AI Model Management

AI {un}bounded

Expanding the boundaries of where AI Models can run within the security boundaries enterprises require.

Charts & Crafts × VAST Data

Tech creator, Natalie Fratto, visualizes who VAST Data is and why our AI OS is taking over modern AI infrastructure.

VAST Data image

Resources to keep you moving forward

Blog Post

Introducing VAST DataEnclave: Confidential AI for Sensitive Data and Proprietary Models

Enterprises won’t send data to the model. Model providers won't send weights to the data. VAST DataEnclave closes that gap with hardware verified, cryptographically attested environments.

Analyst Paper

The Best Models Must Come To The Data

See how confidential computing lets regulated industries run frontier AI models securely, without ever exposing sensitive data.

Analyst Paper

Confidential AI: Bringing Frontier Models to Regulated Enterprise Data

HyperFRAME Research analyst brief on VAST Data’s approach to confidential AI. Bringing frontier models to regulated enterprise data without the trust gap.

Analyst Paper

Gartner names confidential computing one of its Top Strategic Technology Trends for 2026

Read more about the top strategic technology trends.

Solution Brief

Bring State-of-the-Art AI to the World’s Most Sensitive Data

VAST DataEnclave combines secure runtime, cryptographic attestation, and customer-controlled keys to create verified, hardware-isolated environments for sensitive AI workloads.

VAST DataEnclave

VAST DataEnclave: Confidential AI for Sensitive Data

Bring advanced AI to sensitive data with confidential execution, cryptographic attestation, and customer-controlled key management from VAST DataEnclave.

Use Case

Confidential AI on VAST

Run proprietary and fine-tuned AI models on regulated and sensitive enterprise data while protecting both data and model IP throughout processing with hardware-isolated confidential execution.

White Paper

VAST DataEnclave Architecture and Trust Model

Evaluate how DataEnclave establishes trust, from a hardware-signed attestation report to the data owner’s policies that govern key release. Covers the full attestation sequence and deployment options.