Key Points

• Start with decision intent: explain current performance or forecast future outcomes
• Use descriptive workflows when data quality or historical depth is limited
• Choose predictive workflows where forward-looking risk or allocation decisions are required
• Assess implementation readiness, not only model feasibility
• Document uncertainty boundaries and fallback descriptive options

Implementation Note

You can embed a simple decision matrix image here to show your own model-selection rule.