Revenues and Cost of Revenues
|9 Months Ended|
Sep. 30, 2022
|Revenue from Contract with Customer [Abstract]|
|Revenues and Cost of Revenues||Revenues and Cost of Revenues
Disaggregation of Revenue
The following table presents the Company’s revenues disaggregated by major source:
The following table presents the Company’s revenues disaggregated by geography, based on the billing address of the customer:
Remaining Performance Obligations
The following table includes estimated revenue expected to be recognized in the future as of September 30, 2022:
The remaining performance obligations disclosed above are not indicative of revenue for future periods.
Remaining performance obligations represent the transaction price allocated to unsatisfied or partially satisfied performance obligations. The disclosure includes estimates of variable consideration. The Company applies the practical expedients and exemption not to disclose the value of unsatisfied performance obligations for (i) contracts with an original expected length of one year or less; (ii) contracts for which the Company recognizes revenue at the amount to which it has the right to invoice for services performed; and (iii) contracts for which the variable consideration is allocated entirely to a wholly unsatisfied performance obligations or to a wholly unsatisfied promise to transfer a distinct service that forms part of a single performance obligation.
Total deferred revenue as of September 30, 2022 increased by $2.9 million from December 31, 2021, primarily the result of revenue growth, timing of cash receipts and revenue recognition. The majority of the Company's deferred revenue will be recognized over the course of the next twelve months.
The amount of revenue recognized that was included in the opening deferred revenue balance was $5.5 million and $5.3 million for the three months ended September 30, 2022 and 2021, respectively. The amount of revenue recognized that was included in the opening deferred revenue balance was $31.7 million and $31.6 million for the nine months ended September 30, 2022 and 2021, respectively. The majority of this revenue consists of subscription-based services and professional services arrangements. The amount of revenue recognized from performance obligations satisfied in prior periods was not material.
Deferred Sales Incentive Compensation
Deferred sales incentive compensation was $11.0 million and $11.8 million as of September 30, 2022 and December 31, 2021, respectively. Amortization expense for the deferred sales incentive compensation was $1.0 million and $1.2 million for the three months ended September 30, 2022 and 2021. Amortization expense for the deferred sales incentive compensation was $3.2 million and $3.3 million for the nine months ended September 30, 2022 and 2021. Deferred sales incentive compensation is included in other non-current assets on the condensed consolidated balance sheets and amortization expense is included in compensation and benefits expenses on the condensed consolidated statements of operations. No significant impairment loss for capitalized costs was recorded during the periods.
The Company has applied the practical expedient to recognize the incremental costs of obtaining contracts as an expense when incurred if the amortization period would have been one year or less. These costs are included in compensation and benefits expenses in the condensed consolidated statements of operations.
Cost of Revenues
The following table summarizes cost of revenues by revenue category:
The entire disclosure of revenue from contract with customer to transfer good or service and to transfer nonfinancial asset. Includes, but is not limited to, disaggregation of revenue, credit loss recognized from contract with customer, judgment and change in judgment related to contract with customer, and asset recognized from cost incurred to obtain or fulfill contract with customer. Excludes insurance and lease contracts.
Reference 1: http://www.xbrl.org/2003/role/disclosureRef