Understanding of complex environments like forests involves high-cost and time-consuming logistics. Cities and other sectors including insurance are financially impacted with record losses, because of the negative effects of unsuitable vegetation management. We perform risk assessment with a focus on prevention of wildfires and other vegetation-related issues. We provide real-time reports by combining AI, sensor fusion and robots such as drones.