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Legal Contract Review Copilot

An LLM copilot that reviews contracts against firm playbooks, flags risky clauses, and drafts redlines with cited precedent.

LangChainOpenAI APIFastAPIPinecone
Abstract indigo and amber cover illustration for the Legal Contract Review Copilot project, showing stacked clause shards highlighted by amber redline arcs.

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