Who This Fits
In-house legal teams and firms sitting on thousands of contracts spread across shared drives and document management systems.
The Problem
“Which of our agreements have change-of-control clauses?” is a week of associate time. Renewal dates slip because nobody has a live list. The risk isn’t in the contracts you’re negotiating now. It’s in the ones nobody has opened since they were signed.
What I Build
A contract intelligence system over your whole portfolio. Ask a question across every agreement at once. Pull key terms like renewal dates, indemnities, liability caps, and change-of-control clauses into a live table. Flag contracts that deviate from your standard positions. Every extracted term links to the exact clause, so review starts from the answer instead of from a stack of PDFs.
Under the hood
Azure AI ingestion and retrieval with clause-level citation linking. Structured term extraction into PostgreSQL for the live portfolio table. Runs privately in your own cloud environment. FastAPI services, Docker deployment, audit logging.
What You Can Expect
- Portfolio-wide questions answered in minutes, not associate-weeks
- A live table of key terms and renewal dates across every agreement
- Clause-level citations for every extraction
- Runs privately in your own environment. Privileged material stays yours