I need to develop a comprehensive set of metrics and KPIs to measure [BUSINESS_AREA: e.g., marketing performance, product success, operational efficiency, etc.] for a [BUSINESS_TYPE] organization. Metrics context: Business objectives: [OBJECTIVES] Current measurements: [CURRENT_METRICS if any] Available data sources: [DATA_SOURCES] Key stakeholders: [STAKEHOLDERS] Decision support needs: [DECISIONS] Reporting frequency: [FREQUENCY] Please create a complete business metric framework including: Strategic KPI hierarchy: North star metric identification Leading and lagging indicator balance Strategic KPI selection and justification Operational metric cascade Metric interrelationship mapping Alignment with business objectives Impact vs. effort prioritization Metric definition and methodology: Precise definition for each recommended metric Calculation formula and methodology Data source and collection approach Frequency and timeframe specifications Segmentation and filtering options Benchmark and target setting approach Metric ownership and accountability Implementation and data management: Data collection process recommendations System integration considerations Data quality assurance methodology Historical data management Automation opportunities Updating and maintenance protocols Technical requirements overview Analysis and interpretation framework: Analysis methodology by metric type Contextual comparison approaches Variance and anomaly interpretation Correlation and causation guidance Composite metric development Predictive indicator potential Decision trigger establishment Reporting and visualization: Dashboard design recommendations Visualization type by metric Alert and threshold configuration Reporting frequency and distribution Audience-specific view customization Action-oriented presentation Mobile vs. desktop optimization Evolution and refinement approach: Metric evaluation methodology Refinement and adjustment criteria A/B testing for metric effectiveness Expansion and contraction framework Long-term metric evolution path Industry benchmark integration Advanced analytics pathway Please provide this as a comprehensive metric framework I can implement immediately to measure and improve business performance.