Why this workflow matters
Keep the useful context. Remove the unnecessary identity.
A consulting agreement can contain client and consultant names, project locations and contact details, rates, milestones and intellectual-property references. Compare wording and changes without sending the original identifying details to an AI tool. 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.

