E4 · Enterprise
Coming soon4–6 hours6 lessons
AI ROI & Department-Scale Operations
In development. Capstone: Department investment memo, sensitivity model, pilot scorecard and scale/stop decision.
Coming soon. The plan is below. This course is not for sale yet.
What you get
- 6 short lessons, in order
- Capstone
- A quiz and project brief when the course is finished
Who it is for
relevant organizational role; E1 first for E2–E4
Tools
No paid tool is planned. A manual alternative will be included when the course is written.
Modules and outcomes
Build a credible business case
- 1. Time, quality and cost baselines — Select a measurable use case.
- 2. Full-cost benefits model — Calculate transparent value.
Run a measured pilot
- 3. Comparisons and quality measures — Separate correlation from causation.
- 4. Dashboard and evidence log — Communicate limitations.
Scale what works
- 5. Go/no-go and ownership — Prioritize rollout.
- 6. Capacity and continuous evaluation — Create a 90-day operating model.
Project
Department investment memo, sensitivity model, pilot scorecard and scale/stop decision.
Completion
10 questions, target 8/10, plus formula/model audit. Savings assumptions, attribution limits and risk controls must be visible.