> ## Documentation Index
> Fetch the complete documentation index at: https://docs.priorlabs.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Security

> How Prior Labs protects your data — encryption, isolation, and access controls.

Your data security and privacy are our highest priority. Prior Labs is built with enterprise-grade encryption, isolation, and security controls to ensure your data remains protected at every stage — from upload through inference.

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## Data protection

All data processed by the TabPFN API — including uploads via the `/tabpfn/*` endpoints and predictions — is handled using secure, compliant infrastructure.

**Encryption**

* All communication is encrypted in transit using **TLS 1.2+**.
* Data stored on our servers is fully encrypted at rest.
* Encryption keys are securely managed and rotated in line with industry best practices.

**Access controls**

* Services run on hardened cloud infrastructure with strict access control, audit logging, and network segmentation.
* Authentication is enforced via **Bearer tokens** on every request. All internal systems follow the principle of least privilege.
* Continuous monitoring ensures compliance with modern enterprise security standards.

**Data isolation**

* No data is shared between customers. Each uploaded dataset, fitted model, and prediction request is scoped to your account and processed in isolated environments.
* Data from one user or organization is never accessible to another.

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## Model privacy

TabPFN foundation models are **never trained or fine-tuned on customer data**. All training is performed exclusively on synthetic data under controlled conditions — guaranteeing complete separation between customer data and model weights.

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## Data retention

* Uploaded data may be stored temporarily for reproducibility and caching.
* You can opt out of storage or request data deletion at any time by [contacting us](mailto:hello@priorlabs.ai).
* We retain only minimal metadata necessary for authentication, billing, and audit purposes.

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## Enterprise deployments

TabPFN is available through enterprise deployments including on-prem and VPC deployment on **AWS SageMaker** and **Azure AI Foundry**, giving you full control over where your data is processed.

<CardGroup cols={2}>
  <Card title="Azure AI Foundry" icon="microsoft" href="/integrations/foundry">
    Deploy TabPFN in your Azure environment.
  </Card>

  <Card title="AWS SageMaker" icon="aws" href="/integrations/sagemaker">
    Deploy TabPFN in your AWS environment.
  </Card>
</CardGroup>

***

## Contact

For questions about data handling, security compliance, or enterprise policies, reach out to:
[**hello@priorlabs.ai**](mailto:hello@priorlabs.ai)
