Machine Learning is part of a larger need in an organization. In this information revolution, where we are inundated with information, ML needs to be leveraged to sort / prioritize / handle realistic business problems. Agency problems are often process focused, more regulated each day. The focus of ML has to be one that addresses the risks and the delivery of value to the users close to the front line mission. It is time to move away from science experiments and focus on the transformation of the business.
|ML never works in isolation! (Slides)|