KPI Dashboard Design: The Art of Actionable Metrics

Core Concepts

1. KPI Framework

Effective dashboards answer specific business questions. Avoid "vanity metrics" (numbers that look good but don't drive action).

• •Input Metrics: Actions you can control (e.g., "Number of receipts scanned").
• •Output Metrics: Results of those actions (e.g., "Total spending tracked").
• •Lagging Indicators: Report past performance (e.g., "Last month's budget").
• •Leading Indicators: Predict future performance (e.g., "Spending pace this week").

2. SMART KPIs

• •Specific
• •Measurable
• •Aachievable
• •Relevant
• •Time-bound

3. Dashboard Hierarchy

1. •Level 1: Operational (Real-time). For monitoring active processes. (e.g., "Receipt processing status").
2. •Level 2: Analytical (Trends). For understanding "why" things happen. (e.g., "Spending by category over 6 months").
3. •Level 3: Strategic (Executive). For high-level health checks. (e.g., "Monthly burn rate vs Budget").

Visualization Rules (The "Daticket" Standard)

1. •Comparisons are Key: A number without context is meaningless. Always show:
   • •vs. Last Period (MoM, YoY)
   • •vs. Target/Budget
   • •vs. Average
2. •Chart Selection:
   • •Trend: Line Area chart.
   • •Comparison: Bar chart.
   • •Composition: Stacked Bar (Avoid Pie charts if > 3 categories).
   • •Distribution: Histogram.
3. •Color Usage:
   • •Use color only to highlight (e.g., Red for over-budget, Green for savings).
   • •Use neutral greys for context data.

Implementation Checklist

• • Define the primary audience (User vs Admin).
• • Select 3-5 "North Star" metrics.
• • Establish comparison baselines (Last month vs Current month).
• • Design the layout: Critical numbers top-left, trends in the middle, details at the bottom.
• • Add "Action" buttons (e.g., "Adjust Budget" next to an over-budget alert).