The gap between an impressive demo and a dependable feature is measurement. Before anything reaches users we build an evaluation set — real questions, graded answers — and score against it.
If the achievable quality is not good enough, we say so in week two rather than after launch. Human review stays on the costly decisions, and a dashboard tracks cost and latency in production.
