A foundation you own.
Invest in local inference capacity for your firm. Put it to work across qualified workflows without a per-token API charge; operating and expansion costs remain.
Size the system around the work.
Model requirements
Memory, runtime compatibility and model licensing.
Service expectations
Concurrency, context length and useful response times.
Operating conditions
Power, cooling, networking and support responsibilities.
Configuration begins with these requirements. Component specifications alone do not establish end-to-end application performance.