Large loss wildfires are a growing concern in much of the central and western US, where wildfires originating or moving into the wildland-urban interface continue to impact high value residential and commercial infrastructure. As such, fire managers continue to face challenges in terms of reining in suppression costs and allocation of resources on large urban-interface fires, as well as mitigating millions of acres of hazardous fuels at a meaningful pace and scale.