Improve a business record only when each detail is relevant
Data · Example outcome
The handoff
A review-ready brief about proposed professional details and source notes for existing business records, with source checks, uncertainty, and approval status.
Keep in mind
Enrichment can attach inaccurate or overly personal details, and public availability does not remove privacy obligations. Document the purpose, use permitted sources, avoid sensitive inferences, minimize retention, and require an owner to approve each field and any later contact.
