This discussion will share a data journey to execute the right technology stack for "real-time" decisioning, machine learning and AI. A modernized real-time data architecture that is flexible and adaptable will be shared. Attendees will learn to recognize critical business friction points in data ecosystems. This presentation is recommended for technical, business and analytics leaders looking to improve the time to insight for business transformation.