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BUSINESS-INTELLIGENCE5 MIN READ

Revenue drop: new metric or broken grain?

Diagnose whether a dashboard surprise requires a new metric, a grain fix, or a temporary visual explanation.

The pressure here is real: executives want a stable story fast. But BI trust is damaged most when teams answer pressure with ad hoc KPI invention instead of checking whether the underlying entity and grain still support the metric.

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