{"title":"GREATER LONDON AUTHORITY 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":1},{"key":"system","label":"AI systems in use","color":"#1F2F4F","count":7},{"key":"prog","label":"Programmes and funds","color":"#2F5A45","count":1},{"key":"skills","label":"Skills and training","color":"#6E5716","count":1},{"key":"infra","label":"Compute and data infrastructure","color":"#54476E","count":0},{"key":"gov","label":"Governance and assurance","color":"#3E4555","count":3},{"key":"part","label":"Partnerships","color":"#5C5240","count":1},{"key":"rule","label":"Rules and law","color":"#A3394B","count":1},{"key":"reg","label":"Regulator actions","color":"#3D5A80","count":0}],"divisions":[{"key":"london-office-of-technology-and-innovation","label":"London Office of Technology and Innovation","count":2,"depts":[{"dept":"London Office of Technology and Innovation","count":2}]},{"key":"city-intelligence-unit","label":"City Intelligence Unit","count":1,"depts":[{"dept":"City Intelligence Unit","count":1}]},{"key":"planning-and-regeneration","label":"Planning and Regeneration","count":1,"depts":[{"dept":"Planning and Regeneration","count":1}]},{"key":"london-assembly-planning-and-regeneration-commit","label":"London Assembly Planning and Regeneration Committee","count":1,"depts":[{"dept":"London Assembly Planning and Regeneration Committee","count":1}]},{"key":"gla-planning","label":"GLA Planning","count":1,"depts":[{"dept":"GLA Planning","count":1}]},{"key":"mayoral-policy-team","label":"Mayoral policy team","count":1,"depts":[{"dept":"Mayoral policy team","count":1}]},{"key":"mayor-s-office","label":"Mayor's Office","count":1,"depts":[{"dept":"Mayor's Office","count":1}]},{"key":"london-borough-of-camden","label":"London Borough of Camden","count":1,"depts":[{"dept":"London Borough of Camden","count":1}]},{"key":"london-borough-of-barnet","label":"London Borough of Barnet","count":1,"depts":[{"dept":"London Borough of Barnet","count":1}]},{"key":"london-borough-of-sutton","label":"London Borough of Sutton","count":1,"depts":[{"dept":"London Borough of Sutton","count":1}]},{"key":"ealing-council","label":"Ealing Council","count":1,"depts":[{"dept":"Ealing Council","count":1}]},{"key":"royal-borough-of-kingston-upon-thames","label":"Royal Borough of Kingston upon Thames","count":1,"depts":[{"dept":"Royal Borough of Kingston upon Thames","count":1}]},{"key":"london-borough-of-newham","label":"London Borough of Newham","count":1,"depts":[{"dept":"London Borough of Newham","count":1}]},{"key":"digital-experience-unit","label":"Digital Experience Unit","count":1,"depts":[{"dept":"Digital Experience Unit","count":1}]}],"colleges":[],"nodes":[{"id":"GOV-LOC-GLA-001","name":"London Building Stock Model 2 (LBSM 2)","type":"AI systems in use","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"pilot","status":"pilot — 2025-01-28","function":"Machine-learning model that fills gaps and resolves conflicts in data on about 3.8m London homes across 21 variables, for retrofit programmes, Local Area Energy Plans and net zero monitoring. Boroughs and their contractors can use outputs under the Public Sector Geospatial Agreement.","composition":"","parent":"Greater London Authority","parent_research":"Greater London Authority","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.gov.uk/algorithmic-transparency-records/greater-london-authority-london-building-stock-model-2","https://www.gov.uk/algorithmic-transparency-records?page=3"],"source_quotes":[{"url":"https://www.gov.uk/algorithmic-transparency-records/greater-london-authority-london-building-stock-model-2","quotes":["The current model uses sequential target prediction and works its way through the variables in a particular order","'restricted' - shortlist directly approached from a long list provided by Crown Commercial Services"],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.gov.uk/algorithmic-transparency-records?page=3","quotes":["Greater London Authority: London Building Stock Model 2"],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"system","depts":[{"dept":"City Intelligence Unit","div":"city-intelligence-unit"}],"colleges":[],"directorate":"City Intelligence Unit","previous_parent":null,"parent_changed":null,"head":"null (SRO: Senior Manager – City Data)","established":"null (record published 2025-01-28)","location":"London","money":"null (cost not stated)","supplier_id_guess":"biz-applied-data-science-partners","system":{"tool_name":"London Building Stock Model 2","owner_body":"GLA City Intelligence Unit","purpose":"infer missing building attributes for retrofit and energy planning","method":"LightGBM sequential regressor/classifier trained on the roughly 50% of homes with known data (EPC, OS, Census 2021, Land Registry, Colouring London, SGN)","human_oversight":"officers and partners decide programmes; \"the algorithmic tool doesn't make recommendations\"","supplier":"Applied Data Science Partners (initial modelling) with in-house GLA data scientists","registers":"ATRS","register_url":"https://www.gov.uk/algorithmic-transparency-records/greater-london-authority-london-building-stock-model-2","stage":"Beta/Pilot","first_published":"2025-01-28"},"rule":null,"topics":["energy and climate","planning and housing","data","local services"],"confidence":"verified","confidence_raw":"verified","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"parent","target":"GLA","ids":[]},{"kind":"buys_from","target":"Applied Data Science Partners","ids":[]}],"div_label":"City Intelligence Unit","degree":1,"related_ids":["GOV-LOC-GLA-015"]},{"id":"GOV-LOC-GLA-002","name":"Plan AI for analysis of Draft London Plan 2026 consultation responses (ADD2869)","type":"AI systems in use","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"live","status":"live — 2026-09-07","function":"The GLA bought the University of Liverpool's Plan AI tool to group and summarise representations on the draft London Plan. The London Assembly notes it is the first time London Plan responses are processed with an AI tool.","composition":"","parent":"Greater London Authority","parent_research":"Greater London Authority","relationships":"","notes":"Added or updated by Supplement 1 (edition 2.1).","checked":"2026-10-28","website":[],"sources":["https://www.london.gov.uk/add2869-use-plan-ai-support-london-plan-consultation-analysis","https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london","https://api.postcodes.io/postcodes/E161ZE","https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall"],"source_quotes":[{"url":"https://www.london.gov.uk/add2869-use-plan-ai-support-london-plan-consultation-analysis","quotes":["seeks approval for expenditure of £25,000 to procure the University of Liverpool's Plan AI digital planning tool","The tool handles the time-consuming task of grouping and summarising consultation comments."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london","quotes":["For the first time, consultation responses to the Draft London Plan 2026 will be processed and assessed using an AI tool."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://api.postcodes.io/postcodes/E161ZE","quotes":["latitude","longitude","admin_district","Newham"],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall","quotes":[],"accessed":"2026-10-28","secondary":false,"raw":"https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall — address as published (accessed 2026-10-28)"}],"bucket":"system","depts":[{"dept":"Planning and Regeneration","div":"planning-and-regeneration"}],"colleges":[],"directorate":"Planning and Regeneration","previous_parent":null,"parent_changed":null,"head":"Lucinda Turner, Assistant Director of Planning and Regeneration (signatory)","established":"2026-09-07 (decision signed; published 2026-09-15)","location":"City Hall, Kamal Chunchie Way, London, E16 1ZE (51.507495, 0.016223)","money":"contract: up to 25,000 GBP, 2026-27, allocated (from revenue grants unapplied reserves)","supplier_id_guess":"biz-university-of-liverpool-plan-ai","system":{"tool_name":"Plan AI","owner_body":"GLA Planning","purpose":"group and summarise London Plan consultation comments","method":"AI text grouping and summarisation (model not named on the page)","human_oversight":"GLA planners assess the representations","supplier":"University of Liverpool","registers":"not on ATRS","register_url":"null","stage":"live","first_published":"2026-09-15"},"rule":null,"topics":["planning and housing","public-sector adoption"],"confidence":"verified","confidence_raw":"verified","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[{"kind":"related","id":"GOV-LOC-025","name":"Augmented Planning Decisions trial councils and PropTech Round 6 authorities (national-layer entry)","page":"local","href":"../../local/#org=GOV-LOC-025","page_label":"Local government"}],"link_texts":[{"kind":"buys_from","target":"University of Liverpool","ids":[]},{"kind":"related","target":"GOV-LOC-GLA-003","ids":["GOV-LOC-GLA-003"]},{"kind":"related","target":"GOV-LOC-LCRCA (University of Liverpool)","ids":[]},{"kind":"related","target":"GOV-LOC-025 (PlanAI extended pilot)","ids":["GOV-LOC-025"]}],"div_label":"Planning and Regeneration","degree":2,"related_ids":["GOV-LOC-GLA-003","GOV-LOC-GLA-015"]},{"id":"GOV-LOC-GLA-003","name":"London Assembly investigation: \"How is AI being used in planning in London?\"","type":"Governance and assurance","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"current","status":"current — 2026-10-01","function":"Committee inquiry into how London planners use AI, what safeguards exist, and the GLA's role in guiding planners; it runs a survey of planning professionals and a call for evidence closing 26 November 2026.","composition":"","parent":"London Assembly (GLA)","parent_research":"London Assembly (GLA)","relationships":"","notes":"Added or updated by Supplement 1 (edition 2.1).","checked":"2026-10-28","website":[],"sources":["https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london","https://api.postcodes.io/postcodes/E161ZE","https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall"],"source_quotes":[{"url":"https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london","quotes":["The London Assembly Planning and Regeneration Committee is exploring how artificial intelligence (AI) is being used","The deadline for submission is 26 November 2026."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://api.postcodes.io/postcodes/E161ZE","quotes":["latitude","longitude","admin_district","Newham"],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall","quotes":[],"accessed":"2026-10-28","secondary":false,"raw":"https://www.london.gov.uk/who-we-are/city-halls-buildings-and-squares/how-find-city-hall — address as published (accessed 2026-10-28)"}],"bucket":"gov","depts":[{"dept":"London Assembly Planning and Regeneration Committee","div":"london-assembly-planning-and-regeneration-commit"}],"colleges":[],"directorate":"London Assembly Planning and Regeneration Committee","previous_parent":null,"parent_changed":null,"head":"null (committee chair not named on the page)","established":"2026-10-01 (page published)","location":"City Hall, Kamal Chunchie Way, London, E16 1ZE (51.507495, 0.016223)","money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"consultation","stage":"open (call for evidence)","stage_date":"2026-11-26","sponsor":"London Assembly Planning and Regeneration Committee","applies_to":"London planning authorities, the GLA"},"topics":["planning and housing","regulation and standards","local services"],"confidence":"single_source","confidence_raw":"single_source","one_source":true,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"related","target":"GOV-LOC-GLA-002","ids":["GOV-LOC-GLA-002"]},{"kind":"related","target":"GOV-LOC-GLA-004","ids":["GOV-LOC-GLA-004"]}],"div_label":"London Assembly Planning and Regeneration Committee","degree":2,"related_ids":["GOV-LOC-GLA-002","GOV-LOC-GLA-004"]},{"id":"GOV-LOC-GLA-004","name":"GLA guidance for local planning authorities on managing the risk of adopting AI products","type":"Rules and law","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"current","status":"current — null","function":"Guidance to London's local planning authorities on managing risk when adopting AI products. Only mentioned on the Assembly page; the guidance itself was not found or opened.","composition":"","parent":"Greater London Authority","parent_research":"Greater London Authority","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london"],"source_quotes":[{"url":"https://www.london.gov.uk/who-we-are/what-london-assembly-does/london-assembly-work/london-assembly-current-investigations/how-ai-being-used-planning-london","quotes":["the GLA has developed guidance for local planning authorities on how to manage the risk of adoption of AI products."],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"rule","depts":[{"dept":"GLA Planning","div":"gla-planning"}],"colleges":[],"directorate":"GLA Planning","previous_parent":null,"parent_changed":null,"head":null,"established":null,"location":null,"money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"guidance","stage":"published (date not found)","stage_date":"null","sponsor":"GLA","applies_to":"London local planning authorities"},"topics":["planning and housing","regulation and standards"],"confidence":"single_source","confidence_raw":"single_source","one_source":true,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"related","target":"GOV-LOC-GLA-003","ids":["GOV-LOC-GLA-003"]}],"div_label":"GLA Planning","degree":1,"related_ids":["GOV-LOC-GLA-003"]},{"id":"GOV-LOC-GLA-005","name":"London AI & Jobs Taskforce","type":"Governance and assurance","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"current","status":"current — 2026-09-24","function":"Set up by the Mayor in spring 2026 to study AI's effect on London's labour market. Chaired by Baroness Martha Lane-Fox; the Institute for the Future of Work (IFOW) received GLA grant funding for research and engagement. Three recommendations: a London AI Early Action System, a London AI at Work Partnership and a London Future Ready Guarantee. The Mayor accepted all recommendations on 21 July 2026 (IFOW). Presented to the London Partnership Board on 24 September 2026, which was asked to help shape a London AI Preparedness Workshop.","composition":"","parent":"Greater London Authority","parent_research":"Greater London Authority","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.london.gov.uk/moderngovmb/documents/s86491/06%20Preparing%20London%20for%20the%20future%20of%20AI%20and%20work.pdf","https://ifow.org/case-studies/mayor-of-london-accepts-all-ai-and-jobs-taskforce-recommendations-supported-by-ifow-research"],"source_quotes":[{"url":"https://www.london.gov.uk/moderngovmb/documents/s86491/06%20Preparing%20London%20for%20the%20future%20of%20AI%20and%20work.pdf","quotes":["The London AI & Jobs Taskforce was established by the Mayor of London in Spring 2026","Act Early: Create a London AI Early Action System","Date of meeting: 24 September 2026"],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://ifow.org/case-studies/mayor-of-london-accepts-all-ai-and-jobs-taskforce-recommendations-supported-by-ifow-research","quotes":["On 21 July 2026, the Mayor accepted all the Taskforce’s recommendations"],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"gov","depts":[{"dept":"Mayoral policy team","div":"mayoral-policy-team"}],"colleges":[],"directorate":"Mayor's Office / Mayoral policy team","previous_parent":null,"parent_changed":null,"head":"Baroness Martha Lane-Fox, Chair","established":"Spring 2026","location":"London","money":"see GOV-LOC-GLA-006","supplier_id_guess":null,"system":null,"rule":{"kind":"report","stage":"recommendations accepted","stage_date":"2026-07-21","sponsor":"Mayor of London","applies_to":"London employers, workers, educators and public bodies"},"topics":["employment and the labour market","education and skills","investment and growth"],"confidence":"verified","confidence_raw":"verified (acceptance date single_source)","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"related","target":"GOV-LOC-GLA-006","ids":["GOV-LOC-GLA-006"]},{"kind":"partner_of","target":"Institute for the Future of Work","ids":[]}],"div_label":"Mayoral policy team","degree":1,"related_ids":["GOV-LOC-GLA-006"]},{"id":"GOV-LOC-GLA-006","name":"Mayor's response to the AI & Jobs Taskforce: £18m for young Londoners and careers; £12m SME responsible AI programme","type":"Programmes and funds","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"announced","status":"announced — 2026-07-21","function":"As reported by IFOW, the Mayor's response included £18m (£10.5m to extend Support for Young Londoners; £7.3m to continue and expand the London Careers Programme across about 725 secondary and post-16 institutions) and, alongside it, a £12m programme to support responsible AI adoption and growth among London SMEs. 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AI work listed on its site: a Prompt & Productivity Library pilot (developed from Croydon Council's prompt library), AI Procurement Information Governance Checklists, and \"Responsibly buying AI: A guide for councils in England\" with the LGA, ICO and EHRC (national record GOV-LOC-009). Host body, funding and director not shown on the homepage.","composition":"","parent":"member-owned (London borough councils, the GLA and London Councils)","parent_research":"member-owned (London borough councils, the GLA and London Councils)","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://loti.london/","https://committees.parliament.uk/writtenevidence/135021/html/"],"source_quotes":[{"url":"https://loti.london/","quotes":["LOTI is London local government's collaborative innovation team.","a coalition of London borough councils, the GLA and London Councils."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://committees.parliament.uk/writtenevidence/135021/html/","quotes":[],"accessed":null,"secondary":false,"raw":"https://committees.parliament.uk/writtenevidence/135021/html/ — LOTI a co-signatory of the January 2025 joint evidence (as recorded in GOV-LOC-018; not re-opened in this session)"}],"bucket":"unit","depts":[{"dept":"London Office of Technology and Innovation","div":"london-office-of-technology-and-innovation"}],"colleges":[],"directorate":"LOTI","previous_parent":null,"parent_changed":null,"head":"null (not named on the homepage)","established":null,"location":"London","money":null,"supplier_id_guess":null,"system":null,"rule":null,"topics":["public-sector adoption","local services","regulation and standards"],"confidence":"single_source","confidence_raw":"single_source (second source not re-opened)","one_source":true,"as_of":"2026-10-28","rec_table":[],"ext_links":[{"kind":"partner_of","id":"GOV-LOC-009","name":"LGA guide to procuring AI (with LOTI, EHRC and ICO)","page":"local","href":"../../local/#org=GOV-LOC-009","page_label":"Local government"},{"kind":"related","id":"GOV-LOC-018","name":"Joint written evidence on AI in local government (LGA, Socitm, Solace, LOTI, iNetwork), January 2025","page":"local","href":"../../local/#org=GOV-LOC-018","page_label":"Local government"}],"link_texts":[{"kind":"partner_of","target":"GLA","ids":[]},{"kind":"partner_of","target":"LGA (GOV-LOC-009)","ids":["GOV-LOC-009"]},{"kind":"related","target":"GOV-LOC-018","ids":["GOV-LOC-018"]}],"div_label":"London Office of Technology and Innovation","degree":1,"related_ids":["GOV-LOC-GLA-008"]},{"id":"GOV-LOC-GLA-008","name":"London Prompt & Productivity Library (pilot)","type":"Skills and training","category":"Greater London Authority","affiliation":"Group page (one sub-page per strategic authority)","status_group":"pilot","status":"pilot — 2026","function":"A shared library of prompts to help London councils use generative AI tools, developed from Croydon Council's own prompt library (blog by Vindy Hansra, Croydon Council). 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