Why this workflow matters
Keep the useful context. Remove the unnecessary identity.
A partnership agreement can contain partner and company names, registered addresses and ownership references, capital, profit and signature details. 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.

