Contract Review (First Pass)

What this capability handles

How it works in detail.

Contract Review First Pass solves the queue problem: inbound contracts pile up waiting for someone to read every clause, compare it to the playbook, and mark up the risky parts before counsel even looks. For a legal team at a 200 to 2000 person company, that backlog slows the business and buries counsel in line-by-line first reads. This capability compresses the first pass and makes risk visible up front, so counsel reviews a prepared package instead of a raw document. It is built for teams reviewing a steady flow of inbound contracts who want speed without losing risk transparency. Operationally, it follows five stages in order. It intakes the inbound contract. It detects clauses against the library. It flags material-risk items and deviations from the playbook. It drafts suggested redlines. Then it packages the contract for counsel review. It runs inside your CLM or document repository, your e-signature tool, and your messaging system, and it draws on your clause library, redline playbook, prior contracts, and risk taxonomy. Per contract, it produces a marked-up document with detected clauses, flagged risks, and suggested redlines, assembled into a review-ready package. The decision logic is clause-detection rules plus playbook-deviation logic: it drafts redlines and flags material-risk items rather than approving anything on its own. Exception handling escalates the cases that need a lawyer. Material-risk items, novel clauses, or executive-facing contracts route to counsel for direct review. Those are the human-handoff conditions precisely: material risk, a novel clause, or an executive-facing contract goes to counsel. Every action is logged and reviewable, so counsel can trace which clauses were detected, why an item was flagged, and what each suggested redline changes before accepting it. Typical fit requires the clause library loaded, the redline playbook approved, and the risk taxonomy agreed. With that in place, the capability carries 20-30% of role volume, and 25-35% of role impact comes from contract first-pass compression with risk transparency. The primary measure is the contract first-pass cycle, which runs 60-80% faster. For the operator, the result is a shorter contract queue, risk surfaced early instead of late, and counsel spending review time on judgment calls rather than first reads.