Abstract: Systems and methods for using machine learning to dynamically assess the likelihood that a shipping agreement will be successfully fulfilled. According to certain aspects, an electronic device may receive order data associated with the shipping agreement, wherein the electronic device may input the order data into a machine learning model which outputs a likelihood that the shipping agreement will be successfully fulfilled. The electronic device may enable a customer computing device to access this information and facilitate communications or corrective actions.