Adding Reversible Tokenization to a Presidio Pipeline with Protegrity AI Developer Edition
How a straightforward PII redaction workflow evolved into a need for reversible, format-preserving protection so AI systems could still route, correlate, and analyze support tickets without exposing the original data.
The migrated processor collapsed detection and protection into a single pass.
Protected values still carry structure, consistency, and role-gated recovery.
The swap stayed inside the processor layer because the abstraction was already clean.