Certified metrics are products, not one-off SQL
Describe the operating habits that make a metric reusable and trustworthy across dashboards.
A certified metric is a maintained product, not a clever query. Definition alone is not enough Many teams document a formula and assume the metric is governed. That is only part of the job. A reliable metric also needs an owner who can approve changes, a lineage path back to the semantic model, and a clear statement of what is intentionally excluded. Why certification matters in self-serve BI Self-serve dashboards multiply the reach of a metric. That means any ambiguity in the metric layer becomes visible everywhere at once. Certification is how you slow definition churn before it spreads to…
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