01
Design
Define the learning outcome, decision, role, hidden context and assessment rubric.
EXPERIENTIAL LEARNING ENGINE
Turn knowledge into decisions.
Teachers design realistic practice. AI becomes the CEO, patient, client, policymaker, supplier—or any counterpart students must learn to face.
Live simulation
“You have ten minutes before the board meeting. What do you need to know before you advise me?”
7.8Evidence-based feedback
and a targeted retry plan
and a targeted retry plan
02
Practice
Students earn information through questions and decide under realistic uncertainty.
03
Improve
A separate evaluator diagnoses weaknesses and creates a focused retry challenge.
THE DOJO PRINCIPLE
The framework is the product. AI is the delivery engine.
No Custom GPT sharing is required. Participants use a web link and session code while the teacher’s instructions remain protected on the server.