{"as_of":"2026-10-28","counted_floor_gbp":0,"note":"Floor: Part 2.4 Table A counted rows naming this page. 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AI, data and platforms","announced vs delivered note":"—","sources (url — \"verbatim quote ≤25 words\")":"https://www.gov.uk/government/publications/hmrc-transformation-roadmap/executive-summary-hmrcs-transformation-roadmap — \"invest heavily in AI (Artificial Intelligence), data capabilities and new platforms\"","confidence":"single_source","_src":"2.4 Table B","_shared":false},{"id":"MON-C01","name":"HMRC tax protected and recovered through AI and advanced analytics","page slug":"hmrc","amount_gbp":"10000000000","period":"2025-26","announced":"2026-07-09","note":"Yield claim, not spending.","sources (url — \"verbatim quote ≤25 words\")":"https://www.gov.uk/government/publications/hmrc-annual-report-and-accounts-2025-to-2026/hmrcs-annual-report-and-accounts-2025-to-2026-executive-summary — \"advanced analytics has already enabled the protection and recovery of £10 billion in tax between 2025 and 2026\"","confidence":"verified","_src":"2.4 Table C","_shared":false},{"id":"MON-C02","name":"HMRC efficiencies from transformation","page slug":"hmrc","amount_gbp":"773000000","period":"by 2028-29","announced":"2025-07-21","note":"—","sources (url — \"verbatim quote ≤25 words\")":"https://www.gov.uk/government/publications/hmrc-transformation-roadmap/executive-summary-hmrcs-transformation-roadmap — (further efficiencies of £773 million by 2028-29 (summary in dwp-hmrc-hmt.md))","confidence":"single_source","_src":"2.4 Table C","_shared":false},{"id":"MON-C03","name":"HMRC digital nudges additional revenue","page slug":"hmrc","amount_gbp":"36400000","period":"2025-26","announced":"2026-07","note":"Secondary source.","sources (url — \"verbatim quote ≤25 words\")":"https://www.publictechnology.net/2026/07/17/society-and-welfare/hmrc-promises-fully-digital-inheritance-tax-by-2028-as-ai-delivers-protection-and-recovery-of-10bn/ — ((secondary) £36.4m from digital nudges)","confidence":"single_source","_src":"2.4 Table C","_shared":false},{"id":"MON-C04","name":"VOA efficiency savings from AI and automation","page slug":"hmrc","amount_gbp":"8000000 (about)","period":"by 2030","announced":"2026-07-02","note":"—","sources (url — \"verbatim quote ≤25 words\")":"https://www.gov.uk/government/publications/hmrc-transformation-roadmap-progress-update-2026/hmrc-transformation-roadmap-update-2026 — \"By 2030, these changes will deliver around £8 million of efficiency savings\"","confidence":"single_source","_src":"2.4 Table C","_shared":false}]}