Independent · Updated continuously
Artificial Intelligence in Law Enforcement
Search

Search the record

26 results for facial recognition

Technologies

  • Technology Live Facial Recognition Typically NEC (NeoFace) in the UK context Real-time scanning of every passing face against a police watchlist, operating at scale in the UK on force policy rather than statute, upheld by the High Court in April 2026 and now expanding to 50 vans.
  • Technology Facewatch facial recognition Facewatch (United Kingdom) Live facial recognition operated by shops rather than police, matching customers against retailer-compiled watchlists, and the clearest documented case of the human review safeguard failing alongside the algorithm.
  • Technology Operator-Initiated Facial Recognition (handheld) Home Office-supported deployment across forces Operator-initiated facial recognition: an officer photographs a person in front of them on a handheld device and checks the image against a police database, the fastest-spreading UK facial recognition mode and the least debated.
  • Technology Retrospective Facial Recognition (PND search) Police National Database facility Retrospective searching of the Police National Database's custody image collection, running over 25,000 searches a month against more than 19 million images, with a regulator-confirmed bias finding and a replacement algorithm planned.
  • Technology Clearview AI facial recognition Clearview AI (United States) Facial recognition matching against a database of tens of billions of images scraped from the public internet without consent, sold to police and intelligence agencies, and found unlawful by regulators across Europe.
  • Technology Moscow facial recognition CCTV network Domestic and NtechLab-linked systems reported Moscow's city-wide facial recognition camera network, among the largest live identification systems anywhere, and documented as used to identify people attending political protests.
  • Technology AI Facial Recognition Body-Worn Cameras Axon (hardware) with third-party facial recognition models, including Corsight AI Facial recognition running on an officer's body-worn camera, turning a recording device into a live identification system — proposed and trialled rather than widely deployed, and resisted by at least one major supplier.
  • Technology Private Live Facial Recognition Networks Project NOLA (non-profit operator) Facial recognition operated by businesses and community organisations rather than police, creating watchlists and exclusions outside any statutory framework, and increasingly feeding information to forces.

Deployments

Topics

  • Topic Facial Recognition in Policing Facial recognition is the most contested policing technology in use today. Live deployments scan faces in a crowd against a watchlist in real time, while retrospective systems matc
  • Topic Protest and Public Order Policing Facial recognition, drones and crowd analytics are increasingly used at large public gatherings and demonstrations, both for public order and safety planning and for identifying in

Coverage