The Limits of Qualitative Risk Assessment
Most supply chain risk programs produce qualitative outputs: heat maps, risk registers with high/medium/low ratings, and narrative descriptions of potential disruptions. These tools create awareness but cannot answer the critical business question: "How much should we invest in resilience?"
When a VP of Supply Chain asks for $5M to dual-source a critical component, the CFO asks: "What's the ROI?" A heat map cannot answer that question. Quantitative risk modeling can.
Building Quantitative Risk Models with AI
AI enables practical quantitative risk assessment by:
Unlock this lesson
Upgrade to Pro to access the full content
What you'll learn:
- Move beyond qualitative risk heat maps to quantitative risk modeling
- Use AI to simulate disruption scenarios and cascade effects
- Calculate the cost of resilience investments versus expected disruption losses