Practical frameworks, HITL simulations, and 23 facilitation tools for every role on your Senior Leadership Team — built on the principles of agentic AI governance for IB international schools.
Every IB international school operates at the intersection of extraordinary complexity — accreditation cycles, posting-cycle enrollment volatility, multi-currency exposure, host-country compliance, and families who expect world-class delivery on a tight budget.
The Practitioner Workbook is Volume 3 of a three-volume series. It is designed so every department can open to their section and begin immediately — no prior reading required.
"Every exercise ends at a HITL gate. The agent surfaces the information. You decide what to do with it. That is the design. That is the point."
— Dr. John Aden, PhD · PrefaceEach chapter opens with a narrative scenario drawn from real school leadership challenges — a 3 AM pipe sensor alert, an anchor family reconsidering their posting, a board that needs enrollment intelligence six weeks earlier than they're getting it. Then the exercises begin — specific to your role, your numbers, your school.
Find your color strip. Work your pages. The exercises apply to your specific building, your specific numbers, your specific school.
Every tool is a self-contained HTML file — no login, no subscription, no internet required. Run in any browser. Use in PD sessions, board retreats, or solo at your desk.
"The workbook tools are the data seeding layer — every facilitation session populates your school's institutional memory."
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ARISA
Agentic Research & Intelligence Assistant