ByteBrief
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Across 107 enterprises, AI infrastructure spending outpaces cost visibility. Most run AI on hyperscalers and model-provider APIs, but plan to switch or add providers within the year. GPU utilization sits at half. Buying decisions hinge on integration and total cost of ownership, not token price.
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