Our Mission
A national platform for learning from every fire
When one department learns something the hard way, the whole fire service should benefit. LFEF turns real incidents into shared, anonymized lessons.
Why this exists
Fires, close calls, line-of-duty deaths, and critical fireground events carry hard-won lessons. Too often those lessons stay inside one department. Learn From Every Fire exists to change that — to give the fire service a trusted, national place to learn from one another without fear of blame or exposure.
We are a public-benefit learning platform. Our only goal is to help firefighters go home safer by making lessons widely available.
How a submission becomes a lesson
You submit what happened — CAD data, dispatch and fireground audio, and narratives from those who were there. The platform analyzes the information, transcribes audio, builds a timeline, and determines the incident category. From that, it produces anonymized lessons and contributes to national and regional trends. You never have to classify the incident yourself.
How It Works
From one incident to a lesson the whole fire service can use
You submit what happened. The system does the heavy lifting. The fire service gets the lesson.
You submit an incident
Upload CAD data, dispatch and fireground audio, and narratives from those who were there. No login required, and no personally identifying information needed.
The system analyzes it
Behind the scenes, the platform reviews the data, transcribes audio, builds a timeline, and identifies the category and the lessons — you never have to classify the incident yourself.
Anonymized lessons are shared
The public dashboard publishes only aggregated, anonymized lessons and trends. Your department, your people, and your addresses stay private.
The core principle
Departments remain private. Lessons become public.
Every submission is handled in two distinct ways:
What stays private
Raw CAD data, audio, narratives, and any identifying details are kept protected and are never published. They are used only to produce the lesson.
What becomes public
Only anonymized, aggregated lessons, timeline metrics, tactical observations, and contributing factors — with no way to trace them back to a department or person.
Help the fire service learn from this fire.
Every submission becomes an anonymized lesson others can use. No login. No names. No blame.