Cost Per Token Why AI Infrastructure Is Becoming an Energy Problem

SeenLife is an energy-backed AI inference platform that helps software teams access affordable AI token credits through lower-cost GPU capacity and multi-model API routing.

 

Cost per token is becoming one of the most important metrics in AI infrastructure. As AI usage moves from demos into production token volume can become a recurring infrastructure cost.

 

Every AI token depends on GPUs electricity cooling networking data center operations and model serving software. That means AI infrastructure is also an energy economics problem.

 

SeenLife focuses on lowering sustainable cost per token by connecting lower-cost compute markets GPU capacity and multi-model routing into a simple API layer for teams building AI products.