Why this workflow matters
Keep the useful context. Remove the unnecessary identity.
A settlement agreement can contain party names and counsel details, matter numbers and payment references, release language, signatures and attachments. Build a separate, verified copy that contains only the context needed for an AI task. 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.

