data quality

Explicit ratings are rare, biased and vague. The strongest feedback signals are things users already do. The interviewer wants a design that captures them and turns a few explicit reports into labelled examples.

A vendor has more rows, while an internal pilot has higher accepted yield. Compare usable evidence, uncertainty and the work hidden in the quote.

Every PM has trusted a number they shouldn't have. Panels want to hear a real mistake, how it was caught, what it cost, and the habit that changed.