VAST Data wants to help enterprises bridge the gap from AI pilots to AI production

VAST Data says enterprise AI is still early because most infrastructure was built for model training, not production deployment.

The company says the big shift is from training to inference, with enterprises needing simpler access to data and less infrastructure complexity.

VAST is promoting hybrid setups that connect on-premises systems, public clouds, and neoclouds for AI production.

Its platform is framed as an “AI Operating System” meant to help enterprises run AI without needing deep infrastructure expertise.