The Review Cadence

A contract review process is only as good as the cadence that sustains it. The individual skills — AI-assisted analysis, clause identification, risk scoring, redlining — are tools. The cadence is what turns them into a practice. Without cadence, reviews are inconsistent. Some contracts get the full treatment. Others get a quick skim because the deadline was tight. And the one that got the quick skim is the one that bites.

1. Per-Contract: The Full Review Cycle Every contract gets the same process: AI ingestion, clause classification, risk scoring, human annotation, heat map, redline drafting. No exceptions for "standard" agreements. No shortcuts for repeat clients. The provision that was acceptable in the last contract may have changed in this one. Every document is a new review.
2. Monthly: Clause Library Updates Review the month's negotiation outcomes. Which redlines were accepted? Which were rejected? What new provision patterns emerged? Update the clause library with fresh language and fresh outcomes. The library that is not maintained is a library that gradually becomes obsolete.
3. Quarterly: Risk Scoring Calibration Recalibrate your risk scoring methodology against the current regulatory environment and recent case outcomes. Has a new regulation changed the severity score for data retention provisions? Has a court decision changed the probability score for AI liability claims? The methodology must evolve with the landscape.