A method includes acquiring delivery data for contents for transport by a vehicle, the delivery data regarding at least one of a delivery location, a delivery time, or a delivery route; acquiring an initial property of the contents; predicting a delivery property for the contents based on the delivery data and the initial property; acquiring en route data including at least one of (i) content data regarding a current property of the contents, (ii) environment data regarding an environmental characteristic external to the vehicle, or (iii) GPS data regarding at least one of a travel distance, a travel time, traffic information, or a road parameter between a current location of the vehicle and the delivery location for the contents; and updating the prediction for the delivery property for the contents based on the en route data.