Technology is changing the fire service.We'll help you understand what matters.

Why it matters

The near-term opportunity is not an autonomous incident commander. It is a second set of eyes that may help a human recognize something important under high cognitive workload. The risk is false confidence, missed events, unnecessary alerts, and automation bias. Ask what exact decision the system is supporting, what information it monitors, how often it is wrong, and what its false positives and false negatives look like. Ask whether the IC can understand why an alert occurred, what happens when the data is incomplete, and who remains responsible for the decision.

Why it matters

Greater autonomy could reduce operator workload and allow robots to work in environments that are difficult to navigate manually. Emergency scenes are also unpredictable, communications are unreliable and errors can have serious consequences. The useful questions are what the machine does when it loses its link, how it behaves when its map no longer matches the building, and who is accountable for what it does next.

Why it matters

Reliable indoor positioning could fundamentally change accountability, Mayday response and firefighter rescue. But this is also an area where departments need to look carefully at vendor claims. Ask how the system performs in actual buildings, across multiple floors, after crews have been operating for twenty or thirty minutes, and when network connectivity becomes unreliable. Do not evaluate indoor positioning based only on the best accuracy number in a sales presentation.