PII DETECTION PIPELINE
Input text
"Patient: John Doe"
Profile
hipaa · gdpr
research · minimal
Regex scan
14 categories
+ national IDs
Method
mask / replace
hash / shift_dates
replace
Output
[REDACTED:name]
audit trail: timestamp · categories · method · profile