Discounts and promotions are at an all-time high, often comprising the single-biggest cost within many retailers’ P&Ls. Yet despite these high stakes, and the growing adoption of sophisticated analytics, many retailers continue to take a broad-brush approach to running promotions that results in missed sales and profits.