|12 Months Ended|
Dec. 31, 2021
|Revenue Recognition [Abstract]|
The following table present the Company’s revenues disaggregated by geographical region (based on the Company's customers’ location) and revenue type for the years ended December 31, 2021, 2020 and 2019:
The following table present the Company’s revenues disaggregated based on the timing of revenue recognized for the years ended December 31, 2021, 2020 and 2019:
Contract assets are recorded when the Company's right to consideration is conditional on constraints other than the passage of time. The Company had no material contract assets as of December 31, 2021 and 2020.
Contract liabilities include advance payments and billings in excess of revenue recognized. Contract liabilities are presented under deferred revenues. The Company's deferred revenues as of December 31, 2021 and 2020 were as follows:
*Includes $21.1 million and $14.3 million under long term deferred revenue in the Company's consolidated balance sheets as of December 31, 2021 and December 31, 2020, respectively.
Revenue recognized in 2021 and 2020 that was included in deferred revenue balance as of January 1, 2021 and 2020, was $48.7 million and $50.1 million, respectively.
Remaining Performance Obligations (“RPO”) represents contracted revenue that has not yet been recognized, which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods. As of December 31, 2021 and 2020 the total RPO amounted to $128.0 million and $85.7 million, respectively. The Company expects to recognize $104.5 million of this RPO during the next 12 months, $12.5 million over the subsequent 12 months and the remaining $11.0 million thereafter.
Sales commissions earned mainly by the Company’s sales agents are considered incremental costs of obtaining a contract with a customer as the Company expects the benefit of those commissions to be longer than one year. The majority of the sales commissions are not subject to capitalization as the commission expense is recognized as the related revenue is recognized. Sales commissions for initial contracts related to the service type warranty are deferred and then amortized on a straight-line basis over the expected customer relationship period (generally 5 years) if the Company expects to recover those costs. The Company determined the period of benefit by taking into consideration customer contracts including renewals, the technology and other factors. Amortization expense is included in selling, general and administrative expenses in the consolidated statements of operations. As of December 31, 2021 and 2020, the deferred commission amounted to $7.4 million and $5.0 million, respectively and presented under Other non-current assets.