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Flock built an AI tool that lets police search for people by how they drive

Posted on August 19, 2026August 19, 2026 By Emily Chen No Comments on Flock built an AI tool that lets police search for people by how they drive

Flock’s AI Tool for Police Surveillance

Flock has developed an AI tool, OS Investigate, capable of aiding police in searching for individuals and vehicles by their movement patterns alone, according to a WIRED investigation. This raises concerns among critics who argue it could lead to unwarranted fishing for suspects.

Key Takeaways:

  • No License Plates, Names, or Crimes Required: OS Investigate allows police to search based on movement data without the need for license plates, names, or a specific crime.
  • Behavioral Searches: The tool enables searches initiated by ordinary police work or reverse logic, focusing on patterns like vehicle locations and behaviors.
  • Prompt Customization: With 19 prompts targeting various behaviors, officers can input specific criteria to generate leads, although these outputs require further verification.
  • Privacy Concerns: Experts like Chad Marlow from the American Civil Liberties Union (ACLU) warn that such tools could enable officers to engage in fishing expeditions for crimes, influenced by prompt wording.
  • Flock’s Response: Flock acknowledges the tool is still under development and in testing with a small group of law enforcement partners. They emphasize it is separate from their license plate product and capabilities may change before wider release.

This revelation adds to a pattern of scrutiny surrounding surveillance technology and its potential impact on privacy.

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