Favor Delivery is a new on-demand delivery service that has launched in select cities. The company aims to be more affordable and efficient than competitors by optimizing delivery routes using machine learning algorithms. Customers can order from local restaurants and stores for delivery within one hour using the Favor Delivery mobile app or website.