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.
511 records: 395 in use now, 35 withdrawn, 81 on the horizon.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 | ||||
|---|---|---|---|---|---|
| Ministry of Internal Affairs of AlbaniaSmart City AI video analytics and command and control centre | AlbaniaNationwide; first phase in 20 Tirana schools | Presight AI | 2026 | Operational | |
| 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 | |
| Austrian Federal Ministry of Justice (prison service)KIIS pilot: AI sensor and smartwatch monitoring of movement in prisons | AustriaVienna and Lower Austria prisons | CogVis Software und Consulting GmbH (project partner) | 2022 | Discontinued | |
| Bundeskriminalamt (Federal Criminal Police Office)Retrospective facial recognition against the police photograph database | Austria | Cognitec Systems | 2020 | Operational | |
| Ministry of Internal Affairs of BelarusRepublican Public Security Monitoring System (RSMOB) camera network with face and number plate recognition | BelarusNationwide | Synesis (Kipod platform), via its subsidiary 24x7 Panoptes, until February 2022 | — | 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 | |
| Cyprus PoliceFixed ANPR system at police checkpoints | CyprusCheckpoints (οδοφράγματα) controlled by the Republic of Cyprus | CLEARTONE (manufacturer), supplied through J and D Dynamic Enterprises Ltd, its exclusive Cyprus representative, per the notice | — | Operational | |
| Czech PoliceAI and machine learning forensic tools | Czech RepublicCzech Republic, national | Multiple: BriefCam, Magnet AXIOM, Cellebrite UFED, Phonexia, Newton, ABBYY FineReader | 2026 | Operational | |
| Czech PoliceAutomated face detection and identification cameras at Prague airport | Czech RepublicVáclav Havel Airport Prague | — | 2018 | Paused | |
| Czech PoliceDigitální podoba osob (IS DPO) facial image search | Czech RepublicCzech Republic, national; Police Presidium | — | 2022 | Trial | |
| Anklagemyndigheden (Danish Prosecution Service)AI assistant for legal information searches in criminal case handling | Denmark | — | — | Proposed | |
| Københavns Politi (Copenhagen Police)Object and facial recognition in investigative video review | DenmarkCopenhagen | — | 2025 | Trial | |
| Københavns Vestegns Politi (Copenhagen Vestegn Police)Facial recognition function in a purchased IT programme, used to identify abused children | DenmarkCopenhagen Vestegn police district | — | 2022 | Discontinued | |
| National enhed for Særlig Kriminalitet (NSK) (Danish National Special Crime Unit)Facial recognition application for identifying child victims of sexual abuse in image material | Denmark | — | — | Proposed | |
| 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 | |
| Estonian Police and Border Guard BoardAutomatic number plate recognition camera network | EstoniaEstonia, national | — | — | Paused | |
| 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 | |
| eu-LISA (EU Agency for the Operational Management of Large-Scale IT Systems)Shared Biometric Matching Service (sBMS) | European UnionEuropean Union and Schengen area | IDEMIA Public Security with Sopra Steria | 2025 | Operational | |
| EuropolRetrospective facial recognition (NEC NeoFace Watch) | European UnionThe Hague, Netherlands | NEC (NeoFace Watch), named in the EDPS opinion of December 2023 and press reports | — | 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 | |
| Baden-Württemberg PoliceData Integration and Link Analysis (Palantir) | GermanyBaden-Württemberg | Palantir Technologies GmbH | — | Proposed | |
| Bavarian State PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyBavaria | Palantir Technologies | 2024 | Operational | |
| Bayerisches LandeskriminalamtFacial recognition system (GES) of the Bundeskriminalamt for biometric photo search | GermanyBavaria | — | — | Operational | |
| Bayerisches LandeskriminalamtChainalysis Reactor cryptocurrency transaction analysis | GermanyBavaria | Chainalysis Inc. | 2021 | Operational | |
| Bayerisches LandeskriminalamtTRM Labs Forensics cryptocurrency transaction analysis | GermanyBavaria | TRM Labs | — | Proposed | |
| Berlin PoliceAI behaviour-detection video analysis (Verhaltensscanner) | GermanyBerlin (Kottbusser Tor) | Adesso SE (general contractor); Staige GmbH (software); Axis (cameras) | 2026 | Trial | |
| Brandenburg PoliceKESY automatic number plate recognition (search mode) | GermanyBrandenburg | — | — | Operational | |
| Bundesamt für Migration und Flüchtlinge (German Federal Office for Migration and Refugees)DIAS dialect identification assistant (automated analysis of asylum applicants' speech) | Germany | Nuance (Speech Suite), with Atos | 2017 | Operational | |
| Bundesamt für Verfassungsschutz (BfV)ArgonOS data analysis platform (ChapsVision) | GermanyFederal | ChapsVision | — | Proposed | |
| Bundeskriminalamt (German Federal Criminal Police Office)Facial recognition system (GES) against the INPOL photograph database | GermanyFederal | — | 2008 | Operational | |
| Bundeskriminalamt (German Federal Criminal Police Office)Retrograde video and image search software with a facial recognition function | GermanyFederal | — | — | Operational | |
| Bundespolizei (German Federal Police)Facial recognition searches in the BKA GES system | GermanyFederal | — | — | Operational | |
| Bundespolizei (German Federal Police)Retrograde video and image search software with a facial recognition function | GermanyFederal | — | — | Operational | |
| Bundespolizei (German Federal Police)Automated number plate recognition cameras | GermanyFederal | — | — | Operational | |
| Hamburg PoliceIntelligent video observation (AI behaviour detection) | GermanyHamburg (Hansaplatz and Hachmannplatz) | Fraunhofer IOSB (software developer) | 2023 | Trial | |
| Hessen PoliceAI-supported real-time biometric identification | GermanyFrankfurt am Main (Bahnhofsviertel), Hesse | Not specified in the source | 2025 | Trial | |
| Hessen PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyHesse | Palantir Technologies | 2017 | Operational | |
| Hessen PoliceMobile face-matching app (GES-App) searching the BKA facial recognition system | GermanyFrankfurt am Main, Hesse | — | 2025 | Trial | |
| Landeskriminalamt Mecklenburg-VorpommernNN-Toolkit (TensorFlow-based image similarity search for digital forensics) | GermanyMecklenburg-Vorpommern | — | — | Operational | |
| Landeskriminalamt NiedersachsenKiPo-Analyzer and Tracebook KiPo (in-house AI pre-sorting of suspected child sexual abuse material) | GermanyLower Saxony | — | 2020 | Operational | |
| Landeskriminalamt Nordrhein-WestfalenJAIF (Joint Artificial Intelligence Force): AI-assisted review of seized IT material | GermanyNorth Rhine-Westphalia | — | — | Operational | |
| Lower Saxony Ministry of Justice (prison service)AI camera analysis for suicide and violence prevention in a prison | GermanyLower Saxony (JVA Oldenburg) | — | — | Proposed | |
| North Rhine-Westphalia PoliceData Integration and Link Analysis (Palantir Gotham) | GermanyNorth Rhine-Westphalia | Palantir Technologies | 2019 | Operational | |
| North Rhine-Westphalia PolicePlanned generative AI tools for text, translation and case-file research on a police-run AI infrastructure | GermanyNorth Rhine-Westphalia | — | — | Proposed | |
| Polizeidirektion Görlitz (Saxony Police)PerIS covert camera system with facial recognition and number plate capture | GermanyGörlitz, Saxony | — | — | Operational | |
| Polizeipräsidium MannheimAlgorithm-based video analysis (behaviour detection) | GermanyMannheim, Baden-Württemberg | Fraunhofer IOSB (software developer) | 2018 | Trial | |
| Polizeipräsidium UnterfrankenGriffeye pre-filtering of image and video material in child sexual abuse cases | GermanyBavaria (Lower Franconia) | Magnet (Griffeye) | — | Trial | |
| Thüringer LandeskriminalamtGriffeye Analyze DI Pro with 'Griffeye Brain' AI for flagging child sexual abuse material | GermanyThuringia | Griffeye | — | Operational | |
| Royal Gibraltar PoliceOvert live facial recognition (fixed cameras) | Gibraltar | OSG (contractor operating the platform, per the Gibraltar Chronicle) | 2026 | Operational | |
| Hellenic Coast GuardUnmanned aerial vehicles with AI target recognition for maritime surveillance | GreeceNational (Piraeus) | — | — | Proposed | |
| Hellenic PoliceMultimodal Handheld Biometric Identification | GreeceNationwide | Intracom Telecom | 2019 | Discontinued | |
| Ministry of Citizen Protection (Greece)Automated number plate recognition at the official border entry and exit points | Greece | — | — | Proposed | |
| Ministry of Migration and Asylum (Greece)Centaur camera and drone system with AI behavioural analytics | GreeceIsland reception centres (Samos, Kos, Leros) and Filakio, Evros | ESA Security Solutions (contractor for Centaur A, per the Authority's decision) | — | Trial | |
| Hong Kong Police ForceSmartView territory-wide CCTV network with AI video analytics | Hong KongHong Kong (territory-wide) | — | — | Operational | |
| Hungarian National PoliceRetrospective facial recognition (facial image analysis system) | HungaryNationwide; deployed at Budapest Pride, June 2025 | — | — | Operational | |
| Ríkislögreglustjóri (National Commissioner of the Icelandic Police)EU Entry/Exit System biometric border registration (facial image and fingerprints) | IcelandKeflavík Airport, with the Suðurnes police | IDEMIA | 2025 | Operational | |
| Delhi PoliceLive Facial Recognition | IndiaDelhi | Not specified in sources reviewed | 2018 | Operational | |
| InterpolInterpol Facial Recognition System (IFRS) | InternationalInternational; member countries worldwide | IDEMIA | 2016 | 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 | |
| Arma dei CarabinieriROV/IA: AI software for searching large volumes of video for defined objects | Italy | — | — | Proposed | |
| Arma dei CarabinieriS.W.O.A.D.S. 2: AI recognition of stolen works of art | Italy | — | — | Proposed | |
| Comune di Como (Polizia Locale)Video surveillance with facial recognition and behaviour detection (trial in a public park) | ItalyLombardy (Como) | Huawei (Matrix Intelligence platform), installed by A2A Smart City, per Privacy International | 2019 | Paused | |
| Dipartimento dell'Amministrazione Penitenziaria (Italy)Video surveillance with AI software flagging anomalous behaviour | ItalyVicenza prison (pilot) | — | — | Trial | |
| 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 | |
| Polizia Locale di Busto ArsizioAI video analytics in the control room | ItalyLombardy (Varese) | — | 2025 | Operational | |
| Polizia Locale di Roma CapitaleCerbero patrol-car cameras reading plates and detecting parking violations | ItalyRome | — | 2024 | Operational | |
| 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 | |
| Valsts policija (Latvian State Police)National vehicle number plate recognition and storage platform (Ministry of the Interior Information Centre) | LatviaLatvia, national | — | 2026 | Operational | |
| Valsts policija (Latvian State Police)AI tools for analysing large volumes of digital data in Baltic languages for intelligence and investigations (project VP/IDF/2026/1) | LatviaLatvia, Main Criminal Police Department, Cybercrime Combating Unit | — | — | In development | |
| Policijos departamentas (Lithuanian Police Department)DI.POLIS virtual police assistant (public-information chatbot with speech recognition and translation) | LithuaniaLithuania, national | — | — | Operational | |
| 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 | |
| Oslo politidistrikt (Oslo Police District)AI4Interviews: speech-to-text transcription of interviews and AI-drafted reports | NorwayOslo | — | 2025 | Trial | |
| Politiet (Norwegian Police Service)AI retrospective biometric remote identification (facial recognition) | Norway | — | — | Proposed | |
| Vest politidistrikt (Western Police District)AI4Interviews: speech-to-text transcription of interviews and AI-drafted reports | NorwayBergen and Western Norway | — | 2025 | Trial | |
| 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 | |
| Cyberspace Defence Forces Component Command (DKWOC), Poland'Inteligentna Granica' AI analysis of border sensor and drone imagery | PolandEastern border with Belarus, Podlasie | — | — | Trial | |
| Ministry of the Interior and Administration (MSWiA), PolandAI investigative analysis programme | PolandPoland, national | Not specified | 2026 | Proposed | |
| National Revenue Administration (KAS), PolandOKO-RTG AI analysis of X-ray images of vehicles and cargo | PolandPoland, national; road and rail border crossings | TensorFlight Poland | 2020 | Operational | |
| Polish Border Guard (Straż Graniczna)Entry/Exit System (EES) biometric border registration | PolandPoland, national; all 71 border crossings | — | 2025 | Operational | |
| Polish Border Guard (Straż Graniczna)AI classification of alarms from fibre-optic detection cables on the electronic border barrier | PolandPodlaskie (border with Belarus) | — | 2025 | Operational | |
| Romanian Border Police (IGPF)Entry/Exit System (EES) biometric border registration | RomaniaRomania, national; all border crossing points from 2 March 2026 | — | 2025 | Operational | |
| Romanian Police (IGPR)Vehicle-mounted automatic licence plate recognition (LPR) | RomaniaRomania, national | Vodafone România (2024 framework agreement) | 2023 | Operational | |
| Federal Penitentiary Service of Russia (FSIN)"Digital SIZO" AI video surveillance and incident management pilot | RussiaMoscow, Moscow remand prison SIZO-2 (Butyrka) | — | 2022 | Trial | |
| Federal Penitentiary Service of Russia (FSIN)"Digital IK" AI video surveillance pilot with biometric identification | RussiaVladimir Oblast, correctional colony IK-6 (Melekhovo) | — | 2025 | Trial | |
| 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 | |
| Novosibirsk Oblast Ministry of Digital Development and CommunicationsFindFace Multi facial recognition on Safe City cameras, used to find wanted and missing people | RussiaNovosibirsk Oblast | NtechLab (FindFace Multi) | — | Operational | |
| St Petersburg Committee for Informatisation and CommunicationsSafe City camera analytics including recognition of apparent ethnic origin | RussiaSt Petersburg | — | — | Operational | |
| Ministry of Interior of Serbia (MUP)NEC NeoFace Watch real-time facial recognition | Serbia | NEC | — | Proposed | |
| 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 | |
| Slovenian PoliceABIS forensic facial comparison and video analysis | SloveniaSlovenia, national; National Forensic Laboratory | — | — | Proposed | |
| 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 | |
| Departament de Justícia i Qualitat Democràtica (Generalitat de Catalunya), prison servicesRisCanvi prison risk assessment | SpainCatalonia | — | — | Operational | |
| Fiscalía General del Estado (Spain)AI tool drafting charging documents from police reports (drink-driving) | SpainSpain, national | — | — | Trial | |
| Policía Municipal de MadridAI video analytics on municipal CCTV (CISEVI) | SpainMadrid | — | — | 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 | |
| Spanish National PoliceABIS automated biometric identification system, facial search | SpainSpain, national | Thales (Cogent algorithm), as reported by Xataka | 2023 | Operational | |
| Spanish National PoliceAutomated border control (ABC) gates with facial and fingerprint comparison | SpainAirports and border posts including Madrid, Barcelona, Palma, Málaga, Alicante, Tenerife Sur | — | 2010 | Operational | |
| Universidad de Málaga (ATREIDES project)AI patrol-route planning from a digital twin of the city | SpainMálaga | — | — | In development | |
| Swedish Police AuthorityLive Facial Recognition | SwedenSweden, national | Not specified in the source | 2026 | Trial | |
| Swedish Police AuthorityClearview AI facial recognition app | SwedenSweden, National Operations Department and Police Region South | Clearview AI | 2019 | Discontinued | |
| Swedish Police AuthorityAutomatic number plate recognition (ANPR) cameras, first on the Öresund Bridge | Sweden | — | — | Operational | |
| Tullverket (Swedish Customs)ANPR cameras checking passing vehicles against the Customs database | SwedenSweden, fixed and mobile cameras at a number of locations | — | — | Operational | |
| Federal Office for Customs and Border Security (BAZG)Automatic number plate recording at border crossings | SwitzerlandFederal (about 170 border crossings) | — | — | Operational | |
| fedpol (Swiss Federal Office of Police)Facial image comparison module (Gesichtsbildabgleich) in the AFIS biometric system | SwitzerlandFederal | Thales DIS Schweiz | — | Proposed | |
| fedpol (Swiss Federal Office of Police)AI programs for sifting seized data (images, audio, video, text) | SwitzerlandFederal | — | — | Operational | |
| Kantonspolizei AargauPrecobs place-based burglary prediction | SwitzerlandCanton of Aargau | LogObject AG | — | Operational | |
| Kantonspolizei AargauOosto facial recognition for comparing investigative images with police image data | SwitzerlandCanton of Aargau | Oosto | — | Operational | |
| Kantonspolizei AargauAargauGPT generative AI assistant | SwitzerlandCanton of Aargau | — | — | Operational | |
| Kantonspolizei Basel-LandschaftPrecobs place-based burglary prediction | SwitzerlandCanton of Basel-Landschaft | LogObject AG | — | Discontinued | |
| Kantonspolizei BernAutomated vehicle search (AFV) with number plate recognition | SwitzerlandCanton of Bern | — | 2024 | Operational | |
| Kantonspolizei St. GallenGriffeye Analyze DI Pro image search including face comparison | SwitzerlandCanton of St. Gallen | Griffeye | — | Operational | |
| Kantonspolizei ThurgauAutomated vehicle search and traffic surveillance (AFV) with number plate scanners | SwitzerlandCanton of Thurgau | — | — | Discontinued | |
| Police cantonale genevoiseAI image classification in child sexual abuse investigations (model developed by an NGO) | SwitzerlandGeneva | — | — | Operational | |
| Police Région MorgesTrinity AI tool drafting incident reports | SwitzerlandCanton of Vaud | Deeplink | 2026 | Operational | |
| Stadtpolizei ZürichPrecobs place-based burglary prediction | SwitzerlandCity of Zürich | Institut für musterbasierte Prognosetechnik (Precobs developer); LogObject AG listed by AlgorithmWatch CH | 2013 | Operational | |
| General Directorate of Security (Emniyet Genel Mudurlugu)Plate Recognition System (PTS) with average-speed violation detection | Turkey | — | — | Operational | |
| Chernihiv Oblast police (National Police of Ukraine)AI video analytics monitoring centre with facial and vehicle recognition cameras | UkraineChernihiv, Chernihiv Oblast | — | 2025 | 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 | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesAirship AI video management platform with licence plate OCR and object detection | United StatesNationwide | Airship AI Holdings Inc. | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesAccess to Axon Fusus video integration run by HIDTA partners | United StatesNationwide | Axon | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesAccess to Flock licence plate readers run by HIDTA partners | United StatesNationwide | Flock Safety | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesAccess to ELSAG licence plate readers run by HIDTA partners | United StatesNationwide | Leonardo US Cyber and Security Solutions LLC | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesThomson Reuters Vigilant Vehicle Manager | United StatesNationwide | Motorola | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesAccess to ShotSpotter via external state and local systems | United StatesNationwide | SoundThinking | — | Operational | |
| Bureau of Alcohol, Tobacco, Firearms and ExplosivesPenLink PLX forensic analysis and link analysis | United StatesNationwide | PenLink | — | Operational | |
| 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 | |
| Criminal Division, US Department of JusticeThomson Reuters CLEAR licence plate recognition | United StatesNationwide | Thomson Reuters | — | Operational | |
| Denver Police DepartmentAI Gunshot Detection | United StatesColorado | SoundThinking (ShotSpotter) | 2015 | Operational | |
| Drug Enforcement AdministrationAI triage and summarisation of open-source foreign reporting | United StatesNationwide (Office of National Security Intelligence) | Developed and vetted by a US Intelligence Community element outside the DEA and DOJ (not named) | — | Operational | |
| Drug Enforcement AdministrationDrug Signature Program models (origin and manufacturing route of seized drugs) | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationLicence plate readers (DEASIL programme and state, federal and commercial partner data) | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationFriction ridge print comparison and print-card character recognition | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationSupply chain analytics | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationData and analytics database tools for open-source investigation | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationThreat and security incident monitoring (pilot) | United StatesNationwide | — | — | Trial | |
| Drug Enforcement AdministrationGunshot detection system | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationFinancial and cryptocurrency analysis tools (federal partner and commercial) | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationIntelligence Data Platform (PenLink PLX) multi-language transcription | United StatesNationwide | PenLink PLX | — | Operational | |
| Drug Enforcement AdministrationAutonomous drone detection and monitoring | United StatesNationwide | — | — | Operational | |
| Drug Enforcement AdministrationAudio and written transcription and translation of Spanish and Mandarin (pilot) | United StatesNationwide | MIT Lincoln Laboratory | — | Trial | |
| Drug Enforcement AdministrationAnalysis of financial reports to identify linkages across investigations | United StatesNationwide | — | — | Proposed | |
| Drug Enforcement AdministrationAnalysis of prescription monitoring programme data | United StatesNationwide | — | — | Proposed | |
| Excelsior Springs Police DepartmentFlock Safety ALPR | United StatesMissouri | Flock Safety | — | Discontinued | |
| Executive Office for United States AttorneysPalantir integration and analysis of case information | United StatesNationwide | Palantir | — | Operational | |
| Executive Office for United States AttorneysConduit AI document review platform (pilot) | United StatesNationwide | Conductor | — | Trial | |
| Federal Bureau of InvestigationFacial recognition search (NGI Interstate Photo System and FACE Services) | United StatesNationwide | — | 2011 | Operational | |
| Federal Bureau of InvestigationClearview AI facial recognition search | United StatesNationwide | Clearview AI | — | Operational | |
| Federal Bureau of InvestigationAI triage of public tips (TIPS) | United StatesNationwide; National Threat Operations Center, West Virginia (per the FBI chief AI officer) | — | — | Operational | |
| Federal Bureau of InvestigationIn-house facial recognition tool for suggested matches | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationFacial recognition and data mapping tools for identifying sex trafficking victims | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationLicence plate readers (three inventory entries) | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationTranslation, OCR, object detection and alert filtering for open-source and threat intelligence | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationData synthesis, sentiment, filtering and location linking | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationNational Data Exchange entity extraction for lead generation | United StatesNationwide | — | — | Operational | |
| Federal Bureau of InvestigationTranscription, translation and summarisation tools (five inventory entries) | United StatesNationwide | — | — | Operational | |
| Federal Bureau of PrisonsPATTERN recidivism risk assessment (First Step Act) | United StatesNationwide | — | — | Operational | |
| Federal Bureau of PrisonsAI-enabled transcription, translation and analysis of inmate communications (Verus) | United StatesNationwide, 120 institutions | Leo Technologies (LEO Technologies) | — | Proposed | |
| Federal Bureau of PrisonsBRAVO classification: predicting misconduct to assign security levels | United StatesNationwide | SAS | — | Operational | |
| Federal Bureau of PrisonsNLETS arrest classification | United StatesNationwide | SAS | — | Operational | |
| Federal Bureau of PrisonsStatic-99 Sex Offender Data System | United StatesNationwide | — | — | Operational | |
| Federal Bureau of PrisonsTruview analysis of inmate-related systems for investigations | United StatesNationwide | Advanced Technologies Group | — | Operational | |
| Federal Bureau of PrisonsTruNarc and Smiths Detection narcotics testing of suspected mail | United StatesNationwide | TruNarc, Smiths Detection (as listed in the inventory) | — | Operational | |
| Federal Bureau of PrisonsUAS threat detector near prison facilities | United StatesFederal prison facilities | — | — | Operational | |
| 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) | — | Proposed | |
| ICE Homeland Security InvestigationsClearview AI facial recognition search | United StatesNationwide | Clearview AI | — | Operational | |
| ICE Homeland Security InvestigationsGenerative AI summaries and translation of dark web data for cyber investigations | United StatesNationwide | — | 2024 | Operational | |
| ICE Homeland Security InvestigationsAltana entity resolution and supply-chain knowledge graph for trade investigations | United StatesNationwide | Altana | 2024 | Operational | |
| ICE Homeland Security InvestigationsTRM Labs blockchain analysis | United StatesNationwide | TRM Labs | 2022 | Operational | |
| ICE Homeland Security InvestigationsInvestigative Prioritization Aggregator (scoring of entities in investigations) | United StatesNationwide | Sandia National Laboratories | 2024 | Operational | |
| ICE Homeland Security InvestigationsCellebrite media classifier for digital evidence | United StatesNationwide | Cellebrite | 2023 | Operational | |
| ICE Homeland Security InvestigationsCase Guard AI-assisted audio and video redaction | United StatesNationwide | Case Guard | 2024 | Operational | |
| ICE Homeland Security InvestigationsTranslation and transcription of investigative data | United StatesNationwide | Booz Allen | 2024 | Operational | |
| ICE Homeland Security InvestigationsNormalisation services for investigative data | United StatesNationwide | Booz Allen | 2021 | Operational | |
| ICE Homeland Security InvestigationsPenlink and Fivecast open-source intelligence platforms with generative AI | United StatesNationwide | Penlink, Fivecast | 2023 | Operational | |
| ICE Homeland Security InvestigationsGlobal maritime intelligence analytics | United StatesNationwide | — | — | Proposed | |
| ICE Homeland Security InvestigationsNamed entity resolution for investigative data | United StatesNationwide | — | — | Proposed | |
| ICE Homeland Security InvestigationsSemantic search and summarisation of investigative, translated and digital forensics data (three planned tools) | United StatesNationwide | — | — | Proposed | |
| ICE Homeland Security InvestigationsEmail analytics for investigative data | United StatesNationwide | — | — | Proposed | |
| IRS Criminal InvestigationPalantir Lead and Case Analytics (LCA) data analytics platform | United StatesNationwide | Palantir Technologies | 2018 | 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 | |
| NASA Office of Protective ServicesAI camera analytics for security | United StatesNationwide | Milestone, Genetec, Verkada, Lenel | 2016 | Operational | |
| 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 | |
| Office of Inspector General, Board of Governors of the Federal Reserve SystemBody-worn camera data management system with speech-to-text (pilot) | United StatesNationwide | — | 2024 | Trial | |
| Organized Crime Drug Enforcement Task Forces (US Department of Justice)Predictive analytics for financial links among subjects of criminal investigations | United StatesNationwide | — | — | Proposed | |
| Organized Crime Drug Enforcement Task Forces (US Department of Justice)Machine learning to prioritise proposed Homeland Security Task Force investigations | United StatesNationwide | — | — | Proposed | |
| 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 | |
| Transportation Security AdministrationCheckpoint facial recognition (Credential Authentication Technology 2, CAT-2) | United StatesNationwide, airport security checkpoints | IDEMIA (CAT-2 devices and MFACE Flex algorithm) | 2023 | Operational | |
| Transportation Security AdministrationLow Probability of False Alarm algorithm for advanced imaging body scanners (Leidos, Rohde & Schwarz) | United StatesAirports | Leidos, Rohde & Schwarz | 2022 | Operational | |
| Transportation Security AdministrationTranscription and summarisation of electronic evidence and video recordings | United States | — | — | Proposed | |
| Transportation Security AdministrationAI-enhanced millimetre-wave detectors as an alternative to walk-through metal detectors | United StatesAirport security checkpoints | — | — | Proposed | |
| Transportation Security AdministrationCheckpoint CT prohibited item detection | United StatesAirports | — | — | Proposed | |
| TRM LabsPolice Data Integration and Link Analysis Platforms | United States | TRM Labs (Ardence) | 2026 | In development | |
| US Citizenship and Immigration ServicesText analytics sentence-similarity model for fraud, national security and public safety patterns | United StatesNationwide | Inadev | 2019 | Operational | |
| US Coast GuardTRITON voice-enabled boarding report app | United States | — | — | Proposed | |
| US Customs and Border ProtectionTraveler Verification Service facial matching | United StatesUnited States, air land and sea ports of entry | NEC (facial matching algorithm), per the DHS 2025 AI Use Case Inventory; operated by US Customs and Border Protection (cloud-based) | 2017 | Operational | |
| US Customs and Border ProtectionFederal Mobile Biometric Identification (Mobile Fortify) | United StatesNationwide, including 287(g) partner agencies | NEC, named in the DHS 2025 AI Use Case Inventory as the vendor for CBP; built on CBP's Traveler Verification Service; app first reported by 404 Media | 2025 | Operational | |
| US Customs and Border ProtectionAutonomous Surveillance Towers | United StatesBorder Patrol sectors on the southwest and northern borders | Anduril Industries | 2018 | Operational | |
| US Customs and Border ProtectionOpen source and social media analysis (NexisXplore) | United StatesNationwide | NexisXplore (as listed in the inventory) | 2025 | Operational | |
| US Customs and Border ProtectionPredictive Intelligence Program: licence plate reader networks with a travel-pattern algorithm | United StatesBorder Patrol: southwest and northern borders and interior highways | — | — | Operational | |
| US Customs and Border ProtectionAccess to Flock Safety licence plate reader cameras (pilot) | United StatesNationwide | Flock Safety | 2025 | Discontinued | |
| US Customs and Border ProtectionAcoustic gunshot detection pilot (Invariant Corporation) | United StatesSouthwest border | Invariant Corporation | 2025 | Trial | |
| US Customs and Border ProtectionClearview AI facial recognition for national security and transnational criminal organisation investigations (Border Patrol pilot) | United StatesNationwide | Clearview AI | 2025 | Trial | |
| US Customs and Border ProtectionThruWave millimetre-wave 3D imaging for contraband in imported mail (pilot) | United StatesMail facilities | ThruWave | 2025 | Trial | |
| US Customs and Border ProtectionBabel Street 'Babel' open-source and social media analysis | United StatesNationwide | Babel Street | 2023 | Operational | |
| US Customs and Border ProtectionDataminr alerts for travel threat analysis | United StatesNationwide | Dataminr | 2024 | Operational | |
| US Customs and Border ProtectionThruvision passive body scanner with detection algorithm | United StatesPorts of entry | ThruVision TAC 16 | 2023 | Operational | |
| US Customs and Border ProtectionCBP Translate (machine interpretation for officers and agents) | United StatesNationwide | Aneesh Technologies, 24X7, Ellumen Inc., Deloitte, NiyamIT | 2019 | Operational | |
| US Customs and Border ProtectionPassenger Security Assessment Model (Automated Targeting System) | United StatesNationwide | — | 2013 | Operational | |
| US Customs and Border ProtectionCargo Security Assessment Model (Automated Targeting System) | United StatesNationwide | — | 2011 | Operational | |
| US Customs and Border ProtectionIllicit Trade risk model for inbound cargo | United StatesNationwide | — | 2023 | Operational | |
| US Customs and Border ProtectionTraveler Entity Resolution models | United StatesNationwide | — | 2012 | Operational | |
| US Customs and Border ProtectionPassport Anomaly Model | United StatesNationwide | ManTech | 2017 | Operational | |
| US Customs and Border ProtectionTrade Entity Risk Model | United StatesNationwide | ManTech | 2025 | Operational | |
| US Customs and Border ProtectionAltana entity resolution for supply-chain forced labour risk | United StatesNationwide | Altana | 2023 | Operational | |
| US Customs and Border ProtectionUnified Processing / Mobile Intake facial matching (NEC) | United StatesNationwide | NEC (Nippon Electric Company) | 2022 | Operational | |
| US Customs and Border ProtectionCBP Link liveness check and facial matching (iProov) | United StatesNationwide | iProov | 2025 | Operational | |
| US Customs and Border ProtectionTRM Labs cryptocurrency analysis | United StatesNationwide | TRM Labs | 2025 | Operational | |
| US Customs and Border ProtectionTraffic Jam (Marinus Analytics) facial recognition and data search for missing and trafficked people | United StatesNationwide | Marinus Analytics | 2025 | Operational | |
| US Customs and Border ProtectionLand Border Integration: licence plate and occupant face recognition at land ports (Rekor) | United StatesLand ports of entry | Rekor | 2021 | Operational | |
| US Customs and Border ProtectionERNIE analysis of radiation portal monitor data | United StatesPorts of entry | DHS Countering Weapons of Mass Destruction Office (as listed in the inventory) | 2017 | Operational | |
| US Customs and Border ProtectionAirship Outpost identification of conveyances | United StatesNationwide | Airship | 2023 | Operational | |
| US Customs and Border ProtectionMatroid automated item of interest detection in Border Patrol imagery | United StatesBetween ports of entry | Matroid | 2020 | Operational | |
| US Customs and Border ProtectionVessel detection from camera imagery | United StatesMaritime border areas | JHU APL | 2025 | Operational | |
| US Customs and Border ProtectionKESTREL aircraft landing location predictor (Maxar) | United StatesAir and maritime domain | Maxar | 2022 | Operational | |
| US Customs and Border ProtectionEmpty container detection model for X-ray images | United StatesPorts of entry | — | 2023 | Operational | |
| US Customs and Border ProtectionCommodity detection model for X-ray images | United StatesPorts of entry | — | 2025 | Operational | |
| US Customs and Border ProtectionAI triage of smartphone content during inspection | United States | — | — | Proposed | |
| US Customs and Border ProtectionAdvanced Analytics for X-ray Images (AAXI) | United StatesPorts of entry | — | — | Proposed | |
| US Customs and Border ProtectionAnomaly detection in vehicle inspection images (two planned models) | United StatesPorts of entry | — | — | Proposed | |
| US Customs and Border ProtectionIntegrated Defense and Security Solutions parcel anomaly detection | United StatesPorts of entry | — | — | Proposed | |
| US Customs and Border ProtectionAI-enabled autonomous underwater vehicle | United States | — | — | Proposed | |
| US Customs and Border ProtectionRelocatable Multi-Sensor System | United States | — | — | Proposed | |
| US Customs and Border ProtectionCBP Common AI Service: image analysis and data correlation | United States | — | — | Proposed | |
| US Customs and Border ProtectionTethered Aerostat Radar System vessel and object detection | United States | — | — | Proposed | |
| US Customs and Border ProtectionRAPTOR (Rapid Tactical Operations Reconnaissance) | United StatesAlong US borders | — | — | Proposed | |
| US Customs and Border ProtectionGeoseismic detection and classification of items of interest for unattended ground sensors | United States | — | — | Proposed | |
| US Department of Homeland SecurityAI-enabled surveillance and detection analytics | United States | Multiple, not fully disclosed | 2023 | Operational | |
| US Department of JusticeAI features in digital forensics tools (for example Cellebrite, Magnet Axiom, Griffeye) | United StatesNationwide | Cellebrite, Magnet Axiom and Griffeye (examples named in the inventory) | — | Operational | |
| US Department of Justice Office of the Inspector GeneralSpeech-to-text transcription and summarisation service | United StatesNationwide | Microsoft, OpenAI | — | Operational | |
| US Department of Justice Office of the Inspector GeneralAccess to the Nlets Nationwide Licence Plate Reader Pointer Index | United StatesNationwide | Thomson Reuters | — | Operational | |
| US Department of the Interior Office of Inspector GeneralAnomaly detection for financial transactions in Interior programmes (pilot) | United StatesNationwide | — | 2025 | Trial | |
| US Department of Veterans Affairs (Office of Operations, Security and Preparedness)Evolv weapons detection screening | United States | Evolv (named in the use case title) | — | Operational | |
| US Department of Veterans Affairs (Office of Operations, Security and Preparedness)Avigilon video search function | United States | Avigilon (named in the use case title) | — | Operational | |
| US Department of Veterans Affairs (Office of Operations, Security and Preparedness)Xtract weapons detection screening (heat map) | United States | Xtract (named in the use case title) | — | Proposed | |
| US Department of Veterans Affairs (Office of Operations, Security and Preparedness)Verkada camera AI video search | United States | Verkada (named in the use case title) | — | Proposed | |
| 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 the DHS AI inventory (CBP's vendor; ICE has no direct contract); built on CBP's Traveler Verification Service; first reported by 404 Media | 2025 | Operational | |
| US Immigration and Customs EnforcementAI-enhanced tip processing (large language model summaries of web tips) | United StatesNationwide | Palantir Technologies | 2025 | Operational | |
| US Immigration and Customs EnforcementHurricane Score (abscondment risk score for Alternatives to Detention) | United StatesNationwide (Enforcement and Removal Operations, Alternatives to Detention programme) | Developed in-house by ICE | 2019 | Operational | |
| US Immigration and Customs EnforcementLicence plate reader data: commercial database queries and AI plate capture and analysis | United StatesNationwide (Enforcement and Removal Operations and Homeland Security Investigations) | Motorola Solutions (per the DHS inventory); West Publishing (Thomson Reuters) for commercial plate data, per Biometric Update | — | Operational | |
| US Immigration and Customs EnforcementSmartLINK facial verification for Alternatives to Detention remote check-ins | United StatesNationwide | BI | 2018 | Operational | |
| US Immigration and Customs EnforcementAI-assisted resume screening for recruitment | United StatesNationwide | AIS | 2026 | Operational | |
| US Immigration and Customs EnforcementReal-time AI translation for field operations | United StatesNationwide | — | — | Proposed | |
| US Immigration and Customs EnforcementAI mobile device forensics triage | United StatesNationwide | — | — | Proposed | |
| US Immigration and Customs EnforcementAI open-source research for lead identification and targeting | United StatesNationwide | — | — | Proposed | |
| US Marshals ServiceClearview AI facial recognition search | United StatesNationwide | Clearview AI | — | Operational | |
| US Marshals ServiceOpen Source Investigative Tool | United StatesNationwide | — | — | Operational | |
| US Marshals ServiceJPATS mobile app biometrics (Rank One Computing) | United StatesNationwide | Rank One Computing | — | Operational | |
| US Marshals ServiceAxon Evidence Redaction object recognition | United StatesNationwide | Axon Enterprise, Inc. | — | Operational | |
| US Marshals ServiceAxon Evidence transcription | United StatesNationwide | Axon Enterprise, Inc. | — | Operational | |
| US Marshals ServiceIn-house video transcription tool | United StatesNationwide | — | — | Operational | |
| US Marshals ServiceAWS Rekognition duplicate-record check in the Capture System | United StatesNationwide | Amazon Web Services (Rekognition, as named in the inventory) | — | Proposed | |
| US pretrial courts (multiple jurisdictions)Public Safety Assessment (PSA) | United StatesNationwide | Developed with support from Arnold Ventures; no commercial vendor | 2013 | Operational | |
| US Probation and Pretrial Services (federal courts)Pretrial Risk Assessment (PTRA) | United StatesNationwide, federal judicial districts | Developed by the Administrative Office of the U.S. Courts | — | Operational | |
| US Probation and Pretrial Services (federal courts)Post Conviction Risk Assessment (PCRA) | United StatesNationwide, federal judicial districts | Developed by the Administrative Office of the U.S. Courts | — | Operational | |
| US Secret ServiceFacial recognition for investigative leads (Office of Investigations) | United StatesNationwide | NEC (algorithm used in DHS OBIM's IDENT system, per the DHS inventory) | — | Operational | |
| US Secret ServiceLicence plate reading from poor-quality images and video (forensic) | United StatesNationwide | Amped (as listed in the inventory) | 2025 | Operational | |
| US Secret Service (Uniformed Division)Sentry mobile facial and fingerprint identification app | United StatesWashington, D.C. | — | — | Trial | |
| 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.
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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.