AI Opportunity Framework
Assess the whole business, not just the technology.
Eight layers show where AI can create value, and what it takes to get there.
Select a layer to see its question, evidence and decision.
Interactive diagnostic
One opportunity. Eight essential perspectives.
Layer 01 · Outcomes
Commercial outcomes
Question
What performance change matters?
Evidence
Strategic priorities and measures
Decision
A clear value hypothesis
Illustrative challenge
A service team wants faster response times. The framework tests whether the constraint is information access, workflow design, capacity, decision rights, or a genuine AI opportunity.
Recommended next step
Test a real business opportunity across all eight layers.
Bring one priority, workflow or persistent constraint to a focused strategy session.