These are not technologies in the sense of the rest of this catalogue. They are the institutional layer through which individual technologies now arrive, and they matter because they change how quickly and how uniformly systems spread across forces that previously procured separately.

PoliceAI, also written Police.AI, was announced in the UK Police Reform White Paper of January 2026 with 115 million pounds over three years, began mobilising in April 2026 and formally launched on 10 June 2026, hosted by the College of Policing with 75 million pounds over three years within a wider package of around 140 million. Its remit covers case-file assistants, disclosure assistants, crime data integrity, rapid CCTV and digital media analysis, image identification and classification, transcription and translation, AI-assisted redaction, retail crime and tool theft matching, deepfake detection, and establishing governance for Microsoft Copilot use. It also includes a public register of police AI, a national live facial recognition capability and national data standards. Large-scale pilots involving up to ten forces are planned during 2026 and 2027, with intended national scaling from 2027.

An important limit on how this should be read: the Home Office states that responsibility for procurement and deployment remains with chief officers. PoliceAI coordinates and evaluates; it does not impose systems on forces. Statewatch has noted that the public register is expected to align with FOI exemptions and that completion does not appear to be compulsory, which bears on how complete a picture it will give.

Separately, the City of London Police is delivering FCCRAS, the replacement for Action Fraud and the National Fraud Intelligence Bureau, a transformation programme of around 150 million pounds involving Capita and PwC, released in stages with an interim release in November 2024 and a second in March 2025. The force originally stated the replacement would incorporate AI and machine learning for proactive fraud and cybercrime prevention and intelligence analysis. It is best understood as a national fraud and cyber reporting platform incorporating AI capabilities rather than an AI system as such, and precisely which models are operational is not established.

A cross-cutting piece of evidence worth recording here: a Northumbria University-led project mapped 70 AI tools across policing and criminal justice in England and Wales, finding 27 already live and around 34 in trial or pilot, with 52 percent supplied by commercial vendors, and concluded that human in the loop safeguards often exist in name only.