Design a KPI Dashboard Layout for Business Performance Tracking

Act as a business intelligence consultant and data visualization expert. Help me design a comprehensive KPI dashboard for my [BUSINESS_TYPE] business. Business Context: - Company Stage: [COMPANY_STAGE] (e.g., early-stage startup, growth-stage, enterprise) - Industry: [INDUSTRY] - Primary Revenue Model: [REVENUE_MODEL] (e.g., subscription, transactional, advertising) - Key Departments to Track: [DEPARTMENTS] (e.g., Sales, Marketing, Product, Customer Success) - Dashboard Audience: [AUDIENCE] (e.g., C-suite, department heads, board of directors) - Reporting Cadence: [CADENCE] (e.g., real-time, daily, weekly, monthly) - Preferred BI Tool: [BI_TOOL] (e.g., Tableau, Looker, Power BI, Google Sheets) Please deliver the following: **Section 1 — KPI Selection** For each department in [DEPARTMENTS], recommend 4-6 KPIs that align with [REVENUE_MODEL]. For each KPI, specify: the metric name, formula/calculation method, data source, benchmark range for [INDUSTRY], and why it matters at the [COMPANY_STAGE] stage. **Section 2 — Dashboard Layout** Design a dashboard wireframe description with: - Executive summary row (3-4 headline metrics with trend indicators) - Department-specific sections with chart type recommendations (line, bar, funnel, gauge, etc.) - A cohort or trend analysis panel for tracking month-over-month changes - An alert/anomaly section highlighting metrics outside benchmark thresholds **Section 3 — Data Hygiene Checklist** Provide a 10-point checklist for ensuring data accuracy, consistency, and freshness before the dashboard goes live. **Section 4 — Stakeholder Adoption** Suggest a rollout plan including a weekly review ritual format, three questions the [AUDIENCE] should ask when reviewing the dashboard, and common pitfalls that cause dashboard abandonment.