Beyond Redaction: A Purpose‑Based Architecture for Privacy‑Safe Data
Privacy engineering must govern data in use, matching controls to each purpose rather than just redacting fields. The article outlines a reference architecture that combines deterministic tokenization, aggregation, clean‑room access, and auditable policy trails to keep data useful while staying compliant. It shows how to join internal tables, serve partners, and prove compliance with minimal exposure.