VAST DataEnclave Runs AI Models on Regulated Data Inside NVIDIA Confidential Computing, Ships Q1 2027

VAST Data has previewed VAST DataEnclave, a confidential AI capability of the VAST DataEngine built on NVIDIA Confidential Computing, which lets proprietary and open AI models run against enterprise data inside customer-controlled environments: on-premises data centers, sovereign clouds, and fully air-gapped sites. The runtime pairs hardware-isolated execution with cryptographic attestation so model weights and regulated datasets are processed while each party’s keys stay inside its own trust domain, and infrastructure operators and administrators can access neither.

Cryptographic Attestation and In-Memory Protection VAST DataEnclave integrates with third-generation NVIDIA Confidential Computing across Hopper, Blackwell, and Rubin architectures. The system establishes hardware-isolated environments across confidential virtual machines and containers, encrypting guest system memory, GPU memory, and inter-GPU NVLink traffic.

First reported by Storagereview.com.