Independent · Updated continuously
Artificial Intelligence in Law Enforcement
Analysis · 7 September 2026 · 10 min read

The backlash against licence plate cameras did not start with the cameras. It started with the search logs.

In eight days, Florida revoked permits for licence plate readers on state highways, a bipartisan bill was introduced to strip federal funding from them, and a Senate investigation widened to three more suppliers. The cameras have been going up for years without much argument. What changed is that the record of who searched them, and why, became readable by the public.

Between 31 August and 5 September 2026, three things happened to automated licence plate readers in the United States.

Florida's Department of Transportation revoked every permit allowing the cameras in state highway rights-of-way, giving agencies thirty days to take them down. Two Republican congressmen introduced a bill to strip federal funding from the technology, picking up cosponsors from both parties. And a Republican senator widened an existing investigation from one supplier to four.

The cameras themselves are not new. Fixed, solar-powered plate readers have been going up across American towns since the late 2010s, mostly without argument, mostly approved in routine council votes. Something changed, and it was not the hardware.

What changed is that the log of who searched the cameras, and the reason each officer typed in, became something an ordinary person could read.

What is actually deployed

Flock Safety, founded in 2017 and based in Atlanta, is the largest supplier but not the only one. Its cameras capture plate numbers along with vehicle colour, make and distinguishing features, producing what the industry calls a vehicle signature. Records are held in a searchable database, with a default retention period of thirty days.

Reporting in 2025 put the network at more than 40,000 cameras. This site's tracker record lists over 5,000 US law enforcement agencies as users. Agencies can opt into a national lookup arrangement, searching cameras in other states provided they share their own.

That sharing arrangement is the structural feature that matters for everything below.

The case for the technology

It deserves stating properly, because it is stronger than the current political temperature suggests.

Motor vehicle theft has the lowest clearance rate of any major offence category in American crime statistics. FBI figures put it at around 8 to 10 per cent, meaning roughly nine in ten reported thefts end without an arrest. The Council on Criminal Justice describes vehicle theft as a keystone offence, because stolen cars are frequently used in the commission of other crimes.

A working paper published on CrimRxiv in 2026 by two academic criminologists offers the most rigorous evidence so far. Using the staggered rollout of fixed Flock cameras across 216 agencies and federal incident-level crime data, the authors found motor vehicle theft fell around 11 per cent in the year after deployment relative to comparison agencies, and clearances by arrest for that offence rose 15.9 per cent. Flock supplied the deployment dates and says it had no role in the design or the findings. The paper has not yet completed peer review.

That is a real result on a real problem, and it is more than most policing technologies can show.

Two caveats belong with it. The same paper notes the wider evidence base is thin: a couple of place-based experiments on patrol-mounted readers, a handful of single-agency studies, and vendor-sponsored analyses that compare adopting agencies with non-adopting ones without accounting for why some agencies adopt and others do not. Flock's own figures, including a claim that around one in five resolved cases in its customer communities involve its technology, fall into that last category.

And the finding is narrow. The measured effect is on vehicle theft, the crime the cameras are most directly suited to. It is not a general crime reduction result, and nobody has produced one.

Police chiefs make the operational case in similar terms. A North Carolina chief defending his department's cameras last week pointed to investigations closed with them, which is the honest form of the argument: the tool produces leads that would otherwise not exist.

The case against, and where it came from

Almost every documented problem with these systems has surfaced the same way. Someone filed a public records request for an audit log.

Flock records each search alongside a free-text reason field the officer completes. It was designed as an internal accountability control. It turned out to be obtainable under state transparency law.

In 2025, a records request for the Danville, Illinois police department's network audit produced the first large disclosure. Because Danville shared its cameras nationally, the log captured searches run by agencies across the country. Reporting by 404 Media found more than 4,000 lookups between June 2024 and May 2025 with reasons referencing immigration enforcement or ICE, despite Illinois law restricting exactly that use. Similar records later showed roughly 1,400 immigration-related searches of Denver's cameras, and at least 180 by Texas agencies.

The same body of reporting surfaced a search by a Texas sheriff's office for a woman said to have self-administered an abortion. The office stated it acted on family concerns for her safety. Both the search and the explanation are on the record.

Individual misuse appears too. An officer at a Florida police department was arrested last month after allegedly running the cameras hundreds of times to track his estranged wife's vehicle. In June 2026, researchers found that some officers' logged search reasons, and in places the plates searched, had been indexed by public search engines.

Flock's position has been consistent: it says misuse is unacceptable, that federal immigration agencies have no direct access to its platform, and that pilot arrangements with two federal agencies have ended. It has removed several states from the national lookup pool and says it will cooperate with the Senate inquiry.

The pattern worth noticing is not any single incident. It is that every one of these cases became public through a log, and most only after a member of the public went looking. Audit trails catch misuse when somebody reads them.

Why the coalition is bipartisan

The political alignment here is genuinely unusual, and it is worth describing accurately rather than treating as a single movement.

H.R. 10221, the Flock-Off Act, was introduced on 2 September by Thomas Massie of Kentucky and Eric Burlison of Missouri. Its cosponsors are Lauren Boebert, Paul Gosar, Chip Roy and Victoria Spartz, all Republicans, and Ro Khanna, a Democrat. Massie's stated objection is fiscal and constitutional: "Federal taxpayers should not be forced to fund the surveillance state."

Democratic critics, including Alexandria Ocasio-Cortez, whose intervention was reported last week, have focused primarily on immigration enforcement and reproductive healthcare searches. Republican state officials have moved on different grounds again: Florida's governor said of the technology, "I think it's out of control", while supporting its use against crime, and the Texas governor halted state funding earlier.

These are not the same objection. A libertarian concern about federal money funding local surveillance, a civil-rights concern about immigration enforcement, and a state-sovereignty concern about data leaving the jurisdiction point in the same direction for now, but they would be satisfied by different remedies. Coverage describing this as a single wave of political opposition flattens distinctions that will matter when anything is actually drafted into law.

What the measures would and would not do

Both headline actions are narrower than the coverage suggests, and the detail is where the analysis is.

The Flock-Off Act does not ban anything. It prohibits federal funds from being used to buy, lease, install, maintain, upgrade or operate covered camera systems, and extends that to subscriptions, licences, data-sharing agreements, cloud storage and technical support. Federal agencies would have 180 days to remove federally funded systems. State and local recipients would have to stop operating them as a condition of continued funding, with money clawed back to the Treasury otherwise. Toll enforcement is exempt, as is border-security use within a mile of the northern and southern borders.

Locally funded systems are untouched. Since a large proportion of these contracts are paid for from municipal budgets rather than federal grants, the practical reach of the bill is an open question that nobody has yet quantified. It is also one bill among several, alongside earlier measures on warrant requirements and federal purchasing that have attracted single-figure cosponsor counts.

Florida's order is similarly bounded. The transportation department revoked permits within the state highway right-of-way, citing an "exponential increase" in deployments alongside misuse and privacy concerns, with a removal deadline of 30 September and no further permits to be issued. It does not reach cameras on county or municipal roads, which is where many of them are. Its knock-on effect has been larger than its formal scope: several county sheriffs' offices ended their own programmes in the days after, and Florida is now the clearest example of a state withdrawing permission rather than legislating.

The Senate inquiry is the most open-ended of the three. Having written to Flock on 26 August, the chair of the Senate crime and counterterrorism subcommittee wrote on 2 September to Motorola Solutions, Verkada and Axon, asking each how broadly customers can search vehicle data, how long plate data is retained, how many confirmed misuse cases have occurred since 2021, and what checks exist on the justification an officer provides. Responses were requested by 16 September.

Those four questions are the ones this whole episode has been circling, and they apply to any operator of a networked camera system anywhere.

The uncomfortable implication

Here is the part that complicates the story for everyone involved.

Flock is under investigation partly because it logs searches, records a reason for each one, and operates in jurisdictions where those logs are disclosable. The scandal exists because the evidence exists.

A system that recorded less would have produced fewer headlines. It would not have produced less misuse. It would have produced less visible misuse, which is not the same thing and is in some respects worse.

That is the real test in the senator's expansion of the inquiry to three competitors. If Motorola, Verkada and Axon can answer the question about confirmed misuse cases since 2021 with a substantiated number, their logging is comparable. If they cannot, the answer is not that their systems have been used more responsibly. It is that nobody can tell.

The same reasoning applies to the withdrawals now under way. Cancelling a contract removes the cameras and the audit trail together. Agencies dropping these systems, and others attaching conditions before renewing, are making a defensible choice either way. But a jurisdiction that swaps a logged commercial network for an unlogged in-house one has reduced its transparency while appearing to increase its restraint.

Why this matters outside the United States

Britain has one of the world's largest plate recognition networks. It is national, state-operated, and reads a far greater volume than any American commercial system. It has generated nothing resembling the current American argument.

Two explanations are available. One is that it is better governed, operating under a national standard with defined access controls and oversight. There is something to that.

The other is that there is no British equivalent of a public records request returning a searchable list of every query an officer ran and the reason they gave. Members of the public cannot check whether their own vehicle has been searched, by whom, or why. No log means no story.

Both explanations can be partly true at once, and there is currently no way for anyone outside British policing to establish the balance between them. The absence of a scandal is evidence about what is visible. It is not, by itself, evidence about what happened.

Which is the question the American argument has really been about all along, and the one worth putting to any force operating a networked camera system: not whether your officers misuse it, but whether anyone outside your organisation could find out if they did.

More from the blog