What Problem Does This Solve?
Transmitting user PII (names, SSNs, credit cards, emails, medical IDs) to third-party foundation models creates severe GDPR, HIPAA, and CCPA compliance violations.
Technical Methodology & How It Works
Identifies sensitive entity types using client-side regex and heuristic NER, replacing them with reversible cryptographic tokens before model ingestion.
Primary Production Use Cases
- Remove PII from customer support prompts before sending to OpenAI
- HIPAA-compliant AI deployment
Engineering Limitations & Scope
Designed for structured and semi-structured PII entities; highly ambiguous context-dependent entities should be verified with secondary checks.
Data Privacy & Cryptographic Isolation
100% client-side redaction. Sensitive text never leaves the developer's device unmasked.
Frequently Asked Questions
Yes, the tool generates a reversible mapping dictionary kept exclusively in local memory.
Yes, you can define custom regex rules for proprietary internal ID formats.