Companies are spending more and more on AI. Is it seeing the ROI we expect? In this talk Michelle will discuss some of the major blockers in productionizing advanced techniques in AI and data science. Using case studies from both a legacy company and a startup, together you will explore how to overcome some of the technical and cultural challenges of implementing scalable AI.