GPU utilization held
Make every
watt work.
GridRudder coordinates GPU power with real infrastructure conditions—without sacrificing useful compute.
CONTROL LOOP→GPU FLEET
Measured at the wall.
Not just in a dashboard.
A first bare-metal validation on an NVIDIA RTX 2060 Super. Full workload pressure, a controlled power-limit change, and independent BMC measurement.
GPU draw under load
Independent server draw
Tests passed
● Single-server result. We are expanding validation across GPU generations, server vendors, and multi-GPU systems.
From grid constraint
to safe GPU action.
Observe
Read independent server power, GPU telemetry, workload state, and external power signals.
Decide
Apply explicit policies, guardrails, and workload priorities. Every decision stays explainable.
Act
Adjust GPU power limits and workload placement safely—then verify the physical response.
Prove
Keep an auditable record of requested action, measured outcome, and recovery behavior.
Help shape the control plane
for power-aware AI.
We’re inviting a small group of GPU operators, infrastructure teams, and colocation partners into supervised trials.