Flock Cameras Helped Police Accuse the Wrong Woman in Colorado

Our Take

Credit to matteo_il_pazzeo for digging into the Chrisanna Elser case, because it's exactly the kind of story that gets buried once a summons is quietly voided. A Flock camera clocked a truck near a theft, cops paired that hit with a doorbell image of someone who "resembled" her, and suddenly a private citizen is facing a criminal summons built on a license plate read and a vibe. That's not evidence, that's a coincidence dressed up as probable cause.

This is the core danger of ALPR networks like Flock's: they generate a firehose of location data on ordinary people who've done nothing wrong, and that data gets treated as more objective and reliable than it actually is. A plate near a scene tells you a vehicle passed by, not who was driving, not intent, not guilt. When departments lean on that as if it's a smoking gun, innocent people get dragged into the criminal system while the actual investigative work gets skipped. Elser had the resources and evidence to fight back and get the summons voided — plenty of people don't.

Every one of these cases is a reminder that the surveillance infrastructure quietly spreading through American towns doesn't come with a warrant, a jury, or even basic accuracy guarantees. Check our map to see if Flock cameras are already watching your streets, and hit up our take-action page if you want to push back before your town's next wrongful accusation becomes a headline.