Back to radar
Production AI Radar
Microsoft Presidio
Open-source PII detection and anonymization for text pipelines.
AdoptGovernanceNew
- Why this ring
- Mature OSS for DE/EU entities; customize recognizers for domain-specific fields.
- Production risk if ignored
- False negatives on domain-specific PII (IBAN, patient IDs) if recognizers not tuned.
- EU AI Act relevance
- Data minimization and governance support.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- Pre-LLM scrubbing
- Log sanitization
- GDPR compliance
Adoption steps
- Configure entity types
- Deploy as sidecar
- Tune for domain PII
- Automate red-team tests
Related tools
In your assessment
Redaction accuracy test results