What it does
It keeps the judging model running at the edge or on a local graphics card, caps how many judgements are spent each day, falls back to keyword scoring when the model is unavailable, and checks answer quality against a fixed set of reference questions.
For the owner of a public agent.
Roles it serves
The Publisher of RecordFor a researcher or consultant with work to put on the record.The Assistant-Ready WebsiteFor a business whose visitors arrive with an AI assistant of their own.
Works alongside
The specialists it shares the most crews with.