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Revenue Recognition
12 Months Ended
Dec. 31, 2021
Revenue from Contract with Customer [Abstract]  
Revenue from Contract with Customer
17. Revenue Recognition
Transaction price allocated to the remaining performance obligations
As of December 31, 2021, approximately $1.0 billion of revenue is expected to be recognized from remaining performance obligations. We expect to recognize revenue on approximately 60% of these remaining performance obligations over the next 12 months, with the remainder recognized thereafter.
We applied the practical expedient in ASC 606-10-50-14 and have excluded the value of unsatisfied performance obligations for (i) contracts with an original expected length of one year or less (one-time services); and (ii) contracts for which we recognize revenue at the amount to which we have the right to invoice for services performed (payment services and usage).
We also applied the practical expedient in ASC 606-10-65-1-(f)(3), whereby the transaction price allocated to the remaining performance obligations, or an explanation of when we expect to recognize that amount as revenue for all reporting periods presented before the date of the initial application, is not disclosed.
Contract balances
Our contract assets as of December 31, 2021 and December 31, 2020 were insignificant. Our opening and closing balances of deferred revenue were as follows:
(in thousands)December 31,
2021
December 31,
2020
Total deferred revenue$378,746 $316,914 
Deferred revenue increased during 2021, primarily due to the inclusion of EVERFI deferred revenue balances and, to a much lesser extent, early progress in initiatives to bring our pricing in line with the market. The amount of revenue recognized during the 2021 that was included in the deferred revenue balance at the beginning of the period was approximately $288 million. The amount of revenue recognized during the 2021 from performance obligations satisfied in prior periods was insignificant.
Disaggregation of revenue
We sell our cloud solutions and related services in three primary geographical markets: to customers in the United States, to customers in the United Kingdom and to customers located in other countries. The following table presents our revenue by geographic area based on the address of our customers:
Years ended
December 31,
(dollars in thousands)
2021
2020
2019
United States$777,333 $772,188 $775,308 
United Kingdom89,688 84,121 65,176 
Other countries60,719 56,910 59,939 
Total revenue$927,740 $913,219 $900,423 
Beginning in the second quarter of 2021, we combined our General Markets Group and Enterprise Markets Group into a single U.S. Markets Group ("UMG") and moved our Corporations vertical under our International Markets Group ("IMG"). This change was made to better align our resources toward customer retention and growth, which are key objectives as we progress toward our long-term aspirational goals.
The UMG and the IMG comprised our go-to-market organizations as of December 31, 2021. The following is a description of each market group as of that date:
The UMG focuses on sales primarily to all prospects and customers inside of the U.S.; and
The IMG focuses on sales primarily to all prospects and customers outside of the U.S, as well as corporations.
The following table presents our revenue by market group:
Years ended
December 31,
(dollars in thousands)
2021
2020(1)
2019(1)
UMG
$733,663 $730,482 $750,007 
IMG193,632 181,948 147,147 
Other445 789 3,269 
Total revenue$927,740 $913,219 $900,423 
(1)Due to the market group changes discussed above, we have recast our revenue by market group for the years ended December 31, 2020 and 2019 to present them on a consistent basis with the current year.