Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL72. Agent sandboxes run 50% faster on NVIDIA Vera than traditional CPUs — while enterprise data queries are up to 3x faster with the Vera CPU. And 5,000 enterprises like Lilly, Samsung and Honeywell are running AI workloads on Dell AI Factories with NVIDIA, turning ambition into production at scale.

That’s the picture Michael Dell painted Monday morning at Dell Technologies World. Dell sized the stakes: Worldwide AI infrastructure spending could reach $3-4 trillion by 2030, with token consumption projected to grow 3,400% in the same window.

“There is a massive AI investment boom thats already underway, and a productivity boom is beginning, and in some companies, including ours,” Dell said. “The rate of change has gone parabolic, and it’s not slowing down.”

Then, the Dell chairman and CEO welcomed NVIDIA founder and CEO Jensen Huang to the keynote stage — with a look at the NVIDIA portfolio behind him, from a deskside Dell Pro Max with GB10 workstation to a Dell PowerRack with NVIDIA Vera Rubin NVL72.

“We’ve now arrived at the era of useful AI, which is the reason why demand is going parabolic, utterly parabolic,” Huang said. “What took months now takes weeks. What took weeks now takes days. And what takes days now takes hours. It’s a big deal in productivity, but a gigantic leap in computation requirements.”

The message: Enterprise AI has moved past pilots into agentic AI and inference deployments at scale. The platform for what’s next is the Dell AI Factory with NVIDIA — running frontier models and autonomous agents securely behind the enterprise perimeter.