{"title":"OFGEM — THE REGULATORS' 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":0},{"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":7}],"divisions":[{"key":"department-wide","label":"Department-wide","count":7,"depts":[{"dept":"Department-wide","count":7}]}],"colleges":[],"nodes":[{"id":"GOV-REG-180","name":"Consultation: \"Artificial intelligence (AI) in the energy sector guidance\" (13 December 2024 to February 2025)","type":"Regulator actions","category":"Ofgem","affiliation":"Group page (sub-page per regulator)","status_group":"closed","status":"closed (with decision, 20 May 2025) — 2025-05-20","function":"Consulted on draft guidance for the responsible, safe and sustainable use of AI in Great Britain's energy sector, built on the government's AI principles. Respondents broadly supported the outcomes-focused approach; Ofgem revised the guidance to clarify its purpose, scope and effect.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/consultation/artificial-intelligence-ai-energy-sector-guidance-consultation","https://www.gov.uk/government/publications/regulators-strategic-approaches-to-ai/regulators-strategic-approaches-to-ai"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/consultation/artificial-intelligence-ai-energy-sector-guidance-consultation","quotes":["It sets out good practice for all stakeholders considering procurement or deployment of AI in the energy sector.","There is broad support for the guidance and its outcomes-focused approach."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.gov.uk/government/publications/regulators-strategic-approaches-to-ai/regulators-strategic-approaches-to-ai","quotes":[],"accessed":"2026-10-28","secondary":false,"raw":"https://www.gov.uk/government/publications/regulators-strategic-approaches-to-ai/regulators-strategic-approaches-to-ai — Ofgem listed, linking to its AI programme page (accessed 2026-10-28)"}],"bucket":"reg","depts":[{"dept":"Department-wide","div":"department-wide"}],"colleges":[],"directorate":"Ofgem","previous_parent":null,"parent_changed":null,"head":null,"established":"2024-12-13","location":null,"money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"consultation","stage":"closed (decision)","stage_date":"2025-05-20","sponsor":"Ofgem","applies_to":"energy sector licensees and stakeholders, GB"},"topics":["regulation and standards","energy and climate"],"confidence":"verified","confidence_raw":"verified","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"parent","target":"Ofgem","ids":[]},{"kind":"succeeded_by","target":"GOV-REG-181","ids":["GOV-REG-181"]}],"div_label":"Department-wide","degree":1,"related_ids":["GOV-REG-181"]},{"id":"GOV-REG-181","name":"Guidance: \"Ethical AI use in the energy sector\" (20 May 2025; updated 13 May 2026)","type":"Regulator actions","category":"Ofgem","affiliation":"Group page (sub-page per regulator)","status_group":"current","status":"current — 2026-05-13","function":"Voluntary good-practice guidance for energy companies on safe, secure, fair and sustainable AI: governance and accountability, risk assessment and mitigation, competence, and sector examples.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/guidance/ethical-ai-use-energy-sector","https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/guidance/ethical-ai-use-energy-sector","quotes":["It is good practice guidance, which we encourage the sector to adopt."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector","quotes":["how to use AI ethically in the energy sector"],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"reg","depts":[{"dept":"Department-wide","div":"department-wide"}],"colleges":[],"directorate":"Ofgem","previous_parent":null,"parent_changed":null,"head":null,"established":"2025-05-20","location":null,"money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"guidance","stage":"published (voluntary)","stage_date":"2025-05-20","sponsor":"Ofgem","applies_to":"energy companies, industry stakeholders and consumer groups, GB"},"topics":["regulation and standards","energy and climate"],"confidence":"verified","confidence_raw":"verified","one_source":false,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"parent","target":"Ofgem","ids":[]},{"kind":"related","target":"GOV-REG-180","ids":["GOV-REG-180"]},{"kind":"related","target":"GOV-REG-182","ids":["GOV-REG-182"]}],"div_label":"Department-wide","degree":3,"related_ids":["GOV-REG-180","GOV-REG-182","GOV-REG-185"]},{"id":"GOV-REG-182","name":"Ofgem AI Reg Lab (call for submissions from 24 July 2025; next session 25 November 2026 on agentic AI)","type":"Regulator actions","category":"Ofgem","affiliation":"Group page (sub-page per regulator)","status_group":"current","status":"current — 2026-10-02","function":"Table-top sessions where energy licensees and their partners test Ofgem's AI guidance and wider rules against real or hypothetical AI uses, with Ofgem AI specialists and an independent expert panel. Sessions held October 2025, February 2026 and July 2026; the next, on 25 November 2026, is on agentic AI (submissions closed 21 October 2026). Acceptance is not regulatory approval.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/guidance/ofgem-ai-reg-lab-call-submissions","https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/guidance/ofgem-ai-reg-lab-call-submissions","quotes":["We welcome submissions on a rolling basis for future AI Reg Labs via the AI Reg Lab submission form."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector","quotes":["Reg Labs are 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input: AI technical sandbox (24 July to 19 September 2025)","type":"Regulator actions","category":"Ofgem","affiliation":"Group page (sub-page per regulator)","status_group":"closed","status":"closed — 2025-09-19","function":"Asked whether Ofgem should create a controlled digital space to test AI uses in the energy sector, and how to design it.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/call-for-input/call-input-ai-technical-sandbox","https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/call-for-input/call-input-ai-technical-sandbox","quotes":["Your feedback will help us decide whether to move forward with the sandbox and how we should design it."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector","quotes":["a safe and controlled digital environment to test artificial intelligence (AI) uses in the energy sector"],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"reg","depts":[{"dept":"Department-wide","div":"department-wide"}],"colleges":[],"directorate":"Ofgem","previous_parent":null,"parent_changed":null,"head":null,"established":"2025-07-24","location":null,"money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"consultation","stage":"closed","stage_date":"2025-09-19","sponsor":"Ofgem","applies_to":"energy sector"},"topics":["regulation and standards","energy and 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risks.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/consultation/ai-technical-sandbox","https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/consultation/ai-technical-sandbox","quotes":["Feedback focused primarily on implementation detail rather than the overall case for the sandbox."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector","quotes":["our decision to proceed with establishing an AI technical sandbox as a 12-month 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2026)","type":"Regulator actions","category":"Ofgem","affiliation":"Group page (sub-page per regulator)","status_group":"closed","status":"closed (no outcome published yet) — 2026-08-13","function":"Asked how AI systems in the energy sector can be tested, evaluated and governed, and whether more guidance on outcomes-based AI assurance is needed.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/call-for-input/ai-assurance-energy-sector","https://www.ofgem.gov.uk/energy-policy-and-regulation/policy-and-regulatory-programmes/artificial-intelligence-ai-within-energy-sector"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/call-for-input/ai-assurance-energy-sector","quotes":["We are seeking views on the role of AI assurance in the energy sector","Your input will help inform whether current approaches are 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About 73 GW of the demand queue is data centres across about 315 projects. It does not set specific rules for AI Growth Zones.","composition":"","parent":"Ofgem","parent_research":"Ofgem","relationships":"","notes":"","checked":"2026-10-28","website":[],"sources":["https://www.ofgem.gov.uk/sites/default/files/2026-07/Proposed-data-centre-connection-reforms-curate-consultation-document.pdf","https://www.ofgem.gov.uk/sites/default/files/2026-07/Proposed-data-centre-connection-reforms-curate-consultation-document.pdf"],"source_quotes":[{"url":"https://www.ofgem.gov.uk/sites/default/files/2026-07/Proposed-data-centre-connection-reforms-curate-consultation-document.pdf","quotes":["The growth of artificial intelligence is driving significant interest in data centre investment."],"accessed":"2026-10-28","secondary":false,"raw":""},{"url":"https://www.ofgem.gov.uk/sites/default/files/2026-07/Proposed-data-centre-connection-reforms-curate-consultation-document.pdf","quotes":["The objective of Curate is not to reduce the volume of data centres in the connection queue to a predetermined amount."],"accessed":"2026-10-28","secondary":false,"raw":""}],"bucket":"reg","depts":[{"dept":"Department-wide","div":"department-wide"}],"colleges":[],"directorate":"Ofgem (demand connections reform)","previous_parent":null,"parent_changed":null,"head":null,"established":"2026-07-29","location":null,"money":null,"supplier_id_guess":null,"system":null,"rule":{"kind":"consultation","stage":"closed","stage_date":"2026-09-16","sponsor":"Ofgem","applies_to":"data centre projects seeking grid connections, GB"},"topics":["energy and climate","compute and infrastructure","regulation and standards"],"confidence":"single_source","confidence_raw":"single_source (one primary document)","one_source":true,"as_of":"2026-10-28","rec_table":[],"ext_links":[],"link_texts":[{"kind":"parent","target":"Ofgem","ids":[]},{"kind":"related","target":"AI Growth Zones (BIST/DESNZ pages)","ids":[]}],"div_label":"Department-wide","degree":0,"related_ids":[]}],"links":[{"source":"GOV-REG-180","target":"GOV-REG-181","kind":"succeeded_by","evidence":"GOV-REG-180 links: succeeded_by → GOV-REG-181"},{"source":"GOV-REG-181","target":"GOV-REG-182","kind":"related","evidence":"GOV-REG-181 links: related → GOV-REG-182"},{"source":"GOV-REG-182","target":"GOV-REG-184","kind":"related","evidence":"GOV-REG-182 links: related → GOV-REG-184"},{"source":"GOV-REG-183","target":"GOV-REG-184","kind":"succeeded_by","evidence":"GOV-REG-183 links: succeeded_by → GOV-REG-184"},{"source":"GOV-REG-185","target":"GOV-REG-181","kind":"related","evidence":"GOV-REG-185 links: related → GOV-REG-181"}],"placement_method":{"root":7}}