Military & Security

This Is Flock’s AI Search Tool for Cops

· September 3, 2026
This Is Flock’s AI Search Tool for Cops

What happened

Flock, a company known for AI surveillance tools, has deployed a new AI-powered search capability directly accessible through a police officer’s web browser. WIRED reverse-engineered the code sent from Flock’s servers to demonstrate how this tool scans multiple camera feeds in real time. It identifies people who match a written description provided by an officer, effectively enabling live tracking based on textual input instead of relying solely on manual monitoring or facial recognition databases.

Why it matters

This tool changes how law enforcement handles surveillance. Instead of scanning video feeds without AI assistance, officers receive near-instant alerts when anyone matching a vague description appears on any connected camera. This lowers the manpower needed to monitor extensive camera networks and speeds up suspect identification. However, it also raises the stakes on surveillance reach and accuracy, potentially expanding police monitoring without clear limits or safeguards. For builders and regulators, it exposes how AI can turn broad text queries into automated surveillance actions, influencing privacy and operational boundaries.

What to watch next

How police departments deploy this AI will reveal its practical impact on patrol and investigation workflows. Watch for operational case studies on accuracy, false positives, and biases caused by description ambiguities. Regulators and privacy advocates will likely push for clearer guidelines around AI-powered live tracking and data retention. Builders should track whether Flock’s approach pushes competitors toward more integrated, AI-driven visual search tools that reduce human monitoring load but increase automated decision layers in public safety.

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