
Executive AI Adoption Framework
The AI Adoption Audit You Need to Capture EBITDA
Most AI deployments scale invisibly, and faster than the workflows they sit on. This executive playbook reveals a practical seven-step AI adoption audit, workforce signals that predict ROI, and 90-day roadmap C-suite leaders use to turn AI spend into board-defensible ROI.

The AI Audit That Holds Up to Board Scrutiny
This executive playbook breaks down how to audit AI adoption across the workforce, and what the organizations getting AI right are doing differently:
- Why 88% of organizations use AI yet only 6% capture measurable EBIT impact.
- Where surveys, vendor dashboards, and training records mislead your AI audit: and what precise AI audit software surfaces instead.
- What real AI absorption looks like, from actionable workflow signals to power-user behavior
- The 90-day roadmap from AI audit to board-defensible ROI