Flock License Plate Camera Alerts Trigger False Stop and Renew Privacy Concerns

Flock Safety’s network of roughly 90,000 vehicle-surveillance cameras is facing renewed scrutiny after a false alert tied to partial license plate matching reportedly led Minnesota police to stop and arrest a driver in a Jaguar Land Rover media fleet vehicle. According to the account, a stolen New Jersey manufacturer plate was entered into Flock’s system as 34 DTM, omitting smaller middle digits and causing the platform to match a broader 34 ## DTM pattern. Flock said the system operated as configured and that law enforcement wanted partial-plate matching so officers could receive alerts even when plate data is incomplete.

The incident has intensified criticism of Flock’s broader surveillance model, which uses Falcon automatic license plate reader cameras and Condor pan-tilt-zoom cameras to capture vehicle images and metadata, transmit them over cellular networks, and store searchable records in Flock’s cloud platform on Amazon Web Services. Privacy advocates and former law enforcement officials warn that shared cross-agency access, AI-assisted searches, insider misuse, and person-tracking capabilities can reconstruct individuals’ movements and turn bad data into dangerous police encounters. Public opposition has also grown in some communities, including Saranac Lake, where residents pushed officials to cancel a Flock contract and remove cameras.