Leading organizations are successfully deploying machine learning into production to innovate, grow revenue, and reduce cost. However, the path to ML is fraught with both existing and new challenges, from access to scalable data to creating operational procedures that support repeated, real-world deployment. In this discussion, Jeff Sternberg and James Tromans from Google Cloud’s CTO Office will discuss what is working, and what isn’t, and explore how CTOs and technology leaders can improve our collective abilities to leverage ML.