A unified framework for confidential data science collaboration

The first open-source privacy toolkit for data exploration, AI training, and deployment that effortlessly fits in your workflow

Open access to your data while staying in control

BastionLab helps data owners expose access to their data while minimizing data exposure by filtering data scientist queries.

Selective dataset sharing
No need to open access to your whole database anymore.
Approved data queries
All results shown to data scientists are sanitized.
Your favorite frameworks
Leverage your usual data science tools.
Flexibility
Change the privacy policies while collaborating and approve individual requests.

Allow AI models to access confidential data

BastionLab allows data scientists to train AI models on confidential data without exposing them to leakage risks.

End-to-end encryption
Data is never accessed in clear thanks to Confidential Computing technologies.
Multi-party learning
Train AI models securely on multiple datasets.
Compatible with the latest models
From ResNet to GPT models.
High performance
Fill privacy gaps without slowing your performance.

Run AI Models on Private Data

With BlindAI, AI models can be used on confidential data, without ever exposing the data in clear.

End-to-end encryption
Third-parties cannot access data in clear thanks to Confidential Computing.
Simple deployment
Deploy models with privacy in a few lines of code.
High performance
Provide privacy with minimal slowdown.
Compatible with the latest models
ONNX compatibility to support latest models like Whisper, GPT, BERT.

They trust us

Use cases

Discover how our solution can help you solve most AI privacy concerns

Diagnostic
Assistant
diagnostic assistant
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Private Speech
Transcription
private speech transcription
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Confidential
Document Analysis
confidential document analysis
Public Space Monitoring
public space monitoring
Facial
Recognition
facial recognition
Zero-Trust
Search
zero-trust search

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community

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GitHub

Contribute to our project, and mention open issues and PRs.

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Discord

Join the community, share your ideas and talk with Mithril’s team.

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Roadmap

Follow and contribute to our upcoming projects.

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