AI camera alert helps Douglas County crews contain mountain wildfire

A 911 call and an AI camera alert reached Douglas County dispatchers at nearly the same moment Saturday, helping crews keep a lightning-sparked wildfire west of Castle Rock to about an acre. The fire started around 3:45 p.m. on June 21 in steep, remote terrain where water was scarce and road access was slow, forcing helicopters to do most of the early work.

The Douglas County Sheriff’s Office said the matched alerts let dispatchers narrow the location quickly instead of spending precious minutes searching for the smoke. Because there were no nearby ponds, rivers or other water sources for ground crews, a helicopter was over the scene and dropping water within about 25 minutes. Crews on foot then hiked for roughly an hour to reach the fire, while evacuation warnings were issued within a three-mile radius as responders tried to keep the blaze from spreading.

Officials later said the helicopter made 32 drops, each carrying 300 gallons of water. The quick attack mattered because the fire was burning in rugged mountain country where a small start can turn into a larger evacuation event if crews lose time at the front end. By the end of the response, the blaze had been held to roughly an acre.

Douglas County says the alert system depends on utility-owned Pano AI cameras placed on cell towers and other high vantage points, scanning difficult terrain with 360-degree views and sending alerts for human review before any dispatch decision is made. County officials said there are 12 such cameras covering most of Douglas County, funded through partnerships with Xcel Energy and CORE Electric Cooperative. The setup has become part of a broader wildfire strategy that also includes the Type 2 helicopter Douglas County commissioners approved with a $1.5 million investment in January 2025.

That broader approach is already being measured against earlier fires. County officials and utility partners have said the same AI network helped detect the Bear Creek Fire in July 2024 and aided responses near Castle Pines and Turtle Mountain. In the Bear Creek incident, Xcel said the helicopter was overhead in about 30 minutes, water was being applied within about 45 minutes and the fire was contained within four hours.

For Douglas County, the important question is now as practical as the response itself: whether the cameras, helicopter and brush-truck capability can keep shaving off the first critical minutes and show measurable prevention value for residents living along the county’s steep, wooded edge.