Who this is for
Level 4 is for managers, department heads, small business owners, and operations leads who need to make real decisions about AI — where to invest, how to govern it, how to prove value, and how to get their teams to actually use it.
By the end, you'll have a scored use case prioritization list, a data classification and governance framework, a build vs. buy evaluation matrix, a three-year ROI model, and a 90-day adoption rollout plan — all built around your actual organization.
What you'll learn
Finding High-Value Use Cases
Three value drivers, four use case categories, the use case scorecard, and the common traps that lead organizations to invest in the wrong places.
Mapping Business Processes
Current-state mapping, AI opportunity zones, handoff design — understanding exactly where AI helps and where human judgment is essential.
Privacy, Security, and Governance
Data classification, AI permissions matrix, policy frameworks, security considerations, and the oversight mechanisms that make governance real.
Build, Buy, or Blend
The strategic decision framework, vendor evaluation matrix, proof of concept testing, and full lifecycle cost analysis.
Measuring ROI
Hard vs. soft value, the full ROI calculation, sensitivity analysis, measurement plans, and leading vs. lagging indicators.
Adoption and Change Management
The adoption curve, three pillars of adoption, the 90-day window, rollout planning, and what to do when adoption stalls.
What's included
6 written modules
25–35 minutes each. Strategy and frameworks you apply to your actual organization.
Use case scorecard
A ready-to-use scoring template for prioritizing AI opportunities.
Governance framework
Data classification tiers, AI permissions matrix, and policy templates.
ROI model template
A three-year ROI calculation framework with sensitivity analysis.
90-day rollout planner
A structured adoption plan template for your AI deployment.
Lifetime access
One-time purchase. Revisit as your AI strategy evolves.
Pricing
One-time payment. No subscription. Lifetime access to all 6 modules and future updates.
Prerequisites
What comes next
Executive AI Strategy →
Six executive briefs covering AI vocabulary, competitive opportunity, risk and governance, build vs. buy, operating model, and leading organizational change. For VPs, directors, and founders.