OFIA · CASE STUDY
Contract Review Agent
Claude-powered agent that reads vendor contracts, cross-references every clause against a Notion playbook, flags risks with severity ratings, and drafts redlines.
The problem
Every vendor contract required a lawyer to read the entire document — often 20–40 pages — compare every clause against the company's standard terms, identify non-standard language, manually write redlines, and draft a risk summary. With 10+ contracts per month, legal was always behind. Non-standard clauses occasionally slipped through. The process consumed 3+ hours of expensive legal time per contract, all of it on repetitive work that could be systematized.
Our approach
A Claude-powered agent connected to the company's contract playbook stored in Notion. It reads incoming contracts, extracts and classifies every material clause, cross-references each against company standards, flags risks with severity ratings, and drafts suggested redlines in the company's preferred language. Legal reviews only the flagged items — not the full document.
How it works
- Ingests contracts via email forwarding or file upload.
- Extracts and classifies clauses by type: liability, indemnification, IP assignment, termination, auto-renewal, payment, data processing, dispute resolution.
- Cross-references each clause against the company's Notion playbook to determine standard / acceptable / hard-limit status.
- Flags non-standard clauses with risk rating (High / Medium / Low), plain-language explanation, and preferred alternative language.
- Delivers a marked-up document and a structured risk summary to legal in Slack.
- Legal reviews only flagged items rather than the entire contract.
What we shipped
- Contract ingestion (email + file upload)
- Clause extractor and classifier
- Notion playbook MCP integration
- Risk-rating engine with redline drafter
- Marked-up document + risk summary Slack delivery
Impact
- Contract review time: 3 hours → 6 minutes of legal review.
- Zero non-standard clauses have slipped through unnoticed since deployment.
- Legal capacity effectively multiplied — same team handles 3× the contract volume.
Frequently asked questions
Can AI review vendor contracts automatically?
Yes — an AI contract review agent can read a full vendor contract, extract every material clause, cross-reference each against your company's standard terms, flag non-standard language with a risk rating, and draft suggested redlines without any human reading the full document first.
How do you automate the contract review process?
Automate contract review by connecting a Claude-powered agent to your contract playbook in Notion — when a contract arrives, the agent extracts clauses, compares them against acceptable standards, flags risks, and delivers a marked-up document with only the exceptions requiring legal review.
What contract clauses should legal teams watch for in vendor agreements?
Legal teams should watch for uncapped liability clauses, broad IP assignment language, auto-renewal terms with short notice periods, one-sided indemnification, and data processing terms that don't align with company security standards — an AI agent can flag all of these automatically.
How much time does AI contract review save?
AI contract review reduces a 3-hour legal review of a 28-page contract to approximately 6 minutes reviewing only the flagged non-standard clauses — a reduction of over 95% of legal time per contract.
How does an AI agent know what terms are acceptable in a contract?
An AI contract review agent learns acceptable terms from your company's contract playbook — a document in Notion or another knowledge base that defines standard language, acceptable ranges, and hard limits for each clause type — and cross-references every incoming contract against it.
WANT THE SAME
Build this for your team in 4 weeks
Ofia is the AI build partner for mid-market knowledge orgs. We map your operating norms, ship the first agent in 2–4 weeks, and hand you the platform that runs them.
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