ContractLens - AI Contract Review Engine
ContractLens is an AI-powered contract review system designed for SMEs and in-house teams that need fast, consistent first-pass legal analysis. The platform lets users upload PDF or DOCX agreements and runs a containerised FastAPI backend on Google Cloud Run. Gemini Flash extracts key commercial and legal terms into strict pydantic-validated JSON, while Qdrant acts as a vector database to retrieve similar precedent clauses for comparison. A rule-augmented reasoning pipeline then scores risks across liability, termination and governing law, generating a clear deal summary, a key-terms table and clause-level red-flag commentary with suggested safer alternative wording. ContractLens brings reliable, scalable contract review to teams without dedicated legal resources.
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