Start with the decisions the team expects measurement to inform. A metric is useful when a change in it can lead to a responsible action.
Combine behavioural signals with service quality, accessibility, support feedback, and operational cost where relevant.
Define data ownership, privacy limits, and review cadence. Avoid dashboards that accumulate numbers without explaining product health or user outcomes.
