What People Analytics Looks Like in a Fire Department

Traditional people analytics tools weren't built for shift-based fire departments. Here's what actually works — and how fire chiefs are using data to catch burnout, retention risk, and morale issues before they become crises.

Female firefighter in full gear preparing equipment during a shift, highlighting frontline dedication in a shift-based workforce.