The pivot from cost‑control to deployment velocity reshapes cloud provider strategies, compute budgeting and investment cycles, accelerating AI‑driven product innovation across sectors. Companies that commit to multi‑year, capacity‑focused compute infrastructure gain a competitive edge in delivering AI features quickly.
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