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DATA-QUALITY-MANAGEMENT5 MIN READ

Say a Dataset Is Not Fit Yet

Explain a data-quality limitation to a stakeholder using dimension, scope, impact, and next action.

Dana D Finance Director Dimension S Scope A Action The moment 20 sec The ask Dana wants the new revenue dataset in the CFO packet today. You found product_family missing on 8 percent of enterprise invoices. The wrong wording either blocks too much or hides a real margin-risk. 8% enterprise invoices missing product_family Today CFO packet deadline The formula

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