Police AI deployment tracker
Every known use of artificial intelligence by a police force or public body: one record per body and system, each tied to the public source it rests on. Search, filter and download any view. Select a column heading to sort.
290 records: 225 in use now, 29 withdrawn, 36 on the horizon.
Every square is one record. Squares outside your search and filters fade, so you can see what part of the whole you are looking at.
| Country | Supplier | ||||
|---|---|---|---|---|---|
| Gobierno de la Ciudad Autónoma de Buenos AiresSistema de Reconocimiento Facial de Prófugos (SRFP) | ArgentinaCiudad Autónoma de Buenos Aires | — | 2019 | Paused | |
| Ministerio Público Fiscal de la Ciudad Autónoma de Buenos AiresClearview Pro facial recognition | ArgentinaCiudad Autónoma de Buenos Aires | Clearview AI | 2025 | Operational | |
| Policía Federal Argentina (Ministerio de Seguridad de la Nación)Clearview AI facial recognition | Argentina | Clearview AI | 2025 | Operational | |
| Australian Federal PoliceClearview AI facial recognition (free trial) | AustraliaAustralian Centre to Counter Child Exploitation | Clearview AI | 2019 | Discontinued | |
| New South Wales Police ForceSuspect Target Management Plan (STMP III / Chimera) | AustraliaNew South Wales | Built in-house by NSW Police Force | 2000 | Discontinued | |
| South Australia PoliceAI investigative and surveillance tools | AustraliaSouth Australia | NEC (NeoFace), for facial recognition | 2026 | Operational | |
| Victoria PoliceRetrospective Facial Recognition | AustraliaVictoria | iFace | 2020 | Operational | |
| Western Australia PoliceLive Facial Recognition | AustraliaPerth and Fremantle | NEC (NeoFace M40) | 2026 | Trial | |
| Bundeskriminalamt (Federal Criminal Police Office)Retrospective facial recognition against the police photograph database | Austria | Cognitec Systems | 2020 | Operational | |
| Aalst police zoneBriefCam video analytics | BelgiumEast Flanders | BriefCam | — | Operational | |
| Brussels police zoneVideo Analytics Search (BriefCam) | BelgiumBelgium, Brussels | BriefCam | 2023 | Operational | |
| Federal Police (Belgium)ANPR national platform (ANPR@GPI) | Belgium | — | 2025 | Operational | |
| Ghent police zoneVideo analytics search (BriefCam) | BelgiumGhent, East Flanders | BriefCam | — | Operational | |
| Rio de Janeiro Military Police (CICC)Live Facial Recognition | BrazilRio de Janeiro state | Dahua (car-mounted cameras) | 2019 | Operational | |
| São Paulo City Hall (Smart Sampa)Live Facial Recognition | BrazilSão Paulo city | Not specified in sources reviewed | 2024 | Operational | |
| Edmonton Police ServiceAI Facial Recognition Body-Worn Cameras | CanadaAlberta | Axon (camera hardware) with Corsight AI (facial recognition model) | 2025 | Trial | |
| Halton Regional Police ServiceAI Call-Taker Hiring and Training Simulation | CanadaOntario | GovWorx | 2026 | Operational | |
| Peel Regional PoliceRetrospective Facial Recognition | CanadaOntario | Idemia | 2024 | Operational | |
| Royal Canadian Mounted PoliceFacial Recognition Technology (vendor evaluation) | Canada | Multiple vendors under evaluation, not yet named publicly | 2026 | Proposed | |
| Royal Canadian Mounted Police (British Columbia)AI-assisted police report writing | CanadaBritish Columbia | Axon (Draft One) | 2025 | Trial | |
| Royal Canadian Mounted Police (National Child Exploitation Crime Centre)Clearview AI facial recognition | Canada | Clearview AI | 2019 | Discontinued | |
| Toronto Police ServiceRetrospective Facial Recognition | CanadaOntario | NEC (NeoFace Reveal) | 2018 | Operational | |
| York Regional PoliceRetrospective Facial Recognition | CanadaOntario | Idemia | 2024 | Operational | |
| Subsecretaría de Prevención del DelitoSITIA Patentes automatic licence plate recognition | ChileRegión Metropolitana, extending to other regions | — | 2024 | Operational | |
| Subsecretaría de Prevención del DelitoSITIA unified public and private camera platform | ChileRegión Metropolitana, extending to other regions | — | 2024 | Operational | |
| Daxing Branch, Beijing Municipal Public Security BureauSelf-driving police patrol cars (road test) | ChinaBeijing | Neolix | 2024 | Trial | |
| Hangzhou Public Security Bureau (traffic police)Humanoid police robots | ChinaZhejiang | SUPCON Information (T2) | 2026 | Operational | |
| Ministry of Public Security (national)Skynet / Sharp Eyes camera and facial recognition network | China | Multiple domestic manufacturers | 2005 | Operational | |
| Ordos traffic policeRobot traffic police | ChinaOrdos, Inner Mongolia | — | 2026 | Operational | |
| Public Security Bureau (multiple cities)AI Autonomous Police Patrol Vehicles | ChinaNational, multiple cities | Not disclosed in available reporting | 2025 | Operational | |
| Wuhu Public Security BureauHumanoid police robots | ChinaAnhui | AiMOGA Robotics, backed by Chery (R001) | 2026 | Operational | |
| Xinjiang regional policeIntegrated Joint Operations Platform (IJOP) | ChinaXinjiang | State-developed, with Hikvision (CETC) reported as an equipment supplier | 2016 | Operational | |
| Policía Nacional de ColombiaIAPol crime prediction and patrol allocation | Colombia | High Tech Software S.A.S. | 2025 | Operational | |
| Czech PoliceAI and machine learning forensic tools | Czech RepublicCzech Republic, national | Multiple: BriefCam, Magnet AXIOM, Cellebrite UFED, Phonexia, Newton, ABBYY FineReader | 2026 | Operational | |
| Københavns Politi (Copenhagen Police)Object and facial recognition in investigative video review | DenmarkCopenhagen | — | 2025 | Trial | |
| Rigspolitiet (Danish National Police)Automatic number plate recognition (ANPG) | Denmark | — | — | Operational | |
| Rigspolitiet (Danish National Police)POL-INTEL cross-domain police analysis platform | Denmark | Palantir Technologies | — | Operational | |
| Estonian Police and Border Guard BoardLive Facial Recognition | EstoniaEstonia, national | Not specified in the source | 2024 | Trial | |
| eu-LISA (EU Agency for the Operational Management of Large-Scale IT Systems)EU Entry/Exit System (EES) | European UnionEuropean Union and Schengen area | eu-LISA | 2025 | Operational | |
| National Bureau of InvestigationRetrospective Facial Recognition | FinlandFinland, national | Clearview AI, and separately Arachnid | 2020 | Discontinued | |
| Direction générale de la sécurité intérieure (DGSI)Palantir data analysis platform | France | Palantir Technologies | 2016 | Operational | |
| Direction générale des douanes et droits indirects (French customs)LAPI (automated licence plate reading) | France | — | 2009 | Operational | |
| Gendarmerie nationaleVideo Analytics Search (BriefCam) | France | BriefCam (Canon) | 2015 | Operational | |
| Gendarmerie nationaleAlgorithmic video surveillance (VSA / vidéosurveillance algorithmique) | France | Multiple contractors | 2023 | Operational | |
| Gendarmerie nationaleRetrospective Facial Recognition (handheld, NEO devices) | France | Cognitec (Germany) | 2025 | Operational | |
| Gendarmerie nationaleLAPI (automated licence plate reading) | France | — | 2007 | Operational | |
| Gendarmerie nationalePJGN AI investigative tools platform (speech-to-text, object detection, translation) | France | — | — | Operational | |
| Gendarmerie nationale"Parole" speech-to-text transcription of child victim interviews | France | — | — | Operational | |
| Gendarmerie nationaleAutomatic categorisation of seized child sexual abuse images | France | — | — | Operational | |
| Gendarmerie nationaleI-Accueil chatbot for brigade reception staff | France | — | — | Trial | |
| Police nationaleVideo Analytics Search (BriefCam) | France | BriefCam (Canon) | 2015 | Operational | |
| Police nationaleAlgorithmic video surveillance (VSA / vidéosurveillance algorithmique) | France | Multiple contractors | 2023 | Operational | |
| Police nationaleRetrospective Facial Recognition (handheld, NEO devices) | France | Cognitec (Germany) | 2025 | Operational | |
| Police nationaleLAPI (automated licence plate reading) | France | — | 2007 | Operational | |
| Ville de ToulouseAlgorithmic detection of 'abnormal' or suspicious behaviour in urban video protection contract | FranceToulouse, Haute-Garonne | SNEF (framework contract, both lots) | — | Proposed | |
| Bavarian State PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyBavaria | Palantir Technologies | 2024 | Operational | |
| Hessen PoliceAI-supported real-time biometric identification | GermanyFrankfurt am Main (Bahnhofsviertel), Hesse | Not specified in the source | 2025 | Operational | |
| Hessen PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyHesse | Palantir Technologies | 2017 | Operational | |
| North Rhine-Westphalia PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyNorth Rhine-Westphalia | Palantir Technologies | 2019 | Operational | |
| Royal Gibraltar PoliceOvert live facial recognition (fixed cameras) | Gibraltar | OSG (contractor operating the platform, per the Gibraltar Chronicle) | 2026 | Operational | |
| Hellenic PoliceMultimodal Handheld Biometric Identification | GreeceNationwide | Intracom Telecom | 2019 | Discontinued | |
| Hong Kong Police ForceSmartView territory-wide CCTV network with AI video analytics | Hong KongHong Kong (territory-wide) | — | — | Operational | |
| Hungarian National PoliceRetrospective Facial Recognition (PND search) | HungaryNationwide; deployed at Budapest Pride, June 2025 | National Expertise and Research Centre database (collected from ID cards/driving licences since 2015) | 2025 | Operational | |
| Delhi PoliceLive Facial Recognition | IndiaDelhi | Not specified in sources reviewed | 2018 | Operational | |
| An Garda SiochanaRetrospective Facial Recognition | IrelandIreland, national | Not yet established in public evidence | 2025 | Proposed | |
| An Garda SiochanaANPR (automatic number plate recognition) | Ireland | — | 2010 | Operational | |
| Department of Justice, Home Affairs and Migration (Ireland)eGates with facial comparison (Dublin Airport) | IrelandDublin Airport | Vision-Box (Amadeus) | — | Operational | |
| Isle of Man ConstabularyANPR linked to the UK National ANPR Service (ports) | Isle of Man | — | — | Proposed | |
| Israel PoliceEagle Eye (Ein HaNetz) automatic number plate recognition network | Israel | — | — | Operational | |
| Italian State PoliceRetrospective Facial Recognition | ItalyItaly, national | Acquired by the Ministry of the Interior in 2017; operated by the Polizia Scientifica | 2018 | Operational | |
| Italian State PoliceLive Facial Recognition | ItalyItaly, national | SARI Real Time | 2026 | Proposed | |
| National Police Agency (Japan)AI analysis and prioritisation of suspicious transaction reports | JapanJapan (national) | — | 2022 | Operational | |
| States of Jersey PoliceAI transcription of witness interviews | Jersey | — | 2025 | Trial | |
| Ministry of Interior and National Administration (Kenya)National CCTV facial recognition network linked to the national identity database | KenyaNairobi, Mombasa, Kisumu, Nakuru, Eldoret and Nyeri | — | — | Proposed | |
| Police grand-ducaleAI number plate recognition in police smartphone scan app | Luxembourg | — | — | Operational | |
| Maltese law enforcement authoritiesRemote Biometric Identification (proposed) | MaltaMalta, national (airport) | Not specified in the source | 2025 | Proposed | |
| Direction de la Sûreté publique (Monaco)Remote biometric identification of wanted persons from CCTV (bill no. 1087) | Monaco | — | — | Proposed | |
| Dutch National Police (Politie)Crime Anticipation System (CAS) | NetherlandsNetherlands, national | Built in-house by the Dutch National Police | 2015 | Discontinued | |
| Dutch National Police (Politie)CATCH facial comparison (Centrum voor Biometrie) | Netherlands | Idemia | 2016 | Operational | |
| Dutch Police (Politie)Video Analytics Search (BriefCam) | NetherlandsNetherlands, national | BriefCam | 2018 | Operational | |
| Koninklijke MarechausseeSelf Service Passport Control e-gates with face comparison | NetherlandsSchiphol | — | 2012 | Operational | |
| Reclassering NederlandOxRec reoffending risk assessment | Netherlands | — | — | Paused | |
| New Zealand PoliceAutomatic number plate recognition, including data from third-party ANPR networks | New ZealandNew Zealand (national) | Auror; SaferCities (VGRID) | — | Operational | |
| New Zealand PoliceABIS 2 retrospective facial recognition against the police image database | New ZealandNew Zealand (national) | — | — | Operational | |
| New Zealand PoliceClearview AI facial recognition | New ZealandNew Zealand (national) | — | 2020 | Discontinued | |
| Enugu State Command and Control CentreAI-enabled camera surveillance network integrated with police response | NigeriaEnugu State | — | 2024 | Operational | |
| Politiet (Norwegian Police Service)AI retrospective biometric remote identification (facial recognition) | Norway | — | — | Proposed | |
| Policía Nacional del Perú (Centro de Comando, Control, Cómputo y Comunicaciones, C4)Facial recognition video surveillance against the wanted-persons register | PeruNational, concentrated in Lima | — | 2025 | Operational | |
| Polish police (national programme)AI investigative analysis programme | PolandPoland, national | Not specified | 2026 | Proposed | |
| Moscow police (Ministry of Internal Affairs)Facial recognition CCTV network (including systems reported as “Sfera” and “Face Control”) | RussiaMoscow | Domestic and NtechLab-linked systems reported | 2017 | Operational | |
| Home Team Science and Technology Agency (HTX)Police Ground Robots | Singapore | HTX | 2026 | In development | |
| Singapore Police ForceHome Team SkyGuardian beyond-visual-line-of-sight drone patrol and incident response | SingaporeSingapore (national) | — | 2026 | Operational | |
| Singapore Police ForceReport Lodging Co-Pilot (R-COP) AI report-lodging assistant | SingaporeSingapore (national) | — | 2025 | Operational | |
| Singapore Police ForceAI screening of seized devices for obscene material | SingaporeSingapore (national) | — | — | Operational | |
| Singapore Police Force (Police Coast Guard)Autonomous unmanned surface vessel for maritime patrol | SingaporeSingapore territorial waters | — | 2026 | Trial | |
| City of Cape TownShotSpotter acoustic gunshot detection | South AfricaHanover Park, Manenberg and Lavender Hill, Cape Town | SoundThinking (formerly ShotSpotter) | 2016 | Discontinued | |
| City of Cape Town Metro PoliceAutomatic number plate recognition, fixed and in-vehicle | South AfricaCape Town, Western Cape | — | — | Operational | |
| Korean National Police Agency (National Office of Investigation)Deepfake detection software | South KoreaSouth Korea (national) | — | 2024 | Operational | |
| Secretariat of State for Security (Ministry of the Interior)Algorithmic Risk Assessment | SpainSpain, national | VioGen | 2007 | Operational | |
| Spanish National PoliceAI Report Analysis | SpainSpain, national | VeriPol | 2018 | Discontinued | |
| Swedish Police AuthorityLive Facial Recognition | SwedenSweden, national | Not specified in the source | 2026 | Trial | |
| fedpol (Swiss Federal Office of Police)Facial image comparison module (Gesichtsbildabgleich) in the AFIS biometric system | SwitzerlandFederal | Thales DIS Schweiz | — | Proposed | |
| Kantonspolizei AargauPrecobs place-based burglary prediction | SwitzerlandCanton of Aargau | LogObject AG | — | Operational | |
| General Directorate of Security (Emniyet Genel Mudurlugu)Plate Recognition System (PTS) with average-speed violation detection | Turkey | — | — | Operational | |
| Dubai PoliceOyoon AI surveillance camera network (facial recognition and plate recognition) | United Arab EmiratesDubai | — | 2018 | Operational | |
| Avon and Somerset PolicePredictive Analytics Programme | United KingdomAvon and Somerset | Built in-house | 2017 | Operational | |
| Avon and Somerset PoliceSöze investigation analytics platform | United KingdomAvon and Somerset | — | 2024 | Trial | |
| Avon and Somerset PoliceMicrosoft Copilot Chat (generative AI) | United KingdomAvon and Somerset | Microsoft | — | Operational | |
| Avon and Somerset PoliceRetrospective facial recognition (Police National Database search) | United KingdomAvon and Somerset | — | — | Operational | |
| Bedfordshire PoliceLive Facial Recognition | United KingdomBedfordshire | NEC (NeoFace Watch), according to NEC | 2025 | Operational | |
| Bedfordshire PolicePolice Data Integration and Link Analysis Platforms | United KingdomBedfordshire | Palantir Technologies | 2023 | Trial | |
| Bristol City CouncilThink Family Database and child exploitation risk models | United KingdomBristol | Not specified | 2016 | Discontinued | |
| British Transport PoliceLive Facial Recognition | United KingdomLondon rail and Underground network | NEC (NeoFace M40) | 2026 | Trial | |
| British Transport PoliceRetrospective facial recognition (Police National Database search) | United Kingdom | — | — | Operational | |
| Cambridgeshire ConstabularyLive Facial Recognition | United KingdomCambridgeshire | — | 2026 | Operational | |
| Cambridgeshire ConstabularyPolice Data Integration and Link Analysis Platforms | United KingdomCambridgeshire | Palantir Technologies | 2025 | Discontinued | |
| Cambridgeshire ConstabularyCitizen Assist AI online crime reporting | United KingdomCambridgeshire | — | 2026 | Trial | |
| Cheshire ConstabularyLive Facial Recognition | United KingdomCheshire | — | 2026 | Operational | |
| Cheshire ConstabularyRetrospective facial recognition (Police National Database search) | United KingdomCheshire | — | 2024 | Operational | |
| Cheshire ConstabularyMicrosoft Copilot (generative AI) | United KingdomCheshire | Microsoft | — | Operational | |
| Cheshire ConstabularyAI stalking-behaviour flagging tool | United KingdomCheshire | — | — | In development | |
| City of London PoliceFCCRAS fraud and cybercrime reporting platform | United KingdomEngland and Wales (national fraud reporting) | Capita and PwC | 2024 | Operational | |
| Crown Prosecution ServiceCorrespondence Drafting Tool (generative AI) | United KingdomEngland and Wales | NTT Data UK (supplier); Microsoft Azure OpenAI GPT-4 | 2025 | Trial | |
| Cumbria ConstabularyAI 101 call routing | United KingdomCumbria | Home Office and NPCC, with Vodafone Business | 2026 | Operational | |
| Cumbria ConstabularyRetrospective facial recognition (Police National Database search) | United KingdomCumbria | — | — | Operational | |
| Derbyshire ConstabularyMicrosoft Copilot (generative AI) | United KingdomDerbyshire | Microsoft | 2025 | Operational | |
| Devon and Cornwall PoliceLive Facial Recognition | United KingdomDevon and Cornwall | — | 2026 | Operational | |
| Devon and Cornwall PoliceSecure Redact AI-assisted redaction | United KingdomDevon and Cornwall | — | — | Trial | |
| Dorset PoliceSecure Redact AI-assisted redaction | United KingdomDorset | — | — | Trial | |
| Durham ConstabularyHART (Harm Assessment Risk Tool) | United KingdomEngland | In-house, with Cambridge University | 2016 | Discontinued | |
| East Midlands Special Operations Unit (EMSOU)Police Data Integration and Link Analysis Platforms | United KingdomEast Midlands | Palantir Technologies | 2024 | Discontinued | |
| Essex PoliceLive Facial Recognition | United KingdomForce area | Corsight AI (Apollo 4), with Digital Barriers | 2024 | Operational | |
| Essex PoliceRetrospective facial recognition (Police National Database search) | United KingdomEssex | — | — | Operational | |
| Essex PoliceKnife Crime and Violence Model (Fearless Futures) | United KingdomEssex | — | — | Trial | |
| Gloucestershire ConstabularyAI summaries of police interview records | United KingdomGloucestershire | Defence Holdings (Defence Technologies) | 2025 | Trial | |
| Greater Manchester PoliceLive and Retrospective Facial Recognition | United KingdomForce area | Not specified in source | 2025 | Operational | |
| Greater Manchester PoliceMicrosoft 365 Copilot (generative AI) | United Kingdom | Microsoft | — | Operational | |
| Gwent PoliceRetrospective Facial Recognition | United KingdomForce area | Not specified in source | 2021 | Operational | |
| Gwent PoliceOperator-Initiated Facial Recognition (handheld) | United KingdomGwent | — | — | Operational | |
| Hampshire and Isle of Wight ConstabularyLive Facial Recognition | United KingdomHampshire and Isle of Wight | — | 2025 | Operational | |
| Hampshire and Isle of Wight ConstabularyAI Emergency and Non-Emergency Call Triage | United KingdomHampshire and Isle of Wight | Salesforce (Agentforce 360 platform), according to Salesforce | 2025 | Operational | |
| Hertfordshire ConstabularyLive Facial Recognition | United KingdomHertfordshire | — | 2026 | Operational | |
| Hertfordshire ConstabularyProject Nectar (Palantir Foundry data platform) | United KingdomHertfordshire | Palantir Technologies | — | Trial | |
| Hertfordshire ConstabularyADA (Anathem Digital Assistant) AI witness statement drafting | United KingdomHertfordshire | Anathem | — | Paused | |
| HM Courts and Tribunals ServiceJustice Transcribe court transcript study (Crown Court) | United KingdomEngland and Wales | — | — | Proposed | |
| HM Prison and Probation ServiceOASys offender risk assessment | United KingdomEngland and Wales | UK Ministry of Justice; technical support from Capita | 2001 | Operational | |
| HM Prison and Probation ServiceAI language analysis of seized prisoner phones | United KingdomEngland and Wales | Not publicly specified | 2025 | Trial | |
| HM Prison and Probation ServiceJustice Transcribe (AI transcription for probation meetings) | United KingdomEngland and Wales | — | 2025 | Operational | |
| HM Prison and Probation ServiceViolence in Prisons Estimator | United KingdomEngland and Wales | — | 2019 | Operational | |
| HM Prison and Probation ServiceRemote probation check-ins with AI identity matching | United KingdomSouth West, North West, East of England, Kent, Surrey and Sussex | — | — | Proposed | |
| HM Revenue and CustomsAI monitoring of social media in criminal tax investigations | United Kingdom | — | — | Operational | |
| Home OfficeANPR (Automatic Number Plate Recognition) | United Kingdom | Leonardo MW Ltd (software) and Redcentric plc (data storage), named as processors in the impact assessment | 2006 | Operational | |
| Home OfficeRetrospective Facial Recognition (PND search) | United Kingdom | Cognitec (FaceVACS-DBScan ID), among others | 2014 | Operational | |
| Home OfficeAI 101 call routing and triage | United KingdomEngland and Wales | Home Office and NPCC with Vodafone Business | 2026 | Trial | |
| Home OfficeCSAM Detection and Classification (Vigil AI / CAID) | United KingdomUK-wide | Roke (Vigil AI classifier); Qumodo and Cyan Forensics also credited | 2014 | Operational | |
| Home OfficeFacial age estimation for age assessment of asylum seekers | United Kingdom | Akhter Computers, with Cognitec as subcontractor | — | Proposed | |
| Home OfficeIdentify and Prioritise Immigration Cases (IPIC) | United Kingdom | BJSS (support contract from April 2023) | — | Operational | |
| Humberside PoliceBobbi AI virtual assistant | United KingdomHumberside | Salesforce (Agentforce platform) | 2025 | Trial | |
| Humberside PoliceLive facial recognition trial at a port | United KingdomHumberside (port) | — | 2018 | Discontinued | |
| Kent PolicePlace-Based Predictive Policing | United KingdomKent | PredPol | 2013 | Discontinued | |
| Kent PoliceLive Facial Recognition | United KingdomKent | — | 2026 | Operational | |
| Lancashire ConstabularyLive Facial Recognition | United KingdomLancashire | — | 2026 | Operational | |
| Lancashire ConstabularyPolice Data Integration and Link Analysis Platforms | United KingdomLancashire | Palantir Technologies | 2025 | Discontinued | |
| Leicestershire PoliceRetrospective Facial Recognition | United KingdomForce area | NEC, according to NEC | 2014 | Operational | |
| Leicestershire PoliceLive facial recognition at Download Festival | United KingdomLeicestershire (Donington Park) | — | 2015 | Discontinued | |
| Lincolnshire PoliceCESIUM child exploitation risk identification | United KingdomLincolnshire | Trilateral Research (CESIUM) | 2023 | Operational | |
| Merseyside PoliceLive Facial Recognition | United KingdomMerseyside, including Southport and Birkenhead town centres | — | 2025 | Operational | |
| Merseyside PoliceOperator-initiated (handheld) facial recognition | United KingdomMerseyside | — | — | Trial | |
| Merseyside PoliceBobbi AI virtual assistant (non-emergency enquiries) | United KingdomMerseyside | — | — | Operational | |
| Metropolitan PoliceOperator-Initiated Facial Recognition (handheld) | United KingdomLondon; West Yorkshire and Thames Valley reported | Home Office-supported deployment | 2026 | Trial | |
| Metropolitan PoliceLive Facial Recognition | United KingdomLondon | NEC (NeoFace) | 2020 | Operational | |
| Metropolitan PoliceMobile device extraction (Cellebrite) | United KingdomLondon | Cellebrite | 2018 | Operational | |
| Metropolitan PolicePolice Data Integration and Link Analysis Platforms | United KingdomLondon | Palantir Technologies | 2025 | Trial | |
| Metropolitan PoliceMicrosoft Copilot Chat (generative AI) | United KingdomLondon | Microsoft | — | Operational | |
| Metropolitan PoliceAI-assisted evidence translation | United KingdomLondon | — | — | Operational | |
| Metropolitan PoliceAI-assisted video redaction | United KingdomLondon | — | — | Operational | |
| Metropolitan PoliceStalking Threat Assessment Centre machine learning triage | United KingdomLondon | — | — | Operational | |
| Metropolitan PoliceAI drafting of witness statements from video interviews | United KingdomLondon | — | — | Paused | |
| Metropolitan PoliceRetrospective facial recognition | United KingdomLondon | Northgate Public Services (NEC group), per MOPAC decision PCD 1008 | — | Operational | |
| Metropolitan PoliceGangs Violence Matrix (individual risk and harm scoring database) | United KingdomLondon | — | 2012 | Discontinued | |
| Metropolitan PoliceAI video analytics for reviewing CCTV in investigations | United KingdomLondon | — | — | Operational | |
| Ministry of JusticeIndividual Risk Scoring | United KingdomEngland and Wales (research phase) | Developed in-house (Ministry of Justice data science team) | 2023 | Proposed | |
| Ministry of JusticeMicrosoft Copilot Chat and Microsoft 365 Copilot (AI for All) | United KingdomEngland and Wales | Microsoft | — | Operational | |
| National Crime AgencyRetrospective facial recognition solution (request for information) | United Kingdom | — | — | Proposed | |
| Norfolk ConstabularyLive Facial Recognition | United KingdomNorfolk | — | 2026 | Operational | |
| North Wales PoliceLive Facial Recognition | United KingdomNorth Wales | — | 2024 | Operational | |
| North Yorkshire PoliceLive facial recognition | United KingdomNorth Yorkshire | — | — | Proposed | |
| North Yorkshire PoliceAI-enabled CCTV search and analysis tool | United KingdomNorth Yorkshire | — | — | Trial | |
| Northamptonshire PoliceLive Facial Recognition | United KingdomNorthamptonshire | — | 2023 | Trial | |
| Northumbria PoliceRetrospective facial recognition | United KingdomNorthumbria | — | — | Operational | |
| Nottinghamshire PoliceCESIUM child exploitation risk identification | United KingdomNottinghamshire | Trilateral Research | 2024 | Trial | |
| Nottinghamshire PoliceLive facial recognition (marked van) | United KingdomNottinghamshire | — | — | Proposed | |
| Nottinghamshire PoliceAI 101 call routing (pilot) | United KingdomNottinghamshire | Home Office and NPCC, with Vodafone Business | — | Trial | |
| Police ScotlandLive Facial Recognition | United KingdomScotland | Not applicable -- not yet deployed | 2024 | Proposed | |
| Police ScotlandRetrospective facial search (Police National Database) | United KingdomScotland | Cognitec (FaceVACS), the PND search technology named in the joint review | 2014 | Operational | |
| Police ScotlandMicrosoft Copilot corporate efficiency trial | United KingdomScotland | Microsoft | 2025 | Trial | |
| Police Service of Northern IrelandRetrospective facial recognition (Police National Database search) | United KingdomNorthern Ireland | — | — | Operational | |
| Police Service of Northern IrelandAI voice-to-text transcription of interviews | United KingdomNorthern Ireland | — | — | Operational | |
| Police Service of Northern IrelandDOC Defender document redaction | United KingdomNorthern Ireland | — | — | Operational | |
| PoliceAI (College of Policing and Home Office)National police AI programme | United KingdomEngland and Wales | Home Office and College of Policing | 2026 | Operational | |
| Sainsbury'sFacewatch facial recognition | United Kingdom | Facewatch | 2025 | Operational | |
| Serious Fraud OfficeAI-assisted document review and technology assisted review | United Kingdom | OpenText (Axcelerate, per the SFO's 2018 announcement) | 2018 | Operational | |
| South Wales PoliceLive Facial Recognition | United KingdomWales | NEC (NeoFace) | 2017 | Operational | |
| South Wales PoliceOperator-Initiated Facial Recognition (handheld) | United KingdomSouth Wales | — | — | Operational | |
| South Wales PoliceRetrospective facial recognition | United KingdomSouth Wales | — | 2017 | Operational | |
| South Yorkshire PoliceAI Emergency and Non-Emergency Call Triage | United KingdomSouth Yorkshire | Home Office and NPCC, with Vodafone Business | 2026 | Operational | |
| South Yorkshire PoliceBobbi AI chatbot (non-emergency enquiries) | United KingdomSouth Yorkshire | — | 2026 | Operational | |
| South Yorkshire PoliceFacial recognition trial at Meadowhall shopping centre (run by British Land) | United KingdomSouth Yorkshire | — | 2018 | Discontinued | |
| Staffordshire PoliceAI Emergency and Non-Emergency Call Triage | United KingdomStaffordshire | Salesforce (platform) | 2026 | Proposed | |
| Suffolk ConstabularyLive Facial Recognition | United KingdomSuffolk | — | 2025 | Trial | |
| Surrey PoliceLive Facial Recognition | United KingdomSurrey | NEC Software | 2025 | Operational | |
| Surrey PoliceMicrosoft Copilot (generative AI) | United KingdomSurrey | Microsoft | — | Operational | |
| Sussex PoliceLive Facial Recognition | United KingdomSussex | NEC Software | 2025 | Operational | |
| Sussex PoliceMicrosoft Copilot (generative AI) | United KingdomSussex | Microsoft | — | Operational | |
| Sussex PoliceAutomated video redaction | United KingdomSussex | — | — | Operational | |
| Sussex PoliceAI speech-to-text transcription pilot | United KingdomSussex | — | — | Trial | |
| Swansea UniversityDRAGON-Spotter (AI linguistic detection of online grooming in seized-device chat logs) | United KingdomSwansea | — | — | In development | |
| Thames Valley PoliceLive Facial Recognition | United KingdomThames Valley, first deployed in Oxford city centre | — | 2025 | Operational | |
| Thames Valley PoliceAI Emergency and Non-Emergency Call Triage | United KingdomThames Valley | Salesforce (Agentforce 360 platform), according to Salesforce | 2025 | Operational | |
| Thames Valley PoliceDARAT (Domestic Abuse Risk Assessment Tool, machine learning) | United KingdomThames Valley | Solvarithm Ltd (contractor) | — | In development | |
| Warwickshire PoliceAI agents auditing investigation quality (Great Wave AI) | United KingdomWarwickshire | Great Wave AI (initial development) | — | Operational | |
| Warwickshire PoliceVideo analytics software licences for CCTV evidence | United KingdomWarwickshire | Bedroq Limited (supplier named in the contract notice) | — | Proposed | |
| West Midlands PoliceMicrosoft 365 Copilot (generative AI) | United KingdomWest Midlands | Microsoft | 2025 | Paused | |
| West Midlands PoliceAndi-Esra AI voice assistant for 101 calls | United KingdomWest Midlands | TTEC Digital and AWS, with West Midlands Police (per Police Science magazine) | 2024 | Operational | |
| West Midlands PolicePlace-based machine learning models (knife crime, vehicle theft, seasonality planner) | United KingdomWest Midlands | — | — | Operational | |
| West Midlands PoliceStalking and harassment harm escalation model | United KingdomWest Midlands | — | — | Operational | |
| West Yorkshire PolicePost Call Analysis | United KingdomWest Yorkshire | Built in-house with the NPCC Digital Public Contact programme | 2026 | Operational | |
| West Yorkshire PoliceLive and Retrospective Facial Recognition | United KingdomForce area | Not specified in source | 2025 | Operational | |
| West Yorkshire PoliceMicrosoft 365 Copilot (generative AI) | United Kingdom | Microsoft | — | Operational | |
| West Yorkshire PoliceDomestic Abuse Assessment Tool (machine learning risk prediction) | United KingdomWest Yorkshire | — | — | Proposed | |
| West Yorkshire PoliceFace Reveal (match suggestions for CCTV images before a facial recognition search) | United KingdomWest Yorkshire | — | — | In development | |
| West Yorkshire PoliceAI-assisted recruitment shortlisting (Constable to Sergeant) | United KingdomWest Yorkshire | — | — | In development | |
| West Yorkshire PoliceOperator-initiated (handheld) facial recognition | United KingdomWest Yorkshire | — | — | Proposed | |
| West Yorkshire PoliceAI CCTV video analytics (searchable footage) | United KingdomWest Yorkshire | Bedroq | — | Proposed | |
| ~3,100 US police departments (company estimate)Clearview AI facial recognition | United States | Clearview AI | 2020 | Operational | |
| 5,000+ US law enforcement agenciesFlock Safety ALPR | United States | Flock Safety | 2018 | Operational | |
| Albuquerque Police DepartmentAI Gunshot Detection | United StatesNew Mexico | SoundThinking (ShotSpotter) | 2020 | Operational | |
| Antioch Police DepartmentAI Emergency and Non-Emergency Call Triage | United StatesCalifornia | Axon (Prepared) | 2026 | Proposed | |
| Asheville Police DepartmentFlock Safety ALPR | United StatesNorth Carolina | Flock Safety | — | Discontinued | |
| Boston Police DepartmentAI Social Media Monitoring | United StatesMassachusetts | LifeRaft | 2026 | Operational | |
| Boulder Police and Fire CommunicationsAI Emergency and Non-Emergency Call Triage | United StatesColorado | Axon (reported by the Daily Camera, 7 October 2026; the city page does not name the supplier) | 2026 | Trial | |
| Casa Grande Police DepartmentBody-Worn Camera Audio Analytics | United StatesArizona | Truleo | 2024 | Operational | |
| Chicago Police DepartmentAI Gunshot Detection | United StatesIllinois | SoundThinking (ShotSpotter) | — | Discontinued | |
| Chula Vista Police DepartmentReal-Time Crime Center Camera Integration (Fusus) | United StatesCalifornia | Axon (Fusus) | 2026 | Proposed | |
| City of Fayetteville (North Carolina)AI Gunshot Detection | United StatesNorth Carolina | SoundThinking (ShotSpotter) | — | Operational | |
| Colorado Springs Police DepartmentAI Emergency and Non-Emergency Call Triage | United StatesColorado | Axon (Prepared) | 2026 | Operational | |
| Denver Police DepartmentAI Gunshot Detection | United StatesColorado | SoundThinking (ShotSpotter) | 2015 | Operational | |
| Excelsior Springs Police DepartmentFlock Safety ALPR | United StatesMissouri | Flock Safety | — | Discontinued | |
| Florida Department of CorrectionsAI Prison Communications Monitoring (Verus) | United StatesFlorida | LEO Technologies (Verus) | 2023 | Operational | |
| Fort Worth Police DepartmentAI Emergency and Non-Emergency Call Triage | United StatesTexas | Axon (Prepared) | 2026 | Operational | |
| Fresno Police DepartmentAI-assisted police report writing | United StatesCalifornia | Axon (Draft One) | 2024 | Operational | |
| Harrisonburg Police DepartmentFlock Safety ALPR | United StatesVirginia | Flock Safety | 2023 | Discontinued | |
| ICE Homeland Security InvestigationsAI Social Media Monitoring | United States | Zignal Labs (via Carahsoft) | 2025 | Operational | |
| Lakeland Police DepartmentAI-assisted police report writing | United StatesFlorida | Axon | 2026 | Proposed | |
| Lakeland Police DepartmentDrone as First Responder | United StatesFlorida | Axon (Axon Air) | 2026 | Proposed | |
| Lompoc Police DepartmentAI Emergency and Non-Emergency Call Triage | United StatesCalifornia | Hyper (Motorola Solutions) | 2026 | Operational | |
| Los Angeles Police DepartmentPlace-Based Predictive Policing | United StatesCalifornia and multiple US jurisdictions | PredPol, renamed Geolitica in 2021 | 2011 | Discontinued | |
| Los Angeles Police DepartmentANPR (Automatic Number Plate Recognition) | United StatesCalifornia | Axon | 2026 | Trial | |
| Los Angeles Police DepartmentAI Image Geolocation | United StatesCalifornia | Graylark Technologies (Raven) | — | Proposed | |
| Lynchburg Police DepartmentFlock Safety ALPR | United StatesVirginia | Flock Safety | — | Discontinued | |
| Macon-Bibb County Sheriff's OfficeAI Gunshot Detection | United StatesGeorgia | SoundThinking (ShotSpotter) | 2022 | Operational | |
| Massachusetts State PoliceTeleoperated ground robot (Boston Dynamics Spot) | United StatesMassachusetts | Boston Dynamics | 2023 | Operational | |
| Metropolitan Police Department (Washington, D.C.)Retrospective Facial Recognition | United StatesWashington, D.C. | Clearview AI | 2026 | Operational | |
| Miami-Dade Sheriff's OfficeAI Image Geolocation | United StatesFlorida | Graylark Technologies (Raven) | — | Trial | |
| Milwaukee Police DepartmentRetrospective Facial Recognition | United StatesWisconsin | — | — | Paused | |
| Mountain View Police DepartmentFlock Safety ALPR | United StatesCalifornia | Flock Safety | 2024 | Discontinued | |
| New Orleans Police Department (via Project NOLA)Private live facial recognition network | United StatesNew Orleans, Louisiana | Project NOLA (private non-profit operator) | 2023 | Paused | |
| New York City Police DepartmentDrone as First Responder | United StatesNew York City | Skydio | 2024 | Operational | |
| New York City Police DepartmentAutonomous security patrol robot (Knightscope K5) | United StatesNew York City | Knightscope | 2023 | Discontinued | |
| New York City Police DepartmentAI weapons detection screening | United StatesNew York City | Evolv Technology | 2024 | Discontinued | |
| Norfolk Police Department (Virginia)AI Emergency and Non-Emergency Call Triage | United StatesVirginia | Amazon (named as the technology provider by WTKR; product not named) | 2026 | Operational | |
| Orleans Parish Communication DistrictAI emergency call triage | United StatesNew Orleans, Louisiana | Carbyne (acquired by Axon, closed Q1 2026) | 2023 | Operational | |
| Peoria Police DepartmentAI Gunshot Detection | United StatesIllinois | SoundThinking (ShotSpotter) | 2013 | Operational | |
| Providence Police DepartmentReal-Time Crime Center Camera Integration (Fusus) | United StatesRhode Island | Axon (Fusus) | 2025 | Operational | |
| Richland County Sheriff's DepartmentAI Gunshot Detection | United StatesSouth Carolina | SoundThinking (ShotSpotter) | 2022 | Operational | |
| Santa Maria Police DepartmentAI Emergency and Non-Emergency Call Triage | United StatesCalifornia | Hyper (Motorola Solutions) | 2026 | Operational | |
| Seattle Fire DepartmentAI emergency medical call analysis | United StatesSeattle, Washington | Corti (Denmark) | 2023 | Operational | |
| Sheboygan Police DepartmentFlock Safety ALPR | United StatesWisconsin | Flock Safety | — | Discontinued | |
| Thurston County Pretrial ServicesPublic Safety Assessment (PSA) | United StatesWashington | — | 2023 | Operational | |
| TRM LabsPolice Data Integration and Link Analysis Platforms | United States | TRM Labs (Ardence) | 2026 | In development | |
| US Customs and Border ProtectionTraveler Verification Service facial matching | United StatesUnited States, air land and sea ports of entry | US Customs and Border Protection (cloud-based; commercial vendor not named) | 2017 | Operational | |
| US Customs and Border ProtectionFederal Mobile Biometric Identification (Mobile Fortify) | United StatesNationwide, including 287(g) partner agencies | NEC, per WIRED and ID Tech reporting of DHS's AI Use Case Inventory; built on CBP's Traveler Verification Service; app first reported by 404 Media | 2025 | Operational | |
| US Department of Homeland SecurityAI-enabled surveillance and detection analytics | United States | Multiple, not fully disclosed | 2023 | Operational | |
| US Immigration and Customs EnforcementImmigration Case Management and Targeting (Palantir) | United StatesNationwide | Palantir Technologies | 2014 | Operational | |
| US Immigration and Customs EnforcementFederal Mobile Biometric Identification (Mobile Fortify) | United StatesNationwide, including 287(g) partner agencies | NEC, per WIRED and ID Tech reporting of DHS's AI Use Case Inventory; built on CBP's Traveler Verification Service; app first reported by 404 Media | 2025 | Operational | |
| US pretrial courts (multiple jurisdictions)Public Safety Assessment (PSA) | United StatesNationwide | Developed with support from Arnold Ventures; no commercial vendor | 2013 | Operational | |
| US state courts and corrections agenciesCOMPAS recidivism and pretrial risk scoring | United StatesMultiple US states | Equivant, formerly Northpointe | 2000 | Operational | |
| Wheat Ridge Police DepartmentAI-assisted police report writing | United StatesColorado | Axon (Draft One) | 2025 | Operational | |
| Wisconsin Department of CorrectionsCOMPAS risk and needs assessment | United StatesWisconsin | — | — | Operational | |
| Worcester Police DepartmentAI Gunshot Detection | United StatesMassachusetts | SoundThinking (ShotSpotter) | 2014 | Operational |
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Reading the tracker
Full methodologyOne record per body. Each row is one police force or public body using one system. Where a national programme serves many forces, each force that has confirmed using it has its own record, and the records share a programme name so they can be found together. A claim that "all forces" use something is not recorded until it can be checked force by force.
Every record has a source. The evidence column says what kind: an official publication, a regulator's finding, a court record, procurement notice, freedom of information response, journalism or research. Records resting on a supplier's own website or social media are marked as claims.
Records are checked, not just added. The date checked is when the record was last confirmed against its source. Status changes, such as a trial becoming operational or a contract ending, are made only after a person has reviewed the evidence.
In use now
- Operational
- In routine use by the named body, on the evidence of a public source.
- Trial
- Being tested in live conditions under a time-limited pilot or trial.
- Paused
- Use suspended, with no evidence it has ended.
Withdrawn
- Discontinued
- Use has ended, on the evidence of a public source.
On the horizon
- Proposed
- Planned by a named body: a procurement, approved budget, announced pilot or consultation. Not yet in use.
- In development
- Being researched, built, tested or marketed for police use. No police body has confirmed using it.