Contract Redlining Fundamentals for Legal Teams
Aug 14, 2026

Summary
This post details enhancements to the review algorithm, specifically focusing on improving its ability to detect subtle but critical errors in contract redlines. It introduces mechanisms to compare returned drafts against sent versions to surface untracked edits, definition drift, broken cross-references, and deletions that might be misinterpreted as agreement. This is achieved by leveraging AI agents to perform detailed document comparisons, ensuring that the system can reliably identify changes that tracked changes might miss.