NVIDIA and Dell Unveil Next-Gen AI Infrastructure: Demand Surges 'Parabolically'
At Dell Technologies World, NVIDIA CEO Jensen Huang joined Dell CEO Michael Dell to unveil a new era of enterprise AI infrastructure, marked by explosive demand and groundbreaking hardware. Huang declared, "We've now arrived at the era of useful AI, which is the reason why demand is going parabolic, utterly parabolic." The event showcased the Dell AI Factory with NVIDIA, a platform designed to move AI from pilots to production-scale agentic inference.
The Era of Useful AI: From Pilots to Production
Michael Dell set the stage by highlighting the massive investment wave underway. Worldwide AI infrastructure spending could reach $3–4 trillion by 2030, while token consumption is projected to grow 3,400% in the same period. "The rate of change has gone parabolic, and it's not slowing down," Dell said. The message was clear: enterprise AI has shifted from experimentation to real-world deployment.
Huang emphasized the productivity gains: "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." This acceleration is driving the need for next-generation infrastructure that can handle agentic AI and inference at scale, securely behind the enterprise perimeter.
Dell AI Factory: Scaling AI with NVIDIA
More than 5,000 enterprises—including pharmaceutical leader Lilly, tech giant Samsung, and industrial conglomerate Honeywell—are already running AI workloads on Dell AI Factories with NVIDIA. These factories combine accelerated computing, networking, and storage into a unified platform, turning ambition into production at scale. The platform is designed for the agentic AI era, where autonomous agents and frontier models operate reliably and efficiently.
New Hardware Blitz: Vera Rubin and Beyond
The anchor of the new infrastructure is the Dell PowerEdge XE9812, built on the NVIDIA Vera Rubin NVL72. It delivers up to 10x lower cost-per-token than the previous Blackwell architecture for massive-scale agentic AI inferencing. This dramatic cost reduction is critical as token consumption skyrockets.
Complementing the XE9812 are the PowerEdge XE9880L, XE9885L, and XE9882L servers—the first Dell systems powered by NVIDIA HGX Rubin NVL8. These support up to 144 GPUs per rack with 100% direct liquid cooling and achieve up to 10x the performance of the HGX B200 generation. On the networking side, the new Dell PowerSwitch portfolio integrates NVIDIA Quantum-X800 InfiniBand with liquid-cooled, co-packaged optics and NVIDIA Spectrum-6 Ethernet.
Dell PowerRack: An Integrated System
Dell also introduced the Dell PowerRack, a fully integrated system where compute, networking, and storage are engineered as one. With thermal design, power management, and software optimization built from the ground up, it eliminates the integration overhead of component assembly. The result is accelerated AI and high-performance computing workloads at enterprise scale.
NVIDIA Vera CPUs: Redefining Agentic AI Performance
For CPU-intensive tasks, Dell launched the PowerEdge M9822 and R9822 servers featuring NVIDIA Vera CPUs. These processors are purpose-built for agentic AI, handling data pipelines, analytics, sandboxed tools, and code workloads where each step depends on the previous one. Compared to traditional CPUs, agent sandboxes run 50% faster on Vera, and enterprise data queries are up to 3x faster. This performance boost is essential for the iterative, sequential nature of autonomous agents.
Cost Efficiency: One-Tenth the Cost per Token
A standout metric from the event: agentic AI inference at one-tenth the cost per token with the NVIDIA Vera Rubin NVL72. This cost reduction, combined with performance gains, makes large-scale deployment economically viable. As Dell noted, the investment boom is already underway, and the productivity boom is just beginning.
The Road Ahead: Parabolic Demand and Enterprise Transformation
The partnership between Dell and NVIDIA is setting the stage for a new wave of enterprise AI. With flexible, powerful hardware and integrated software, the Dell AI Factory offers a path from proof-of-concept to production. As Jensen Huang put it, demand is not just growing—it's going parabolic. Companies that invest now in advanced AI infrastructure will be positioned to lead in an era where speed, efficiency, and scale are the new competitive advantages.
For organizations looking to harness useful AI, the message from Dell Technologies World is unequivocal: the platform is ready, the performance is unprecedented, and the time to act is now.