Confidential AI

Confidential is confidential computing software you run on your hardware for private, secure AI. It runs your AI workloads in hardware-encrypted Trusted Execution Environments (TEEs). Your data and code stay private while being processed. Your code can't be tampered with. You can cryptographically verify both claims without trusting us.

Also available as a hosted offering: the Confidential Cloud.

Use Cases

• Private inference. Guarantee data privacy during inference. Customer prompts, responses, and model interactions are never visible to you or your infrastructure.
• Weight protection. Protect proprietary weights from extraction during inference or fine-tuning. Weights never leave hardware-enforced secure enclaves.
• Private training. Train on sensitive data and cryptographically prove exactly what data was used.
• Agent security. Agents run inside TEEs with hardware-enforced credential isolation. Tokens and API keys never exist in plaintext outside a TEE.

Get Started

To add privacy to your existing infra, see components. To run workloads on our infra, see cloud. Or contact us.