Heat is what costs you throughput.

A GPU cluster only earns while it stays inside its thermal window. Percene sits between the CDU and the GPU layer, reading live thermal telemetry and modelling the full distribution of what the system does next. We forecast thermal outcomes over long horizons, surface hotspots before they throttle, and route work away from them. The result is more usable throughput from the fleet you already own.

• See hotspots six hours out We identify thermal hotspots six hours in advance, while there’s still time to act. Conventional monitoring alarms once the threshold is already crossed.
• Long-horizon statistical fidelity Validated to 200 hours on open M100 supercomputer telemetry. We model the distribution and the extremes, not just the mean.
• Workload placement Redistribute jobs away from thermally stressed GPUs before derating costs you performance.
• Coolant control Roadmap Closing the loop with the CDU to adjust flow rate against predicted hotspots.