aiinferences.com
The vendor-neutral form matters. This name covers every model family rather than tying a brand to one provider’s naming, which makes it more durable as the market shifts between providers.
Inference is the operational half of machine learning and the half costing money every day. Training is a capital expense; inference is the running cost, and optimising it absorbs a great deal of current engineering effort.
The name suits an inference service, an optimisation product, a hardware company, a benchmarking resource, or a cost management tool. Inference-specific silicon deserves separate mention as a serious, well-funded category with several credible entrants.
Twelve characters, two components, no hyphen, .com. The double i reads cleanly enough in lowercase to cause no real difficulty.
Enquiries welcome.