Legal Contract Review Copilot
An LLM copilot that reviews contracts against firm playbooks, flags risky clauses, and drafts redlines with cited precedent.
LangChainOpenAI APIFastAPIPinecone

Highlights
- Clause segmentation and typed extraction for indemnity, liability, IP, and termination.
- Playbook-scoped retrieval with per-clause risk scoring and reviewer rationale.
- One-click redline drafting with tracked-changes export back to Word.
Outcomes
- Cut first-pass contract review time by 55% across pilot legal teams.
- Surfaced 3x more high-risk clauses than manual baseline reviews.
Stack
- LangChain
- OpenAI API
- FastAPI
- Pinecone
- PostgreSQL