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APPIAN CORP - Quarter Report: 2021 September (Form 10-Q)


UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, DC 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 September 30, 2021
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: 001-38098 
appn-20210930_g1.jpg
APPIAN CORPORATION
(Exact Name of Registrant as Specified in its Charter)
Delaware54-1956084
(State or other jurisdiction of incorporation or organization)
(I.R.S. Employer Identification No.)
7950 Jones Branch Drive
McLean, VA
22102
(Address of principal executive offices)
(Zip Code)
Registrant’s telephone number, including area code: (703) 442-8844
Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading symbolName of each exchange on which registered
Class A Common StockAPPNThe Nasdaq Stock Market LLC
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes      No  

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). Yes     No  

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
 
Large accelerated filerAccelerated filer
Non-accelerated filer
Small 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 November 1, 2021, there were 39,683,710 shares of the registrant’s Class A common stock and 31,499,516 shares of the registrant’s Class B common stock, each with a par value of $0.0001 per share, outstanding.





Table of Contents
Page
PART I.
Item 1.
Item 2.
Item 3.
Item 4.
PART II.
Item 1.
Item 1A.
Item 2.
Item 3.
Item 4.
Item 5.
Item 6.

3


PART I—FINANCIAL INFORMATION
Item 1. FINANCIAL STATEMENTS
APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED BALANCE SHEETS
(in thousands, except share and per share data) 
As of
September 30, 2021December 31, 2020
(unaudited)
Assets
Current assets
Cash and cash equivalents$127,122 $112,462 
Short-term investments and marketable securities61,384 109,826 
Accounts receivable, net of allowance of $1,400 as of each of September 30, 2021 and December 31, 2020
110,223 97,278 
Deferred commissions, current21,632 17,899 
Prepaid expenses and other current assets26,208 27,955 
Total current assets346,569 365,420 
Property and equipment, net34,280 35,404 
Long-term investments— 36,120 
Goodwill27,414 4,862 
Intangible assets, net of accumulated amortization of $902 and $429 as of September 30, 2021 and December 31, 2020, respectively
8,527 1,744 
Operating right-of-use assets29,218 30,659 
Deferred commissions, net of current portion42,035 34,198 
Deferred tax assets991 489 
Restricted cash, non-current3,240 — 
Other assets2,096 3,625 
Total assets$494,370 $512,521 
Liabilities and Stockholders’ Equity
Current liabilities
Accounts payable$9,899 $2,967 
Accrued expenses10,278 5,821 
Accrued compensation and related benefits28,727 22,981 
Deferred revenue, current122,833 116,256 
Operating lease liabilities, current6,606 6,923 
Other current liabilities77 940 
Total current liabilities178,420 155,888 
Operating lease liabilities, net of current portion49,592 51,194 
Deferred revenue, net of current portion2,041 3,886 
Deferred tax liabilities82 70 
Other non-current liabilities7,759 4,878 
Total liabilities237,894 215,916 
Stockholders’ equity
Class A common stock—par value $0.0001; 500,000,000 shares authorized and 39,667,317 shares issued and outstanding as of September 30, 2021; 500,000,000 shares authorized and 38,971,324 shares issued and outstanding as of December 31, 2020
Class B common stock—par value $0.0001; 100,000,000 shares authorized and 31,499,516 shares issued and outstanding as of September 30, 2021; 100,000,000 shares authorized and 31,707,866 shares issued and outstanding as of December 31, 2020
Additional paid-in capital490,565 470,498 
Accumulated other comprehensive loss(2,410)(5,010)
Accumulated deficit(231,686)(168,890)
Total stockholders’ equity256,476 296,605 
Total liabilities and stockholders’ equity$494,370 $512,521 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.


4


APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS
(unaudited, in thousands, except share and per share data)

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Revenue
Subscriptions$67,240 $50,760 $187,952 $142,614 
Professional services25,177 26,544 76,319 80,329 
Total revenue92,417 77,304 264,271 222,943 
Cost of revenue
Subscriptions7,092 5,101 19,806 15,185 
Professional services19,415 16,450 56,065 51,641 
Total cost of revenue26,507 21,551 75,871 66,826 
Gross profit65,910 55,753 188,400 156,117 
Operating expenses
Sales and marketing42,071 31,633 118,575 94,891 
Research and development26,510 18,150 71,062 51,366 
General and administrative20,226 13,485 56,726 38,076 
Total operating expenses88,807 63,268 246,363 184,333 
Operating loss(22,897)(7,515)(57,963)(28,216)
Other expense (income)
Other expense (income), net2,329 (4,277)4,141 (1,845)
Interest expense72 119 233 390 
Total other expense (income)2,401 (4,158)4,374 (1,455)
Loss before income taxes(25,298)(3,357)(62,337)(26,761)
Income tax expense86 255 459 335 
Net loss$(25,384)$(3,612)$(62,796)$(27,096)
Net loss per share:
Basic and diluted$(0.36)$(0.05)$(0.89)$(0.39)
Weighted average common shares outstanding:
Basic and diluted71,118,881 69,923,553 70,935,585 68,611,994 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.



5


APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE LOSS
(unaudited, in thousands)

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Net loss$(25,384)$(3,612)$(62,796)$(27,096)
Comprehensive income (loss), net of income taxes
Foreign currency translation adjustment28 (1,960)2,569 (2,157)
Unrealized gains on available-for-sale securities— — 31 — 
Total other comprehensive loss, net of income taxes$(25,356)$(5,572)$(60,196)$(29,253)
 The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
6


APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY
(unaudited, in thousands, except share data)

Accumulated Other Comprehensive (Loss) IncomeTotal Stockholders' Equity
Common StockAdditional Paid-In CapitalAccumulated Deficit
SharesAmount
Balance, January 1, 202170,679,190 $$470,498 $(5,010)$(168,890)$296,605 
Net loss— — — — (13,587)(13,587)
Issuance of common stock to directors960 — — — — — 
Vesting of restricted stock units56,326 — — — — — 
Exercise of stock options88,269 — 625 — — 625 
Stock-based compensation expense— — 7,894 — — 7,894 
Other comprehensive income— — — 4,023 — 4,023 
Balance, March 31, 202170,824,745 479,017 (987)(182,477)295,560 
Net loss— — — — (23,825)(23,825)
Issuance of common stock to directors1,175 — — — — — 
Vesting of restricted stock units43,024 — — — — — 
Exercise of stock options211,651 — 1,464 — — 1,464 
Stock-based compensation expense— — 4,598 — — 4,598 
Other comprehensive loss— — — (1,451)— (1,451)
Balance, June 30, 202171,080,595 485,079 (2,438)(206,302)276,346 
Net loss— — — — (25,384)(25,384)
Issuance of common stock to directors1,130 — — — — — 
Vesting of restricted stock units38,148 — — — — — 
Exercise of stock options46,960 — 286 — — 286 
Stock-based compensation expense— — 5,200 — — 5,200 
Other comprehensive income— — — 28 — 28 
Balance, September 30, 202171,166,833 $$490,565 $(2,410)$(231,686)$256,476 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.








7



APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY
(unaudited, in thousands, except share data)

Accumulated Other Comprehensive (Loss) IncomeTotal Stockholders' Equity
Common StockAdditional Paid-In CapitalAccumulated Deficit
SharesAmount
Balance, January 1, 202067,468,022 $$340,929 $(285)$(135,413)$205,237 
Net loss— — — — (11,669)(11,669)
Issuance of common stock to directors1,946 — — — — — 
Vesting of restricted stock units46,031 — — — — — 
Exercise of stock options129,082 — 670 — — 670 
Stock-based compensation expense— — 3,476 — — 3,476 
Other comprehensive income— — — 17 — 17 
Balance, March 31, 202067,645,081 345,075 (268)(147,082)197,731 
Net loss— — — — (11,815)(11,815)
Issuance of common stock from public offering, net of issuance costs1,931,206 107,914 — — 107,915 
Issuance of common stock to directors2,296 — — — — — 
Vesting of restricted stock units13,567 — — — — — 
Exercise of stock options248,165 — 1,571 — — 1,571 
Stock-based compensation expense— — 3,614 — — 3,614 
Other comprehensive loss— — — (214)— (214)
Balance, June 30, 202069,840,315 458,174 (482)(158,897)298,802 
Net loss— — — — (3,612)(3,612)
Issuance of common stock to directors2,417 — — — — — 
Vesting of restricted stock units33,641 — — — — — 
Exercise of stock options143,816 — 934 — — 934 
Stock-based compensation expense— — 3,578 — — 3,578 
Other comprehensive loss— — — (1,960)— (1,960)
Balance, September 30, 202070,020,189 $$462,686 $(2,442)$(162,509)$297,742 
8


APPIAN CORPORATION AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(unaudited, in thousands)

Nine Months Ended September 30,
20212020
Cash flows from operating activities:
Net loss$(62,796)$(27,096)
Adjustments to reconcile net loss to net cash used in operating activities:
Depreciation and amortization4,071 4,485 
Bad debt expense61 778 
Loss on disposal of property and equipment78 22 
Change in fair value of available-for-sale securities(31)— 
Deferred income taxes(522)(162)
Stock-based compensation17,692 10,668 
Changes in assets and liabilities:
Accounts receivable(10,005)(22,594)
Prepaid expenses and other assets2,734 4,491 
Deferred commissions(11,570)(4,349)
Accounts payable and accrued expenses10,797 (2,456)
Accrued compensation and related benefits5,782 5,844 
Other current and non-current liabilities2,858 2,963 
Deferred revenue6,829 10,531 
Operating lease liabilities(476)3,422 
Net cash used in operating activities(34,498)(13,453)
Cash flows from investing activities:
Proceeds from sale of investments84,592 — 
Payments for acquisitions, net of cash acquired(30,729)(6,138)
Purchases of property and equipment(2,473)(1,036)
Net cash provided by (used in) investing activities51,390 (7,174)
Cash flows from financing activities:
Principal payments on finance leases— (1,080)
Proceeds from public offering, net of underwriting discounts— 108,260 
Payments of costs related to public offerings— (18)
Proceeds from exercise of common stock options2,375 3,175 
Net cash provided by financing activities2,375 110,337 
Effect of foreign exchange rate changes on cash, cash equivalents, and restricted cash(1,367)1,623 
Net increase in cash, cash equivalents, and restricted cash17,900 91,333 
Cash, cash equivalents, and restricted cash at beginning of period112,462 159,755 
Cash, cash equivalents, and restricted cash at end of period$130,362 $251,088 
Supplemental disclosure of cash flow information:
Cash paid for interest$240 $116 
Cash paid for income taxes$1,196 $630 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
9

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)

1. Organization and Description of Business

Appian Corporation (together with its subsidiaries, “Appian,” the “Company,” “we,” or “our”) helps organizations build applications and workflows rapidly, with a low-code automation platform. Combining people, technologies, and data in a single workflow, Appian can help companies maximize their resources and improve business results. Many of the world’s largest organizations use Appian applications to improve customer experience, achieve operational excellence, and simplify global risk management and compliance. We were incorporated in the state of Delaware in August 1999. We are headquartered in McLean, Virginia and operate in Canada, Switzerland, the United Kingdom, France, Germany, the Netherlands, Italy, Australia, Spain, Singapore, Sweden, and Japan.

2. Significant Accounting Policies

Basis of Presentation

The accompanying unaudited condensed consolidated financial statements and footnotes have been prepared in accordance with accounting principles generally accepted in the United States (“U.S. GAAP”) as contained in the Financial Accounting Standards Board (“FASB”) Accounting Standards Codification (“ASC”) for interim financial information. In the opinion of management, the interim financial information includes all adjustments of a normal recurring nature necessary for a fair presentation of the results of operations, financial position, changes in stockholders’ equity, and cash flows. The results of operations for the current period are not necessarily indicative of the results for the full year or the results for any future periods. These condensed consolidated financial statements should be read in conjunction with the consolidated financial statements and related footnotes included in our Annual Report on Form 10-K for the year ended December 31, 2020, filed with the Securities and Exchange Commission (the “SEC”) on February 18, 2021.

Use of Estimates

The preparation of our condensed consolidated financial statements in conformity with U.S. GAAP requires us to make estimates and judgments that affect the amounts reported in these condensed consolidated financial statements and accompanying notes. Although we believe the estimates we use are reasonable, due to the inherent uncertainty involved in making these estimates, actual results reported in future periods could differ from those estimates.

Significant estimates embedded in the condensed consolidated financial statements include revenue recognition, income taxes and the related valuation allowance, the valuation of goodwill and intangible assets, leases, costs to obtain a contract with a customer, the valuation of financial instruments, and stock-based compensation.

The ongoing outbreak of the novel coronavirus disease ("COVID-19") has resulted in the declaration of a global pandemic and introduced a level of disruption and uncertainty into the financial markets and global economy. While we continue to monitor the developments surrounding the pandemic, as of the date of issuance of these financial statements, we are not aware of any specific events or circumstances that would require us to update our estimates, assumptions, and judgments or revise the carrying value of our assets or liabilities. We cannot estimate the impacts COVID-19 may have on our business going forward as such impacts will be largely dependent upon a number of factors outside of our control including the extent and duration of the outbreak as well as any mitigating actions which may be undertaken by global governments and the general public.

Principles of Consolidation

The accompanying condensed consolidated financial statements include the accounts of Appian and its wholly-owned subsidiaries. All intercompany accounts and transactions have been eliminated in consolidation.

Public Offering

In June 2020, we completed an underwritten public offering of 2,500,000 shares of our Class A common stock, of which 1,931,206 shares of Class A common stock were sold by us and 568,794 shares of Class A common stock were sold by existing stockholders. The underwriter purchased the shares from us and the selling stockholders at a price of $56.50 per share. Our net
10

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
proceeds from the offering were $107.9 million, after deducting underwriting discounts and commissions and offering expenses. We did not receive any of the proceeds from the sale of shares by the selling stockholders.

Revenue Recognition

Refer to Note 3 for a detailed discussion on specific revenue recognition principles related to our major revenue streams.

Cost of Revenue

Subscriptions

Cost of subscriptions revenue consists primarily of fees paid to our third-party managed hosting providers and other third-party service providers, personnel costs such as payroll and benefits for our technology operations and customer support teams, and allocated facility costs and overhead.

Professional Services

Cost of professional services revenue includes all direct and indirect costs to deliver our professional services and training, including employee compensation for our global professional services and training personnel, third-party contractor costs, allocated facility costs and overhead, and the costs of billable expenses such as travel and lodging. The unpredictability of the timing of entering into significant professional services agreements sold on a standalone basis may cause significant fluctuations in our quarterly financial results and allocated facility costs and overhead.

Concentration of Credit and Customer Risk

Our financial instruments exposed to concentration of credit and customer risk consist primarily of cash, cash equivalents, and restricted cash, accounts receivable, and our short- and long-term investments. Deposits held with banks may exceed the amount of insurance provided on such deposits; however, we believe the financial institutions holding our cash deposits are financially sound and, accordingly, minimal credit risk exists with respect to these balances.

With regard to our customers, credit evaluation and account monitoring procedures are used to minimize the risk of loss. We believe no additional credit risk beyond amounts provided for collection loss are inherent in accounts receivable. Revenue generated from government agencies represented 19.2% and 20.0% of our revenue for the three and nine months ended September 30, 2021, respectively, of which the top three U.S. federal government agencies generated 7.5% and 6.3% of our revenue for the three and nine months ended September 30, 2021, respectively. Additionally, 32.0% and 33.1% of our revenue during the three and nine months ended September 30, 2021, respectively, was generated from foreign customers. Revenue generated from government agencies represented 19.9% and 17.9% of our revenue for the three and nine months ended September 30, 2020, respectively, of which the top three U.S. federal government agencies generated 8.7% and 7.4% of our revenue for the three and nine months ended September 30, 2020, respectively. Additionally, 32.2% and 34.0% of our revenue during the three and nine months ended September 30, 2020, respectively, was generated from foreign customers.

Cash, Cash Equivalents, and Restricted Cash

We consider all highly liquid investments with an original or remaining maturity of three months or less at the date of purchase, as well as overnight repurchase agreements, to be cash equivalents. Restricted cash consists of cash designated to settle an escrow liability stemming from a holdback agreement enacted pursuant to our acquisition of Lana Labs GmbH ("Lana Labs"). The restrictions on 25% of the restricted cash balance will lapse on the later of either two months following the establishment of Lana Labs' annual financial statements for the year ended December 31, 2021 or October 31, 2022. The restrictions on the remaining 75% of the balance will lapse on August 11, 2023.

The following table presents a reconciliation of cash, cash equivalents, and restricted cash as presented in the condensed consolidated statements of cash flows:

11

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
As of September 30,
20212020
Cash and cash equivalents$127,122 $251,088 
Restricted cash, non-current3,240 — 
Total cash, cash equivalents, and restricted cash$130,362 $251,088 

Accounts Receivable and Allowance for Doubtful Accounts

Accounts receivable are stated at realizable value, net of an allowance for doubtful accounts. The allowance for doubtful accounts is based on our assessment of the collectability of accounts and incorporates an estimation of expected lifetime credit losses on our receivables. We regularly review the composition of the accounts receivable aging, historical bad debts, changes in payment patterns, customer creditworthiness, and current economic trends. If the financial condition of our customers were to deteriorate, resulting in their inability to make required payments, additional provisions for doubtful accounts would be required and would increase bad debt expense. There was no increase in the allowance for doubtful accounts from December 31, 2020 to September 30, 2021.

Assets Recognized from the Costs to Obtain a Contract with a Customer

We capitalize costs of obtaining a contract with a customer, including sales commissions paid to our direct sales force, that are incremental costs to obtaining customer contracts. These costs are recorded as deferred commissions in the condensed consolidated balance sheets. Costs to obtain a contract for a new customer or upsell are amortized over an estimated economic life of five years as sales commissions on initial sales are not commensurate with sales commissions on contract renewals. We determine the estimated economic life based on both qualitative and quantitative factors such as expected renewals, product life cycles, contractual terms, and customer attrition. We periodically review the carrying amount of deferred contract acquisition costs to determine whether events or changes in circumstances have occurred that could impact the estimated economic life. Commissions paid relating to contract renewals are deferred and amortized over the related renewal period. We also capitalize the incremental fringe benefits associated with commission expenses paid to our direct sales force. Costs to obtain a contract for professional services arrangements are expensed as incurred as the contractual period of our professional services arrangements are one year or less.

Amortization associated with deferred commissions is recorded to sales and marketing costs in our condensed consolidated statements of operations. Commission expense was $8.2 million and $22.5 million for the three and nine months ended September 30, 2021, respectively. Commission expense was $5.6 million and $16.7 million for the three and nine months ended September 30, 2020, respectively.

Property and Equipment

Property and equipment are stated at cost less accumulated depreciation and amortization. Depreciation is computed using the straight-line method over the estimated useful lives of the assets. Significant additions or improvements extending the useful life of an asset are capitalized, while repairs and maintenance costs which do not significantly improve the related assets or extend their useful lives are charged to expense as incurred.

The following table outlines the useful lives of our major asset categories:

Asset CategoryUseful Life (in years)
Computer software3
Computer hardware3
Equipment5
Office furniture and fixtures10
Leasehold improvements
(a)
(a) Leasehold improvements have an estimated useful life of the shorter of the useful life of the assets or the lease term.

12

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
Business Combinations

We account for business combinations using the acquisition method of accounting as of the business combination date. Under this method, we allocate the fair value of purchase consideration to identifiable tangible and intangible assets acquired and liabilities assumed at their estimated fair values on the acquisition date. The excess of the consideration transferred over the fair value of the identifiable net assets acquired is recorded as goodwill and represents the future economic benefits expected to arise from other intangible assets acquired that do not qualify for separate recognition, including assembled workforce, non-contractual relationships, and expected future synergies. Determining the fair value of assets acquired and liabilities assumed requires us to use significant judgments and estimates, including the selection of valuation methodologies, estimates of future revenue, costs, and cash flows, and discount rates.

During the measurement period, which can be up to one year from the acquisition date, these estimates may be refined, as necessary, and we may record adjustments to the fair value of tangible and intangible assets acquired and liabilities assumed, with the corresponding offset to goodwill. Upon the conclusion of the measurement period or the final determination of the fair value of assets acquired or liabilities assumed, whichever comes first, any subsequent adjustments are recorded to our condensed consolidated statements of operations. Acquisition related expenses and post-acquisition integration costs are recognized separately from the business combination and are expensed as incurred.

Acquired property and equipment is depreciated on a straight-line basis over the assets' respective estimated remaining useful lives.

Impairment of Goodwill and Long-Lived Assets

Long-lived assets and certain intangible assets are reviewed for impairment at least annually or more frequently whenever events or changes in circumstances indicate the carrying amount of an asset may not be recoverable through undiscounted cash flows from the use of the assets. If such assets are considered to be impaired, the assets are written down to their estimated fair value.

With respect to goodwill, we have the option to qualitatively assess whether it is more likely than not the fair value of a reporting unit is less than its carrying value. If we elect to perform a qualitative assessment and conclude it is more likely than not the fair value of the reporting unit is equal to or greater than its carrying value, no further assessment of that reporting unit’s goodwill is necessary; otherwise, goodwill must be tested for impairment. Absent a specifically identified triggering event, we historically perform our annual assessment on the first day of the fourth quarter.

Because we operate under one reporting unit, the fair value of our reporting unit is based on our enterprise value. No indicators of impairment were identified for the three and nine months ended September 30, 2021 and 2020.

Investments and Fair Value of Financial Instruments

Refer to Note 15 for a detailed discussion on our policies specific to investments and determining fair value.

Stock-Based Compensation

We account for stock-based compensation expense related to stock-based awards based on the estimated fair value of the award on the grant date. We calculate the fair value of stock options containing only a service condition using the Black-Scholes option pricing model. The fair value of restricted stock units ("RSUs") is based on the closing market price of our common stock on the Nasdaq Global Market on the date of grant. For service-based awards such as RSUs, stock-based compensation expense is recognized on a straight-line basis over the requisite service period. For performance-based awards, stock-based compensation expense is recognized using the accelerated attribution method based on the probability of satisfying the performance condition. For awards that contain market conditions, compensation expense is measured using a Monte Carlo simulation and recognized using the accelerated attribution method over the derived service period based on the expected market performance as of the grant date. We account for forfeitures as they occur rather than estimating expected forfeitures.

Leases

13

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
Refer to Note 4 for a detailed discussion on our policies specific to leasing arrangements.

Recent Accounting Pronouncements

Adopted

In December 2019, the FASB issued Accounting Standards Update ("ASU") 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes, which amends and aims to simplify accounting disclosure requirements regarding a number of topics including, but not limited to, intraperiod tax allocations, accounting for deferred taxes when there are changes in the consolidation of certain investments, tax basis step ups in an acquisition, and the application of effective rate changes during interim periods. This guidance is effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2020. The adoption of the new guidance did not have a material impact on our condensed consolidated financial statements.

Not Yet Adopted

In March 2020, the FASB issued ASU 2020-04, Reference Rate Reform - Facilitation of the Effects of Reference Rate Reform on Financial Reporting (Topic 848), which provides temporary optional expedients and exceptions to the GAAP guidance on contract modifications to ease the financial reporting burdens of the expected market transition from LIBOR and other interbank offered rates to alternative reference rates such as the Secured Overnight Financing Rate ("SOFR"). This guidance is effective upon issuance and generally can be applied through the end of calendar year 2022. We are currently evaluating the impact and applicability of this new standard.

In October 2021, the FASB issued ASU 2021-08, Business Combinations (Topic 805): Accounting for Contract Assets and Contract Liabilities from Contracts with Customers, which aims to improve the accounting for acquired revenue contracts with customers in a business combination. The ASU requires an entity (acquirer) to recognize and measure contract assets and contract liabilities acquired in a business combination in accordance with Topic 606. The guidance is effective for fiscal years beginning after December 15, 2022 and interim periods within those fiscal years. Early adoption is permitted including in interim periods. We are currently evaluating the impact and applicability of this new standard.

3. Revenue

Revenue Recognition

We generate subscriptions revenue primarily through the sale of software as a service ("SaaS") subscriptions bundled with maintenance and support and hosting services as well as term license subscriptions bundled with maintenance and support. We generate professional services revenue from fees for our consulting services, including application development and deployment assistance as well as training related to our platform.

The following table summarizes revenue from contracts with customers for the three and nine months ended September 30, 2021 and 2020 (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
SaaS subscriptions$46,699 $34,312 $128,238 $92,282 
Term license subscriptions15,114 11,830 44,290 37,002 
Maintenance and support5,427 4,618 15,424 13,330 
Total subscriptions67,240 50,760 187,952 142,614 
Professional services25,177 26,544 76,319 80,329 
Total revenue$92,417 $77,304 $264,271 $222,943 

Performance Obligations and Timing of Revenue Recognition

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
We primarily sell products and services that fall into the categories discussed below. Each category contains one or more performance obligations that are either (1) capable of being distinct (i.e., the customer can benefit from the product or service on its own or together with readily available resources, including those purchased separately from us) and distinct within the context of the contract (i.e., separately identified from other promises in the contract) or (2) a series of distinct products or services that are substantially the same and have the same pattern of transfer to the customer. Our term license subscriptions are delivered at a point in time while our SaaS subscriptions, maintenance and support, and professional services are delivered over time.

Subscriptions Revenue

Subscriptions revenue is primarily related to (1) SaaS subscriptions bundled with maintenance and support and hosting services and (2) term license subscriptions bundled with maintenance and support. We generally charge subscription fees on a per-user basis or through non-user based single application licenses. We bill customers and collect payment for subscriptions to our platform in advance on an annual, quarterly, or monthly basis. In certain instances, our customers have paid their entire contract up front.

SaaS Subscriptions

We generate cloud-based subscriptions revenue primarily from the sales of subscriptions to access our cloud offering, together with related support services to our customers. We perform all required maintenance and support for our cloud offering. Revenue is recognized on a ratable basis over the contract term beginning on the date the service is made available to the customer. Our cloud-based subscription contracts generally have a term of one to three years in length. We bill customers and collect payment for subscriptions to our platform in advance, and they are non-cancellable.

Term License Subscriptions

Our term license subscriptions revenue is derived from customers with on-premises installations of our platform pursuant to contracts that were historically one to three years in length. The majority of recent contracts have been one year in length. Although term license subscriptions are sold with maintenance and support, the software is fully functional at the beginning of the subscription and is considered a distinct performance obligation. On rare occasions, a cloud-based subscription may include the right for the customer to take possession of the license and as such, the revenue is treated as a license. Revenue from term license subscriptions is recognized when control of the software license has transferred to the customer, which is the later of delivery or commencement of the contract term.

Maintenance and Support

Maintenance and support subscriptions include both technical support and when-and-if-available software upgrades, which are treated as a single performance obligation as they are considered a series of distinct services that are substantially the same and have the same duration and measure of progress. Revenue from maintenance and support is recognized ratably over the contract period, which is the period over which the customer has continuous access to maintenance and support.

Professional Services Revenue

Our professional services revenue is comprised of fees for consulting services, including application development and deployment assistance as well as training services related to our platform. Our professional services are considered distinct performance obligations when sold standalone or with other products.

Consulting Services

We sell consulting services to assist customers in planning and executing the deployment of our software. Customers are not required to use consulting services to fully benefit from the software. Consulting services are regularly sold on a standalone basis and either (1) under a fixed-fee arrangement or (2) on a time and materials basis. Consulting contracts are each considered separate performance obligations because they do not integrate with each other or with other products and services to deliver a combined output to the customer, do not modify or customize (or are not modified or customized by) each other or other products and services, and do not affect the customer's ability to use the other consulting offerings or other products and
15

APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
services. Revenue under consulting contracts is recognized over time as services are delivered. For time and materials-based consulting contracts, we have elected the practical expedient of recognizing revenue upon invoicing since the invoiced amount corresponds directly to the value of our service to date.

Training Services

We sell various training services to our customers. Training services are sold in the form of prepaid training credits that are redeemed based on a fixed rate per course. Training revenue is recognized when the associated training services are delivered.

Significant Judgments and Estimates

Determining the Transaction Price

The transaction price includes both fixed and variable consideration. Variable consideration is included in the transaction price to the extent it is probable a significant reversal will not occur. The amount of variable consideration excluded from the transaction price for the three and nine months ended September 30, 2021 and 2020 was insignificant. Our estimates of variable consideration are also subject to subsequent true-up adjustments and may result in changes to transaction prices; however, such true-up adjustments are not expected to be material.

Allocating the Transaction Price Based on Standalone Selling Prices ("SSP")

We allocate the transaction price to each performance obligation in a contract based on its relative SSP. The SSP is the observable price at which we sell the product or service separately. In the absence of observable pricing, we estimate SSP using the residual approach. We establish SSP as follows:

1.SaaS subscriptions - Given the highly variable selling price of our SaaS subscriptions, we establish the SSP of our SaaS subscriptions using a residual approach after first determining the SSP of consulting and training services. We have concluded the residual approach to estimating SSP of our SaaS subscriptions is an appropriate allocation of the transaction price.

2.Term license subscriptions - Given the highly variable selling price of our term license subscriptions, we have established SSP of term license subscriptions using a residual approach after first determining the SSP of maintenance and support. Maintenance and support is sold on a standalone basis in conjunction with renewals of our legacy perpetual software licenses and within a narrow range of the net license fee. Because an economic relationship exists between the license and maintenance and support, we have concluded the residual approach to estimating SSP of term license subscriptions is an appropriate allocation of the transaction price.

3.Maintenance and support - We establish the SSP of maintenance and support as a percentage of the stated net subscription fee based on observable pricing of maintenance and support renewals from our legacy perpetual software licenses.

4.Consulting and training services - The SSP of consulting and training services is established based on the observable pricing of standalone sales within each geographic region where the services are sold.

Contract Balances

Timing may differ between the satisfaction of performance obligations and the invoicing and collection of amounts related to our contracts with customers. Contract assets primarily relate to unbilled amounts for contracts with customers for which the amount of revenue recognized exceeds the amount billed to the customer. Contract assets are transferred to accounts receivable when the right to invoice becomes unconditional. As of September 30, 2021 and December 31, 2020, contract assets of $13.4 million and $20.1 million, respectively, are included in the Prepaid expenses and other current assets and Other assets line items in our condensed consolidated balance sheets.

Contract liabilities consist of deferred revenue and include payments received in advance of the satisfaction of performance obligations. Deferred revenue is then recognized as the revenue recognition criteria are met. Deferred revenue that will be recognized during the succeeding 12-month period is recorded as current, and the remaining deferred revenue is recorded as
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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
non-current. For the nine months ended September 30, 2021, we recognized $103.5 million of revenue that was included in the deferred revenue balance as of December 31, 2020.

Transaction Price Allocated to the Remaining Performance Obligations

As of September 30, 2021, we had an aggregate transaction price of $246.7 million allocated to unsatisfied performance obligations. We expect to recognize $223.9 million of this balance as revenue over the next 24 months with the remaining amount recognized thereafter.

4. Leases

At the inception of an arrangement, we determine whether the arrangement is or contains a lease based on the unique facts and circumstances present and the classification of the lease. Operating leases with a term greater than one year are recognized on the balance sheet as right-of-use ("ROU") assets, lease liabilities, and, if applicable, long-term lease liabilities. ROU assets represent our right to use an underlying asset for the lease term, and lease liabilities represent our obligation to make lease payments arising from the lease. We have elected not to recognize on our condensed consolidated balance sheets leases with a term of one year or less. For contracts with lease and non-lease components, we have elected not to allocate the contract consideration but rather to account for the lease and non-lease components as a single lease component.

Lease liabilities and their corresponding ROU assets are recorded based on the present value of lease payments over the expected lease term. The implicit rates within most of our leases are generally not determinable; therefore, we use the incremental borrowing rate at the lease commencement date to determine the present value of lease payments. The determination of our incremental borrowing rate requires judgment and is estimated for each lease based on the rate we would have to pay for a collateralized loan with the same term and payments as the lease. We consider various factors, including our level of collateralization, estimated credit rating, and the currency in which the lease is denominated. Operating lease ROU assets also include any lease prepayments, offset by lease incentives. Certain of our leases include options to extend or terminate the lease. An option to extend the lease is considered in connection with determining the ROU asset and lease liability when it is reasonably certain we will exercise that option while an option to terminate is considered unless it is reasonably certain we will not exercise the option. For certain equipment leases, we apply a portfolio approach to effectively account for the operating lease ROU assets and liabilities.

Expense for operating leases is recognized on a straight-line basis over the lease term as an operating expense while the expense for finance leases is recognized as depreciation expense and interest expense. We have lease agreements which require payments for lease and non-lease components (i.e., common area maintenance) that are accounted for as a single lease component. Variable lease payment amounts that cannot be determined at the commencement of the lease, such as maintenance costs based on future obligations, are not included in ROU assets or lease liabilities but rather are expensed as incurred and recorded as variable lease expense.

As of September 30, 2021, we have operating leases for corporate offices. Our operating leases have remaining lease terms of roughly 2 years to 10 years, some of which include options to extend the leases for up to 10 years.

In April 2018, we entered into a lease agreement with respect to 176,222 square feet of office space in McLean, Virginia for a new corporate headquarters. The initial term of the lease was 150 months. We took initial possession of the first phase of the new headquarters in October 2018 and began to recognize rent expense as of that date. In February 2019, we took possession of an additional 28,805 square feet of adjacent office space.

In January 2020, we entered into an amendment which adjusted the original terms of the headquarters lease. Under this amendment, we exercised an option to expand occupancy, adding 34,158 square feet of office space. Occupancy of the added space commenced on October 14, 2020. Pursuant to the guidance of ASC 842, Leases, the amendment is considered a modification to the original lease and is accounted for as a separate contract because it represents a new ROU asset and the lease costs on the new space are charged at prevailing market rates. Effective July 1, 2020, we took possession of the space, began to recognize rent expense, and recorded a $7.9 million ROU asset and lease liability on our condensed consolidated balance sheets.

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
In October 2020, we paid the full $2.7 million principal balances outstanding under our finance leases pursuant to an option permitting us to pay such balances in full at any time. As of the date of the paydown, the titles to the assets were transferred to us, the associated lease liabilities were retired, the carrying values of the purchased assets were adjusted, and the assets were reclassified from finance leases to property and equipment, net on the condensed consolidated balance sheets.

The following table sets forth the components of lease expense for the three and nine months ended September 30, 2021 and 2020 (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Operating lease cost$1,659 $1,695 $4,984 $4,971 
Finance lease costs:
Amortization of right-of-use assets— 373 — 1,118 
Interest on lease liabilities— 41 — 138 
Short-term lease cost23 85 77 465 
Variable lease cost947 1,744 218 
Total$2,629 $2,195 $6,805 $6,910 

Supplemental balance sheet information related to operating leases as of September 30, 2021 and December 31, 2020 was as follows (in thousands, except for lease term and discount rate):

As of
September 30, 2021December 31, 2020
Operating right-of-use assets$29,218$30,659
Operating lease liabilities, current$6,606$6,923
Operating lease liabilities, net of current portion49,59251,194
Total operating lease liabilities$56,198$58,117
Weighted average remaining lease term (in years)9.810.6
Weighted average discount rate9.6 %9.6 %

For the three and nine months ended September 30, 2021, amortization of operating ROU assets totaled $0.7 million and $1.4 million, respectively. For the three and nine months ended September 30, 2020, amortization of operating ROU assets totaled $0.4 million and $1.3 million, respectively.

For the three and nine months ended September 30, 2021, interest expense on operating lease liabilities totaled $0.5 million and $1.4 million, respectively. For the three and nine months ended September 30, 2020, interest expense on operating lease liabilities totaled $0.7 million and $2.2 million, respectively.

Supplemental cash flow information related to leases for the nine months ended September 30, 2021 and 2020 was as follows (in thousands):

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
Nine Months Ended September 30,
20212020
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash outflows for operating leases$5,295 $1,716 
Operating cash outflows for finance leases— 138 
Financing cash outflows for finance leases— 1,080 

A summary of our future minimum lease commitments under non-cancellable leases as of September 30, 2021 is as follows (in thousands):

Operating Leases
2021 (excluding the nine months ended September 30, 2021)
$626 
20228,450 
20238,311 
20248,634 
20259,330 
20269,366 
Thereafter48,775 
Total lease payments93,492 
Less: imputed interest(37,294)
Total$56,198 

5. Acquisitions

In August 2021, we completed the acquisition of Lana Labs, a developer of process mining software, for approximately $30.7 million, net of cash acquired and debt. The acquisition was made due to the attractive nature of the product offerings of Lana Labs and in furtherance of our objective to enhance our automation platform. The transaction was financed through available cash on hand.

The allocation of the purchase price is preliminary pending the finalization of the fair value of the acquired net assets, liabilities assumed, deferred income taxes, and assumed income and non-income based tax liabilities. As of the acquisition date, the purchase price was assigned to the acquired assets and assumed liabilities as follows (in thousands):

Cash acquired$256 
Other current assets86 
Property and equipment59 
Developed technology6,819 
Customer relationships750 
Goodwill23,443 
Other non-current assets27 
Total assets acquired31,440 
Current liabilities335 
Non-current liabilities120 
Total liabilities assumed455 
Net assets acquired$30,985 
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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)

There were no changes to our reportable segments as a result of the acquisition. From the acquisition date to September 30, 2021, Lana Labs' revenue was immaterial and net loss before taxes was $1.2 million. Acquisition costs incurred in relation to the transaction were immaterial. We do not expect the purchase price allocated to goodwill and intangible assets to be deductible for tax purposes.

6. Property and Equipment, net

Property and equipment, net consisted of the following as of September 30, 2021 and December 31, 2020 (in thousands):

September 30, 2021December 31, 2020
Leasehold improvements$37,541 $36,263 
Office furniture and fixtures2,526 2,521 
Computer hardware5,583 4,535 
Computer software1,353 1,352 
Equipment109 49 
Property and equipment, gross47,112 44,720 
Less: accumulated depreciation(12,832)(9,316)
Property and equipment, net$34,280 $35,404 

Depreciation expense totaled $1.2 million and $3.6 million for the three and nine months ended September 30, 2021, respectively. We retired $0.1 million of leasehold improvements during the three and nine months ended September 30, 2021 and similarly recorded $0.1 million in losses on disposal for the three and nine months ended September 30, 2021.

Depreciation expense totaled $1.4 million and $4.2 million for the three and nine months ended September 30, 2020. There were no disposals recorded during the three months ended September 30, 2020. During the nine months ended September 30, 2020, we retired $1.3 million of leasehold improvements, $0.1 million of computer hardware, and $0.1 million of office furniture and fixtures and equipment. Nominal losses on disposal were recorded for the nine months ended September 30, 2020.

7. Accrued Expenses

Accrued expenses consisted of the following as of September 30, 2021 and December 31, 2020 (in thousands):

September 30, 2021December 31, 2020
Accrued hosting costs$2,006 $1,229 
Accrued legal costs1,975 760 
Accrued marketing and tradeshow expenses1,868 596 
Accrued third party license fees957 570 
Accrued contract labor costs683 908 
Accrued reimbursable employee expenses481 231 
Accrued audit and tax expenses256 370 
Accrued taxes payable— 527 
Other accrued expenses2,052 630 
Total$10,278 $5,821 

8. Debt

Line of Credit

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
In November 2017, we entered into a $20.0 million revolving line of credit with a lender. The facility matures in November 2022. We may elect whether amounts drawn on the revolving line of credit bear interest at a floating rate per annum equal to either LIBOR or the Prime rate plus an additional interest rate margin that is determined by the availability of the borrowings under the revolving line of credit. The additional interest rate margin will range from 2.00% to 2.50% in the case of LIBOR advances and from 1.00% to 1.50% in the case of Prime rate advances. The revolving line of credit contains an unused facility fee in an amount between 0.15% and 0.25% of the average unused portion of the revolving line of credit, which is payable quarterly. The agreement contains certain customary affirmative and negative covenants and requires us to maintain (i) an adjusted quick ratio of at least 1.35 to 1.00 and (ii) minimum adjusted EBITDA, in the amounts and for the periods set forth in the agreement. Any amounts borrowed under the credit facility are collateralized by substantially all of our assets. We were in compliance with all covenants as of September 30, 2021. As of September 30, 2021, we had no outstanding borrowings under this revolving line of credit, and we had outstanding letters of credit totaling $11.2 million in connection with securing our leased office space. We also continue to monitor the LIBOR to SOFR transition, which may result in modification or amendment of our existing revolving line of credit.

9. Income Taxes

The provision for income taxes is based upon the estimated annual effective tax rates for the year applied to the current period income before tax plus the tax effect of any significant or unusual items, discrete events, or changes in tax law. Our operating subsidiaries are exposed to statutory effective tax rates ranging from zero to approximately 32%. Fluctuations in the distribution of pre-tax income among our operating subsidiaries can lead to fluctuations of the effective tax rate in the condensed consolidated financial statements. For the three and nine months ended September 30, 2021, the actual effective tax rates were (0.3)% and (0.7)%, respectively. For the three and nine months ended September 30, 2020, the actual effective tax rates were (7.6)% and (1.3)%, respectively.

We assess uncertain tax positions in accordance with ASC 740-10, Accounting for Uncertainties in Income Taxes. As of September 30, 2021, our net unrecognized tax benefits totaled $2.3 million, which if recognized would result in no net effect on the effective tax rate due to a valuation allowance. The amount of reasonably possible unrecognized tax benefits that could decrease over the next 12 months due to the expiration of certain statutes of limitations or settlements of tax audits is not material to our condensed consolidated financial statements.

We file income tax returns in the United States federal jurisdiction and in many states and foreign jurisdictions. The tax years 2017 through 2020 remain open to examination by the major taxing jurisdictions to which we are subject. We are not currently under examination by the Internal Revenue Service for any open tax years.

10. Stock-Based Compensation

Equity Incentive Plans

In May 2017, our Board of Directors adopted, and our stockholders approved, the 2017 Equity Incentive Plan (the “2017 Plan”), which became effective as of the date of the final prospectus for our initial public offering. The 2017 Plan provides for the grant of incentive stock options to employees and for the grant of nonstatutory stock options, restricted stock awards, RSUs, stock appreciation rights, performance-based stock awards, and other forms of equity compensation to employees, including officers, non-employee directors, and consultants. We initially reserved 6,421,442 shares of Class A common stock for issuance under the 2017 Plan, which included 421,442 shares that remained available for issuance under our 2007 Stock Option Plan (the “2007 Plan”) at the time the 2017 Plan became effective. The number of shares reserved under the 2017 Plan increases for any shares subject to outstanding awards originally granted under the 2007 Plan that expire or are forfeited prior to exercise. As a result of the adoption of the 2017 Plan, no further grants may be made under the 2007 Plan. As of September 30, 2021, there were 7,177,909 shares of Class A common stock reserved for issuance under the 2017 Plan, of which 4,077,122 were available to be issued.

Stock Options

We estimate the fair value of stock options containing only a service condition using the Black-Scholes option pricing model, which requires the use of subjective assumptions, including the expected term of the option, the current price of the underlying stock, the expected stock price volatility, expected dividend yield, and the risk-free interest rate for the expected
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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
term of the option. The expected term represents the period of time the stock options are expected to be outstanding. Due to the lack of sufficient historical exercise data to provide a reasonable basis upon which to otherwise estimate the expected term of the stock options, we use the simplified method to estimate the expected term for our stock options. Under the simplified method, the expected term of an option is presumed to be the mid-point between the vesting date and the end of the contractual term. Expected volatility is based on historical volatilities for publicly traded stock of comparable companies over the estimated expected term of the stock options. We assume no dividend yield because dividends are not expected to be paid in the near future, which is consistent with our history of not paying dividends.

In May 2019, our Board of Directors granted a stock option to purchase 700,000 shares of our Class A common stock to our Chief Executive Officer (the "2019 CEO Grant") under the 2017 Plan with an exercise price of $33.98 per share. The 2019 CEO Grant is eligible to vest based on the achievement of a stock price appreciation target of our Class A common stock. Specifically, the 2019 CEO Grant vests when shares of our Class A common stock close at or above $84.63 per share for a period equal to or greater than 90 consecutive calendar days or upon the occurrence of a change in control in which the value of our Class A common stock is equal to or greater than $84.63 per share within five years of the grant date. The fair value of the 2019 CEO Grant was determined using a Monte Carlo simulation. The fair value of the award at the grant date was $9.5 million and is amortized over the derived service period of 2.6 years. Effective February 2021, the 2019 CEO Grant has satisfied all of the conditions required to be considered fully vested. As a result, we accelerated the recognition of approximately $3.3 million in stock-based compensation expense in the nine months ended September 30, 2021.

The following table summarizes stock option activity for the nine months ended September 30, 2021:

Number of SharesWeighted Average Exercise PriceWeighted Average Remaining Contractual Term (Years)Aggregate Intrinsic Value (in thousands)
Outstanding at January 1, 2021
3,399,240 $14.06 4.9$503,174 
Granted— — — — 
Exercised(346,880)6.82 — 37,837 
Expired(1,080)6.47 — — 
Forfeited(11,420)11.67 — — 
Outstanding at September 30, 2021
3,039,860 $14.90 4.2$235,916 
Exercisable at September 30, 2021
2,844,040 $15.12 4.1$220,107 

There were no stock options granted during the nine months ended September 30, 2021 and 2020. The total fair value of stock options that vested during the nine months ended September 30, 2021 and 2020 was $10.7 million and $1.4 million, respectively. As of September 30, 2021, the total compensation cost related to unvested stock options not yet recognized was $0.1 million, which will be recognized over a weighted average period of 0.6 years.

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
Restricted Stock Units

The following table summarizes RSU activity for the nine months ended September 30, 2021:

Number of SharesWeighted Average Grant Date Fair Value
Non-vested and outstanding at January 1, 2021
1,165,003 $46.04 
Granted275,699 123.54 
Vested(137,498)45.18 
Forfeited(67,324)60.14 
Non-vested and outstanding at September 30, 2021
1,235,880 62.67 

As of September 30, 2021, total unrecognized compensation cost related to unvested RSUs was approximately $64.6 million, which will be recognized over a weighted average period of 2.2 years.

The following table summarizes the components of our stock-based compensation expense by instrument type for the three and nine months ended September 30, 2021 and 2020 (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
RSUs$4,997 $2,494 $13,405 $7,268 
Stock options47 992 3,820 3,123 
Common stock awards to Board of Directors156 92 467 277 
Total stock-based compensation expense$5,200 $3,578 $17,692 $10,668 

Stock-based compensation expense for RSUs, stock options, and issuances of common stock to the Board of Directors is included in the following line items in the accompanying condensed consolidated statements of operations for the three and nine months ended September 30, 2021 and 2020 (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Cost of revenue
Subscriptions$381 $236 $973 $678 
Professional services777 406 2,283 935 
Operating expenses
Sales and marketing1,448 427 3,753 1,837 
Research and development1,263 669 3,347 1,841 
General and administrative1,331 1,840 7,336 5,377 
Total stock-based compensation expense$5,200 $3,578 $17,692 $10,668 

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
11. Stockholders' Equity

As of September 30, 2021, we had authorized 500,000,000 shares of Class A common stock and 100,000,000 shares of Class B common stock, each with a par value of $0.0001 per share, of which 39,667,317 shares of Class A common stock and 31,499,516 shares of Class B common stock were issued and outstanding. The rights of the holders of Class A common stock and Class B common stock are identical, except with respect to voting and conversion rights. The holders of Class A common stock are entitled to one vote per share, and the holders of Class B common stock are entitled to ten votes per share on all matters subject to stockholder vote. The holders of Class B common stock also have approval rights for certain corporate actions. Each share of Class B common stock may be converted into one share of Class A common stock at the option of its holder and will be automatically converted upon transfer thereof, subject to certain exceptions. In addition, upon the date on which the outstanding shares of Class B common stock represent less than 10% of the aggregate voting power of our capital stock, all outstanding shares of Class B common stock shall convert automatically into Class A common stock.

12. Basic and Diluted Loss per Common Share

The following outstanding securities, prior to the use of the treasury stock method or the if-converted method, have been excluded from the computation of diluted weighted-average shares outstanding for the respective periods below because they would have been antidilutive:

Three and Nine Months Ended September 30,
20212020
Stock options3,039,860 3,882,588 
Non-vested restricted stock units1,235,880 1,110,438 

13. Commitments and Contingencies

Contractual Warranty and Indemnification Obligations

We provide limited product warranties. Historically, any payments made under these provisions have been immaterial. We also agree to standard indemnification provisions in the ordinary course of business. Pursuant to these provisions, we agree to indemnify, hold harmless, and reimburse the indemnified party for losses suffered or incurred by the indemnified party, generally our customers, in connection with certain intellectual property infringement claims by any third party arising from the use of our products or services in accordance with the agreement. The term of our contractual indemnity provisions often survives termination or expiration of the applicable agreement. We carry insurance that covers certain third-party claims relating to our services and limits our exposure. We have never incurred costs to defend lawsuits or settle claims related to these indemnification provisions.

Minimum Purchase Commitments

In July 2021, we executed a non-cancellable cloud hosting arrangement with Amazon Web Services ("AWS") that contains provisions for minimum purchase commitments. Specifically, purchase commitments under the agreement total $131.0 million over five years, including $22.0 million in the first year, $25.0 million in the second year, and $28.0 million in each of the third, fourth, and fifth years. The timing of payments under the agreement may vary, and the total amount of payments may exceed the minimum depending on the volume of services utilized.

Exclusive of the AWS contract, we have other non-cancellable agreements for subscription software products that contain provisions stipulating minimum purchase commitments. However, the annual purchase commitments under these contracts are, individually and in the aggregate, immaterial to our condensed consolidated financial statements.

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
Letters of Credit

At each of September 30, 2021 and December 31, 2020, we had outstanding letters of credit totaling $11.2 million in connection with securing our leased office space. All letters of credit are secured by our borrowing arrangement as described in Note 8.

Legal

From time to time, we are subject to legal, regulatory, and other proceedings and claims that arise in the ordinary course of business. There are no issues or resolutions of any matters expected to have a material adverse impact on our condensed consolidated financial statements.

14. Segment and Geographic Information

We consider operating segments to be components of our business in which separate financial information is available and evaluated regularly by our Chief Operating Decision Maker ("CODM"). Our CODM, who is our Chief Executive Officer, reviews financial information on a consolidated basis when deciding how to allocate resources and assessing performance. Accordingly, we have determined we have a single reporting segment and operating unit structure.

The following table summarizes revenue by geography for the three and nine months ended September 30, 2021 and 2020 (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Domestic$62,815 $52,424 $176,801 $147,070 
International29,602 24,880 87,470 75,873 
Total$92,417 $77,304 $264,271 $222,943 

With respect to geographic information, revenue is attributed to respective geographies based on the contracting address of the customer. There were no individual foreign countries from which more than 10% of our total revenue was attributable for the three and nine months ended September 30, 2021. Revenue from customers attributed to the United Kingdom was 13.6% and 12.8% of our total revenue for the three and nine months ended September 30, 2020, respectively. There were no other individual foreign countries from which more than 10% of our total revenue was attributable for the three and nine months ended September 30, 2020. Substantially all of our long-lived assets were held in the United States as of September 30, 2021 and December 31, 2020.

15. Investments and Fair Value Measurements

Fair Value Measurements

We use a three-tier fair value hierarchy to classify and disclose all assets and liabilities measured at fair value on a recurring basis, as well as assets and liabilities measured at fair value on a non-recurring basis, in periods subsequent to their initial measurement. The hierarchy requires us to use observable inputs when available and to minimize the use of unobservable inputs when determining fair value. The three tiers are defined as follows:

Level 1. Observable inputs based on unadjusted quoted prices in active markets for identical assets or liabilities;

Level 2. Inputs, other than quoted prices in active markets, that are observable either directly or indirectly; and

Level 3. Unobservable inputs for which there is little or no market data, which require us to develop our own assumptions.

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
The asset or liability’s fair value measurement level within the fair value hierarchy is based on the lowest level of any input that is significant to the fair value measurement. Valuation techniques maximize the use of relevant observable inputs and minimize the use of unobservable inputs. There were no instruments measured at fair value on a recurring basis using significant unobservable inputs as of September 30, 2021 and December 31, 2020.

The valuation techniques that may be used to measure fair value are as follows:

Market approach - Uses prices and other relevant information generated by market transactions involving identical or comparable assets or liabilities;

Income approach - Uses valuation techniques to convert future amounts to a single present amount based on current market expectations about those future amounts;

Cost approach - Based on the amount that currently would be required to replace the service capacity of an asset (i.e., replacement cost).

The carrying amounts of our cash and cash equivalents, accounts receivable, accounts payable, and accrued expenses approximate fair value as of September 30, 2021 and December 31, 2020 because of the relatively short duration of these instruments.

Investments

Our investment portfolio consists largely of debt investments classified as available-for-sale. Changes in the fair value of available-for-sale securities, excluding other-than-temporary impairments, are recorded in other comprehensive income (loss). The components of our investments as of September 30, 2021 are as follows (in thousands):

As of September 30, 2021
Fair Value MeasurementBalance Sheet Classification
Fair Value LevelCost BasisUnrealized Gains (Losses)Market ValueCash and Cash EquivalentsShort-Term Investments and Marketable SecuritiesLong-Term Investments
Money market fundLevel 1$59,394 $— $59,394 $59,394 $— $— 
U.S. Treasury bondsLevel 116,364 16,366 — 16,366 — 
Commercial paperLevel 210,976 — 10,976 — 10,976 — 
Corporate bondsLevel 212,779 12,781 — 12,781 — 
Asset-backed securitiesLevel 221,256 21,261 — 21,261 — 
Total investments$120,769 $$120,778 $59,394 $61,384 $— 

At December 31, 2020, our investments consisted of the following (in thousands):

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APPIAN CORPORATION AND SUBSIDIARIES
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(UNAUDITED)
As of December 31, 2020
Fair Value MeasurementBalance Sheet Classification
Fair Value LevelCost BasisUnrealized Gains (Losses)Market ValueCash and Cash EquivalentsShort-Term Investments and Marketable SecuritiesLong-Term Investments
Money market fundLevel 1$27,150 $— $27,150 $27,150 $— $— 
U.S. Treasury bondsLevel 124,445 (3)24,442 — 16,273 8,169 
Commercial paperLevel 276,905 — 76,905 16,493 60,412 — 
Corporate bondsLevel 234,738 (11)34,727 — 27,542 7,185 
Asset-backed securitiesLevel 226,373 (8)26,365 — 5,599 20,766 
Total investments$189,611 $(22)$189,589 $43,643 $109,826 $36,120 

There were no Level 3 assets held at any point during the three and nine months ended September 30, 2021. Additionally, there were no transfers between Levels 1 and 2 during the three and nine months ended September 30, 2021.

The amortized cost basis and fair value of debt securities as of September 30, 2021, by contractual maturity, are as follows (in thousands):

As of September 30, 2021
Cost BasisFair Value
Due in one year or less$120,769 $120,778 

Actual maturities may differ from the contractual maturities in the table above because borrowers have the right to call or prepay certain obligations.

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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 (1) our condensed consolidated financial statements and related notes appearing elsewhere in this Quarterly Report on Form 10-Q and (2) the audited consolidated financial statements and the related notes and management’s discussion and analysis of financial condition and results of operations for the year ended December 31, 2020 included in our Annual Report on Form 10-K, filed with the Securities and Exchange Commission, or SEC, on February 18, 2021.

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, or the Securities Act, and Section 21E of the Securities Exchange Act of 1934, as amended, or the Exchange Act. These statements are often identified by the use of words such as “anticipate,” “believe,” “continue,” “could,” “estimate,” “expect,” “intend,” “may,” “plan,” “project,” “will,” “would,” or the negative or plural of these words or similar expressions or variations, including statements regarding our future financial and operating performance, anticipated expansion of the usage of partners to perform professional services, the increase of our subscriptions revenue as a percentage of total revenue, the fluctuation of gross margin in the short term and improvement of gross margin over time, our future capital requirements, and uncertain negative impacts the COVID-19 pandemic, including the emergence of new variant strains of COVID-19, may have on our business, financial condition, results of operations, and changes in overall level of spending and volatility in the global economy. Such forward-looking statements are subject to a number of risks, uncertainties, assumptions, and other factors that could cause actual results and the timing of certain events to differ materially from future results expressed or implied by the forward-looking statements. Factors that could cause or contribute to such differences include, but are not limited to, those identified herein and those discussed in the section titled “Risk Factors,” set forth in Part I, Item 1A of our Annual Report on Form 10-K filed with the SEC on February 18, 2021 and in our other filings with the SEC. You should not rely upon forward-looking statements as predictions of future events. Furthermore, such forward-looking statements speak only as of the date of this report. Except as required by law, we undertake no obligation to update any forward-looking statements to reflect events or circumstances after the date of such statements.

Overview

We help organizations build applications and workflows rapidly, with a low-code automation platform. Combining people, technologies, and data in a single workflow, Appian can help companies maximize their resources and improve business results. Many of the world’s largest organizations use Appian applications to improve customer experience, achieve operational excellence, and simplify global risk management and compliance.

With our platform, organizations can rapidly and easily design, build, and implement powerful, enterprise-grade custom applications through our intuitive, visual interface with little or no coding required. Our customers have used applications built on our platform to launch new business lines, automate vital employee workflows, manage complex trading platforms, accelerate drug development, and build global procurement systems. With our platform, decision makers can reimagine their products, services, processes, and customer interactions by removing much of the complexity and many of the challenges associated with traditional approaches to software development.

We have generated the majority of our revenue from sales of subscriptions, which include (1) SaaS subscriptions bundled with maintenance and support and hosting services and (2) term license subscriptions bundled with maintenance and support. Our subscription fees are based primarily on the number of users who access and utilize the applications built on our platform or, alternatively, non-user based single application licenses. Our customer contract terms generally vary from one to three years with most providing for payment in advance on an annual, quarterly, or monthly basis. Due to the variability of our billing terms and the episodic nature of our customers purchasing additional subscriptions, we do not believe changes in our deferred revenue in a given period are directly correlated with our revenue growth.

Since inception, we have invested in our Customer Success organization to help ensure customers are able to build and deploy applications on our platform. We have several strategic partnerships, including with KPMG, PwC, Accenture, and Deloitte, for them to refer customers to us in order to purchase subscriptions and then to provide professional services directly to the customers using our platform. We intend to further grow our base of strategic partners to provide broader customer coverage and solution delivery capabilities. In addition, over time we expect professional services revenue as a percentage of total revenue to decline as we increasingly rely on strategic partners to help our customers deploy our software. We believe our
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investment in professional services, including strategic partners building their practices around Appian, will drive increased adoption of our platform.

Our customers include financial services, government, life sciences, insurance, media, manufacturing, energy, healthcare, telecommunications, and transportation organizations. Generally, our sales force targets its efforts to organizations with over 2,000 employees and $2 billion in annual revenue. Revenue from government agencies represented 19.2% and 20.0% of our total revenue in the three and nine months ended September 30, 2021, respectively, as compared to 19.9% and 17.9% of our total revenue in the three and nine months ended September 30, 2020, respectively. No single end-customer accounted for more than 10% of our total revenue in the three and nine months ended September 30, 2021 or September 30, 2020.

Our platform supports multiple languages to facilitate collaboration and address challenges in multinational organizations. We offer our platform globally. In the three and nine months ended September 30, 2021, 32.0% and 33.1%, respectively, of our total revenue was generated from customers outside of the United States as compared to 32.2% and 34.0% in the three and nine months ended September 30, 2020, respectively. As of September 30, 2021, we operated in 13 countries. We believe we have a significant opportunity to grow our international footprint. We are investing in new geographies, including through investment in direct and indirect sales channels, professional services, and customer support and implementation partners.

Recent Developments

COVID-19

Beginning in late 2019 and continuing into 2021, the outbreak of the novel coronavirus disease, or COVID-19, has resulted in the declaration of a global pandemic and adversely affected economic activity across virtually all sectors and industries on a local, national, and global scale. The impact of COVID-19, including the emergence of new variant strains of COVID-19, on the economy and our business continues to be a fluid situation.

Operationally, we remain focused on supporting our customers, employees, and communities during this time. At the outset of the pandemic, we responded quickly to adopt a virtual corporate strategy consisting of enabling most of our employees to work productively from home while continuing to guard the health and safety of our teams, support our customers, and mitigate risk. In the third quarter of 2021, we announced an option allowing for our employees to return to offices in select jurisdictions if they elect to do so. We remain focused on ensuring continuity for our customers, and we continue to conduct business as usual, with necessary or advisable modifications to employee travel, employee work locations, and marketing events.

Additionally, in the third quarter of 2021, the United States government announced a mandate requiring individuals and contractors who conduct business with the federal government become vaccinated against COVID-19. While the requirements of the mandate continue to evolve, as of September 30, 2021 we do not anticipate the mandate will have a material impact on our operations.

Through September 30, 2021, we have not seen a meaningful adverse impact to our financial position, results of operations, and cash flows and liquidity as a result of COVID-19. While the verticals from which we have historically generated the majority of our revenue have been less impacted by COVID-19 to date, there may be impacts to our financial condition and results of operations in 2021 and beyond as a result of reduced demand for our products and services and longer sales cycles. The ultimate impact of COVID-19 and any variant strains thereof on our business is not estimable at this time and will be largely dependent upon a number of factors outside of our control including the extent and duration of the outbreak as well as any mitigating actions which may be undertaken by global governments and the general public.

Our Business Model

Our business model focuses on maximizing the lifetime value of customer relationships, which is a function of the duration of a customer’s deployment of our platform as well as the price and number of subscriptions of our platform that a customer purchases. We incur significant customer acquisition costs, including expenses associated with hiring new sales representatives, who can take up to one year to become productive given the length of our sales cycle, and marketing costs, all of which, with the exception of sales commissions, are expensed as incurred.

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Key Factors Affecting Our Performance

The following are several key factors that affect our performance:

Market Adoption of Our Platform. Our ability to grow our customer base and drive market adoption of our platform is affected by the pace at which organizations digitally transform. We expect our revenue growth will be primarily driven by the pace of adoption and penetration of our platform. We offer a leading custom software automation platform and intend to continue to invest to expand our customer base. The degree to which prospective customers recognize the need for low-code software that enables organizations to digitally transform, and subsequently allocate budget dollars to purchase our software, will drive our ability to acquire new customers and increase sales to existing customers, which, in turn, will affect our future financial performance.

Growth of Our Customer Base. We believe we have a substantial opportunity to grow our customer base. We define a customer as an entity with an active subscription or maintenance and support contract related to a perpetual software license as of the specified measurement date. Furthermore, we define a new customer as an entity that has entered into its first active subscription or maintenance and support contract within one calendar year of the specified measurement date while existing customers are defined as entities that have maintained an active subscription or maintenance and support contract for at least one calendar year from the specified measurement date. To the extent we contract with one or more entities under common control, we count those entities as separate customers. We have aggressively invested, and intend to continue to invest in, our sales force in order to drive sales to new customers. We continue to make investments to enhance the expertise of our sales and marketing organization within our key industry verticals of financial services, government, and life sciences. In addition, we have established relationships with strategic partners who work with organizations undergoing digital transformations. Our ability to continue to grow our customer base is dependent, in part, upon our ability to differentiate ourselves within the increasingly competitive markets in which we participate.

Further Penetration of Existing Customers. Our sales force seeks to generate additional revenue from existing customers by adding new users to our platform. Many of our customers begin by building a single application and then grow to build dozens of applications on our platform. Generally, the development of new applications on our platform results in the expansion of our user base within an organization and a corresponding increase in revenue to us because we charge subscription fees on a per-user basis or through non-user based single application licenses. As a result of this “land and expand” strategy, we have generated significant additional revenue from our customer base. Our ability to increase sales to existing customers will depend on a number of factors, including the size of our sales force and professional services teams, customers’ level of satisfaction with our platform and professional services, pricing, economic conditions, and our customers’ overall spending levels. We have also re-focused some of our professional services personnel to become customer success managers. Their role is to ensure the customer realizes value from our platform and support the “land and expand” strategy versus delivering billable hours.

Mix of Subscriptions and Professional Services Revenue. We believe our professional services have driven customer success and facilitated the adoption of our platform by customers. During the initial period of deployment by a customer, we generally provide a greater amount of support in building applications and training than later in the deployment, with a typical engagement extending from two to six months. At the same time, many of our customers have historically purchased subscriptions only for a limited set of their total potential end users. As a result of these factors, the proportion of total revenue for a customer associated with professional services is relatively high during the initial deployment period. Over time, as the need for professional services associated with user deployments decreases and the number of end users increases, we expect subscriptions revenue as a percentage of total revenue to increase. In addition, we continue to grow our base of strategic partners to provide broader customer coverage and solution delivery capabilities. These partners perform professional services with respect to any new service contracts they sign. As the usage of partners expands, we expect the proportion of our total revenue from subscriptions to increase over time relative to professional services. For the three and nine months ended September 30, 2021, 72.8% and 71.1% of our revenue, respectively, was derived from sales of subscriptions while the remaining 27.2% and 28.9%, respectively, was derived from the sale of professional services. For the three and nine months ended September 30, 2020, 65.7% and 64.0% of our revenue, respectively, was derived from sales of subscriptions while the remaining 34.3% and 36.0%, respectively, was derived from the sale of professional services.

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Investments in Growth. We have made, and plan to continue to make, investments for long-term growth, including investment in our platform and infrastructure to continuously maximize the power and simplicity of the platform to meet the evolving needs of our customers and to take advantage of our market opportunity. In addition, we continue to pursue strategic acquisitions that enhance our product offerings. We also intend to continue to invest in sales and marketing as we further expand our sales teams, increase our marketing activities, and grow our international operations.

Key Metrics

We monitor the following metrics to help us measure and evaluate the effectiveness of our operations. All dollar amounts are presented in thousands.

Cloud Subscription Revenue

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Cloud subscription revenue$46,699 $34,312 $128,238 $92,282 

Cloud subscription revenue includes SaaS subscriptions bundled with maintenance and support and hosting services. We generally sell our SaaS subscriptions on a per-user basis or through non-user based single application licenses. As such, our cloud subscription revenue for any customer is primarily determined by the number of users who access and utilize the applications built on our platform or by the number of application licenses purchased, as well as the price paid. We believe increasing cloud subscription revenue is an indicator of the demand for our platform, the pace at which the market for our solutions is growing, the productivity of our sales force and strategic relationships in growing our customer base, and our ability to further penetrate our existing customer base.

Cloud Subscription Revenue Retention Rate

As of September 30,
20212020
Cloud subscription revenue retention rate117 %115 %

A key factor to our success is the renewal and expansion of subscription agreements with our existing customers. We calculate this metric over a set of customers who have been with us for at least one full year. To calculate our cloud subscription revenue retention rate for a particular trailing 12-month period, we first establish the recurring cloud subscription revenue for the previous trailing 12-month period. This effectively represents recurring dollars we should expect in the current trailing 12-month period from the cohort of customers from the previous trailing 12-month period without any expansion or contraction. We subsequently measure the recurring cloud subscription revenue in the current trailing 12-month period from the cohort of customers from the previous trailing 12-month period. Cloud subscription revenue retention rate is then calculated by dividing the aggregate recurring cloud subscription revenue in the current trailing 12-month period by the previous trailing 12-month period. This calculation includes the impact on our revenue from customer non-renewals, pricing changes, and growth in the number of users on our platform. Our cloud subscription revenue retention rate can fluctuate from period to period due to large customer contracts in any given period. Cloud subscription revenue retention rate increased year over year due to improved upsell rates in the first nine months of 2021 as compared to the first nine months of 2020.

Key Components of Results of Operations

Revenue

We generate revenue primarily through sales of subscriptions to our platform as well as professional services. We generally sell our software on a per-user basis or through non-user based single application licenses. We generally bill customers and collect payment for subscriptions to our platform in advance on an annual, quarterly, or monthly basis. In certain instances, we have had customers pay their entire contract value up front.

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Our revenue is comprised of the following:

Subscriptions

Subscriptions revenue is primarily derived from:

SaaS subscriptions bundled with maintenance and support and hosting services; and

On-premises term license subscriptions bundled with maintenance and support.

Our maintenance and support agreements provide customers with the right to unspecified software upgrades, maintenance releases and patches released during the term of the maintenance and support agreement on a when-and-if-available basis, and rights to technical support. On-premises term license subscriptions are offered when the customer prefers to self-manage the deployment of our platform within their own infrastructure. When our platform is delivered as a SaaS subscription, we manage their operational needs in third-party hosted data centers.

Professional Services

Our professional services revenue is comprised of fees for consulting services, including application development, deployment assistance, and training related to our platform. Over time, as the need for professional services associated with user deployments decreases and the number of end users increases, we expect professional services revenue as a percentage of total revenue to decrease. Additionally, professional services revenue may be negatively impacted if there is a decline in our procurement of new customers as a result of the COVID-19 pandemic.

We have several strategic partnerships, including with KPMG, PwC, Accenture, and Deloitte. Our agreements with our strategic partners have indefinite terms and may be terminated for convenience by either party. We intend to further grow our base of strategic partners to provide broader customer coverage and solution delivery capabilities. These partners refer software subscription customers to us and generally perform professional services with respect to any new service contracts they originate, increasing our subscriptions revenue without any change to our professional services revenue. As we expand the network of strategic partners, we expect professional services revenue to decline as a percentage of total revenue over time since our strategic partners may perform professional services associated with software subscriptions we sell. Professional services revenue may also decline in absolute dollars if we increasingly rely on our network to procure new customers.

Cost of Revenue

Subscriptions

Cost of subscriptions revenue consists primarily of fees paid to our third-party managed hosting providers and other third-party service providers, personnel costs, including payroll and benefits for our technology operations and customer support teams, and allocated facility costs and overhead. We expect cost of revenue to continue to increase in absolute dollars for the foreseeable future as our customer base grows.

Professional Services

Cost of professional services revenue includes all direct and indirect costs to deliver our professional services and training, including employee compensation for our global professional services and training personnel, third-party contractor costs, allocated facility costs and overhead, and the costs of billable expenses such as travel and lodging. The unpredictability of the timing of entering into significant professional services agreements sold on a standalone basis may cause significant fluctuations in our cost of professional services which, in turn, may impact our quarterly financial results and allocated facility costs and overhead.

Gross Margin

Gross profit and gross margin, or gross profit as a percentage of total revenue, have been, and will continue to be, affected by various factors, including the mix of SaaS subscriptions and on-premises term license subscriptions, the mix of total
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subscriptions revenue and professional services revenue, subscription pricing, the costs associated with third-party hosting facilities, and the extent to which we expand our professional services to support future growth. Our gross margin may fluctuate from period to period based on the above factors.

Subscriptions Gross Margin

Subscriptions gross margin is primarily affected by the growth in our subscriptions revenue as compared to the growth in, and timing of, costs to support such revenue. We expect to continue to invest in customer support and SaaS operations to support growth in our business, and the timing of those investments is expected to cause subscriptions gross margin to fluctuate in the short term but improve over time.

Professional Services Gross Margin

Professional services gross margin is affected by the growth in our professional services revenue as compared to the growth in, and timing of, the cost of our Customer Success organization as we continue to invest in the growth of our business. Professional services gross margin is also impacted by the amount of services performed by subcontractors and partners as opposed to internal resources. In 2020, we lowered our usage of subcontractors, and the COVID-19 pandemic resulted in fewer in-person professional services engagements and deployments, both of which reduced certain classes of expenses and improved professional services margins. In 2021, these margins have begun to normalize but remain subject to fluctuation based on the factors discussed above and uncertainties related to the COVID-19 pandemic outside of our control.
Operating Expenses

Operating expenses consist of sales and marketing, research and development, and general and administrative expenses. Salaries, bonuses, and other personnel-related costs are the most significant components of each of these expense categories. In general, our operating expenses are expected to continue to increase as we invest resources in growing our various teams.

Sales and Marketing Expense

Sales and marketing expense primarily includes personnel costs, including salaries, bonuses, commissions, stock-based compensation, and other personnel costs related to sales teams. Additional expenses in this category include travel and entertainment, marketing activities and promotional events, subcontracting fees, and allocated facility costs and overhead.

In order to continue to grow our business, geographical footprint, and brand awareness, we expect to continue investing resources in sales and marketing by increasing the number of sales and account management teams. As a result, we expect sales and marketing expense to increase in absolute dollars as we continue to invest to acquire new customers and further expand usage of our platform within our existing customer base.

Research and Development Expense

Research and development expense consists primarily of personnel costs for our employees who develop and enhance our platform, including salaries, bonuses, stock-based compensation, and other personnel costs. Also included are non-personnel costs such as subcontracting, consulting and professional fees to third party development resources, allocated facility costs, and overhead.

Our research and development efforts are focused on enhancing the speed and power of our software platform. We expect research and development expenses to continue to increase as they are critical to maintain and improve the quality of applications and our competitive position.

General and Administrative Expense

General and administrative expense consists primarily of personnel costs, including salaries, bonuses, stock-based compensation, and other personnel costs for our administrative, legal, information technology, human resources, finance, and accounting employees as well as our executives. Additional expenses included in this category are non-personnel costs such as
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travel-related expenses, contracting and professional fees, audit fees, tax service and legal fees, insurance and other corporate expenses, allocated facility costs and overhead, bad debt expenses, and depreciation and amortization costs.

We expect our general and administrative expense to increase in absolute dollars as we continue to support our growth.

Other (Income) Expense

Other (Income) Expense, Net

Other (income) expense, net consists primarily of unrealized and realized gains and losses related to changes in foreign currency exchange rates, interest income on our cash and cash equivalents and investments, gains or losses on the disposal of property and equipment, and other sources of income or expense not related to our core business operations.

Interest Expense

Interest expense consists primarily of interest on our debt, unused credit facility fees, and commitment fees on our letters of credit.

Results of Operations

The following table sets forth our condensed consolidated statements of operations data (in thousands):

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Revenue
Subscriptions$67,240 $50,760 $187,952 $142,614 
Professional services25,177 26,544 76,319 80,329 
Total revenue92,417 77,304 264,271 222,943 
Cost of revenue(1)
Subscriptions7,092 5,101 19,806 15,185 
Professional services19,415 16,450 56,065 51,641 
Total cost of revenue26,507 21,551 75,871 66,826 
Gross profit65,910 55,753 188,400 156,117 
Operating expenses(1)
Sales and marketing42,071 31,633 118,575 94,891 
Research and development26,510 18,150 71,062 51,366 
General and administrative20,226 13,485 56,726 38,076 
Total operating expenses88,807 63,268 246,363 184,333 
Operating loss(22,897)(7,515)(57,963)(28,216)
Other expense (income)
Other expense (income), net2,329 (4,277)4,141 (1,845)
Interest expense72 119 233 390 
Total other expense (income)2,401 (4,158)4,374 (1,455)
Loss before income taxes(25,298)(3,357)(62,337)(26,761)
Income tax expense86 255 459 335 
Net loss$(25,384)$(3,612)$(62,796)$(27,096)
(1) Stock-based compensation as a component of these line items is as follows:

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Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Cost of revenue
Subscriptions$381 $236 $973 $678 
Professional services777 406 2,283 935 
Operating expenses
Sales and marketing1,448 427 3,753 1,837 
Research and development1,263 669 3,347 1,841 
General and administrative1,331 1,840 7,336 5,377 
Total stock-based compensation expense$5,200 $3,578 $17,692 $10,668 

The following table sets forth our condensed consolidated statements of operations data expressed as a percentage of total revenue:

Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Revenue
Subscriptions72.8 %65.7 %71.1 %64.0 %
Professional services27.2 34.3 28.9 36.0 
Total revenue100.0 100.0 100.0 100.0 
Cost of revenue
Subscriptions7.7 6.6 7.5 6.8 
Professional services21.0 21.3 21.2 23.2 
Total cost of revenue28.7 27.9 28.7 30.0 
Gross profit71.3 72.1 71.3 70.0 
Operating expenses
Sales and marketing45.5 40.9 44.9 42.6 
Research and development28.7 23.5 26.9 23.0 
General and administrative21.9 17.4 21.5 17.1 
Total operating expenses96.1 81.8 93.2 82.7 
Operating loss(24.8)(9.7)(21.9)(12.7)
Other expense (income)
Other expense (income), net2.5 (5.5)1.6 (0.8)
Interest expense0.1 0.2 0.1 0.2 
Total other expense (income)2.6 (5.4)1.7 (0.7)
Loss before income taxes(27.4)(4.3)(23.6)(12.0)
Income tax expense0.1 0.3 0.2 0.2 
Net loss(27.5)%(4.7)%(23.8)%(12.2)%

Comparison of the Three Months Ended September 30, 2021 and 2020

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Revenue
Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Revenue
Subscriptions$67,240 $50,760 32.5 %
Professional services25,177 26,544 (5.1)%
Total revenue$92,417 $77,304 19.6 %

Total revenue increased $15.1 million, or 19.6%, in the three months ended September 30, 2021 compared to the same period in 2020 due to an increase in our subscriptions revenue of $16.5 million, which was partially offset by a decrease in our professional services revenue of $1.4 million. The increase in subscriptions revenue was driven largely by a $12.4 million increase in cloud subscription revenue and a $3.3 million increase in on-premises subscription revenue. With respect to new versus existing customers, there was a $10.9 million increase in subscriptions revenue stemming from expanded deployments and corresponding sales of additional subscriptions to existing customers while the remaining increase of $5.6 million was the result of sales of subscriptions to new customers. The decrease in professional services revenue was due primarily to an $8.6 million decrease in revenue from existing customers which was substantially offset by a $7.2 million increase in sales to new customers. Professional services revenue was impacted by our increased usage of partners to perform professional services in the three months ended September 30, 2021 as compared to the same period in 2020, which has resulted in increases to our subscriptions revenue without any change to our professional services revenue.

Cost of Revenue

Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Cost of revenue
Subscriptions$7,092 $5,101 39.0 %
Professional services19,415 16,450 18.0 %
Total cost of revenue$26,507 $21,551 23.0 %
Subscriptions gross margin89.5 %90.0 %
Professional services gross margin22.9 %38.0 %
Total gross margin71.3 %72.1 %
 
Cost of revenue increased $5.0 million, or 23.0%, in the three months ended September 30, 2021 compared to the same period in 2020, primarily due to a $3.8 million increase in professional services and product support personnel costs, a $1.2 million increase in other cost of revenue, and a $0.7 million increase in facility and overhead costs. These increases were partially offset by a $0.9 million decrease in contractor costs. Personnel costs increased due to an increase in professional services and product support personnel headcount of 19.0% from September 30, 2020 to September 30, 2021, coupled with a $0.5 million increase in stock-based compensation. The increase in other cost of revenue was due to increased hosting costs as sales of our cloud offering increased in the three months ended September 30, 2021. The increase in facility and overhead costs was due largely to an increase in certain allocated costs tied directly to our growth such as spending for offices, human resources costs, and information technology infrastructure. Contractor costs decreased in the three months ended September 30, 2021 compared to the same period in 2020 due to a decrease in the usage of subcontractors for professional services engagements.

Subscriptions gross margin was 89.5% for the three months ended September 30, 2021 compared to 90.0% in the same period in 2020. The decline was driven by increased hosting costs as sales of our cloud offering increased as well as increases in personnel costs, offset by an increase in subscriptions revenue during the three months ended September 30, 2021 as compared to the three months ended September 30, 2020. Professional services gross margin was 22.9% for the three months
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ended September 30, 2021 compared to 38.0% in the same period in 2020 due largely to higher personnel and human resources costs in the comparable periods coupled with a decline in professional services revenue. Furthermore, fewer in-person professional services engagements and deployments during the three months ended September 30, 2020 led to temporarily improved margins in the prior year. These impacts were partially offset by a decrease in the usage of subcontractors for professional services engagements. Due largely to the increase in professional services cost of revenue coupled with lower professional services revenue, gross margin fell slightly to 71.3% in the three months ended September 30, 2021 as compared to 72.1% in the same period in 2020.

Sales and Marketing Expense

Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Sales and marketing$42,071$31,63333.0 %
% of revenue45.5 %40.9 %
 
Sales and marketing expense increased $10.4 million, or 33.0%, in the three months ended September 30, 2021 compared to the same period in 2020, primarily due to a $7.4 million increase in sales and marketing personnel costs, a $1.6 million increase in facility and overhead costs, a $1.0 million increase in marketing costs, and a $0.5 million increase in professional fees. Personnel costs increased due to an increase in sales and marketing personnel headcount of 21.2% from September 30, 2020 to September 30, 2021, increased sales commissions driven by our subscriptions revenue growth, and a $1.0 million increase in stock-based compensation expense. Facility and overhead costs increased due to higher information technology spending to support our growth coupled with higher human resource costs and increased travel and entertainment expenses. Marketing costs increased due to an increase in the number of marketing events held during the three months ended September 30, 2021 as compared to the three months ended September 30, 2020 as well as increased spending on marketing materials. Professional fees increased due to an increase in the use of third-party marketing consultants.

Research and Development Expense

Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Research and development$26,510$18,15046.1 %
% of revenue28.7 %23.5 %

Research and development expense increased $8.4 million, or 46.1%, in the three months ended September 30, 2021 compared to the same period in 2020, primarily due to a $6.8 million increase in research and development personnel costs, a $1.2 million increase in facility and overhead costs, and a $0.4 million increase in professional fees. Personnel costs increased due to an increase in research and development personnel headcount of 33.3% from September 30, 2020 to September 30, 2021 as well as a $0.6 million increase in stock-based compensation expense. Facility and overhead costs increased due to higher information technology spending and increased human resources costs to support our growth. Professional fees increased due to an increase in consulting fees.

General and Administrative Expense

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Three Months Ended September 30,
20212020% Change
(dollars in thousands)
General and administrative expense$20,226$13,48550.0 %
% of revenue21.9 %17.4 %
 
General and administrative expense increased $6.7 million, or 50.0%, in the three months ended September 30, 2021 compared to the same period in 2020, primarily due to a $4.2 million increase in professional fees, a $2.1 million increase in general and administrative personnel costs, and a $0.3 million increase in facility and overhead costs. Professional fees increased due largely to higher legal fees incurred in connection with two separate lawsuits, one involving reciprocal false advertising and related claims with a competitor and one involving an effort to enforce our intellectual property. Personnel costs increased due to an increase in general and administrative personnel headcount of 12.2% from September 30, 2020 to September 30, 2021, partially offset by a $0.5 million decrease in stock-based compensation expense. Facility and overhead costs increased primarily due to an increase in certain allocated costs tied to our growth such as information technology spending, human resources costs, and office-related expenses. In addition, amortization expense increased $0.2 million as a result of an increase in intangible assets stemming from our acquisition of Lana Labs.

Other Expense (Income), Net

Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Other expense (income), net$2,329$(4,277)***
% of revenue2.5 %(5.5)%
*** - Indicates a percentage that is not meaningful

Other expense was $2.3 million in the three months ended September 30, 2021 compared to other income of $4.3 million in the three months ended September 30, 2020. This change was primarily due to $2.3 million in foreign exchange losses in the three months ended September 30, 2021 as compared to $3.3 million in foreign exchange gains in the three months ended September 30, 2020. Additionally, we recognized $1.0 million in other income during the three months ended September 30, 2020 due to a payment received from a state government as a result of our achievement of certain job creation and capital investment goals. The increase in foreign exchange losses was primarily due to currency fluctuations of the Euro and Swiss franc versus the U.S. dollar during the three months ended September 30, 2021 compared to the same period in 2020.

Interest Expense

Three Months Ended September 30,
20212020% Change
(dollars in thousands)
Interest expense$72 $119 (39.5)%
% of revenue0.1 %0.2 %

Interest expense decreased by a nominal amount in the three months ended September 30, 2021 compared to the same period in 2020, primarily due to lower commitment fees on the letter of credit outstanding.

Comparison of the Nine Months Ended September 30, 2021 and 2020

Revenue

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Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Revenue
Subscriptions$187,952 $142,614 31.8 %
Professional services76,319 80,329 (5.0)%
Total revenue$264,271 $222,943 18.5 %

Total revenue increased $41.3 million, or 18.5%, in the nine months ended September 30, 2021 compared to the same period in 2020 due to an increase in our subscriptions revenue of $45.3 million, partially offset by a decrease in our professional services revenue of $4.0 million. The increase in subscriptions revenue was driven largely by a $36.0 million increase in cloud subscription revenue and a $7.3 million increase in on-premises subscription revenue. With respect to new versus existing customers, there was a $33.0 million increase in subscriptions revenue stemming from expanded deployments and corresponding sales of additional subscriptions to existing customers while the remaining increase of $12.4 million was the result of sales of subscriptions to new customers. The decrease in professional services revenue was due primarily to a $23.8 million decrease in revenue from existing customers which was substantially offset by a $19.8 million increase in sales to new customers. Further contributing to the decrease in professional services revenue was our increased usage of partners to perform professional services in the nine months ended September 30, 2021 as compared to the same period in 2020, which has resulted in increases to our subscriptions revenue without any change to our professional services revenue.

Cost of Revenue

Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Cost of revenue
Subscriptions$19,806 $15,185 30.4 %
Professional services56,065 51,641 8.6 %
Total cost of revenue$75,871 $66,826 13.5 %
Subscriptions gross margin89.5 %89.4 %
Professional services gross margin26.5 %35.7 %
Total gross margin71.3 %70.0 %
 
Cost of revenue increased $9.0 million, or 13.5%, in the nine months ended September 30, 2021 compared to the same period in 2020, primarily due to a $10.0 million increase in professional services and product support personnel costs, coupled with a $3.6 million increase in other cost of revenue and a $0.9 million increase in facility and overhead costs. These increases were partially offset by a $4.3 million decrease in contractor costs and a $1.1 million decrease in billable expenses. Personnel costs increased due to an increase in professional services and product support personnel headcount of 19.0% from September 30, 2020 to September 30, 2021, coupled with a $1.6 million increase in stock-based compensation. The increase in other cost of revenue was due to increased hosting costs as sales of our cloud offering grew in the nine months ended September 30, 2021, while the increase in facility and overhead costs was due largely to an increase in certain allocated costs tied to our growth such as spending for offices, human resources costs, and information technology expenses. Contractor costs decreased in the nine months ended September 30, 2021 compared to the same period in 2020 due to a decrease in the usage of subcontractors for professional services engagements. Billable expenses decreased primarily as a result of lower travel and entertainment expenses pursuant to a shift to remote work that began in the second quarter of 2020.

Subscriptions gross margin slightly increased to 89.5% for the nine months ended September 30, 2021 compared to 89.4% in the same period in 2020 due to an increase in subscriptions revenue during the nine months ended September 30, 2021 as compared to the nine months ended September 30, 2020, which was offset by increased hosting costs as sales of our cloud offering increased and became a larger proportion of our overall subscriptions revenue. Professional services gross margin
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decreased to 26.5% for the nine months ended September 30, 2021 compared to 35.7% in the same period in 2020 due to higher personnel costs during the nine months ended September 30, 2021 as well as a decrease in professional services revenue. Additionally, fewer in-person professional services engagements and deployments during the nine months ended September 30, 2020 led to temporarily improved margins in the prior year. These impacts were partially offset by a decrease in the usage of subcontractors for professional services engagements. Given the higher percentage of subscriptions revenue for the comparable periods and the aforementioned decline in professional services revenue, gross margin rose to 71.3% in the nine months ended September 30, 2021 as compared to 70.0% in the same period in 2020.

Sales and Marketing Expense

Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Sales and marketing$118,575$94,89125.0 %
% of revenue44.9 %42.6 %
 
Sales and marketing expense increased $23.7 million, or 25.0%, in the nine months ended September 30, 2021 compared to the same period in 2020, primarily due to a $19.0 million increase in sales and marketing personnel costs, a $3.8 million increase in marketing costs, a $0.6 million increase in professional fees, and a $0.3 million increase in facility and overhead costs. Personnel costs increased due to an increase in sales and marketing personnel headcount of 21.2% from September 30, 2020 to September 30, 2021, increased sales commissions driven by our subscriptions revenue growth, and a $1.9 million increase in stock-based compensation expense. Marketing costs increased due to an increase in the number of marketing events held during the nine months ended September 30, 2021 as compared to the nine months ended September 30, 2020 as well as increased spending on marketing materials. Professional fees increased due to an increase in the use of third-party marketing consultants. Facility and overhead costs increased due to higher information technology spending and human resources costs to support our growth. The increases in these costs were partially offset by decreased travel and entertainment expenses pursuant to a shift to remote work that began in the second quarter of 2020.

Research and Development Expense

Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Research and development$71,062$51,36638.3 %
% of revenue26.9 %23.0 %

Research and development expense increased $19.7 million, or 38.3%, in the nine months ended September 30, 2021 compared to the same period in 2020, primarily due to a $16.2 million increase in research and development personnel costs, a $2.7 million increase in facility and overhead costs, and a $0.8 million increase in professional fees. Personnel costs increased due to an increase in research and development personnel headcount of 33.3% from September 30, 2020 to September 30, 2021 as well as a $1.5 million increase in stock-based compensation expense. Facility and overhead costs increased due largely to higher information technology spending to support our growth. Professional fees increased due to an increase in consulting fees.

General and Administrative Expense

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Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
General and administrative expense$56,726$38,07649.0 %
% of revenue21.5 %17.1 %
 
General and administrative expense increased $18.7 million, or 49.0%, in the nine months ended September 30, 2021 compared to the same period in 2020, primarily due to a $9.3 million increase in general and administrative personnel costs, an $8.2 million increase in professional fees, and a $1.0 million increase in facility and overhead costs. Personnel costs increased due to the acceleration of $3.3 million in stock-based compensation expense stemming from the vesting of the 2019 CEO grant, coupled with an increase in general and administrative personnel headcount of 12.2% from September 30, 2020 to September 30, 2021. Professional fees increased due largely to higher legal fees incurred in connection with two separate lawsuits, one involving reciprocal false advertising and related claims with a competitor and one involving an effort to enforce our intellectual property. Facility and overhead costs increased primarily due to higher information technology spending to support our growth during the nine months ended September 30, 2021, along with higher human resources costs.

Other Expense (Income), Net

Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Other expense (income), net$4,141$(1,845)***
% of revenue1.6 %(0.8)%
*** - Indicates a percentage that is not meaningful

Other expense was $4.1 million in the nine months ended September 30, 2021 compared to other income of $1.8 million in the nine months ended September 30, 2020. This change was primarily due to $4.3 million in foreign exchange losses in the nine months ended September 30, 2021 compared to $0.4 million in foreign exchange gains in the nine months ended September 30, 2020, coupled with a $0.3 million decrease in interest income. Additionally, we recognized $1.0 million in other income during the nine months ended September 30, 2020 due to a payment received from a state government as a result of our achievement of certain job creation and capital investment goals. The increase in foreign exchange losses was primarily due to currency fluctuations of the Euro and Swiss franc versus the U.S. dollar during the nine months ended September 30, 2021 compared to the same period in 2020.

Interest Expense

Nine Months Ended September 30,
20212020% Change
(dollars in thousands)
Interest expense$233 $390 (40.3)%
% of revenue0.1 %0.2 %

Interest expense decreased by $0.2 million in the nine months ended September 30, 2021 compared to the same period in 2020, primarily due to lower commitment fees on the letter of credit outstanding.

Liquidity and Capital Resources

The following table presents selected financial information and statistics as of September 30, 2021 and December 31, 2020 as well as for the nine months ended September 30, 2021 and 2020 (in thousands):
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As of
September 30, 2021December 31, 2020
Cash and cash equivalents$127,122 $112,462 
Short-term investments and marketable securities61,384 109,826 
Property and equipment, net34,280 35,404 
Long-term investments— 36,120 
Working capital168,149 209,532 
Nine Months Ended September 30,
20212020
Net cash used in operating activities$(34,498)$(13,453)
Net cash provided by (used in) investing activities51,390 (7,174)
Net cash provided by financing activities2,375 110,337 

As of September 30, 2021, we had $127.1 million of cash and cash equivalents and $61.4 million of short-term investments and marketable securities. We believe our existing cash and cash equivalents and short-term investments and marketable securities, together with any positive cash flows from operations and available borrowings under our line of credit, will be sufficient to support working capital and capital expenditure requirements for at least the next 12 months. Our future capital requirements will depend on many factors, including our growth rate, the timing and extent of spending to support research and development efforts, the expansion of sales and marketing activities, particularly internationally, the introduction of new and enhanced products and functions as well as platform enhancements and professional services offerings, the level of market acceptance of our applications, spending we may incur on expansion of our headquarters, and the global economic uncertainty and financial market conditions caused by the COVID-19 pandemic and its impact on our business.

In the event additional financing is required from outside sources, we may be unable to raise the funds on acceptable terms, if at all. To the extent existing cash and cash equivalents and investments and cash from operations are not sufficient to fund future activities, we may need to raise additional funds. We may seek to raise additional funds through equity, equity-linked, or debt financings. If we raise additional funds through the incurrence of indebtedness, such indebtedness may have rights that are senior to holders of our equity securities and could contain covenants that restrict operations. Any additional equity financing may be dilutive to our existing stockholders.

In August 2021, we completed the acquisition of Lana Labs GmbH, or Lana Labs, a developer of process mining software, for approximately $30.7 million, net of cash acquired and debt. We financed the transaction with available cash on hand. In the future, we may enter into investments in or acquisitions of similarly complementary businesses, products, or technologies, which could also require us to seek additional equity financing, incur indebtedness, or use cash resources. If we are unable to raise additional capital when desired, our business, operating results, and financial condition could be adversely affected.

Sources of Funds

We have financed our operations in large part with equity and debt financing arrangements, including net proceeds of $77.8 million from our initial public offering in May 2017, net proceeds of $57.8 million from our underwritten public offering in August 2018, net proceeds of $101.3 million from our underwritten public offering in September 2019, and net proceeds of $107.9 million from our underwritten public offering in June 2020. In addition, we have financed our operations through sales of subscriptions and professional services and borrowings under our credit facilities.

We also have the ability to draw upon a $20.0 million revolving line of credit which we entered into in November 2017. The facility matures in November 2022. We may elect whether amounts drawn on the revolving line of credit bear interest at a floating rate per annum equal to either the LIBOR or the Prime rate plus an additional interest rate margin that is determined by the availability of borrowings under the revolving line of credit. The additional interest rate margin will range from 2.00% to 2.50% in the case of LIBOR advances and from 1.00% to 1.50% in the case of Prime rate advances. The revolving line of credit
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contains an unused facility fee in an amount between 0.15% and 0.25% of the average unused portion of the revolving line of credit, which is payable quarterly. The agreement contains certain customary affirmative and negative covenants and requires us to maintain (i) an adjusted quick ratio of at least 1.35 and (ii) minimum adjusted EBITDA in the amounts and for the periods set forth in the agreement. Any amounts borrowed under the credit facility are collateralized by substantially all of our assets. We were in compliance with all covenants as of September 30, 2021. As of September 30, 2021, we had not made any borrowings under this revolving line of credit, and we had outstanding letters of credit totaling $11.2 million in connection with securing our leased office space.

Uses of Funds

Our current principal uses of cash are funding operations and other working capital requirements. Historically, we have also utilized cash to pay for acquisitions of entities we believe to be complementary to our business, and we may pursue similar opportunities in the future. Over the past several years, revenue has increased significantly from year to year and, as a result, cash flows from customer collections have increased. However, operating expenses have also increased as we have invested in growing our business. Our uses of cash in 2021 to date have included the acquisition of Lana Labs, capital expenditures, and modest leasehold improvements related to the expansion of our headquarters. Cash uses in the prior year through September 30, 2020 consisted primarily of the acquisition of Novayre.

Furthermore, in 2021 we executed a non-cancellable cloud hosting arrangement with Amazon Web Services that contains provisions for minimum purchase commitments. Purchase commitments under the agreement total $131.0 million over five years, including $22.0 million in the first year, $25.0 million in the second year, and $28.0 million in each of the third, fourth, and fifth years. The timing of payments under the agreement may vary, and the total amount of payments may exceed the minimum depending on the volume of services utilized.

Historical Cash Flows

Operating Activities

For the nine months ended September 30, 2021, net cash used in operating activities of $34.5 million consisted of a net loss of $62.8 million, offset by $21.3 million in adjustments for non-cash items and $6.9 million of cash provided by changes in working capital. Adjustments for non-cash items consisted primarily of stock-based compensation of $17.7 million, depreciation and amortization expense of $4.1 million, losses on the disposal of property and equipment of $0.1 million, and bad debt expense of $0.1 million. These adjustments were partially offset by deferred income tax adjustments of $0.5 million. The increase in cash, cash equivalents, and restricted cash resulting from changes in working capital primarily consisted of a $10.8 million increase in accounts payable and accrued expenses primarily due to the timing of payments, a $6.8 million net increase in deferred revenue as a result of increased subscription sales, a $5.8 million increase in accrued compensation and related benefits as a result of higher employee benefit accruals for such costs as commissions and bonuses, a $2.9 million increase in other current and non-current liabilities due to the establishment of the escrow liability stemming from the holdback agreement enacted pursuant to our acquisition of Lana Labs, and a $2.7 million decrease in prepaid expenses and other assets primarily due to the timing of payments. These increases to working capital were partially offset by an $11.6 million increase in deferred commissions due to increased sales activity, a $10.0 million increase in accounts receivable stemming from the timing of billings and collections in the third quarter, and a $0.5 million decrease in operating lease liabilities.

For the nine months ended September 30, 2020, net cash used in operating activities of $13.5 million consisted of a net loss of $27.1 million and $2.1 million of cash used in changes in working capital, offset by $15.8 million in adjustments for non-cash items. Adjustments for non-cash items consisted of stock-based compensation of $10.7 million, depreciation and amortization expense of $4.5 million, and bad debt expense of $0.8 million. The decrease in cash, cash equivalents, and restricted cash resulting from changes in working capital primarily consisted of a $22.6 million increase in accounts receivable stemming from increased sales as well as the timing of billings and collections, a $4.3 million increase in deferred commissions due to increased sales activity, and a $2.5 million decrease in accounts payable and accrued expenses primarily due to the timing of payments. These increases to working capital were partially offset by a $10.5 million increase in deferred revenue as a result of increased subscription sales, a $5.8 million increase in accrued compensation and related benefits as a result of higher employee benefit accruals such as vacation and bonuses, a $4.5 million decrease in prepaid expenses and other assets primarily due to the timing of payments, a $3.4 million increase in operating lease liabilities as a result of recognizing a new right-of-use
43

liability related to the expanded occupancy of our headquarters building, and a $3.0 million increase in other liabilities due to the deferral of social security tax payments pursuant to the provisions of the CARES Act.

Investing Activities

For the nine months ended September 30, 2021, net cash provided by investing activities was $51.4 million, consisting of $84.6 million in proceeds from the sale of investments, partially offset by $30.7 million in payments, net of cash acquired, related to the acquisition of Lana Labs and $2.5 million in purchases of property and equipment.

For the nine months ended September 30, 2020, net cash used in investing activities was $7.2 million which was primarily the result of $6.1 million in payments, net of cash acquired, related to the acquisition of Novayre. In addition, there were approximately $1.0 million in purchases of property and equipment.

Financing Activities

For the nine months ended September 30, 2021, net cash provided by financing activities was $2.4 million, consisting entirely of proceeds received from stock option exercises.

For the nine months ended September 30, 2020, net cash provided by financing activities was $110.3 million, consisting of $108.2 million in proceeds from our underwritten public offering in June 2020, net of underwriting discounts and commissions and the payment of offering expenses, and $3.2 million in proceeds received from stock option exercises, partially offset by $1.1 million in principal payments on finance leases.

Off-Balance Sheet Arrangements

As of September 30, 2021, we did not have any relationships with unconsolidated entities or financial partnerships, including entities sometimes referred to as structured finance or special purpose entities, that were established for the purpose of facilitating off-balance sheet arrangements or other contractually narrow or limited purposes. We do not engage in off-balance sheet financing arrangements. In addition, we do not engage in trading activities involving non-exchange traded contracts. As a result, we believe we are not materially exposed to any financing, liquidity, market, or credit risks that could arise if we had engaged in these relationships.

Critical Accounting Estimates

The preparation of our condensed consolidated financial statements in conformity with U.S. GAAP requires us to make estimates and judgments that affect the amounts reported in our financial statements and accompanying notes. Although we believe the estimates we use are reasonable, due to the inherent uncertainty involved in making those estimates, actual results reported in future periods could differ from those estimates. Significant estimates and judgments embedded in the condensed consolidated financial statements for the periods presented include revenue recognition, income taxes and the related valuation allowance, stock-based compensation, the valuation of goodwill and intangible assets, valuation of financial instruments, leases, and costs to obtain a contract with a customer.

There have been no material changes in our critical accounting policies from those disclosed in our Annual Report on Form 10-K for the year ended December 31, 2020, filed with the SEC on February 18, 2021. Furthermore, while we continue to monitor the developments surrounding the COVID-19 pandemic, including the emergence of new variant strains of COVID-19, we are not aware of any specific events or circumstances that would require us to update our estimates, assumptions, and judgments.

Recent Accounting Pronouncements

See Note 2 to the unaudited condensed consolidated financial statements in Part I, Item 1 of this Quarterly Report on Form 10-Q for a discussion of recent accounting pronouncements.
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Item 3. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

We are exposed to market risks 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 primarily the result of fluctuations in interest rates and foreign currency exchange rates. The uncertainty that exists with respect to the economic impact of the global COVID-19 pandemic has also introduced significant volatility in the financial markets.

Interest Rate Risk

We had total cash, cash equivalents, and restricted cash of $130.4 million as of September 30, 2021, which consisted of $59.4 million invested in a money market fund, cash in readily available checking accounts, and overnight repurchase investments. These securities, which are not dependent on interest rate fluctuations that may cause principal amounts to fluctuate, are held for reinvestment and working capital purchases.

In addition, as of September 30, 2021, we held $61.4 million of fixed income securities such as U.S. treasury bonds, commercial paper, corporate bonds, and asset-backed securities. These securities are subject to market risk due to fluctuations in interest rates, which may affect our interest income and the fair value of our investments. We classify investments as available-for-sale, including those with stated maturities beyond twelve months. As such, no gains or losses due to changes in interest rates are recognized in our condensed consolidated statements of operations unless such securities are sold prior to maturity or due to expected credit losses. A hypothetical 100 basis point change in interest rates would not have had a material effect on the fair market value of our investment portfolio as of September 30, 2021. To date, fluctuations in interest income have also not been significant. Our investments are made for the purpose of preserving capital, fulfilling liquidity needs, and maximizing total return. We do not enter into investments for trading or speculative purposes.

At September 30, 2021, we had no outstanding borrowings.

Inflation Risk

We do not believe inflation has had a material effect on our business, financial condition, or results of operations. If our costs become subject to significant inflationary pressures, we may not be able to fully offset such higher costs through price increases. Our inability or failure to do so could harm our business, financial condition, and results of operations.

Foreign Currency Exchange Risk

Our reporting currency is the U.S. dollar. Due to our international operations, we have foreign currency risks related to revenue and operating expenses denominated in currencies other than the U.S. dollar, primarily the Australian dollar, Swedish krona, Swiss franc, British pound sterling, Euro, and Singapore dollar. Our sales contracts are primarily denominated in the local currency of the customer making the purchase. In addition, a portion of operating expenses are incurred outside the United States and are denominated in foreign currencies. Decreases in the relative value of the U.S. dollar to other currencies may negatively affect revenue and other operating results as expressed in U.S. dollars. We do not believe an immediate 10% increase or decrease in the relative value of the U.S. dollar to other currencies would have a material effect on operating results.

We have experienced and will continue to experience fluctuations in net loss as a result of transaction gains or losses related to remeasuring certain current asset and current liability balances denominated in currencies other than the functional currency of the entities in which they are recorded. We have not engaged in the hedging of foreign currency transactions to date although we may choose to do so in the future.

Item 4. CONTROLS AND PROCEDURES

Evaluation of Disclosure Controls and Procedures

We maintain disclosure controls and procedures as defined in Rule 13a-15(e) and Rule 15d-15(e) under the Exchange Act that are designed to ensure information required to be disclosed by a company in the reports it files or submits under the Exchange Act is recorded, processed, summarized, and reported within the time periods specified in the SEC’s rules and forms. Disclosure controls and procedures include, without limitation, controls and procedures designed to ensure information required
45

to be disclosed by a company in the reports it files or submits under the Exchange Act is accumulated and communicated to our management, including our principal executive and principal financial officers, as appropriate to allow timely decisions regarding required disclosure.

Our management, with the participation of our Chief Executive Officer and our Chief Financial Officer, evaluated the effectiveness of our disclosure controls and procedures as of September 30, 2021. Based on the evaluation of our disclosure controls and procedures as of September 30, 2021, our Chief Executive Officer and Chief Financial Officer concluded that, as of such date, our disclosure controls and procedures were effective at the reasonable assurance level.

Changes in Internal Control Over Financial Reporting

There was no change in our internal control over financial reporting identified in connection with the evaluation required by Rule 13a-15(d) and 15d-15(d) of the Exchange Act that occurred during the period covered by this Quarterly Report on Form 10-Q that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.

Inherent Limitations on Effectiveness of Controls

Our management, including our Chief Executive Officer and Chief Financial Officer, believes our disclosure controls and procedures and internal control over financial reporting are designed to provide reasonable assurance of achieving their objectives and are effective at the reasonable assurance level. However, our management does not expect our disclosure controls and procedures or our internal control over financial reporting will prevent all errors and all fraud. A control system, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance the objectives of the control system are met. Further, the design of a control system must reflect the fact there are resource constraints, and the benefits of controls must be considered relative to their costs. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and instances of fraud, if any, have been detected. These inherent limitations include the realities that judgments in decision making can be faulty, and breakdowns can occur because of a simple error or mistake. Additionally, controls can be circumvented by the individual acts of some persons, by collusion of two or more people, or by management override of the controls. The design of any system of controls also is based in part upon certain assumptions about the likelihood of future events, and there can be no assurance any design will succeed in achieving its stated goals under all potential future conditions; over time, controls may become inadequate because of changes in conditions, or the degree of compliance with policies or procedures may deteriorate. Because of the inherent limitations in a cost-effective control system, misstatements due to error or fraud may occur and not be detected.

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PART II—OTHER INFORMATION

Item 1. LEGAL PROCEEDINGS

From time to time, we may become involved in legal proceedings or be subject to claims arising in the ordinary course of our business. We are not presently a party to any legal proceedings that, if determined adversely to us, would individually or taken together have a material adverse effect on our business, operating results, financial condition, or cash flows. Regardless of the outcome, litigation can have an adverse impact on us because of defense and settlement costs, diversion of management resources, and other factors.

Item 1A. RISK FACTORS

Our business is subject to risks and events that, if they occur, could adversely affect our financial condition and results of operations and the trading price of our securities. In addition to the other information set forth in this Quarterly Report on Form 10-Q, you should carefully consider the factors described in "Part I, Item 1A. Risk Factors” of our Annual Report on Form 10-K for the year ended December 31, 2020, filed with the SEC on February 18, 2021. There have been no material changes to the risk factors described in that report.

Item 2. UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS

a.Recent Sales of Unregistered Equity Securities

Not applicable.

b.Use of Proceeds

Not applicable.

c.Issuer Purchases of Equity Securities

Not applicable.

Item 3. DEFAULTS UPON SENIOR SECURITIES

Not applicable.

Item 4. MINE SAFETY DISCLOSURES

Not applicable.

Item 5. OTHER INFORMATION

Not applicable.
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Item 6. EXHIBITS

Exhibit No.
DescriptionReference
10.1#
Agreement on the Sale and Transfer of Shares dated as of August 4, 2021, by and among Appian Europe Ltd. (the “Purchaser”), and each of the Sellers and Managers identified therein.
31.1Certification of Principal Executive Officer Pursuant to Rules 13a-14(a) and 15d-14(a) under the Securities Exchange Act of 1934, as Adopted Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.
31.2Certification of Principal Financial Officer Pursuant to Rules 13a-14(a) and 15d-14(a) under the Securities Exchange Act of 1934, as Adopted Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002.
32.1*
Certifications of Principal Executive Officer and Principal Financial Officer Pursuant to 18 U.S.C. Section 1350, as Adopted Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.
101.INSXBRL Instance Document - The instance document does not appear in the interactive data file because its XBRL tags are embedded within the inline XBRL document.Attached.
101.SCHXBRL Taxonomy Extension Schema DocumentAttached.
101.CALXBRL Taxonomy Extension Calculation Linkbase DocumentAttached.
101.DEFXBRL Taxonomy Extension Definition Linkbase DocumentAttached.
101.LABXBRL Taxonomy Extension Label Linkbase DocumentAttached.
101.PREXBRL Taxonomy Extension Presentation Linkbase DocumentAttached.
104Cover page formatted as Inline XBRL and contained in Exhibit 101Attached.
# Pursuant to Item 601(a)(5) of Regulation S-K promulgated by the SEC, certain exhibits and schedules to this agreement have been omitted. The company hereby agrees to furnish supplementally to the SEC, upon its request, any or all of such omitted exhibits or schedules.
* The certifications furnished in Exhibit 32.1 hereto are deemed to accompany this Quarterly Report on Form 10-Q and will not be deemed “filed” for purposes of Section 18 of the Securities Exchange Act of 1934, as amended, except to the extent the company specifically incorporates it by reference.



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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.

APPIAN CORPORATION
November 4, 2021By:/s/ Matthew Calkins/s/ Mark Lynch
Name: Matthew CalkinsName: Mark Lynch
Title: Chief Executive Officer and Chairman of the Board (Principal Executive Officer)Title: Chief Financial Officer (Principal Financial Officer and Principal Accounting Officer)

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