AI Management Maturity Model™
Executive Assessment

The AI Management Maturity Model™ helps leadership teams understand how effectively AI is being managed as a core business capability.

This assessment deliberately moves beyond software tools, pilots, and experimentation. It evaluates whether AI is being treated as an operational capability or workforce—with clear executive direction, disciplined management oversight, reliable foundations, integrated workflows, and measurable outcomes.

This benchmark addresses the critical success factors beyond technical sophistication. The goal is to assess adoption and scaling maturity: whether an organization is well positioned to safely, consistently, and repeatably use AI to improve business performance.

• A clear view of your organization’s current AI management maturity
• Identification of the biggest risks and gaps limiting ROI and adoption
• A practical, prioritized set of actions for the next 90 days

Most organizations can move at least one maturity dimension within a single quarter when focus is applied correctly.

• 50 diagnostic questions across four dimensions of AI management maturity
• Each question scored on a 1–5 scale
• Scores averaged by dimension and mapped to the AI Management Maturity Grid™
• Estimated completion time: 12–15 minutes

How to Answer

Respond based on current operating reality, not future plans.

Use observable evidence from the last 90 days when selecting a score.