{"title":"THE UK EXPORT FINANCE AI UNIVERSE","built":"2026-11-01 08:14 UTC","last_checked":"2026-10-28","checked_range":["2026-10-28","2026-10-28"],"as_of":"2026-10-28","buckets":[{"key":"unit","label":"Units and teams","color":"#8E2433","count":0},{"key":"system","label":"AI systems in use","color":"#1F2F4F","count":1},{"key":"prog","label":"Programmes and funds","color":"#2F5A45","count":0},{"key":"skills","label":"Skills and training","color":"#6E5716","count":0},{"key":"infra","label":"Compute and data infrastructure","color":"#54476E","count":0},{"key":"gov","label":"Governance and assurance","color":"#3E4555","count":0},{"key":"part","label":"Partnerships","color":"#5C5240","count":0},{"key":"rule","label":"Rules and law","color":"#A3394B","count":0},{"key":"reg","label":"Regulator actions","color":"#3D5A80","count":0}],"divisions":[{"key":"uk-export-finance","label":"UK Export Finance","count":1,"depts":[{"dept":"UK Export Finance","count":1}]}],"colleges":[],"nodes":[{"id":"GOV-BIST-058","name":"UK Export Finance: PRISM (Portfolio Risk Simulation Model)","type":"AI systems in use","category":"Export Finance","affiliation":"Ministerial department","status_group":"live","status":"live — 2025-12-16","function":"Monte Carlo economic-capital model estimating potential losses on UKEF loans, guarantees and insurance, used for pricing, monthly portfolio risk monitoring and stress testing by about ten specialist staff. Not AI; included because it is on the ATRS register.","composition":"","parent":"UK Export Finance (ministerial oversight by the BIST Secretary of State; DG UKEF listed in BIST management) (previous ATRS tag: DSIT)","parent_research":"UK Export Finance (ministerial oversight by the BIST Secretary of State; DG UKEF listed in BIST management) (previous ATRS tag: DSIT)","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.gov.uk/algorithmic-transparency-records/uk-export-finance-prism-portfolio-risk-simulation-model","https://www.gov.uk/government/organisations/department-for-business-innovation-science-and-trade"],"source_quotes":[{"url":"https://www.gov.uk/algorithmic-transparency-records/uk-export-finance-prism-portfolio-risk-simulation-model","quotes":["CreditMetrics-style","PRISM was developed in-house by the ORA team in 2011"],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.gov.uk/government/organisations/department-for-business-innovation-science-and-trade","quotes":["Tim Reid: Director General, UKEF"],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"system","depts":[{"dept":"UK Export Finance","div":"uk-export-finance"}],"colleges":[],"directorate":"UK Export Finance (Operational Research and Analysis)","previous_parent":null,"parent_changed":null,"head":null,"established":"2011 (developed in-house)","location":null,"money":null,"supplier_id_guess":"biz-lumivero","system":{"tool_name":"PRISM","owner_body":"UK Export Finance","purpose":"portfolio credit risk simulation","method":"CreditMetrics-style Monte Carlo in Excel/VBA with @Risk","human_oversight":"\"Outputs undergo at least a four-eye check and are reviewed by professional analysts.\"","supplier":"Palisade/Lumivero (@Risk); data from S&P Global, Bloomberg","registers":"ATRS","register_url":"https://www.gov.uk/algorithmic-transparency-records/uk-export-finance-prism-portfolio-risk-simulation-model","stage":"Production","first_published":"2025-12-16"},"rule":null,"topics":["public-sector adoption","investment and growth"],"confidence":"verified","confidence_raw":"verified","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"parent","target":"UK Export Finance","ids":[]},{"kind":"related","target":"BIST","ids":[]}],"div_label":"UK Export Finance","degree":0,"related_ids":[]}],"links":[],"placement_method":{"head":1}}