Flock Safety’s AI-driven license plate cameras are quietly popping up in American cities and suburbs. Many residents are unaware of the data being collected or what happens to it afterward.
What Is Flock Safety?
Flock Safety, based in Atlanta, creates automated license plate readers (ALPRs). These cameras photograph passing vehicles, capturing their license plates and details like color, make, and distinctive features. The company mainly sells these systems to local police departments and homeowners associations, often marketing them as tools to fight crime.
Imagine a toll booth camera. Instead of just snapping your plate to bill you, it creates a searchable log of where your car has been every time it passes one of these cameras. That log doesn’t just vanish when you drive away.
Flock has expanded beyond fixed cameras. They now offer drone systems that can monitor neighborhoods from above, adding a new layer to their existing surveillance network.
How the Cameras Actually Work
Each Flock camera takes an image of every vehicle in its view. The onboard software uses computer vision—AI trained to spot patterns in images—to extract the license plate number and identify vehicle features like body type and color.
This data gets uploaded to Flock’s cloud platform, making it searchable. If a police officer is investigating a crime, they can search for a specific plate or request all red pickup trucks that passed a particular intersection on a certain day. The system pulls data from every Flock camera in the network, allowing one search to gather information from multiple cities at once.
Flock retains footage for 30 days by default, although that timeframe can be extended based on the agency’s contract.
How Widespread Is This?
| Agencies using Flock | 5,000+ law enforcement agencies across the U.S. |
|---|---|
| Cameras deployed | Hundreds of thousands nationwide |
| Data retention (default) | 30 days per capture |
| Company founded | 2017, Atlanta, Georgia |
| Funding raised | Over $380 million as of last reported round |
Flock has rapidly expanded. The company collaborates with over 5,000 law enforcement agencies and an increasing number of private homeowners associations. Cameras aren’t limited to public streets; many are installed on private property at neighborhood entrances, capturing data on both residents and visitors, often without clear signage.
Why Some Cities Are Pushing Back
Privacy advocates argue that widespread license plate tracking creates an intrusive map of individuals’ lives without any evidence of wrongdoing. Where you go to worship, receive medical care, or visit friends can all be inferred from your vehicle’s movement records.
Some cities have enacted or proposed rules requiring city council approval before deploying new surveillance tech. Others want audits to clarify how Flock data is used, especially after concerns about incomplete access logs and unauthorized data sharing.
A specific worry is mission creep. A system originally intended for solving car thefts could end up tracking individuals at protests, identifying visitors to immigration offices, or profiling people who haven’t been charged with anything.
What This Means for You
If you drive and live in or near a mid-sized or large American city, your vehicle’s movements are likely being logged by at least one Flock camera. You don’t have to be suspected of a crime for your plate to appear in the database. Every pass through a monitored intersection gets recorded automatically.
Here’s what you can do about it:
- Ask your city council. Many residents are unaware of Flock cameras in their area until someone points it out. Local government procurement records are typically public. A records request can uncover existing contracts.
- Check your HOA documents. If you live in a neighborhood with a homeowners association, camera installations might have been approved in a meeting you didn’t attend. Look over the minutes.
- Support surveillance oversight laws. Advocacy groups like the ACLU and the Electronic Frontier Foundation track local legislation on surveillance technology. Attending city council meetings when these proposals come up is a direct way to voice your opinion.
- Understand your state’s laws. Some states have stronger data privacy protections. A few now require warrants for extended access to ALPR data.
Community Reactions
“Our HOA installed Flock cameras at both entrances without a vote. I only found out when a neighbor mentioned it. Turns out they retain data for 60 days and share access with the county sheriff. No one was told any of this.”
“I’ve watched four different explainer videos on Flock now. The part that bothers me most isn’t the cameras themselves — it’s that there’s no real audit trail for who runs searches and why. Police accountability requires knowing what tools are being used and how.”
What To Watch
- State legislation sessions in 2026: At least a dozen states are considering bills to regulate ALPR data retention, sharing, and access logging. Keep an eye on votes in California, Illinois, and Washington, where proposals are advancing.
- Flock’s drone expansion: The company is testing autonomous drone systems that patrol scheduled routes. How cities respond to this mobile aerial surveillance will set important precedents.
- Federal privacy legislation: A comprehensive federal data privacy bill has stalled in Congress multiple times. If it moves again, ALPR data is likely to be part of the discussion.
- Lawsuits: Several civil liberties organizations are exploring legal challenges to Flock deployments in certain jurisdictions. Court decisions could change what agencies can do with this data.
Sources: CNET’s full investigation into Flock Safety cameras.
Ava Mitchell
Ava Mitchell is a digital culture journalist at Explosion.com covering social media platforms, streaming services, and the creator economy. With 4 years reporting on TikTok, Instagram, YouTube, and the apps that shape daily life, Ava specializes in explaining platform policy changes and their impact on everyday users. She previously managed social media strategy for a tech startup, giving her firsthand experience with the platforms she now covers.
