The AI infrastructure market is entering a new phase. Early momentum centered on acquiring compute power—specifically GPU clusters—but enterprises are discovering that ownership alone doesn’t deliver value. The real challenge lies in transforming raw hardware into usable infrastructure that developers can consume without friction.

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