In an after-action review, which outcome most directly informs future training and procedures?

• A. Engagement logs
• B. Recommended improvements
• C. ROE compliance checks
• D. Track data quality reports

Answer: (B)

The key idea in an after-action review is turning what happened into concrete actions that improve future performance. The outcome that most directly informs future training and procedures is the set of recommended improvements. These are the specific, actionable changes identified from lessons learned—updating training materials, adjusting drills, refining procedures or SOPs, and assigning owners and timelines for implementation. They’re designed to close gaps revealed during the activity.

Other data, like engagement logs, ROE compliance checks, or data quality reports, provide useful context: who participated, whether rules were followed, and how accurate the data was. But they don’t inherently translate into the precise next steps for training or procedure changes the way recommended improvements do.