PrivateGPT
Overview
PrivateGPT by Private AI is a commercial privacy layer that removes sensitive entities before prompts reach an external model and restores them in responses.
Best For Professions:
PrivateGPT by Private AI is a commercial privacy layer that removes sensitive entities before prompts reach an external model and restores them in responses.
The documented chatbot and API workflow reduces exposure of identified personal data. It is distinct from similarly named open-source document-chat projects and does not itself guarantee error-free or legally compliant answers.
The vendor now operates as Limina. Confirm current PrivateGPT deployment and support with the vendor; its current main documentation emphasizes the broader de-identification engine.
Commercial access and deployment terms need a quote. Historical demo availability does not establish an unlimited free production service.
The historical product connects a redaction layer to model APIs and can be embedded in an application. Confirm current supported providers and interfaces rather than importing unrelated private-chat integrations.
Evaluate this PrivateGPT for a controlled privacy layer around model requests, after confirming present product support and configuration.
Product overview
Capabilities, pricing and fit
PrivateGPT by Private AI is a commercial privacy layer that removes sensitive entities before prompts reach an external model and restores them in responses.
Information as of July 30, 2026
What it can do
- Workflow
The documented chatbot and API workflow reduces exposure of identified personal data. It is distinct from similarly named open-source document-chat projects and does not itself guarantee error-free or legally compliant answers.[1], [2], [3]
- Human role
Private AI’s PrivateGPT detects and removes identifying information before forwarding a prompt and restores it in the response. People configure the service, supply prompts and verify privacy handling and answers. This rating covers that bounded processing workflow; it is not a score for the unrelated self-hosted PrivateGPT framework.[1], [2], [3]
Where it fits best
Pricing and availability
Commercial access and deployment terms need a quote. Historical demo availability does not establish an unlimited free production service.[1], [2], [3]
Platforms: Product-specific access[1], [2], [3]
Access: The vendor now operates as Limina. Confirm current PrivateGPT deployment and support with the vendor; its current main documentation emphasizes the broader de-identification engine.[1], [2], [3]
Sources (3)
- Product scope and accessOfficial site · checked 2026-11-02
- Product scope and accessOfficial site · checked 2026-11-02
- Product scope and accessOfficial site · checked 2026-11-02
Autonomy level
40/100
Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.
Comparisons
Custom Comparisons
Some of the use cases of PrivateGPT:
- Evaluate this PrivateGPT for a controlled privacy layer around model requests, after confirming present product support and configuration.
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Popularity level: 82%
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AI Agent Store · Specialist AI agentsFor privacy operations consultancies
Keep privacy requests and operational evidence connected.
Providing privacy operations for clients? Your specialist can reconcile records, coordinate contributor follow-ups and maintain case reporting alongside the privacy tools you use.
- ✓ Processing-record and policy reconciliation
- ✓ Request deadlines and contributor coordination
- ✓ Case evidence and operational reporting
Tailored starting setup. Chat on our site. See the workflow and monthly plan.