Competence,
demonstrated.

Agents are becoming the main consumers of models, and agents cannot read marketing. They need models whose competence is demonstrated — evaluated on the work they'll actually be given, with the results recorded somewhere a buyer can check.

Ainfera builds the Neptune model family and the factory that trains it. Every release is gated by evals, every gate decision lands in a signed audit log with an event #, and every model carries its true parameter count in its name. If we can't prove it, we don't ship it.