PHI

Redaction tool (healthcare case studies)

Pre-publication PHI-redaction reviewer-aid for Rakenne-generated healthcare artifacts (letters of medical necessity, appeal letters, peer-to-peer briefs, case.json, packet-index, cover-sheet) being prepared as anonymized case studies for external sharing. Surfaces the 18 HIPAA identifiers where heuristics are reliable, lets the LLM triage candidate names, applies reviewed redactions with relative DAY+n date anchoring, and blocks export when any reliably-detectable identifier remains. Not a HIPAA Safe Harbor or Expert Determination de-identification certification — compliance review is still required before publication.