Risk Matrices: The Foundation of Enterprise Risk Management

A risk matrix maps risks along two dimensions — probability of occurrence and severity of impact — creating a visual prioritization framework. Despite their simplicity, most risk matrices suffer from the same problem: they are incomplete. Teams identify obvious risks but miss second-order effects, emerging threats, and cross-functional dependencies.

AI changes this by bringing pattern recognition from thousands of risk assessments across industries.

Step 1 — Generate a Comprehensive Risk Inventory