low TCO AI systems 4

https://bluecircuitry.com/s/RdIr10Cl_8R968xVR0FGK

We're seeing more businesses opt for low TCO AI systems, which balance upfront costs with ongoing expenses like energy, maintenance, and staffing. The real trick is picking models that run efficiently on existing hardware, avoiding vendor lock-in with open-source tools, and training them only as needed. It's less about cutting corners and more about sustainable, long-term value.