A VentureBeat Pulse Research survey of 107 enterprises found that AI infrastructure spending is accelerating faster than organizations can measure costs and returns, with 83% operating at less than 50% GPU utilization and 64% planning to switch providers within 12 months.

Updated: 7/16/2026 1 min read

The AI Compute Gap: Enterprises Are Buying Infrastructure Faster Than They Can Measure Costs

Study Summary

FAQ

What is the AI compute gap?

It is the gap between enterprise investment in AI infrastructure and their ability to measure costs and returns, with organizations buying compute resources faster than they can manage them.

Why are enterprises planning to switch providers?

Because 64% plan to change within a year, focusing on integration with existing stacks and total cost of ownership rather than token price.

Should MENA teams adopt these findings?

Yes, as organizations in the region face similar challenges in optimizing resource use and reducing costs, making these results a strategic guide.

Source: VentureBeat AI

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