// METHODOLOGY · STAGE IV
After-action review.
The AAR was born in military doctrine and has migrated across healthcare, emergency response, and high-reliability industry. The discipline is consistent. The implementation is uneven.
After-action review — The after-action review (AAR) is the disciplined post-event practice of asking what was supposed to happen, what actually happened, why there was a difference, and what will be done about it. In OCTAAR, the AAR is a structured record — findings inherit from observations, actions inherit from findings, and closure is evidenced inside the system.
// 01 — THE FOUR QUESTIONS
The doctrinal frame.
What was supposed to happen. What actually happened. Why was there a difference. What will we do about it.
Four questions. Decades of doctrine across U.S. Army training centers, clinical residency programs, fire and EMS exercise programs, nuclear-industry incident response. The questions are stable. The discipline is in the answers.
// 02 — THE STRUCTURED RECORD
What an OCTAAR AAR contains.
Observations: linked to rubric version, scoring evaluator, calibration state, MGRS or task-context anchor. The data primitive.
Findings: structured statements that inherit from observations. Each finding cites the observations that support it. Each carries a severity, a domain, and a routing.
Actions: assigned items that inherit from findings. Each carries an owner, a due date, an evidence requirement, and a closure verification step.
Evidence: documents, records, or follow-up observations that satisfy the evidence requirement of an action.
Closure: verification that the action was completed and that the evidence is sufficient. Closure can be reopened — closure is a state, not a finality.
The AAR meeting is the social act. The AAR record is what survives the meeting.
// 03 — WHY FREE-TEXT NOTEBOOKS ARE INSUFFICIENT
Narrative captures voice; structure carries weight.
Free-text AAR notebooks preserve operator voice. They are valuable for that reason and OCTAAR keeps narrative observation alongside the structured record.
What free text does not do, by category, is structure. A free-text finding does not automatically produce an action. An action does not automatically produce a closure record. Cross-cycle comparison across narrative is interpretive, not measured. Personnel rotation strips the implicit context the narrative depended on.
Structure is what makes the AAR durable. Narrative is what makes it human. OCTAAR keeps both.
// 04 — INSIDE THE OCTAAR CYCLE
Where the AAR sits.
Stage IV — Improve. The AAR converts the cycle's observations into the next cycle's improvement plan. It is not the end of the cycle; it is the bridge between the cycle that just ended and the longitudinal record that compounds.
Findings flow into the longitudinal intelligence layer (Stage V — Compound). Drift becomes visible because closed findings can be compared cycle over cycle. The AAR is the moment the cycle becomes institutional memory.
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// Last updated · · OCTAAR Methodology Team
// FAQ
Direct answers.
Does OCTAAR replace the AAR meeting?
Can OCTAAR run an AAR for a small exercise without the full cycle?
How does OCTAAR handle classified or controlled AAR content?
Is there a standard AAR rubric we should adopt?
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