PrivateGPT
Overview
Private AI's privacy layer for ChatGPT: redacts PII from prompts before sending to OpenAI and re-identifies it in responses.
Best For Professions:
PrivateGPT by Private AI is a commercial privacy layer for ChatGPT and other LLMs. It detects and redacts 50+ types of personally identifiable information from user prompts before they are sent to third-party models, then re-identifies the data in responses for a seamless experience. Available as a chatbot interface or headless API for developers. Note: this is distinct from the open-source "PrivateGPT" project at github.com/zylon-ai/private-gpt.
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What the evidence says about PrivateGPT
The current link resolves to Limina, a privacy and de-identification product for PII, PHI, and PCI. This source does not verify the older standalone PrivateGPT chatbot positioning.
Last reviewed July 30, 2026
Verified capabilities
- Workflow infrastructure
The former PrivateGPT URL now resolves to Limina, which identifies, redacts, and replaces sensitive data across text workflows.[1]
Where it fits best
- De-identifying sensitive information before data enters downstream AI or analytics workflows.[1]
Important considerations
- The linked identity and product scope have changed; historical PrivateGPT chatbot claims require a separate source.[1]
Sources and research method (1)
We record only claims tied to public sources checked by our team or listing workflow. Counts above are derived directly from this profile, not a subjective rating.
- Limina | Identify, Redact & Replace PIIOfficial site · checked 2026-07-30
Autonomy level
89%
Comparisons
Custom Comparisons
Some of the use cases of PrivateGPT:
- Using ChatGPT-style assistants without exposing PII to third-party models.
- Redacting sensitive data in prompts via API or chatbot interface.
- Adding a privacy layer to LLM workflows in regulated industries.
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Pricing model:
Code access:
Popularity level: 82%
PrivateGPT Video:
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