The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs

Enterprises are rapidly increasing their spending on AI infrastructure, often outpacing their ability to effectively measure and control the associated costs. A significant number of organizations report low GPU utilization and struggle to rigorously track their AI compute expenses, leading to a "compute gap." Despite this, most enterprises plan to switch or add infrastructure providers soon, prioritizing integration and total cost of ownership over headline pricing.