REVENUES | REVENUES Revenue by Category The following table presents the Company’s revenues disaggregated by LOB: Three Months Ended September 30, Nine Months Ended 2023 2022 2023 2022 MA: Decision Solutions (DS) Banking $ 136 $ 115 $ 390 $ 355 Insurance 138 129 404 370 KYC 80 64 228 191 Total DS 354 308 1,022 916 Research and Insights (R&I) 222 201 654 607 Data and Information (D&I) 200 176 584 532 Total external revenue 776 685 2,260 2,055 Intersegment revenue 3 2 10 5 Total MA 779 687 2,270 2,060 MIS: Corporate Finance (CFG) Investment-grade 63 67 272 249 High-yield 38 21 116 91 Bank loans 82 47 209 232 Other accounts (1) 163 142 470 444 Total CFG 346 277 1,067 1,016 Structured Finance (SFG) Asset-backed securities 30 26 89 89 RMBS 22 22 72 85 CMBS 17 19 45 84 Structured credit 32 34 95 109 Other accounts 1 — 2 1 Total SFG 102 101 303 368 Financial Institutions (FIG) Banking 92 76 289 258 Insurance 24 24 92 82 Managed investments 7 6 23 19 Other accounts 3 3 9 9 Total FIG 126 109 413 368 Public, Project and Infrastructure Finance (PPIF) Public finance / sovereign 49 44 155 157 Project and infrastructure 66 48 216 180 Total PPIF 115 92 371 337 Total ratings revenue 689 579 2,154 2,089 MIS Other 7 11 22 34 Total external revenue 696 590 2,176 2,123 Intersegment revenue 47 43 138 129 Total MIS 743 633 2,314 2,252 Eliminations (50) (45) (148) (134) Total MCO $ 1,472 $ 1,275 $ 4,436 $ 4,178 (1) 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. The following table presents the Company’s revenues disaggregated by LOB and geographic area: Three Months Ended September 30, 2023 Three Months Ended September 30, 2022 U.S. Non-U.S Total U.S. Non-U.S Total MA: Decision Solutions $ 147 $ 207 $ 354 $ 123 $ 185 $ 308 Research and Insights 124 98 222 120 81 201 Data and Information 69 131 200 63 113 176 Total MA 340 436 776 306 379 685 MIS: Corporate Finance 242 104 346 188 89 277 Structured Finance 65 37 102 69 32 101 Financial Institutions 52 74 126 47 62 109 Public, Project and Infrastructure Finance 69 46 115 57 35 92 Total ratings revenue 428 261 689 361 218 579 MIS Other — 7 7 1 10 11 Total MIS 428 268 696 362 228 590 Total MCO $ 768 $ 704 $ 1,472 $ 668 $ 607 $ 1,275 Nine Months Ended September 30, 2023 Nine Months Ended September 30, 2022 U.S. Non-U.S Total U.S. Non-U.S Total MA: Decision Solutions $ 426 $ 596 $ 1,022 $ 376 $ 540 $ 916 Research and Insights 361 293 654 352 255 607 Data and Information 204 380 584 185 347 532 Total MA 991 1,269 2,260 913 1,142 2,055 MIS: Corporate Finance 727 340 1,067 673 343 1,016 Structured Finance 186 117 303 249 119 368 Financial Institutions 188 225 413 165 203 368 Public, Project and Infrastructure Finance 228 143 371 210 127 337 Total ratings revenue 1,329 825 2,154 1,297 792 2,089 MIS Other — 22 22 4 30 34 Total MIS 1,329 847 2,176 1,301 822 2,123 Total MCO $ 2,320 $ 2,116 $ 4,436 $ 2,214 $ 1,964 $ 4,178 The following table presents the Company’s reportable segment revenues disaggregated by segment and geographic region: Three Months Ended September 30, Nine Months Ended 2023 2022 2023 2022 MA: U.S. $ 340 $ 306 $ 991 $ 913 Non-U.S.: EMEA 300 254 867 774 Asia-Pacific 78 72 229 211 Americas 58 53 173 157 Total Non-U.S. 436 379 1,269 1,142 Total MA 776 685 2,260 2,055 MIS: U.S. 428 362 1,329 1,301 Non-U.S.: EMEA 155 139 509 497 Asia-Pacific 67 57 213 211 Americas 46 32 125 114 Total Non-U.S. 268 228 847 822 Total MIS 696 590 2,176 2,123 Total MCO $ 1,472 $ 1,275 $ 4,436 $ 4,178 The following tables summarize the split between Transaction Revenue and Recurring Revenue. Three Months Ended September 30, 2023 2022 Transaction Recurring Total Transaction Recurring Total Decision Solutions $ 43 $ 311 $ 354 $ 34 $ 274 $ 308 12 % 88 % 100 % 11 % 89 % 100 % Research and Insights $ 4 $ 218 $ 222 $ 4 $ 197 $ 201 2 % 98 % 100 % 2 % 98 % 100 % Data and Information $ 1 $ 199 $ 200 $ — $ 176 $ 176 1 % 99 % 100 % — % 100 % 100 % Total MA $ 48 (1) $ 728 $ 776 $ 38 $ 647 $ 685 6 % 94 % 100 % 6 % 94 % 100 % Corporate Finance $ 216 $ 130 $ 346 $ 153 $ 124 $ 277 62 % 38 % 100 % 55 % 45 % 100 % Structured Finance $ 48 $ 54 $ 102 $ 51 $ 50 $ 101 47 % 53 % 100 % 50 % 50 % 100 % Financial Institutions $ 52 $ 74 $ 126 $ 41 $ 68 $ 109 41 % 59 % 100 % 38 % 62 % 100 % Public, Project and Infrastructure Finance $ 71 $ 44 $ 115 $ 50 $ 42 $ 92 62 % 38 % 100 % 54 % 46 % 100 % MIS Other $ 1 $ 6 $ 7 $ 1 $ 10 $ 11 14 % 86 % 100 % 9 % 91 % 100 % Total MIS $ 388 $ 308 $ 696 $ 296 $ 294 $ 590 56 % 44 % 100 % 50 % 50 % 100 % Total Moody's Corporation $ 436 $ 1,036 $ 1,472 $ 334 $ 941 $ 1,275 30 % 70 % 100 % 26 % 74 % 100 % Nine Months Ended September 30, 2023 2022 Transaction Recurring Total Transaction Recurring Total Decision Solutions $ 126 $ 896 $ 1,022 $ 112 $ 804 $ 916 12 % 88 % 100 % 12 % 88 % 100 % Research and Insights $ 12 $ 642 $ 654 $ 12 $ 595 $ 607 2 % 98 % 100 % 2 % 98 % 100 % Data and Information $ 2 $ 582 $ 584 $ — $ 532 $ 532 — % 100 % 100 % — % 100 % 100 % Total MA $ 140 (1) $ 2,120 $ 2,260 $ 124 $ 1,931 $ 2,055 6 % 94 % 100 % 6 % 94 % 100 % Corporate Finance $ 682 $ 385 $ 1,067 $ 645 $ 371 $ 1,016 64 % 36 % 100 % 63 % 37 % 100 % Structured Finance $ 142 $ 161 $ 303 $ 217 $ 151 $ 368 47 % 53 % 100 % 59 % 41 % 100 % Financial Institutions $ 195 $ 218 $ 413 $ 159 $ 209 $ 368 47 % 53 % 100 % 43 % 57 % 100 % Public, Project and Infrastructure Finance $ 240 $ 131 $ 371 $ 211 $ 126 $ 337 65 % 35 % 100 % 63 % 37 % 100 % MIS Other $ 4 $ 18 $ 22 $ 3 $ 31 $ 34 18 % 82 % 100 % 9 % 91 % 100 % Total MIS $ 1,263 $ 913 $ 2,176 $ 1,235 $ 888 $ 2,123 58 % 42 % 100 % 58 % 42 % 100 % Total Moody's Corporation $ 1,403 $ 3,033 $ 4,436 $ 1,359 $ 2,819 $ 4,178 32 % 68 % 100 % 33 % 67 % 100 % (1) Revenue from software implementation services and risk management advisory projects, while classified by management as transactional revenue, is recognized over time under U.S. GAAP (please also refer to the following table). The following table presents the timing of revenue recognition: Three Months Ended September 30, 2023 Nine Months Ended September 30, 2023 MA MIS Total MA MIS Total Revenue recognized at a point in time $ 24 $ 388 $ 412 $ 73 $ 1,263 $ 1,336 Revenue recognized over time 752 308 1,060 2,187 913 3,100 Total $ 776 $ 696 $ 1,472 $ 2,260 $ 2,176 $ 4,436 Three Months Ended September 30, 2022 Nine Months Ended September 30, 2022 MA MIS Total MA MIS Total Revenue recognized at a point in time $ 20 $ 296 $ 316 $ 77 $ 1,235 $ 1,312 Revenue recognized over time 665 294 959 1,978 888 2,866 Total $ 685 $ 590 $ 1,275 $ 2,055 $ 2,123 $ 4,178 Unbilled receivables, deferred revenue and remaining performance obligations Unbilled receivables For certain MA arrangements, the timing of when the Company has the unconditional right to consideration and recognizes revenue occurs prior to invoicing the customer. In addition, certain MIS arrangements contain contractual terms whereby the customers are billed in arrears for annual monitoring services, requiring revenue to be accrued as an unbilled receivable as such services are provided. The following table presents the Company's unbilled receivables, which are included within accounts receivable, net, at September 30, 2023 and December 31, 2022: As of September 30, 2023 As of December 31, 2022 MA MIS MA MIS Unbilled Receivables $ 119 $ 429 $ 148 $ 385 Deferred revenue The Company recognizes deferred revenue when a contract requires a customer to pay consideration to the Company in advance of when revenue related to that contract is recognized. This deferred revenue is relieved when the Company satisfies the related performance obligation and revenue is recognized. Significant changes in the deferred revenue balances during the three and nine months ended September 30, 2023 and 2022 are as follows: Three Months Ended September 30, 2023 Three Months Ended September 30, 2022 MA MIS Total MA MIS Total Balance at June 30, $ 1,116 $ 336 $ 1,452 $ 1,019 $ 347 $ 1,366 Changes in deferred revenue Revenue recognized that was included in the deferred revenue balance at the beginning of the period (513) (113) (626) (480) (110) (590) Increases due to amounts billable excluding amounts recognized as revenue during the period 410 82 492 389 82 471 Effect of exchange rate changes (25) (2) (27) (9) (5) (14) Total changes in deferred revenue (128) (33) (161) (100) (33) (133) Balance at September 30, $ 988 $ 303 $ 1,291 $ 919 $ 314 $ 1,233 Nine Months Ended September 30, 2023 Nine Months Ended September 30, 2022 MA MIS Total MA MIS Total Balance at December 31, $ 1,055 $ 278 $ 1,333 $ 1,039 $ 296 $ 1,335 Changes in deferred revenue Revenue recognized that was included in the deferred revenue balance at the beginning of the period (969) (192) (1,161) (883) (186) (1,069) Increases due to amounts billable excluding amounts recognized as revenue during the period 908 218 1,126 819 218 1,037 Increases due to acquisitions during the period — — — 1 — 1 Effect of exchange rate changes (6) (1) (7) (57) (14) (71) Total changes in deferred revenue (67) 25 (42) (120) 18 (102) Balance at September 30, $ 988 $ 303 $ 1,291 $ 919 $ 314 $ 1,233 Deferred revenue - current $ 986 $ 240 $ 1,226 $ 917 $ 238 $ 1,155 Deferred revenue - non-current $ 2 $ 63 $ 65 $ 2 $ 76 $ 78 For the MA segment, the decrease in deferred revenue for the three months ended September 30, 2023 was primarily due to the recognition of annual subscription and maintenance billings from December 2022 and January 2023. For the nine months ended September 30, 2023, the decrease in the deferred revenue balance is attributable to recognition of revenues related to the aforementioned December 2022 billings and unfavorable changes in FX translation rates being mostly offset by the impact of the high concentration of billings in the first quarter of 2023. For the MIS segment, the changes in the deferred revenue balance during the three and nine months ended September 30, 2023 were primarily related to the significant portion of contract renewals that occurred during the first quarter of 2023 and are generally recognized over a one year period. Remaining performance obligations Remaining performance obligations in the MA segment include both amounts recorded as deferred revenue on the balance sheet as of September 30, 2023 as well as amounts not yet invoiced to customers as of September 30, 2023, largely reflecting future revenue related to signed multi-year arrangements for hosted and installed subscription-based products. As of September 30, 2023, the aggregate amount of the transaction price allocated to remaining performance obligations was approximately $3.1 billion. The Company expects to recognize into revenue approximately 65% of this balance within one year, approximately 25% of this balance between one Remaining performance obligations in the MIS segment largely reflect deferred revenue related to monitoring fees for certain structured finance products, primarily CMBS, where the issuers can elect to pay the monitoring fees for the life of the security in advance. As of September 30, 2023, the aggregate amount of the transaction price allocated to remaining performance obligations was approximately $91 million. The Company expects to recognize into revenue approximately 25% of this balance within one year, approximately 50% of this balance between one |