While the use of big data for product recommendations and targeted ads is now standard practice in e-commerce, the market is on the verge of a new wave of innovation that promises to unlock even greater value. The most exciting future opportunities lie in moving beyond reactive analysis of past behavior to a proactive, predictive, and deeply integrated use of data across the entire value chain....