AI Infrastructure Gap Costs Enterprises More Than GPUs

GPUs are no longer scarce, but data infrastructure is. Over half of enterprise practitioners cite storage and networking bottlenecks as their top AI constraint. Nearly two-thirds of organizations have not scaled AI across the enterprise despite significant investment, because legacy file systems cannot support AI's constant data movement and real-time feedback loops.