulting from the satisfaction of IPO-related performance conditions for RSUs during the first half of fiscal 2022, partially offset by a $4.3 million increase in salary-related expenses, which was largely due to increased headcount. General and administrative expense was also impacted by a $2.5 million decrease in third-party consulting fees. These decreases were partially offset by a $4.5 million increase in charitable donations, mainly driven by our contribution of Class A common shares to a donor-advised fund during the second quarter of fiscal 2023 in connection with our Pledge 1% commitment, a $3.3 million increase in software service expense, a $2.8 million increase in insurance expenses, and a $5.5 million aggregate increase in travel costs, bad debt expense, depreciation and amortization, and other tax expense.
Interest Income
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Interest income $ 5,496  $ 1,707  $ 3,789  222  %
Percentage of revenue % —  %    
Interest income increased by $3.8 million, or 222%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021 as a result of a period-over-period increase in interest rates on marketable securities.
Other Expense, Net
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Other expense, net $ (3,411) $ (4,443) $ 1,032  (23) %
Percentage of revenue (1) % (1) %    
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Other expense, net decreased by $1.0 million, or 23%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021. The decrease was primarily attributable to greater sublease income recognized in the current period.
Provision For Income Taxes
  Six Months Ended July 31,    
  2022 2021 Change Change %
  (dollars in thousands)
Provision for income taxes $ 8,879  $ 3,133  $ 5,746  183  %
Percentage of revenue % %    
Provision for income taxes increased by $5.7 million or 183%, for the six months ended July 31, 2022 compared to the six months ended July 31, 2021. The increase in tax expense was primarily driven by higher foreign tax expenses resulting from higher year-over-year earnings of our cost-plus margin entities in certain foreign jurisdictions as we continue to scale internationally.
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 funding our operations, investing in capital expenditures, and engaging in various business acquisitions. As of July 31, 2022, our principal sources of liquidity were cash, cash equivalents, and marketable securities totaling $1,723.9 million, and we had an accumulated deficit of $1,738.9 million. During the six months ended July 31, 2022, we reported a net loss of $242.9 million, and net cash used in operations of $76.6 million.
Our future capital requirements will depend on many factors, including our revenue growth rate, our product sales, 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 additional capital expenditures to invest in existing and new office spaces. We may, in the future, continue to 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, cash equivalents, marketable securities, payments from customers, and borrowing capacity 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 a $200.0 million senior secured revolving credit facility (the "Credit Facility") with HSBC Ventures USA Inc., Silicon Valley Bank, Sumitomo Mitsui Banking Corporation, and Mizuho Bank, LTD, with a maturity date of October 30, 2023. 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. We may use the proceeds of future borrowings under the Credit Facility for refinancing other indebtedness, working capital, capital expenditures and other general corporate purposes, including permitted business acquisitions.
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, 2022, we had no outstanding debt under the Credit Facility.
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Cash Flows
The following table summarizes our cash flows for the periods presented:
  Six Months Ended July 31,
2022 2021
(in thousands)
Net cash used in operating activities (1)
$ (76,621) $ (23,523)
Net cash (used in) provided by investing activities $ (44,449) $ 21,921 
Net cash (used in) provided by financing activities $ (37,153) $ 1,451,953 
(1) Inclusive of:
Payments for employer payroll taxes related to employee equity transactions $ (4,953) $ (9,064)
Net (payments) receipts of employee tax withholdings on stock option exercises $ (5,664) $ 4,726 
Cash paid for restructuring costs $ (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 our licenses, 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 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 bonuses paid in the first quarter of fiscal 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, which were approximately 28% higher than during the six months ended July 31, 2021.
Net cash used in operating activities for the six months ended July 31, 2021 of $23.5 million was driven by cash payments for operating expenditures, primarily associated with the compensation of our teams, including year-end fiscal 2021 sales commissions and bonuses paid in the first quarter of fiscal 2022. Other cash operating expenditures included payments for professional services, software, and office rent.
Investing Activities
Net cash used in investing activities for the six months ended July 31, 2022 of $44.4 million was 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, $16.3 million in capital expenditures, and $0.5 million in other investing outflows. These cash outflows were partially offset by $47.4 million in maturities of marketable securities.
Net cash provided by investing activities for the six months ended July 31, 2021 of $21.9 million was driven by $126.0 million in sales and maturities of marketable securities. This was partially offset by $94.2 million in purchases of marketable securities, $5.5 million in cash consideration associated with the acquisition of Cloud Elements, which is presented net of cash acquired, and $3.6 million in capital expenditures.
Financing Activities
Net cash used in financing activities for the six months ended July 31, 2022 of $37.2 million was primarily driven by payments of tax withholdings on the 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 exercised stock options, partially offset by proceeds from employee stock purchase plan contributions of $8.5 million and proceeds from the exercise of stock options of $4.7 million.
Net cash provided by financing activities for the six months ended July 31, 2021 of $1,452.0 million was primarily driven by $749.8 million in net proceeds from our issuance of Series F convertible preferred stock, $692.4
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million in net proceeds from our IPO after deducting underwriting expenses and commissions, net receipts of tax withholdings on sell-to-cover equity award transactions of $9.5 million, proceeds from employee stock purchase plan contributions of $6.9 million, and proceeds from the exercise of stock options of $6.7 million, partially offset by payments of tax withholdings on the net settlement of equity awards of $9.6 million and payments of costs related to our IPO of $3.7 million.
Material Cash Requirements
During the three and six months ended July 31, 2022, we made commitments to purchase $138.1 million of cloud infrastructure services from a third-party vendor and $35.8 million of service credits from third-party alliance partners. 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 three and six months ended July 31, 2022 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 2022 Form 10-K.
Critical Accounting Estimates
There have been no material changes to our critical accounting estimates as compared to those disclosed in the 2022 Form 10-K.
JOBS Act Accounting Election
We are an emerging growth company, as defined in the Jumpstart Our Business Startups Act (the "JOBS Act"), and, for so long as we continue to be an emerging growth company, we may take advantage of certain exemptions from various reporting requirements that are applicable to other public companies that are not emerging growth companies including, but not limited to, not being required to comply with the auditor attestation requirements of Section 404 of the Sarbanes-Oxley Act of 2002, reduced disclosure obligations regarding executive compensation in our periodic reports and proxy statements and exemptions from the requirements of holding a nonbinding advisory vote on executive compensation and shareholder approval of any golden parachute payments not previously approved. In addition, pursuant to Section 107 of the JOBS Act, as an emerging growth company, we have elected to take advantage of the extended transition period for complying with new or revised accounting standards until those standards would otherwise apply to private companies until the earlier of the date we (1) are no longer an emerging growth company or (2) affirmatively and irrevocably opt out of the extended transition period provided in the JOBS Act. As a result, our financial statements may not be comparable to companies that comply with new or revised accounting pronouncements as of public company effective dates.
Because the market value of our Class A common stock held by non-affiliates exceeded $700 million as of July 31, 2022, we will be deemed a “large accelerated filer” under the Securities Exchange Act of 1934, as amended (the “Exchange Act”), as of January 31, 2023. Therefore, as of January 31, 2023, we will no longer qualify as an emerging growth company.
As a large accelerated filer, we will be subject to certain disclosure and compliance requirements that apply to other public companies but did not previously apply to us due to our status as an emerging growth company. These requirements include, but are not limited to:
• the requirement that our independent registered public accounting firm attest to the effectiveness of our internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act of 2002 (the “Sarbanes-Oxley Act”);
• compliance with any requirement that may be adopted by the Public Company Accounting Oversight Board regarding mandatory audit firm rotation or a supplement to the auditors’ report providing additional information about the audit and the financial statements;
• the requirement that we provide full and more detailed disclosures regarding executive compensation; and
• the requirement that we hold a non-binding advisory vote on executive compensation and obtain shareholder approval of any golden parachute payments not previously approved.
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We expect that compliance with the additional requirements of being a large accelerated filer will increase our legal and financial compliance costs and cause management and other personnel to divert attention from operational and other business matters to devote substantial time to public company reporting requirements.
Recent Accounting Pronouncements
See Note 2, Summary of Significant Accounting Policies—Recently Adopted Accounting Pronouncements and —Recently Issued Accounting Pronouncements, included in Part I, Item 1 of this Quarterly Report on Form 10-Q for more information.
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, 2022, we had $1,607.4 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 $116.6 million of marketable securities, consisting of corporate bonds, commercial paper, and municipal bonds. 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, 2022, 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, 2022.
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 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 $22.6 million for the six months ended July 31, 2022. During the six months ended July 31, 2022, approximately 53% of our revenues and approximately 35% of our expenses were denominated in non-U.S. dollar currencies. For the six months ended July 31, 2022 we recognized net foreign currency transaction losses of $2.2 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.
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, 2022.
Changes in Internal Control Over Financial Reporting
During the three and six months ended July 31, 2022, no material 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
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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 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 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 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 2022 Form 10-K, including the disclosure under Part I, Item 1A, "Risk Factors,” which, along with risks described in this report, are risks we believe could materially affect the Company’s business, financial condition and future results. These are not the only risks facing the Company. Other risks and uncertainties we are not currently aware of or that we currently consider immaterial also may materially adversely affect the Company’s business, financial condition and future results. Risks we have identified but currently consider immaterial could still materially adversely affect the Company’s business, financial condition and future results if our assumptions about those risks are incorrect or if circumstances change.
There were no material changes during the period covered in this report to the risk factors previously disclosed in Part I, Item 1A of the 2022 Form 10-K, except as follows:
Risks Related to Our Business, Products, Operations, and Industry
If we fail to retain and motivate members of our management team or other key employees or to integrate new team members, execute management transitions, or fail to attract qualified personnel to support our business our future growth prospects could be harmed.
Our success and future growth depend largely upon the continued services of our executive officers, particularly Daniel Dines, our Co-Chief Executive Officer, Co-Founder, and Chairman, as well as our other key employees in the areas of research and development and sales and marketing. Additionally, many members of our management team have been with us for a short period of time, including Chris Weber, our Chief Business Officer, who joined us in April 2022, Robert Enslin, our Co-Chief Executive Officer who joined us in May 2022 and Brigette McGinnis Day, our Chief People Officer, who joined us in August 2022. From time to time, there have been and may continue to be changes in our executive management team or other key employees resulting from the hiring or the departure of these personnel. Our executive officers and other key employees are employed on an at-will basis, which means that these personnel could terminate their employment with us at any time. The loss of one or more of our executive officers, or the failure by our executive team to effectively work with our employees and lead our company, could harm our business. We also are dependent on the continued service of our existing software engineers because of the complexity of our products and platform capabilities.
In addition, competition for these personnel is intense, especially for engineers experienced in designing and developing RPA, AI, and machine learning ("ML") applications, and experienced sales professionals. From time to time, we have experienced, and we expect to continue to experience, difficulty in hiring and retaining employees with appropriate qualifications. We completed our initial public offering ("IPO") in April 2021. Potential candidates may not perceive our compensation package, including our equity awards, as favorably as employees hired in the past given the recent volatility of our class A common stock and in the public markets. In addition, our recruiting personnel, methodology, and approach has been and may in the future need to be altered to address a changing candidate pool and profile. We may not be able to identify or implement such changes in a timely manner.
Many of the companies with which we compete for experienced personnel have greater resources than we have. If we hire employees from competitors or other companies, their former employers have and may attempt to assert that these employees or we have breached their legal obligations, resulting in a diversion of our time and resources. In addition, prospective and existing employees often consider the value of the equity awards they receive in connection with their employment. As our employees' perception of our equity awards has declined and may decline from time to time due to the lower price of our class A common stock, if the class A common stock continues to experience significant volatility, or increases such that prospective employees believe there is limited upside to the value of our equity awards, it may adversely affect our ability to recruit and retain key employees. If we fail to attract new personnel or fail to retain and motivate our current personnel, our business and future growth prospects would be harmed.
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Unfavorable macroeconomic conditions, including those caused by inflation, the Russian military operations and related geopolitical situation in Ukraine, or reductions in IT spending, could limit our ability to grow our business and negatively affect our results of operations.
Our results of operations may vary based on the impact of changes in our industry or the macroeconomic environment on us or our customers and potential customers. Negative macroeconomic conditions both in the United States and abroad, including conditions resulting from changes in gross domestic product growth, labor shortages, supply chain disruptions, inflationary pressures, financial and credit market fluctuations, international trade relations and/or the imposition of trade tariffs, political turmoil, natural catastrophes, regional or global outbreaks of contagious diseases, such as the ongoing COVID-19 pandemic, warfare and terrorist attacks on the United States, Europe, the Asia Pacific region or elsewhere, has and could continue to cause a decrease in business investments, including spending on information technology, disrupt the timing and cadence of key industry and marketing events and otherwise could materially and adversely affect the growth of our business.
For example, these types of unfavorable conditions have in the past and could in the future disrupt the timing of and attendance at key industry events, which we rely upon in part to generate sales of our products. If those events are disrupted in the future, our marketing investments, sales pipeline, and ability to generate new customers and sales of our products could be negatively and adversely affected. In addition, the increased pace of consolidation in certain industries may result in reduced overall spending on our products. Further, to the extent there is a general economic downturn and our platform is perceived by customers and potential customers as costly, or too difficult to deploy or migrate to, our revenue may be disproportionately affected by delays or reductions in general IT spending. We cannot predict the timing, strength, or duration of any economic slowdown, instability, or recovery, generally or within any particular industry. If the economic conditions of the general economy or markets in which we operate worsen from present levels, our business, results of operations, and financial condition could be adversely affected.
Geopolitical risks, including those arising from trade tension and/or the imposition of trade tariffs, terrorist activity or acts of civil or international hostility, are increasing. Similarly, the ongoing military conflict between Russia and Ukraine has created extreme volatility in the global capital markets and is expected to have further global economic consequences, including disruptions of the global supply chain and energy markets. Further, other events outside of our control, including natural disasters, climate change-related events, pandemics (such as the COVID-19 pandemic) or health crises may arise from time to time and be accompanied by governmental actions that may increase international tension. Any such events and responses, including regulatory developments, may cause significant volatility and declines in the global markets, disproportionate impacts to certain industries or sectors, disruptions to commerce (including to economic activity, travel and supply chains), loss of life and property damage, and may materially and adversely affect the global economy or capital markets, as well as our business and results of operations.
Additionally, the global economy, including credit and financial markets, has experienced extreme volatility and disruptions, including severely diminished liquidity and credit availability, declines in consumer confidence, declines in economic growth, increases in unemployment rates, increases in inflation rates, higher interest rates and uncertainty about economic stability. As a result of these factors, our revenues may be affected by both decreased customer acquisition and lower than anticipated revenue growth from existing customers. For example, the COVID-19 pandemic resulted in widespread unemployment, resignations, economic slowdown and extreme volatility. Similarly, the ongoing military conflict between Russia and Ukraine has created extreme volatility in the global capital markets and is expected to have further global economic consequences, including disruptions of the global supply chain and energy markets. Any such volatility and disruptions may have material and adverse consequences on us, the third parties on whom we rely or our customers. Increased inflation rates can adversely affect us by increasing our costs, including labor and employee benefit costs. Any significant increases in inflation and related increase in interest rates could have a material and adverse effect on our business, financial condition or results of operations.
Further, to the extent there is a sustained general economic downturn and our software is perceived by customers and potential customers as costly, or too difficult to deploy or migrate to, our revenue may be disproportionately affected by delays or reductions in general information technology spending. Also, competitors, many of whom are larger and more established than we are, may respond to market conditions by lowering prices and attempting to lure away our customers. In addition, the increased pace of consolidation in certain industries may result in reduced overall spending on our subscription offerings and related services. We cannot predict the timing, strength or duration of any economic slowdown, instability or recovery, generally or within any particular
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industry. If the economic conditions of the general economy or markets in which we operate worsen from present levels, our business, results of operations and financial condition could be materially and adversely affected.
We may not be able to successfully manage our growth and, if we are not able to grow efficiently, we may not be able to reach or maintain profitability, and our business, financial condition, and results of operations could be harmed.
We have experienced, and may continue to experience, rapid growth and organizational change, which has placed, and may continue to place, significant demands on our management and our operational and financial resources. Actions we may decide to take in the future in our attempt to achieve profitability may not be successful in yielding our intended results and may not appropriately address either or both of the short-term and long-term strategy of our business. Implementation of a go forward plan and any other cost-saving initiatives, including possible future restructuring efforts, may be costly and disruptive to our business, the expected costs and charges may be greater than forecasted, and the estimated cost savings may be lower than forecasted. Finally, our organizational structure is becoming more complex as we improve our operational, financial and management controls as well as our reporting systems and procedures. If we fail to manage our anticipated growth, company personnel transitions and change in a manner that preserves the key aspects of our corporate culture, our employee retention may suffer, which could negatively affect our products, brand and reputation and harm our ability to retain and attract customers and employees.
In addition, as we expand our business, it is important that we continue to maintain a high level of customer service and satisfaction. If we are not able to continue to provide high levels of customer service, our reputation, as well as our business, results of operations and financial condition, could be harmed. As usage of our platform capabilities grow, we will need to continue to devote additional resources to improving and maintaining our infrastructure and integrating with third-party applications. In addition, we have and will continue to need to continue to appropriately scale our internal business systems and our services organization, including customer support and professional services, to serve our growing customer base. Failure of or delay in these continuing efforts could result in impaired system performance and reduced customer satisfaction, resulting in decreased sales to new customers, lower dollar-based net retention rates, the issuance of service credits, or requested refunds, which would hurt our revenue growth and our reputation. Even if we are successful in our expansion efforts, they will be expensive and complex, and require the dedication of significant management time and attention. We have faced and could continue to face inefficiencies or service disruptions as a result of our efforts to scale our internal infrastructure. We cannot be sure that the expansion of and improvements to our internal infrastructure will be effectively implemented on a timely basis, if at all, and such failures could harm our business, financial condition, and results of operations.
We have a history of operating losses and have not been profitable in the past. We may not be able to reach and maintain profitability in the future.
While we have experienced significant revenue growth in recent periods, and have not been profitable in prior fiscal years, we are not certain whether we will obtain a high enough volume of sales to sustain or increase our growth or reach and maintain profitability in the future. We also expect our costs and expenses to increase in future periods, which could negatively affect our future results of operations if our revenue does not increase. In particular, we intend to continue to expend significant funds to further develop our platform, including by introducing new products and functionality, and to expand our inside sales team and enterprise sales force to drive new customer adoption, expand use cases and integrations, and support international expansion. In particular, we have entered into non-cancelable multi-year capacity commitments with respect to cloud infrastructure services with certain third-party cloud providers, which require us to pay for such capacity irrespective of actual usage. We will also face increased compliance costs associated with growth, the expansion of our customer base, and being a public company. Our efforts to grow our business may be costlier than we expect, or the rate of our growth in revenue may be slower than we expect, and we may not be able to increase our revenue enough to offset our increased operating expenses. We may incur significant losses in the future for a number of reasons, including the other risks described herein, and unforeseen expenses, difficulties, complications, or delays, and other unknown events. If we are unable to sustain profitability, the value of our business and Class A common stock may significantly decrease.
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Our business depends on our existing customers renewing their licenses and purchasing additional licenses and products from us and our channel partners. Declines or significant delays in renewals or purchases of additional licenses by our customers could harm our future operating results.
Part of our growth strategy relies on our ability to deliver significant value in a short time to our customers, so that our customers will scale the use of our platform throughout their enterprise. Accordingly, our future success depends in part on our ability to exhibit this value and sell additional licenses and products to our existing customers, and our customers renewing their licenses with us and our channel partners when the contract term expires. Our license agreements primarily have annual terms, and some of our license agreements have multi-year terms. We generally do not sell standalone licenses with a term of less than one year. However, during the term of an annual contract or the last year of a multi-year contract, our customers may enter into an additional license agreement with a termination date that is coterminous with the anniversary date of such annual contract. Our customers have no obligation to renew their licenses for our products after the expiration of their license period. We provide some customers the opportunity to use our automation platform and products for free prior to purchasing a license. We also work with our customers to identify opportunities for follow-on sales to increase our footprint within their businesses.
In order for us to maintain or improve our results of operations, it is important that our customers renew or expand their licenses with us and our channel partners. We cannot accurately predict our renewals and dollar-based net retention rate given the diversity of our customer base, in terms of size, industry, and geography. Our renewals and dollar-based net retention rate may decline or fluctuate as a result of a number of factors, many of which are outside our control, including the business strength or weakness of our customers, continuing or new delays in renewals due to economic conditions, customer usage, including the ability of our customers to quickly integrate our products into their businesses and continually find new uses for our products within their businesses, cloud automation deployment or adoption issues, customer satisfaction with our products and platform capabilities and customer support, the utility of our platform to cost-effectively integrate with third-party software products, our prices, the capabilities and prices of competing products, mergers and acquisitions affecting our customer base, consolidation of affiliates’ multiple paid business accounts into a single paid business account or loss of business accounts in their entirety, the effects of global economic conditions, including the immediate and longer-term effects of Russia's military operations in Ukraine and the rapidly evolving global sanctions related thereto, or reductions in our customers’ spending on IT solutions or their spending levels generally, perceived security or data privacy risks from the use of our products, changes in regulatory regimes that effect our customers or our ability to sell our products, including changes to sanctions and export control regimes, or the views of the industry and public with regard to our products and RPA products generally, including as a result of increased automation and displacement of human workforces. These factors may also be exacerbated if, consistent with our growth strategy, our customer base continues to grow to encompass larger enterprises, which may also require more sophisticated and costly sales efforts. If our customers do not purchase additional licenses and products from us or our customers fail to renew their licenses, our revenue may decline and our business, financial condition, and results of operations may be harmed.
We have in the past engaged, and may in the future engage, in acquisition and investment activities, which could divert the attention of management, disrupt our business, dilute stockholder value, and adversely affect our operating results and financial condition.
As part of our business strategy, we continually evaluate opportunities to acquire or invest in businesses, products or technologies that we believe could complement or expand our products and solutions, enhance our technical capabilities or otherwise offer growth opportunities. For example, in March 2021, we acquired Cloud Elements Inc. ("Cloud Elements"), a provider of a leading application programming interface integration platform for SaaS application providers and the digital enterprise. In July 2022, we acquired Re:infer, a natural language processing (NLP) company for unstructured documents and communications. In the future, we may be unable to identify suitable acquisition candidates and, even if we do, we may not be able to complete desired acquisitions on favorable terms, if at all. If we are unable to complete acquisitions, we may not be able to strengthen our competitive position or achieve our goals. Future acquisitions and investments may result in unforeseen operating difficulties and expenditures, including disrupting our ongoing operations, diverting management attention, increasing our expenses, and subjecting us to additional liabilities. An acquisition may also negatively affect our financial results because it may:
require us to incur charges or assume substantial debt;
cause adverse tax consequences or unfavorable accounting treatment;
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expose us to claims and disputes by third parties, including intellectual property and privacy claims and disputes;
not generate sufficient financial return to offset additional costs and expenses related to the acquisition;
cause us to incur liabilities for activities of the acquired company before the acquisition;
cause us to record impairment charges associated with goodwill and other acquired intangible assets; and
cause other unforeseen operating difficulties and expenditures.
Moreover, to pay for an acquisition or investment, we would have to use cash, incur debt and/or issue equity securities, each of which may affect our financial condition or the value of our common stock and (in the case of equity financing) could result in dilution to our stockholders.
In addition, a failure to successfully integrate the operations, personnel or technologies of an acquired business could impact our ability to realize the full benefits of such an acquisition. Our limited experience acquiring companies increases these risks. If we are unable to achieve the anticipated strategic benefits of an acquisition or if the integration or the anticipated financial and strategic benefits, including any anticipated cost savings, revenue opportunities or operational synergies, of such an acquisition are not realized as rapidly as or to the extent anticipated by us, our business, operating results and financial condition could suffer.
Our aspirations and disclosures related to environmental, social and governance (“ESG”) matters expose us to risks that could adversely affect our reputation and performance.
We have issued a baseline ESG report, and are in the process of determining emissions baselines and plan to set corporate goals. Our reports and statements reflect our current plans and aspirations and are not guarantees that we will be able to achieve them. Our failure to accomplish or accurately track and report on these goals on a timely basis, or at all, could adversely affect our reputation, financial performance and growth, and expose us to increased scrutiny from the investment community as well as enforcement authorities.
Standards for tracking and reporting ESG matters continue to evolve. Our selection of voluntary disclosure frameworks and standards, and the interpretation or application of those frameworks and standards, may change from time to time or differ from those of others. This may result in a lack of consistent comparative data from period to period or between UiPath and other companies in the same industry. In addition, our processes and controls may not comply with evolving standards for identifying, measuring and reporting ESG metrics, including ESG-related disclosures that may be required of public companies by the Securities and Exchange Commission and other regulatory agencies to which we may be subject, and such standards may change over time, which could result in significant revisions to our current goals, reported progress in achieving such goals, or ability to achieve such goals in the future.
If our ESG practices do not meet evolving investor or other stakeholder expectations and standards, then our reputation, our ability to attract or retain employees, and our attractiveness as an investment, business partner, acquirer, or service provider could be negatively impacted. Further, our failure or perceived failure to pursue or fulfill our goals and objectives or to satisfy various reporting standards on a timely basis, or at all, could have similar negative impacts or expose us to government enforcement actions and private litigation.
Risks Related to Tax and Accounting Matters
We are exposed to fluctuations in currency exchange rates, which negatively affects our results of operations.
While our sales contracts are denominated predominantly in U.S. dollars, we also have sales contracts representing a large portion of our revenue denominated in foreign currencies. Therefore, a significant portion of our revenue has been and continues to be subject to fluctuations due to changes in foreign currency exchange rates. Additionally, for our foreign sales contracts denominated in U.S. dollars, a strengthening of the U.S. dollar has and could continue to increase the real cost of our products and platform capabilities to these customers outside of the United States, which could adversely affect our results of operations.
Further, an increasing portion of our operating expenses are incurred outside the United States. We conduct our business and incur costs in the local currency of most countries in which we operate. We incur currency transaction risk whenever one of our operating subsidiaries enters into either a purchase or a sales transaction
using a different currency from the currency in which it operates, or holds assets or liabilities in a currency different from its functional currency. Changes in exchange rates can also affect our results of operations when the value of
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sales and expenses of foreign subsidiaries are translated to U.S. dollars. We cannot accurately predict the impact of future exchange rate fluctuations on our results of operations. Given the volatility of exchange rates, we may not be able to effectively manage our currency risks, and any volatility in currency exchange rates may have an adverse effect on our financial condition, cash flows, and profitability.
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds.
Recent Sales of Unregistered Equity Securities
On July 29, 2022, we issued 300,000 shares of our Class A common stock to a charitable donor-advised fund for no consideration in connection with our Pledge 1% commitment.
On July 29, 2022, we issued 569,741 shares of our Class A common stock in connection with the acquisition of Re:infer; of these Class A shares, 142,439 shares were transferred to the sellers of Re:infer as purchase consideration, and 427,302 shares are to be released to the sellers on the next three anniversaries of the closing date subject to certain employment-related clawback provisions.
None of the foregoing transactions involved any underwriters, underwriting discounts or commissions, or any public offering. Unless otherwise specified above, we believe these transactions were exempt from registration under the Securities Act in reliance on Section 4(a)(2) of the Securities Act (and Regulation D or Regulation S promulgated thereunder) as transactions by an issuer not involving any public offering. The recipients of the securities in each of these transactions represented their intentions to acquire the securities for investment only and not with a view to or for sale in connection with any distribution thereof, and appropriate legends were placed on the share certificates issued in these transactions. All recipients had adequate access, through their relationships with us, to information about us. The issuance of these securities was made without any general solicitation or advertising.
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 use of proceeds from our IPO from those disclosed in the 2022 Form 10-K.
Issuer Purchase of Equity Securities
The following table presents our repurchases of Class A common stock during the three months ended July 31, 2022:
Period Total Number of Shares
Purchased (1)
Average Price Paid Per
Share
May 1 – 31 —  $ — 
June 1 – 30 —  — 
July 1 – 31 1,040,262  $ 18.19 
Total 1,040,262  $ 18.19 
(1) Represents the number of shares withheld to satisfy employee tax obligations associated with net settlement of equity awards.
Item 3. Defaults Upon Senior Securities.
None.
Item 4. Mine Safety Disclosures.
Not applicable.
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Item 5. Other Information.
None.
Item 6. Exhibits.
Exhibit
Number
Description
101.SCH XBRL Taxonomy Extension Schema Document
101.CAL XBRL Taxonomy Extension Calculation Linkbase Document
101.DEF XBRL Taxonomy Extension Definition Linkbase Document
101.LAB XBRL Taxonomy Extension Label Linkbase Document
101.PRE XBRL Taxonomy Extension Presentation Linkbase Document
104 Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
___________________
† Indicates management contract or compensatory plan.
*    Filed herewith.
^    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 8, 2022 By: /s/ Ashim Gupta
Ashim Gupta
Chief Financial Officer
(Principal Financial Officer)

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