Secure and Private AI with Tinfoil
Private Cloud Infrastructure
Tinfoil runs your AI workloads in secure enclaves, ensuring your data never leaves the secure environment. Say goodbye to managing on-prem deployments; use cloud-native tools to deploy and scale your AI workloads without compromising on privacy and security.
Enterprise Data Security
Safeguard against data leaks by ensuring proprietary information and sensitive data stays encrypted in transit and in use. Defend against hackers and other malicious actors targeting your organization's intellectual property.
Simple Integration
Tinfoil is a drop-in replacement using OpenAI's API standard, so you can integrate private AI into your workflows and applications with minimal changes to your codebase.
Secure & Private AI Infrastructure
Tinfoil uses enclaves and NVIDIA GPUs with confidential computing technology to deliver end-to-end privacy for AI. We support state-of-the-art AI inference and custom workloads with the strongest privacy and security guarantees available today.
Our platform is open-source and uses a combination of confidential computing primitives built by NVIDIA, AMD, and Intel. Everything is auditable and verifiable, providing zero-trust security guarantees.
Traditional AI vs. Tinfoil's Approach
Traditional AI Inference
Pinky-Promise Security
With traditional AI providers:
- Your data is only encrypted in transit but not in use
- Providers decrypt your data before processing it with AI models
- Providers can access, analyze, and potentially train on your data
- Your only protection is legal agreements (DPAs)
- This creates what we call "pinky-promise security"
Tinfoil AI Inference
Zero-Trust Security
With Tinfoil's secure approach:
- Your data is encrypted directly to the GPU running the AI model
- Models run inside secure enclave environments
- Each model runs in a dedicated confidential computing GPU
- Your data cannot be accessed or shared with third parties
- These security guarantees are cryptographically verifiable
End-to-End Data Protection with Secure Enclaves
This full data flow diagram illustrates how Tinfoil's secure infrastructure protects your data at every step of the AI inference process. From encrypted transmission to secure processing inside hardware-protected enclaves, your sensitive information remains private and inaccessible, even to Tinfoil and cloud providers.
Secure Hardware Powering Tinfoil
NVIDIA Confidential Computing
Until recently, secure enclaves (like those on your phone to protect your biometrics) were restricted to CPU-only workloads and not powerful enough to run full-scale AI models.
With NVIDIA's recent release of confidential computing mode on their Blackwell and Hopper GPUs, it is now possible to couple secure enclaves with powerful GPUs to run full-scale AI models with the guarantees of traditional secure enclaves. Tinfoil makes this easy and secure.
Learn about GPU confidential computing
Supported AI Models
Getting Started with Tinfoil
Read our blog posts
Introduction to Tinfoil
Discover how Tinfoil enables private AI deployment using secure hardware enclaves, extending local security boundaries to the cloud.
Technical Overview
Learn how Tinfoil uses secure enclaves to provide confidential computing with hardware-level isolation, integrity verification, and code transparency.
Platform Comparison
See how Tinfoil compares to other confidential computing platforms in terms of security and usability.
