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VAST Data launched DataEnclave, a confidential computing platform for running AI models on sensitive customer data while keeping data, model weights, and infrastructure protected

Deployment Provisional 78% confidence first seen

VAST Data introduced DataEnclave (Enclave) to let enterprises run AI models within confidential computing environments so sensitive data can be used without exposing model, data, or underlying infrastructure to operators. The platform uses hardware-isolated execution with cryptographic attestation and separate key control, aiming to shift enterprise AI deployments toward customer-controlled, protected infrastructure.

Alon Horev DataEnclave Enclave Vast Data AI operating system The New Stack confidential computing

Source coverage

What if companies could finally use their most valuable data? Sifted independent How confidential AI splits control between data and model owners — and opens new opportunities for both The New Stack

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