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Deferred Revenue and Performance Obligations
6 Months Ended
Jun. 30, 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 $30.2 million and $29.8 million as of June 30, 2020, and December 31, 2019, respectively. Amortization expense was $3.6 million and $7.5 million for the three and six months ended June 30, 2020, respectively, and $4.1 million and $7.9 million for the three and six months ended June 30, 2019, 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 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 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 three months ended June 30, 2019
Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$15,802  $4,873  $20,675  
Subscriptions—  73,475  73,475  
Software services—  57,401  57,401  
Maintenance—  106,689  106,689  
Appraisal services—  6,233  6,233  
Hardware and other10,651  —  10,651  
Total$26,453  $248,671  $275,124  
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  

For the six months ended June 30, 2019
 Products and services transferred at a point in timeProducts and services transferred over timeTotal
Revenues
Software licenses and royalties$32,712  $9,756  $42,468  
Subscriptions—  140,750  140,750  
Software services—  105,844  105,844  
Maintenance—  206,841  206,841  
Appraisal services—  11,447  11,447  
Hardware and other14,840  —  14,840  
Total$47,552  $474,638  $522,190  

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, 2020
Enterprise
Software
Appraisal and TaxCorporateTotals
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 three months ended June 30, 2019
Enterprise
Software
Appraisal and TaxCorporateTotals
Recurring revenues$167,027  $13,137  $—  $180,164  
Non-recurring revenues70,452  18,355  6,153  94,960  
Intercompany3,576  84  (3,660) —  
Total revenues$241,055  $31,576  $2,493  $275,124  

For the six months ended June 30, 2020
Enterprise
Software
Appraisal and TaxCorporateTotals
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  

For the six months ended June 30, 2019
Enterprise
Software
Appraisal and TaxCorporateTotals
Recurring revenues$321,470  $26,121  $—  $347,591  
Non-recurring revenues133,560  34,889  6,150  174,599  
Intercompany7,060  153  (7,213) —  
Total revenues$462,090  $61,163  $(1,063) $522,190  
Deferred Revenue and Performance Obligations
Total deferred revenue, including long-term, by segment is as follows:
June 30, 2020December 31, 2019
Enterprise Software$396,405  $375,838  
Appraisal and Tax25,437  35,487  
Corporate1,362  1,369  
Totals$423,204  $412,694  
Changes in total deferred revenue, including long-term, were as follows:
Six months ended June 30, 2020
Balance as of December 31, 2019$412,694  
Deferral of revenue508,126  
Recognition of deferred revenue(497,616) 
Balance as of June 30, 2020$423,204  
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, 2020, was $1.54 billion, of which we expect to recognize approximately 49% as revenue over the next 12 months and the remainder thereafter.