AI has changed data architecture, but storage hasn't caught up

Your GPU dashboard says 70% utilization. In practice, a large chunk of that time is spent with your $40,000 accelerators sitting idle, waiting on a file that lives three network hops away on a NAS box. The compute queue is empty, and the pipeline is fine.