All work

Legal · 2025

Case Intelligence Platform

Legal Software

PythonClaude APIGCPPostgreSQLStreamlit

AI-powered document intelligence for litigation teams — ingests case files in any format, extracts structured data, surfaces evidentiary gaps, and generates demand letters and case summaries.

The challenge

Attorneys were spending hours manually reviewing PDFs, medical records, and case documents before drafting could begin. Review quality varied by associate. On high-volume dockets, consistent prep was nearly impossible.

What we built

Built a document intelligence platform using the Claude API — ingests case files, extracts structured medical and legal data, identifies missing evidence, and generates draft demand letters and case summaries. A clean dashboard gives attorneys a full case picture at a glance. Deployed on GCP Cloud Run with PostgreSQL for structured case storage.

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