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Provides comprehensive guidance and implementation patterns for creating effective business intelligence dashboards. The skill covers the entire design lifecycle, from defining SMART metrics and strategic frameworks to selecting department-specific KPIs and designing intuitive visual layouts. It includes technical resources like SQL snippets for cohort analysis and MRR tracking, along with production-ready Python code for interactive dashboards, helping teams build monitoring systems that drive actionable business decisions.