in house counsel spent hours parsing long agreements. the flow is ingest, audit, remediate: clause extraction from pdf and word, llm checks against playbook language, color coded risk scoring, a fallback clause library and semantic search with citations tied to the exact spot in the doc.
ai contract review workspace that flags high risk clauses, checks agreements against legal playbooks and lets teams ask questions across past contracts. i built the analysis pipeline, version compare and the assistant.