Coordinated fleets of aerial drones and ruggedized ground firefighting robots monitoring fire propagation and deploying suppressant.
High-altitude thermal surveillance drones track the active flame front and spotting embers. Algorithms compute rate-of-spread vectors incorporating terrain slope, fuel moisture, and real-time wind anemometer data.
Heavy ground robots equipped with high-pressure water cannons (up to 4,000 L/min) advance into structure fire flashover zones, cooling hazardous chemical tanks without endangering human firefighters.