Flock cameras are AI‑driven surveillance systems—best known as automatic license plate readers (ALPRs)—sold by the company Flock Safety and now deployed in tens of thousands of locations across the U.S. They are widely used by police departments, homeowner associations, and cities, but are also facing growing backlash over mass surveillance, privacy, and civil liberties concerns.theguardian+3
Flock Safety makes networked cameras that automatically capture passing vehicles and their license plates, along with additional details like vehicle color, make, and presence of roof racks or bumper stickers.wikipedia+2
Their standard product is an ALPR camera, but they also market “Condor” cameras designed to detect and track people, foot traffic patterns, and crowds using facial and body recognition algorithms.engadget+1youtube
The system ties the cameras to cloud software: images and metadata are uploaded, processed by machine‑learning, and then searched or cross‑referenced by law enforcement or other customers based on plate numbers, vehicle characteristics, or watch lists.engadget+2
Flock reports more than 80,000 AI‑powered cameras deployed across the United States, used by thousands of police agencies and private communities.wikipedia+1
Cameras are commonly installed at neighborhood entrances, major intersections, shopping centers, schools, and other “choke points” to maximize the number of vehicles or people captured.theguardian+2
Adoption has grown rapidly since the mid‑2010s, and in 2026 many cities either maintain or expand contracts, even as others vote to suspend or cancel them because of public outcry.npr+2
Supporters emphasize crime‑fighting and investigative advantages:
Police and city officials say ALPR networks help quickly identify suspect vehicles in cases of shootings, kidnappings, stolen cars, and missing persons, by alerting when a flagged plate passes a camera.npr+2
Some departments report higher clearance rates for property crimes and faster recovery of stolen vehicles after deploying Flock systems.wikipedia+1
Neighborhoods and HOAs often see them as a deterrent, believing the visible presence of cameras and the ability to track vehicles discourages criminals from entering the area.marvista+1
Critics argue that the risks to civil liberties, privacy, and safety outweigh the benefits:
Mass tracking: Cameras log movements of everyone who drives or walks past, not just suspects, creating detailed records of where people travel, worship, work, or seek medical care.aclu+2
Long‑term data storage: By default, Flock data is retained for weeks, and images tagged in investigations can be kept much longer, effectively creating a long‑lasting travel history.aclu+2
Data sharing and access: Local police can share ALPR data across jurisdictions and with federal agencies, including immigration authorities, raising concerns about dragnet surveillance and targeting of immigrants and protesters.npr+2
Corporate control: Flock requires customers to allow some use of their data to train the company’s AI models, meaning a private corporation holds large troves of movement data with limited public transparency.engadget+2
Misidentification and harm: ALPR systems can misread plates or wrongly match a vehicle, which in practice has led to mistaken stops and arrests when officers rely heavily on automated alerts.youtubetheguardian+1
Because of these issues, advocacy groups like the ACLU have launched campaigns such as “Get the Flock Out,” urging communities to reject Flock contracts and dismantle camera networks. Several city councils—including in Denver and other jurisdictions—have recently voted to end or pause deployments.theguardian+4
Public reporting and company statements put the total at “more than 80,000” Flock cameras operating across the U.S. in 2026, with numbers continuing to change as cities add or remove systems.wikipedia+1
Individual local programs can range from a handful of cameras to dozens or hundreds; for example, one Los Angeles council district documented 39 Flock cameras installed at high‑traffic locations.theguardian+1
If you like, I can walk through how these systems might affect a specific city like Bridgeport—what to look for in local policies, and how communities have organized to either regulate or remove them.