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

AI infrastructure faces a data placement bottleneck, not a capacity shortage. GPUs often sit idle waiting for data across network hops. Hammerspace addresses this by creating a global namespace that lets compute access data where it lives, eliminating the need to move files between silos.