(Quality & acceptance) Evaluation: How do we make it “acceptance-ready” instead of just “usable”?

Define a high-frequency question set and observable outputs (including citations, format, traceability), then validate via regression tests so quality becomes measurable acceptance criteria (agreement/version govern).