Data Bottlenecks Stall Enterprise AI Scaling

Enterprise AI projects are failing at scale because data pipelines can't keep pace, leaving GPUs underutilized and real-time inference stalled. During GTC week, NVIDIA, Hammerspace and The Register will host an off-the-record executive roundtable on Monday, March 16, 2026, 6:00pm–8:30pm in San Jose to surface where initiatives break and what effective data platforms look like.