DataThon provides many value propositions including reduce burning areas, save and optimize resources, monitoring tool, risk management tool, scalable and adaptive algorithm and finally using advanced technologies to make real-time decision. DataThon’s model has two main components: • Data Collection and Behavior Detection Algorithm. • Data Collection is the process of gathering data from the environment; constant variables like type of trees and dynamic variables like wind direction. • Behavior Detection Algorithm is based on well-trained machine learning model which takes as an input the data and provides as an output the direction and intensity of wildfire spread.