Case Study / 01 · AI / Law Enforcement2024
CS.01

Police Reports AI

A patent-pending workflow that turns a 20-minute voice memo into a complete, regulator-compliant field report. Deployed across multiple US law enforcement agencies — with audit trails, chain-of-custody, and zero training overhead for the officer.

Problem

Officers were spending up to three hours per shift writing reports by hand. Existing dictation tools captured words but not structure, and nothing was compliant with chain-of-custody requirements.

Approach

Two-week discovery with a former officer on the call every day. We built a domain-specific LLM pipeline, a review UI with diffs, and a hosted infrastructure certified for CJIS. First agency onboarded inside eight weeks.

Outcome

Officers reclaim ~2.5 hours per shift. Rolled out to departments across six states. Report quality up, rework down, and the product is still our engineering responsibility.

Stack
LaravelReactPythonLLM pipelinePostgreSQLAWSCJIS-hosted
Our role

Product, design, engineering, on-call

Status

Shipped · scaling

Visit project ↗
More projects