
What You Need to Know About Building Data‑Driven After‑Action Reviews
From Fire Engineering Podcast Network by Fire Engineering Podcast
May 27, 2026 · 37 min · Episode 2297
About this episode
Captain Ryan Harris discusses the importance of data-driven after-action reviews in the fire service using Fireground Analytics.
Captain Ryan Harris, a Marine veteran with more than 20 years in the fire service, joins this week's Humpday Hangout to explain Fireground Analytics. He built the cloud-based tool to make fireground events measurable and teachable. Designed to keep departments in control of their data, support national reporting workflows, and drive consistent, objective after‑action reviews, the system targets repeat errors that contribute to civilian and firefighter line‑of‑duty deaths. Harris discusses real-world use cases, integration options, and his plans to publish sample incident reviews.
People in this episode
Guest: Captain Ryan Harris
Topics covered
- after-action reviews
- fireground analytics
- data-driven decision making
- firefighter safety
- incident reviews
Keywords
- after-action review
- fireground analytics
- fire service
- data control
- incident reviews
Mentioned in this episode
Organizations: Fireground Analytics, fire service
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