Define the KPI hierarchy
Separate executive metrics from operational drilldowns so the dashboard can serve leaders and teams without becoming cluttered.
Document measure definitions
Every priority metric needs a clear definition, source, refresh pattern, inclusion logic, and owner.
Prototype before production
A prototype helps stakeholders align on layout, signal logic, and workflow before production data and build time are committed.