Why this workflow matters
Keep the useful context. Remove the unnecessary identity.
A shareholder agreement can contain shareholder and director names, company registration and share references, notice addresses, cap tables and signatures. Let AI review operational or contractual risks after a deliberate local privacy pass. 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.

