AI projects don’t fail because models don’t work or GPUs lack performance. They fail because data can’t keep pace.
Enterprise teams have foundation models working. They have GPU capacity. But when they try to scale AI across hybrid and multi-cloud environments, data becomes the bottleneck. Distributed data stays fragmented. Real-time inference stalls waiting for pipelines to deliver. GPUs sit underutilized.
This is the problem keeping infrastructure leaders awake at night.
Off The Record, No Filter
During GTC week, The Next Platform, The Register, Hammerspace, and NVIDIA are hosting an off-the-record executive roundtable with infrastructure leaders actually operating AI at scale. It will be a candid conversation about what’s breaking and how to fix it and it’s hosted by our very own Tim Prickett Morgan.
Monday, March 16, 2026 | 6:00 pm – 8:30 pm | San Jose
The roundtable will explore where AI initiatives actually break down, how enterprises are enabling real-time inference across hybrid environments, and what effective AI data platforms look like in practice. Conducted under Chatham House Rules to ensure participants can speak freely.
Places are limited. If you’re leading infrastructure, data, or AI initiatives, register your interest here and we’ll confirm your place.
