As part of a centralized data science team, we get very specific predictive modeling and analytics requests from our business partners. Over the course of the past 3 years, we've built several of these projects for a relatively small audience, but the real business-changing impact emerged once we combined all of them into a larger marketing and promotion optimization engine.