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The AI Compute Gap: Enterprises Buy Infrastructure Faster Than They Can Measure Its Cost
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The AI Compute Gap: Enterprises Buy Infrastructure Faster Than They Can Measure Its Cost

A VentureBeat survey of 107 enterprises reveals a critical AI compute gap: companies are accelerating AI infrastructure spending faster than they can track or measure its economics. Most rely on hyperscalers and model-provider APIs, but the next dollar is aimed at specialized compute few use today. A majority plan to switch or add providers within the year. Buying decisions hinge on integration and total cost of ownership rather than token price — fortunate, because most can't see their unit economics clearly, with GPUs sitting at half utilization.

via VentureBeat AI#ai#cost#enterprise