COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks

Customer support is a central objective at Uber as it helps to ensure an oustanding experience and safety for both riders and drivers. We describe COTA, a system for improving the speed and reliability of customer support ticket resolution at Uber, combining information retrieval and deep learning to suggest ticket contact types and reply templates to customer support agents.