PII Redactor detects and masks personal and sensitive data — names, emails, card numbers, API keys — across text and structured payloads, with a reversible token map for audited re-identification. Drop it in front of any model call to keep regulated data contained.

The reliability score is produced by a sealed, third-party WorkForce eval — not self-reported — and shipped with the bank version it ran against. The method is specified in the WorkForce methodology.