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ADAPTIVE-LEADERSHIP5 MIN READ

After-Action Review for Adaptive Learning

Run an after-action review that distinguishes intent, reality, cause, and next practice.

The hospital pilot missed two milestones because the team assumed the clinical sponsor could approve data language. The client stayed, but the pattern could repeat with the next regulated account. After-action review: expected, actual, cause, next practice The common trap is to write a lesson like 'align stakeholders earlier.' That sounds mature, but it is too vague to change behavior. Another trap is to hunt for who failed instead of what the system misread. Expected Write the plan as the team understood it: clinical sponsor approves data language by week three. This anchors the review in the team's actual intent,…

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