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Disaggregation of Revenue
3 Months Ended
Mar. 31, 2023
Revenue from Contract with Customer [Abstract]  
Disaggregation of Revenue Disaggregation of Revenue
The tables below show disaggregation of revenue into categories that reflect how economic factors affect the nature, amount, timing, and uncertainty of revenues and cash flows.
Timing of Revenue Recognition
Timing of revenue recognition by revenue category during the period is as follows:
For the three months ended March 31, 2023Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Subscriptions:
SaaS$— $126,595 $126,595 
Transaction-based fees— 153,870 153,870 
Maintenance— 115,130 115,130 
Professional services— 60,929 60,929 
Software licenses and royalties9,281 849 10,130 
Hardware and other5,199 — 5,199 
Total$14,480 $457,373 $471,853 
For the three months ended March 31, 2022Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Subscriptions:
SaaS$— $101,782 $101,782 
Transaction-based fees— 143,661 143,661 
Maintenance— 117,029 117,029 
Professional services— 70,015 70,015 
Software licenses and royalties14,069 2,437 16,506 
Hardware and other7,115 — 7,115 
Total$21,184 $434,924 $456,108 
Recurring Revenues
The majority of our revenue is comprised of revenues from subscriptions and maintenance, which we consider to be recurring revenues. Subscriptions revenue primarily consists of revenues derived from our SaaS arrangements and transaction-based fees, which relate to digital government services, e-filing transactions, and payment processing. The contract terms for subscription arrangements range from one to 10 years but are typically contracted for initial periods of three to five years. Virtually all of our on-premises software clients contract with us for maintenance and support, which provides us with a significant source of recurring revenues. That maintenance and support is generally provided under annual, or in some cases, multi-year contracts. We consider all other revenue categories to be non-recurring revenues.
Recurring revenues and non-recurring revenues recognized during the period are as follows:
For the three months ended March 31, 2023Enterprise
Software
Platform TechnologiesCorporateTotals
Recurring revenues$258,495 $137,100 $— $395,595 
Non-recurring revenues64,766 11,492 — 76,258 
Intercompany5,083 — (5,083)— 
Total revenues$328,344 $148,592 $(5,083)$471,853 
For the three months ended March 31, 2022Enterprise
Software
Platform TechnologiesCorporateTotals
Recurring revenues$231,011 $131,461 $— $362,472 
Non-recurring revenues74,387 19,249 — 93,636 
Intercompany5,589 — (5,589)— 
Total revenues$310,987 $150,710 $(5,589)$456,108 
Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows:
March 31, 2023December 31, 2022
Enterprise Software$462,043 $533,902 
Platform Technologies29,776 33,691 
Corporate7,176 2,982 
Totals$498,995 $570,575 
Changes in total deferred revenue, including long-term, were as follows:
Three months ended March 31, 2023
Balance as of December 31, 2022$570,575 
Deferral of revenue256,257 
Recognition of deferred revenue(327,837)
Balance as of March 31, 2023$498,995 
Transaction Price Allocated to the Remaining Performance Obligations
The aggregate amount of transaction price allocated to the remaining performance obligations represents contracted revenue that has not yet been recognized (“backlog”), which includes deferred revenue and amounts that will be invoiced and recognized as revenue in future periods. Backlog as of March 31, 2023, was $1.85 billion, of which we expect to recognize approximately 46% as revenue over the next 12 months and the remainder thereafter.
Deferred CommissionsSales commissions earned by our sales force are considered incremental and recoverable costs of obtaining a contract with a customer. Sales commissions for initial contracts are deferred and then amortized commensurate with the recognition of associated revenue over a period of benefit that we have determined to be generally three to seven years. Deferred commissions were $44.3 million and $43.8 million as of March 31, 2023, and December 31, 2022, respectively. Amortization expense was $4.3 million and $3.5 million for the three months ended March 31, 2023 and 2022, respectively. There were no indicators of impairment in relation to the costs capitalized for the periods presented. Deferred commissions have been included with prepaid expenses for the current portion and non-current other assets for the long-term portion in the accompanying condensed consolidated balance sheets. Amortization expense related to deferred commissions is included in sales and marketing expense in the accompanying condensed consolidated statements of income.