Hammerhead AI is turning today’s power‑limited AI factories into high‑throughput token engines by using reinforcement learning agents to orchestrate compute, cooling, and power. Operators can generate up to 30% more AI tokens within their existing power limits, without waiting years for new interconnects or power plants.