Classify common BI requests into the metric layer, semantic model, or dashboard layer.
Place each request in the layer where the primary solution belongs. Metric layer Semantic model Dashboard layer Define gross margin so Finance and Sales use the same numerator and denominator Expose account owner as a governed field that multiple dashboards can group by Add a default current-quarter filter to the exec overview page Model a safe join between orders and customer segment history Create a certified trial-to-paid conversion KPI Move one diagnostic chart off the overview page and into a drill tab
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