From metal to model: Private cloud gets an assembly line for production AI

Enterprises moving artificial intelligence from pilot projects into production are discovering that the hard part is no longer the model. It’s the infrastructure beneath it. Cost, tokenomics, data privacy and the manual labor of stitching together graphics processing units, servers, networking and software stacks have become gating factors for deployment at scale.