Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Limina AI is a data de-identification platform that uses context-aware AI to detect and redact PII, PHI, and PCI across 50+ entity types and 52 languages. It runs in the customer's own infrastructure, ensuring data never leaves their control while maintaining high accuracy and data usability.
How AI talks about Private AI
Nearly every recommendation names Private AI as the pick.
Sources
parse.gl shapes more of what AI says about Private AI than any other source, at 19% of its citations.
private-ai.com · datastreamer.io · marketplace.microsoft.com · medium.com
The market map
LLM Security and Governance Platforms →Where AI ranks Private AI
Excerpts where Private AI appeared in the AI's answer

Private AI offers an easy-to-integrate containerized API that detects, redacts, or anonymizes PII in unstructured text and un-structured data before it hits third-party models.
Excerpts where Private AI appeared in the AI's answer

Private AI / Protecto AI : Commercial de-identification platforms available via APIs or deployable containers

Private AI : A commercial de-identification engine available via API or container.
Excerpts where Private AI appeared in the AI's answer

Private AI: A specialized enterprise API/container solution focusing on high-accuracy de-identification.

Private AI: Offers an enterprise API supporting over 50+ languages and 50+ entity types