Retail had always fascinated Katrina Lake, the youngest woman CEO to ever lead a US initial public offering. But she couldn’t help noticing that the age-old industry never changed. Brick-and-mortar retailers still competed on variety and touch-and-feel, while online competitors sought to differentiate through low prices and fast shipping.