With higher-risk models, data scientists face responsibility to not only follow best practices for building responsible and ethical AI, but also develop common understanding with non-technical stakeholders to support overall business needs. In this article Monitaur's Chris Luiz shares ideas around the role of AI governance within the data science lifecycle.