Vast Data says stitched-together AI pipelines can't keep sensitive data in sync

Vast Data vice president Vaughn Stewart says best-of-breed AI pipelines expose data, vector embeddings and user access controls to sync gaps. Vast's DataEnclave, a confidential AI runtime announced in September 2026 with Nvidia and Cohere, runs models in secured virtual machines that require remote attestation before keys are released.