Flock Intelligence is building OS Investigate, an AI-powered platform that combines license plate recognition, case files, and other data sources. Code from Flock's login pages reveals the system is already in use by some police departments.
The new system, discovered through reconstructed code, represents an expansion of Flock's surveillance capabilities beyond its existing ALPR (Automatic License Plate Reader) cameras. OS Investigate integrates multiple data streams to assist law enforcement investigations.
Flock's surveillance infrastructure has previously drawn criticism from privacy advocates and civil rights organizations. The addition of an AI system that consolidates disparate data sources raises fresh concerns about data aggregation and algorithmic decision-making in policing.
The platform's full scope and which agencies currently use it remain unclear. Flock has not publicly announced OS Investigate's rollout or specifications. The discovery underscores how police technology companies continue expanding their offerings—often with limited public disclosure or regulatory oversight.
Flock's hardware and software already operate in hundreds of U.S. jurisdictions, giving the company significant influence over law enforcement data collection practices.
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