Why this workflow matters
Keep the useful context. Remove the unnecessary identity.
A contract can contain party names and roles, addresses and registration numbers, signatures, exhibits and matter references. Keep compliance-relevant facts while removing identifiers that are not needed for the review. The useful context stays readable while unnecessary identity-bearing details are reviewed before export.
The goal is a working copy that still makes sense to an AI tool: relationships stay consistent, while accepted names, contacts, addresses and document-specific identifiers become controlled replacements.

