From Megawatts to Tokens: How NVIDIA Maximizes AI Factory Production

Emerald AI's Conductor platform, an NVIDIA partner, successfully deployed across thousands of NVIDIA GPUs to adjust data center power consumption in response to grid demand signals from Silicon Valley Power. The system reduced power from four megawatts to three while maintaining high-priority AI workloads, and has since responded to over 200 demand signals without failure. At the AI Infra Summit, NVIDIA's Ian Buck highlighted AI factory efficiency as a key infrastructure priority.