Hammerhead AI uses reinforcement-learning agents to orchestrate power, cooling, and compute in real time, turning power-limited AI data centers into high-throughput token engines that can deliver up to 30% more AI output within existing power constraints. Built on the team’s experience optimizing over 8 GW of mission-critical infrastructure, Hammerhead’s ORCA platform drives a step-change in AI economics—more tokens per megawatt, lower token costs, and faster AI scaling without waiting on new grid capacity.