Here's another way to visualize the relationship between big data and the other innovations happening in the marketing department. I propose that there are three epicenters of innovation in modern marketing: The first is customer communications and the revolution brought about by social media. Marketing communications has, rather quickly, moved from being a one-way broadcast to a more personal, two-way interaction with customers, prospects, and influencers, all interconnected together. Organizations have had to embrace operational