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Deferred Revenue and Performance Obligations
3 Months Ended
Mar. 31, 2020
Revenue from Contract with Customer [Abstract]  
Deferred Revenue and Performance Obligations 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 $30.9 million and $29.8 million as of March 31, 2020, and December 31, 2019, respectively. Amortization expense was $3.9 million for the three months ended March 31, 2020, and $3.8 million for the three months ended March 31, 2019. 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 Revenue
The 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 March 31, 2020
 Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$16,066  $2,671  $18,737  
Subscriptions—  81,723  81,723  
Software services—  52,133  52,133  
Maintenance—  114,365  114,365  
Appraisal services—  5,763  5,763  
Hardware and other3,820  —  3,820  
Total$19,886  $256,655  $276,541  
For the three months ended March 31, 2019
Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$16,910  $4,883  $21,793  
Subscriptions—  67,275  67,275  
Software services—  48,443  48,443  
Maintenance—  100,152  100,152  
Appraisal services—  5,214  5,214  
Hardware and other4,189  —  4,189  
Total$21,099  $225,967  $247,066  

Recurring Revenue
The majority of our revenue is comprised of recurring revenues from maintenance and subscriptions. 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. Non-recurring revenues are derived from all other revenue categories.
Recurring revenues and non-recurring revenues recognized during the period are as follows:
For the three months ended March 31, 2020
Enterprise
Software
Appraisal and TaxCorporateTotals
Recurring revenues$181,485  $14,603  $—  $196,088  
Non-recurring revenues64,691  15,760   80,453  
Intercompany4,001  18  (4,019) —  
Total revenues$250,177  $30,381  $(4,017) $276,541  

For the three months ended March 31, 2019
Enterprise
Software
Appraisal and TaxCorporateTotals
Recurring revenues$154,443  $12,984  $—  $167,427  
Non-recurring revenues63,108  16,534  (3) 79,639  
Intercompany3,484  69  (3,553) —  
Total revenues$221,035  $29,587  $(3,556) $247,066  
Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows:
March 31, 2020December 31, 2019
Enterprise Software$333,314  $375,838  
Appraisal and Tax31,205  35,487  
Corporate1,607  1,369  
Totals$366,126  $412,694  
Changes in total deferred revenue, including long-term, were as follows:

Three months ended March 31, 2020
Balance as of December 31, 2019$412,694  
Deferral of revenue198,324  
Recognition of deferred revenue(244,892) 
Balance as of March 31, 2020$366,126  
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, 2020, was $1.50 billion, of which we expect to recognize approximately 48% as revenue over the next 12 months and the remainder thereafter.