In this episode of the Bak Up Podcast I showcase my own research topic that I presented to an IEEE conference in April 2021. In my research I want to investigate the gap between the business goals of an organization and the machine learning products that they develop. We argue that without thoughtful design, products that leverage machine learning might not be optimizing for the business success and can be detrimental to the overall success of the enterprise.