DATA QUALITY · Workflow idea

Make key measures easier to see without exposing private rows or implying a metric tells the whole story.

For authorized work involving approved aggregate metrics, reporting definitions, and a proposed dashboard audience, prepare a static dashboard draft from approved, aggregated business measures for its owner to inspect. A dashboard can reveal confidential performance or re-identify small groups, while formulas may omit important context. Verify source permissions, definitions, time zones, and calculations, remove personal fields and secrets, test access and refresh behavior, and require an owner to approve publication and each audience. Explain information use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under human approval.