What This Article Covers The problem every AI cloud operator eventually hits The infrastructure gap every AI cloud operator eventually faces isn’t about the GPUs themselves. It’s about everything that has to happen between racking the hardware and actually delivering AI services to customers. Picture a cloud provider that just won a significant deal.