Emails show US surveillance company Flock has rolled out a nationwide network of cameras with AI-powered license plate reading tech via 500+ police departments
VICEJoseph Cox
Context & Ripple Effects
This March 2021 report was the first documentary evidence of what Flock had quietly assembled: emails showing a nationwide camera grid with AI license plate reading, sold city-by-city to 500+ police departments so that no single contract ever looked like a national surveillance system. At the time it read as a privacy story about one vendor.
Five years of follow-on coverage turned it into the origin point of an industry arc: Flock scaled past 80K cameras and a $7.5B valuation, then spent 2025-2026 managing the backlash — cutting off agencies from cameras in CA, IL, and VA after ICE and abortion-related lookups, facing bipartisan pressure over data handling and security, and seeing its login-page code reveal OS Investigate, an AI system fusing plate scans with arrest records and case files.
First-order effects
More than 500 police departments gain real-time access to a shared, AI-searchable plate database that functions as a national tracking network without any federal authorization or warrant regime governing it.
Second-order effects
The lookup abuses documented later — ICE immigration sweeps and an abortion case traced through plate data — force Flock into defensive governance: requiring criminal case numbers for searches and blocking cross-state access where misuse surfaced.
Third-order effects
If the pattern holds, municipally-deployed surveillance consolidates into a single private investigative platform (OS Investigate) whose data-sharing rules are set by vendor policy rather than statute — making public-safety AI governance a legislative question instead of a procurement one.
The trend:US law enforcement surveillance is shifting from fragmented local camera purchases to privately-operated national AI platforms, with vendor policy — not legislation — setting the rules on who can search whom.
Hundreds of pages of emails obtained by VICE show how little-known company Flock has expanded from surveilling individual neighborhoods into a network of smart cameras that spans the United States. https://www.vice.com/...
The Flock cameras can operate on hotlists, either directly from the police or custom ones, and spot “non residents” driving into the neighborhood. Obviously this could include Uber drivers, delivery people, or just public driving through. https://www.vice.com/... https://twitter.…
New: hundreds of pages of police emails show how little-known company Flock has expanded beyond Ring-like smart cameras for individual neighborhoods, to a nationwide surveillance network that police can tap into, including beyond their own jurisdiction https://www.vice.com/...
Residents, home owners buy Flock's cameras and install them around their neighborhood, creating “virtual gates” recording every car driving in and out. Communities then, like Ring, share this footage with police. Cops can use a map to find footage too https://www.vice.com/... htt…
In public, Flock says its systems are not used for immigration enforcement. But when asked, the CEO told me that it could be used for that (some of the hotlists do include immigration violators). Relies on the customer deciding not to https://www.vice.com/... https://twitter.com/…
Controversial fusion centers, which hoover in data from local, state, federal sources to monitor large parts of the country at once, have also discussed getting access to Flock cameras, letting them track people as they drive around https://www.vice.com/... https://twitter.com/..…
NEW: Flock's AI-enabled smart cameras have been quietly rolled out to 500 police departments and 1,000 American cities. They have created a nationwide network called TALON that can track you wherever you drive, with few meaningful privacy safeguards https://www.vice.com/...
BAD: An obscure company called Flock has created a nationwide surveillance network that cops can and do tap into. It uses one weird trick (a dragnet) to turn communities into panopticons that cops have access to even if outside of jurisdiction. https://www.vice.com/...
One of the most Ring-like parts of Flock is how it offers to write press releases, social media posts, etc, for police departments. Emails show it has done this for some agencies. Company acknowledged this was “probably not standard” https://www.vice.com/... https://twitter.com/.…