Module 01
Strategic Decision-Making
The three diagnostic questions every leader should ask before approving an AI initiative. Prediction, optimization, or pattern recognition — and how to tell.
Coming soon
Module 02
Understanding Data
Why 87% of AI initiatives fail at the data layer. Structured, semi-structured, and unstructured data — and how it actually moves through your organization.
Coming soon
Module 03
Algorithms as Intuition
The 25 foundational algorithms — mapped to everyday life, job functions, and enterprise AI. Algorithms are formalized human intuition, not alien technology.
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Module 04
AI in Enterprise Decisions
The With/Without framework, and three modes of human-AI partnership: Automation, Augmentation, Delegation. Choose the wrong mode and the deployment fails.
Coming soon
Module 05
Recognizing AI in Existing Tools
Your organization is already an AI user — Outlook, Salesforce, Workday, ServiceNow, LinkedIn. The governance question changed when AI started acting, not just recommending.
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Module 06
Building the Business Case
How to frame an AI initiative for the CFO. NPV, IRR, payback — and the with/without delta that turns "we should do AI" into a fundable proposal.
Coming soon
Module 07
The Psychology of Metrics
Why the metrics most organizations track for AI are the wrong ones. Accuracy is not adoption. Adoption is not impact. What to measure when AI is in the loop.
Coming soon
Module 08
Governance & Accountability
The Super Child principle and the Human-AI RACI. Who is accountable when the machine recommends and the human approves — and how to make that a contract, not a regret.
Coming soon
Module 09
Roles, Drift, and the Long Game
Roles in an AI-shaped organization. Why models drift. How to build the discipline that keeps a one-time win from quietly becoming next year's failure.
Coming soon
Want to apply this in your organization?
The decks are the foundation. The application layer — scenario quizzes, downloadable templates (DCF, RACI, Business Case), and the capstone with peer evaluation — is where the framework moves from comprehension to a fundable proposal in your next leadership meeting.
Learn more about the full program →