Bringing Data Science to Production poses some unique challenges, such as how to mobilize large code bases written in a variety of technologies and tools, some of which not optimized for production resiliency and scalability. In our talk, we will share Gong.io's experience, presenting our current Data Science CI / CD and production flows, what works well, and what we plan to improve.