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Disaggregation of Revenue
6 Months Ended
Jun. 30, 2021
Revenue from Contract with Customer [Abstract]  
Disaggregation of Revenue 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 three to seven years. Deferred commissions were $33.6 million and $32.3 million as of June 30, 2021, and December 31, 2020, respectively. Amortization expense was $3.1 million and $6.1 million for the three and six months ended June 30, 2021, respectively, and $2.9 million and $5.9 million for the three and six ended June 30, 2020, 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 selling, general and administrative expenses in the accompanying condensed consolidated statements of income.Disaggregation of RevenueThe tables below show disaggregation of revenue into categories that reflect how economic factors affect the nature, amount, timing, and uncertainty of revenue 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 June 30, 2021
 Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$14,755 $2,849 $17,604 
Subscriptions— 199,558 199,558 
Software services— 53,337 53,337 
Maintenance— 119,621 119,621 
Appraisal services— 6,265 6,265 
Hardware and other7,690 — 7,690 
Total$22,445 $381,630 $404,075 
For the three months ended June 30, 2020
Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$14,468 $2,557 $17,025 
Subscriptions— 85,638 85,638 
Software services— 43,654 43,654 
Maintenance— 116,760 116,760 
Appraisal services— 4,696 4,696 
Hardware and other3,318 — 3,318 
Total$17,786 $253,305 $271,091 
For the six months ended June 30, 2021
 Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$26,813 $5,724 $32,537 
Subscriptions— 302,037 302,037 
Software services— 100,977 100,977 
Maintenance— 238,733 238,733 
Appraisal services— 12,730 12,730 
Hardware and other11,863 — 11,863 
Total$38,676 $660,201 $698,877 
For the six months ended June 30, 2020
 Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$30,534 $5,228 $35,762 
Subscriptions— 167,361 167,361 
Software services— 95,787 95,787 
Maintenance— 231,125 231,125 
Appraisal services— 10,459 10,459 
Hardware and other7,138 — 7,138 
Total$37,672 $509,960 $547,632 
Recurring Revenue
The majority of our revenue is comprised of revenues from maintenance and subscriptions, which we consider to be recurring revenue. Virtually all of our on-premises software clients contract with us for maintenance and support, which provides us with a significant source of recurring revenue. We generally provide maintenance and support for our on-premises clients under annual, or in some cases, multi-year contracts. The contract terms for subscription arrangements range from one to 10 years but are typically contracted for initial periods of three to five years, providing a significant source of recurring revenues on an annual basis. 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 June 30, 2021
Enterprise
Software
Appraisal and TaxNICCorporateTotals
Recurring revenues$208,417 $17,326 $93,436 $— $319,179 
Non-recurring revenues63,479 12,835 5,643 2,939 84,896 
Intercompany5,605 16 0(5,621)— 
Total revenues$277,501 $30,177 $99,079 $(2,682)$404,075 
For the three months ended June 30, 2020
Enterprise
Software
Appraisal and TaxNICCorporateTotals
Recurring revenues$186,464 $15,934 $— $— $202,398 
Non-recurring revenues56,882 11,811 — — 68,693 
Intercompany4,533 — (4,535)— 
Total revenues$247,879 $27,747 $— $(4,535)$271,091 
For the six months ended June 30, 2021
Enterprise
Software
Appraisal and TaxNICCorporateTotals
Recurring revenues$413,031 $34,303 $93,436 $— $540,770 
Non-recurring revenues123,212 26,313 5,643 2,939 158,107 
Intercompany10,866 31 — (10,897)— 
Total revenues$547,109 $60,647 $99,079 $(7,958)$698,877 
For the six months ended June 30, 2020
Enterprise
Software
Appraisal and TaxNICCorporateTotals
Recurring revenues$367,949 $30,537 $— $— $398,486 
Non-recurring revenues121,573 27,571 — 149,146 
Intercompany8,534 20 — (8,554)— 
Total revenues$498,056 $58,128 $— $(8,552)$547,632 
Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows:
June 30, 2021December 31, 2020
Enterprise Software$442,822 $422,742 
Appraisal and Tax37,419 36,945 
NIC2,719 — 
Corporate1,590 1,691 
Totals$484,550 $461,378 
Changes in total deferred revenue, including long-term, were as follows:
Six months ended June 30, 2021
Balance as of December 31, 2020$461,378 
Deferral of revenue569,106 
Recognition of deferred revenue(545,934)
Balance as of June 30, 2021$484,550 
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 June 30, 2021, was $1.63 billion, of which we expect to recognize approximately 47% as revenue over the next 12 months and the remainder thereafter.