LUVIRE Guides / Numerology

After-Action Review Example and Learning Record

A useful debrief can preserve disagreement and still produce a next step.
Fictional workshop: planned start 6:30 p.m., observed start 6:38 p.m., eight minutes late. The timestamp does not establish the cause.

An after-action review is a conversation about the gap between an intended event and the event that actually happened. Its useful output is a small learning record: what to keep, what to change, and what remains uncertain. You can use it after a shared project, a presentation or an ordinary activity you organized with someone else.

Wharton's introduction to after-action reviews describes comparing plans, execution, explanations and future adjustments. The example below uses that general approach. Its evidence columns and follow-up record are original; the people and event are fictional.

Fictional event record · neighborhood sketch workshop

Start with the event, before the explanation

The recorded plan

Open the doors at 6:20 p.m. Begin the short welcome at 6:30 p.m., then let participants choose materials from the supply table. Mira owns preparation; Dev welcomes arrivals.

The recorded result

The welcome began at 6:38 p.m., eight minutes after the planned start. Participants were still looking through unlabeled boxes. The session nevertheless reached its planned closing activity.

Evidence available: the invitation, preparation checklist, welcome slide timestamp and the organizers' recollections. The timestamp establishes the start time. It does not explain why the start was late.

Keep observations and explanations in different places

Mira remembers waiting for Dev to finish registration. Dev remembers waiting for Mira to find the drawing paper. An unhelpful report would select the most confident account and call it the cause. A useful record can preserve both accounts without deciding that both are equally well supported.

What the group can and cannot establish
Observation Explanation offered Status
Supply boxes were unlabeled. People needed help choosing materials. Both organizers recall requests for help; no count was recorded.
The welcome started late. Registration delayed the welcome. Disputed: no registration completion time was saved.
The closing activity took place. The shorter introduction protected making time. Plausible, but no comparison event supports that explanation.

The distinction matters because a proposed change can be sensible even when the whole causal story is unresolved. Labeling supplies is directly connected to the observed confusion. Blaming the registration volunteer would require evidence the group does not have.

Four questions to keep the conversation moving

  1. Intention: what result had we agreed to seek?
  2. Observation: what did the available records show?
  3. Explanation: what may account for the difference, and how sure are we?
  4. Next attempt: what should we retain or change, and how will we check it?

The questions organize a conversation. They do not require a single agreed explanation when the evidence cannot support one.

Conduct the review without demanding a verdict

Invite each participant to add an observation before discussing solutions. Ask what record supports it and whether anyone remembers it differently. Write an absent person's perspective as missing, rather than guessing it. Participation in this informal exercise should be voluntary; private comments need not become shared meeting notes.

Review what went as intended too. The closing activity is worth recording because a redesign could accidentally remove it. “Keep the closing activity” is more precise than “the second half was good.” If an explanation is uncertain, ask whether it is worth collecting better information next time. Some gaps can simply remain gaps.

This record does not promise an on-time start. It specifies a change and the observation that will help assess it. The photograph checks preparation; participant questions check a different part of the problem. Neither should be substituted for the other.

An after-action review asks what can be learned after an event. A decision journal preserves what you knew and expected before choosing. Use the earlier record as evidence when available; do not rewrite it to fit the eventual result.

Your blank review record

Event and agreed scope
What single activity are we reviewing?
Intention and its source
What had actually been agreed before it began?
Observed result
What can we establish, and from which records?
Unresolved accounts
Where do memories differ or evidence run out?
Retain / change / owner / check
What will remain, what will change, who agrees to do it, and what will we notice?

Let participants correct the shared record before treating it as agreed. A personal reflection can stay separate from that shared account. For private observations between events, LUVIRE's journal guide offers an optional format; no number calculation is needed for this review.

Find related calculations and reflection exercises in LUVIRE Guides.