Scenario
Reporting teams need consistent metrics across several source systems.
Approach
Choose one report, agree on its metric definitions, and validate the new pipeline against the existing report. Document access roles and data quality checks before switching users over.
What to measure
Compare report accuracy, refresh times, and the time required to diagnose a failed data load.