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REVENUES (Tables)
12 Months Ended
Dec. 31, 2019
Revenue from Contract with Customer [Abstract]  
Disaggregation of Revenue
The following table presents the Company’s revenues disaggregated by LOB:
Year Ended December 31,
20192018
2017 (1)
MIS:
Corporate finance (CFG)(3)
Investment-grade$379  $271  $335  
High-yield258  175  254  
Bank loans313  379  351  
Other accounts (CFG) (2)
547  554  508  
Total CFG1,497  1,379  1,448  
Structured finance (SFG)(3)
Asset-backed securities99  107  97  
RMBS95  98  89  
CMBS81  78  87  
Structured credit148  196  165  
Other accounts (SFG)   
Total SFG427  481  440  
Financial institutions (FIG)
Banking320  290  300  
Insurance119  114  102  
Managed investments25  25  22  
Other accounts (FIG)12  13  12  
Total FIG476  442  436  
Public, project and infrastructure finance (PPIF)
Public finance / sovereign222  185  218  
Project and infrastructure224  206  213  
Total PPIF446  391  431  
Total ratings revenue2,846  2,693  2,755  
MIS Other29  19  19  
Total external revenue2,875  2,712  2,774  
Intersegment royalty134  124  112  
Total MIS3,009  2,836  2,886  
MA:
Research, data and analytics (RD&A)(4)
1,273  1,121  826  
Enterprise risk solutions (ERS)(4)
522  451  455  
Professional services (PS)159  159  149  
Total external revenue1,954  1,731  1,430  
Intersegment revenue 12  16  
Total MA1,963  1,743  1,446  
Eliminations(143) (136) (128) 
Total MCO$4,829  $4,443  $4,204  
(1)Prior period amounts have not been adjusted under the modified retrospective method of adoption for the New Revenue Accounting Standard.
(2)Other includes: recurring monitoring fees of a rated debt obligation and/or entities that issue such obligations as well as fees from programs such as commercial paper, medium term notes, and ICRA corporate finance revenue.
(3)Pursuant to certain organizational realignments in 2019, MIS now reports revenue from REITs, which was previously classified in the SFG LOB, as a component of the CFG LOB. The amounts reclassified were not material and prior year revenue by LOB has been reclassified to conform to this new presentation.
(4)Pursuant to organizational/product realignments in 2019, revenue relating to the Bureau van Dijk FACT product, a credit assessment and origination software solution, is now reported in the ERS LOB. This revenue was previously reported in the RD&A LOB. Prior year revenue by LOB has been reclassified to conform to this new presentation, and the amounts reclassified were not material.
The following table presents the Company’s revenues disaggregated by LOB and geographic area:
Year Ended December 31, 2019Year Ended December 31, 2018
Year Ended December 31, 2017 (1)
U.S.Non-U.S.TotalU.S.Non-U.S.TotalU.S.Non-U.S.Total
MIS:
Corporate finance(2)
$968  $529  $1,497  $894  $485  $1,379  $961  $487  $1,448  
Structured finance(2)
270  157  427  301  180  481  288  152  440  
Financial institutions200  276  476  194  248  442  186  250  436  
Public, project and infrastructure finance282  164  446  229  162  391  266  165  431  
Total ratings revenue1,720  1,126  2,846  1,618  1,075  2,693  1,701  1,054  2,755  
MIS Other 28  29   18  19   18  19  
Total MIS1,721  1,154  2,875  1,619  1,093  2,712  1,702  1,072  2,774  
MA:
Research, data and analytics (3)
558  715  1,273  481  640  1,121  424  402  826  
Enterprise risk solutions (3)
201  321  522  170  281  451  167  288  455  
Professional services64  95  159  60  99  159  55  94  149  
Total MA823  1,131  1,954  711  1,020  1,731  646  784  1,430  
Total MCO$2,544  $2,285  $4,829  $2,330  $2,113  $4,443  $2,348  $1,856  $4,204  
(1)Prior period amounts have not been adjusted under the modified retrospective method of adoption for the New Revenue Accounting Standard.
(2)Pursuant to certain organizational realignments in 2019, MIS now reports revenue from REITs, which was previously classified in the SFG LOB, as a component of the CFG LOB. The amounts reclassified were not material and prior years revenue by LOB has been reclassified to conform to this new presentation.
(3)Pursuant to organizational/product realignments in 2019, revenue relating to the Bureau van Dijk FACT product, a credit assessment and origination software solution, is now reported in the ERS LOB. This revenue was previously reported in the RD&A LOB. Prior years revenue by LOB has been reclassified to conform to this new presentation, and the amounts reclassified were not material.

The following table presents the Company's reportable segment revenues disaggregated by segment and geographic region:
Year Ended December 31,
2019
2018
2017
MIS:
  U.S.$1,721  $1,619  $1,702  
  Non-U.S.:
   EMEA686  669  638  
   Asia-Pacific320  300  292  
   Americas148  124  142  
   Total Non-U.S.1,154  1,093  1,072  
  Total MIS2,875  2,712  2,774  
MA:
  U.S.823  711  646  
  Non-U.S.:
   EMEA760  708  494  
   Asia-Pacific231  193  179  
   Americas140  119  111  
   Total Non-U.S.1,131  1,020  784  
  Total MA1,954  1,731  1,430  
Total MCO$4,829  $4,443  $4,204  
The tables below summarize the split between transaction and relationship revenue. In the MIS segment, excluding MIS Other, transaction revenue represents the initial rating of a new debt issuance as well as other one-time fees while relationship revenue represents the recurring monitoring fees of a rated debt obligation and/or entities that issue such obligations, as well as revenue from programs such as commercial paper, medium-term notes and shelf registrations. In MIS Other, transaction revenue represents revenue from professional services and outsourcing engagements and relationship revenue represents subscription-based revenues. In the MA segment, relationship revenue represents subscription-based revenues and software maintenance revenue. Transaction revenue in MA represents perpetual software license fees and revenue from software implementation services, risk management advisory projects, training and certification services, and outsourced research and analytical engagements.
Year Ended December 31,
20192018
2017 (2)
Transaction (1)
RelationshipTotal
Transaction (1)
RelationshipTotal
Transaction (1)
RelationshipTotal
Corporate Finance$1,057  $440  $1,497  $949  $430  $1,379  $1,053  $395  $1,448  
71 %29 %100 %69 %31 %100 %73 %27 %100 %
Structured Finance$246  $181  $427  $310  $171  $481  $279  $161  $440  
58 %42 %100 %64 %36 %100 %63 %37 %100 %
Financial Institutions$212  $264  $476  $187  $255  $442  $195  $241  $436  
45 %55 %100 %42 %58 %100 %45 %55 %100 %
Public, Project and Infrastructure Finance$292  $154  $446  $238  $153  $391  $278  $153  $431  
65 %35 %100 %61 %39 %100 %65 %35 %100 %
MIS Other$ $27  $29  $ $17  $19  $ $16  $19  
%93 %100 %11 %89 %100 %16 %84 %100 %
Total MIS$1,809  $1,066  $2,875  $1,686  $1,026  $2,712  $1,808  $966  $2,774  
63 %37 %100 %62 %38 %100 %65 %35 %100 %
Research, data and analytics$16  $1,257  $1,273  $18  $1,103  $1,121  $25  $801  $826  
%99 %100 %%98 %100 %%97 %100 %
Enterprise risk solutions$118  $404  $522  $99  $352  $451  $137  $318  $455  
23 %77 %100 %22 %78 %100 %30 %70 %100 %
Professional services$159  $—  $159  $159  $—  $159  $149  $—  $149  
100 %— %100 %100 %— %100 %100 %— %100 %
Total MA$293  $1,661  $1,954  $276  $1,455  $1,731  $311  $1,119  $1,430  
15 %85 %100 %16 %84 %100 %22 %78 %100 %
Total Moody’s Corporation$2,102  $2,727  $4,829  $1,962  $2,481  $4,443  $2,119  $2,085  $4,204  
44 %56 %100 %44 %56 %100 %50 %50 %100 %
(1) Revenue from software implementation services and risk management advisory projects in MA, while classified by management as transactional revenue, is recognized over time under the New Revenue Accounting Standard (please also refer to the table below).
(2) Prior period amounts have not been adjusted under the modified retrospective method of adoption for the New Revenue Accounting Standard.
The following table presents the timing of revenue recognition:
Year Ended December 31, 2019Year Ended December 31, 2018
MISMATotalMISMATotal
Revenue recognized at a point in time$1,809  $132  $1,941  $1,686  $99  $1,785  
Revenue recognized over time1,066  1,822  2,888  1,026  1,632  2,658  
Total$2,875  $1,954  $4,829  $2,712  $1,731  $4,443  
Schedule of Changes in the Deferred Revenue Balances
Significant changes in the deferred revenue balances during the year ended December 31, 2019 are as follows:
Year Ended December 31, 2019
MISMATotal
Balance at January 1, 2019$325  $750  $1,075  
Changes in deferred revenue
Revenue recognized that was included in the deferred revenue balance at the beginning of the period(209) (714) (923) 
Increases due to amounts billable excluding amounts recognized as revenue during the period202  789  991  
Increases due to acquisitions during the period   
Effect of exchange rate changes  10  
Total changes in deferred revenue(3) 90  87  
Balance at December 31, 2019$322  $840  $1,162  
Deferred revenue - current$214  $836  $1,050  
Deferred revenue - noncurrent$108  $ $112  
Significant changes in the deferred revenue balances during the year ended December 31, 2018 are as follows:
Year Ended December 31, 2018
MISMATotal
Balance at January 1, 2018 (after New Revenue Accounting Standard transition adjustment)$334  $612  $946  
Changes in deferred revenue
Revenue recognized that was included in the deferred revenue balance at the beginning of the period(218) (590) (808) 
Increases due to amounts billable excluding amounts recognized as revenue during the period216  730  946  
Increases due to acquisitions during the period—  16  16  
Effect of exchange rate changes(7) (18) (25) 
Total changes in deferred revenue(9) 138  129  
Balance at December 31, 2018$325  $750  $1,075  
Deferred revenue—current$207  $746  $953  
Deferred revenue—noncurrent$118  $ $122