Turn an Ambiguous KPI Request into a Defined Metric
Convert an ambiguous metric request into a governed dbt definition.
The situation The business wants an answer fast, but the faster failure mode is silently choosing a definition on your own and publishing it as if it were shared truth. Ambiguous KPIs become durable only when the assumptions are named before the SQL is written. Use the framework, not the reflex Define before you compute A reusable metric starts with entity, event, time grain, and exclusions. Once those are explicit, dbt can publish a definition others can inherit. Common shortcut Fast locally, expensive downstream. You trade a little short-term effort for less hidden rework. The right path slows down just…
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