Flock’s OS Investigate Expands Police Surveillance
Flock Safety’s AI investigative system, formerly called Nightshift, can analyze vehicle movements, identify associates, search by physical descriptions, and connect camera data with police and commercial records. WIRED reconstructed the tool from exposed code while Flock tests it with a small group of law-enforcement partners.
OS Investigate turns a vehicle-monitoring network into a behavior-search engine, making the gap between “tracking cars” and tracking people largely semantic.
- –Uses 69 prewritten prompts and 45 tools to query plate scans, case files, dispatch logs, arrest records, ballistics data, and identity databases
- –Can surface witnesses, associates, and vehicles based on movement patterns without starting from a known plate or suspect
- –Extends surveillance across Flock’s network of more than 6,000 communities
- –Raises serious due-process and privacy risks because natural-language searches can generate investigative leads from broad or subjective descriptions
- –Flock’s audit logs and access controls may help, but safeguards are difficult to evaluate while the system remains proprietary and in development
DISCOVERED
1d ago
2026-08-20
PUBLISHED
1d ago
2026-08-20
RELEVANCE
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policest8