Enterprise AI is failing to scale not because of weak models, but because fragmented workflows, siloed data, disconnected systems and poor governance hold it back.
Laurent Gil of Cast AI explains how AI workloads, GPU waste and token economics are reshaping cloud costs, making automated optimisation essential for enterprises.
AI adoption succeeds when organisations crawl, walk and run, building governance, focused use cases and operational maturity before scaling automation across the business.
