Flock AI Can Search Without a Name or Plate

Our Take

Citizens Sentry's breakdown of Flock's OS Investigate feature lands on something we've been warning about for a while: these systems were sold as tools to find a specific stolen car or an Amber Alert plate, but the underlying search capability has quietly grown into something else entirely. When a platform can start with just a location, a time window, and "patterns of behavior" — no name, no plate, no warrant-grade specificity — the entire logic of investigation flips. Instead of asking who committed a crime, the system asks who in this crowd looks like they might have. That's not policing, that's profiling at scale, run by an algorithm nobody outside Flock fully understands.

The credit here goes to Citizens Sentry for laying out plainly why this matters before it becomes normalized. Every one of these expansions happens quietly, marketed as a feature update, rolled out to police departments with no public hearing and no meaningful audit trail. The questions Citizens Sentry raises — who can run these searches, what data pools they touch, how long it's retained, who checks any of it — are exactly the questions your city council should be asking before renewing a Flock contract, not after.

If you want to see whether this kind of AI-assisted dragnet is already parked on your street, check our camera map. And if you're ready to push back at the local level, our take-action page has the tools to start that fight.