Data and machine learning offer ways for businesses to better serve their customers, understanding and anticipating their needs to build more user-centered services, automate customer service, and support sustainable human-centric cities. Dr. Khanna discusses the potential of AI to help companies re-imagine their products and to employ machine learning in a way that is innovative but also ethical.