Presentation delivered at Bank AI 2018 in Austin, TX. Banco Popular, the largest bank in Puerto Rico, is on a journey to leverage intelligent automation. The first building block was starting with Robotics Process Automation (RPA), setting up the proper governance and controls. From there, we've incorporated other innovations such as Natural Language Processing. This is what what we've learned, how we did it, what has worked for us, and what didn't.