Tcf362fT131417 TECHNOLOGY PROFILES T969389~/wiki
T969389Surveillance Systems Exposed
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How they work. Who builds them. Where they watch. What you can do about it.
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Tcf362fAI Undercover Personas
Tcf362fALPR
Tcf362fALPR / Vehicle Surveillance
Tcf362fAcoustic Surveillance
Tcf362fAerial Surveillance
Tcf362fAlgorithmic
Tcf362fCamera Integration / RTCC
Tcf362fCell Surveillance
Tcf362fCellular Interception
Tcf362fDNA / Biometric
Tcf362fDNA / Forensic Genealogy
Tcf362fData Aggregation
Tcf362fData Fusion & Analytics
Tcf362fDistributed Surveillance
Tcf362fDrone / Aerial Surveillance
Tcf362fFacial Recognition
Tcf362fInvestigative Analytics
Tcf362fLocation Data Broker
Tcf362fLocation Surveillance
Tcf362fLocation Tracking
Tcf362fMercenary Spyware
Tcf362fPhone Forensics
Tcf362fSearch Surveillance
Tcf362fSocial Media Monitoring
Tcf362fSocial Media Surveillance
Tcf362fSurveillance
Tcf362fVideo Surveillance
Tcf362fWireless Surveillance
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AI Undercover Personas
Massive Blue Overwatch
T969389Massive Blue
T969389Overwatch deploys lifelike AI-generated personas as virtual undercover
T969389agents to infiltrate social media, messaging apps, and even
T969389encrypted...
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ALPR
Automated License Plate Readers (Mobile)
T969389Various (Vigilant, ELSAG, PIPS)
T969389Vehicle-mounted ALPR systems on patrol cars. Scan plates continuously
T969389while driving. Older technology than fixed cameras but still widely
T969389deployed....
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Flock Safety ALPR
T969389Flock Safety (Flock Group Inc.)
T969389Automated license plate reader cameras marketed to local law
T969389enforcement as a crime-fighting tool. Captures every passing vehicle:
T969389license plate,...
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Vigilant/Motorola ALPR
T969389Motorola Solutions (acquired Vigilant Solutions 2018)
T969389Legacy ALPR system with the largest commercial plate scan database in
T969389the world -- over 15 billion scans and growing by approximately 120
T969389million per...
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ALPR / Vehicle Surveillance
Genetec AutoVu Cloudrunner
T969389Genetec (Canada)
T969389A cloud, vehicle-centric investigation system that goes beyond plate
T969389reading to capture and store vehicle 'fingerprints' (plate, color,
T969389type, make,...
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Acoustic Surveillance
ShotSpotter / SoundThinking
T969389SoundThinking Inc. (rebranded from ShotSpotter 2023)
T969389Acoustic sensor network that detects gunshots and reports location to
T969389police. Microphones mounted on buildings and utility poles in
T969389target...
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Aerial / Wide-Area Surveillance
Persistent Surveillance Systems (Wide-Area Aerial)
T969389Persistent Surveillance Systems (PSS)
T969389PSS flew camera-equipped planes providing wide-area, city-scale
T969389'persistent' surveillance - Baltimore's 2020 pilot imaged
T969389pedestrian/vehicle movement...
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Aerial Surveillance
Drone Surveillance (Police)
T969389DJI, Skydio, Brinc, others
T969389Police use of drones for surveillance, pursuit, and crime scene
T969389documentation. Rapidly expanding capability. Some departments
T969389deploying drones as...
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FBI Aerial Surveillance (Spy Planes)
T969389FBI (aircraft via front companies: NG Research, KQM Aviation, PXW Services, National Aircraft Leasing Corp.)
T969389The FBI operates a fleet of low-flying manned aircraft — mostly Cessna
T969389propeller planes and Citation jets — for persistent overhead
T969389surveillance....
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Algorithmic
Predictive Policing
T969389PredPol/Geolitica, Palantir, HunchLab, others
T969389Software that uses historical crime data to predict where crimes will
T969389occur or who will commit them. Directs patrol resources to predicted
T969389hotspots....
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Audio Detection + Data Platform
Flock Safety Raven + Nova
T969389Flock Safety
T969389Distinct from Flock's ALPR network, Raven is an AI acoustic sensor
T969389that records audio in 5-second increments, analyzes for gunfire,
T969389estimates...
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Biometric / Facial Recognition Infrastructure
Idemia (Biometric Identity Infrastructure)
T969389IDEMIA (France)
T969389Idemia is a major supplier of biometric identity infrastructure to US
T969389government. It won a $128M, 7-year TSA contract for next-gen
T969389Credential...
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Biometric / Mobile Identification
Mobile Biometric Field ID (fingerprint/face)
T969389BI2 (MORIS), DataWorks Plus, HID
T969389Handheld/phone-attached devices let officers capture fingerprints (and
T969389sometimes face/iris) in the field and search them against databases in
T969389near...
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Camera Integration / RTCC
Axon Fusus (RTCC Platform)
T969389Axon (acquired Fusus Feb 2024)
T969389Fusus is a cloud real-time-crime-center platform that ingests
T969389virtually any video/data source - public cameras, registered
T969389private/business...
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Cell Surveillance
Cell Tower Dumps
T969389Telecommunications carriers
T969389Law enforcement requests records of all phones connected to a cell
T969389tower during a specific time window. Captures everyone in the area,
T969389not just...
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Stingray / IMSI Catcher
T969389Harris Corporation (now L3Harris)
T969389Cell site simulator that impersonates a cell tower. Forces all nearby
T969389phones to connect, revealing location and IMSI. Can intercept
T969389calls/texts on 2G.
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Cellular Interception
Nyxcell (Cell-Site Simulator)
T969389Octasic (Montreal, Canada); US distribution by Tactical Support Equipment (TSE)
T969389Nyxcell is a newer cell-site simulator (IMSI catcher) marketed as a
T969389successor to Harris/L3Harris' Stingray, which stopped selling to local
T969389police at...
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Cloud Cameras / Video Analytics
Verkada (Cloud Video Surveillance)
T969389Verkada (US)
T969389Verkada sells internet-connected cameras with cloud management and
T969389built-in analytics that identify and track individuals by face over
T969389time and...
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DNA / Biometric
Rapid DNA (RapidHIT / ANDE)
T969389Thermo Fisher Scientific; ANDE Corp
T969389Rapid DNA is a fully automated 'swab-to-CODIS' analyzer producing a
T969389DNA profile in ~90 minutes without a lab technician, designed for
T969389booking...
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DNA / Forensic Genealogy
Forensic Genetic Genealogy (Othram / Parabon)
T969389Othram, Parabon NanoLabs; GEDmatch & FamilyTreeDNA
T969389FGG uploads crime-scene DNA profiles to consumer genealogy databases
T969389to find relatives and reverse-engineer a suspect's identity via family
T969389trees....
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Data Aggregation
Data Brokers (LexisNexis/Accurint)
T969389LexisNexis Risk Solutions
T969389Commercial data aggregation platform providing law enforcement with
T969389comprehensive personal profiles: addresses, phone numbers, associates,
T969389financial...
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Fusion Centers
T969389DHS / State partnerships
T969389Multi-agency intelligence centers aggregating federal, state, and
T969389local data into unified profiles. 80+ nationwide. Senate investigation
T969389found them...
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Data Fusion & Analytics
Palantir (ICE / Fusion-Center Data Platform)
T969389Palantir Technologies
T969389Palantir builds the data-integration and case-management software that
T969389ties disparate surveillance feeds — social media, property and
T969389vehicle...
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Data Fusion / Deportation Operations
Palantir ImmigrationOS
T969389Palantir Technologies
T969389ImmigrationOS ('Immigration Lifecycle Operating System') is a
T969389purpose-built ICE platform Palantir was awarded ~$30M to build in
T969389April 2025, later...
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Distributed Surveillance
Ring / Doorbell Camera Networks
T969389Amazon (Ring), Google (Nest)
T969389Consumer doorbell cameras that create distributed surveillance grid.
T969389Law enforcement can request footage. Tens of millions of US homes.
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Drone / Aerial Surveillance
BRINC Drones
T969389BRINC (Motorola Solutions alliance)
T969389BRINC builds purpose-built public-safety drones - the Responder (first
T969389drone designed specifically for 911/DFR) and the tactical Lemur 2 (can
T969389break...
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Skydio (Drone as First Responder)
T969389Skydio (US)
T969389Skydio is the leading US DFR vendor, with drones (X10 + docks) that
T969389autonomously launch to 911 calls and arrive before officers. As of Dec
T9693892025...
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Facial Recognition
Clearview AI
T969389Clearview AI Inc.
T969389Scraped 40+ billion photos from social media and the open web without
T969389consent to build the largest known facial recognition database.
T969389Matches...
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NEC NeoFace
T969389NEC Corporation
T969389Enterprise facial recognition used by large police departments and
T969389federal agencies. NIST-tested top accuracy. Used in real-time and
T969389forensic modes.
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PimEyes (Public Face Search)
T969389PimEyes (Poland)
T969389PimEyes is a public, subscription face-search engine: upload a photo
T969389and it crawls the web to surface other images of that person,
T969389functioning as...
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Facial Recognition / Biometric
CBP/TSA Facial Recognition (Traveler Verification Service)
T969389US CBP; TSA
T969389CBP's cloud-based TVS matches travelers' live face captures against
T969389galleries built from passport/visa photos at airports, land, and sea
T969389ports; TSA...
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Facial Recognition / Video Analytics
Amazon Rekognition
T969389Amazon Web Services
T969389Rekognition is AWS's cloud face/image/video analysis API (face
T969389matching, person/attribute detection, object recognition). After
T9693892018-2020 backlash...
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Investigative Analytics
Cellebrite Pathfinder / Guardian
T969389Cellebrite
T969389Distinct from UFED extraction, Pathfinder is Cellebrite's AI
T969389link-analysis engine that ingests data from multiple seized devices
T969389and surfaces...
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Location Data Broker
Babel Street Locate X
T969389Babel Street
T969389Locate X lets users track individual phones on a map by purchasing
T969389advertising 'bid-stream' location data keyed to Mobile Advertising IDs
T969389(MAIDs),...
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Fog Data Science
T969389Fog Data Science LLC
T969389Purchases bulk location data from phone apps (weather, games,
T969389navigation) and sells to law enforcement. Enables warrantless tracking
T969389of anyone with a...
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Venntel / Gravy Analytics
T969389Gravy Analytics / Venntel
T969389Venntel was the principal conduit selling smartphone location data to
T969389US government agencies. In Dec 2024 the FTC found Gravy/Venntel
T969389unlawfully...
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Location Surveillance
Geofence Warrants
T969389Google (primary), Apple, others
T969389Law enforcement requests all device location data within a geographic
T969389area and time window from tech companies. Turns everyone in an area
T969389into a...
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Location Tracking
Wi-Fi Positioning System (WPS) Geolocation
T969389Apple, Google (device-location APIs)
T969389Wi-Fi Positioning Systems let phones estimate location from nearby
T969389Wi-Fi access points instead of GPS. Researchers Erik Rye and Dave
T969389Levin...
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Mercenary Spyware
NSO Pegasus / Landmark
T969389NSO Group (Israel)
T969389Pegasus is the best-known zero-click mobile spyware; its import/use in
T969389the US was banned Nov 2021. NSO's 'Landmark' geolocation product
T969389was...
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Paragon Graphite
T969389Paragon Solutions (Israel)
T969389Graphite is zero-click mobile spyware that can silently compromise
T969389phones and read encrypted apps. Citizen Lab/WhatsApp attributed a 2025
T969389campaign...
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Phone Forensics
Cellebrite UFED / Inseyets
T969389Cellebrite (Israel)
T969389UFED (Universal Forensic Extraction Device) is the dominant
T969389mobile-forensics tool in US law enforcement, now bundled into the
T969389'Inseyets' suite. It...
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GrayKey
T969389Magnet Forensics (acquired Grayshift 2023)
T969389GrayKey is a dedicated iPhone/Android unlocking appliance restricted
T969389to government buyers, the primary competitor to Cellebrite Premium. A
T969389Nov 2024...
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Search Surveillance
Keyword Warrants
T969389Google, Microsoft, others
T969389Law enforcement requests identity of everyone who searched for
T969389specific terms. Reverse search warrant targeting queries rather than
T969389individuals.
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Social Media Monitoring
Dataminr First Alert
T969389Dataminr
T969389First Alert delivers real-time AI 'alerts' to police from firehose
T969389social-media and public data, marketed for emergencies but repeatedly
T969389used to...
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Media Sonar
T969389Media Sonar
T969389Media Sonar markets an 'investigations platform specifically designed
T969389for law enforcement' to mine social media, monitor protest events, and
T969389build...
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Voyager Labs
T969389Voyager Labs (Israel/UK)
T969389Voyager sold police tools claiming to 'predict' crime from
T969389social-media analysis. Meta sued in Jan 2023, alleging Voyager created
T96938938,000+ fake...
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Social Media Monitoring / OSINT
ShadowDragon SocialNet
T969389ShadowDragon
T969389SocialNet aggregates and links data from 200+ online sources -
T969389including Telegram, Tinder, PornHub, Fortnite, FetLife - to build
T969389relationship maps on...
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Social Media Surveillance
Social Media Monitoring
T969389Babel Street, Dataminr, Geofeedia, others
T969389Tools that monitor and analyze social media posts in real-time. Used
T969389for protest monitoring, threat assessment, and building profiles on
T969389individuals...
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Student / Education Surveillance
Student Surveillance (Gaggle / GoGuardian / Securly)
T969389Gaggle, GoGuardian, Securly
T969389These tools monitor school-issued devices and accounts, scanning
T969389students' searches, documents, browsing, and messages with AI to flag
T969389'concerning'...
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Surveillance
Camera Registry Programs
T969389Various
T969389Voluntary or mandatory programs where residents and businesses
T969389register their security cameras with police. Allows law enforcement to
T969389request footage...
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Real-Time Crime Centers
T969389Various
T969389Centralized monitoring facilities that aggregate feeds from
T969389surveillance cameras, ALPR, gunshot detection, social media, and other
T969389data sources for...
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Video Analytics Software
T969389BriefCam, Flock Safety, Vintra
T969389Software that automatically analyzes video footage to detect,
T969389classify, and track objects and people. Includes features like facial
T969389recognition,...
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Video Surveillance
Body Cameras (Axon)
T969389Axon Enterprise Inc.
T969389Police body-worn cameras with cloud storage and AI analysis
T969389capabilities. Axon dominates the market. Increasingly integrated with
T969389facial recognition,...
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Wireless Surveillance
WiFi/Bluetooth Tracking
T969389Various (retail analytics, police)
T969389Passive monitoring of WiFi probe requests and Bluetooth signals to
T969389track device movement. Used commercially for foot traffic analytics
T969389and by police...
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