Taeon Technologies Information

TAEON is the efficiency control plane for LLM inference. AI has become power-bound. Datacenters can't secure enough megawatts, GPUs are scarce, and roughly a third of every GPU-watt spent on inference is wasted — burned at clock and power settings that add nothing to throughput. The industry counts tokens per second. The number that actually decides your margins and your power bill is tokens per joule. TAEON maximizes it. Our governor runs alongside your existing serving stack (vLLM and others) and continuously steers each GPU to its efficiency "knee" — the operating point that delivers the same work for far less energy. It's phase-aware (it tells compute-bound prefill from memory-bound decode), it drives power and clock levers that static limits can't reach, and every decision is bounded by a latency SLA you set.