SuccessCOACHING · Emma Enablement · MLP™

Tool 3: Disconfirmation Scenario Generator

Metacognitive Learning Protocol · Step 3 — Disconfirmation
MLP™ v1.0
Tool 3 of 7  ·  Step 3 — Disconfirmation
Purpose: One narrative scenario per high-risk assumption. Specific enough that a program sponsor reading it would say 'that would be a serious problem' — not 'I suppose that's possible.' Vague scenarios are not disconfirmation scenarios.
Disconfirmation scenarios are narratives, not risk statements. "Managers do not complete the observation protocol" is a risk statement. A disconfirmation scenario shows: who found out, when, what data made it undeniable, and what became impossible as a result. The specificity activates a different cognitive response — and reveals design changes that forward-looking analysis misses.
Scenario Format Guide
For each scenario, answer these five questions: 1. It is [N] months after launch — what specifically happened?  |  2. Who discovered it, and in what context?  |  3. What data made it undeniable?  |  4. What was the organizational consequence?  |  5. What became impossible without this assumption being true?
Then ask: "If we knew this scenario would happen, what would we design differently?"