The organizational challenges of transitioning to digital are enormous. In this interview, McKinsey director Kate Smaje reveals what leading companies do differently, the qualities required of a successful chief digital officer (CDO), and what organizations must do to make digital change happen. An edited transcript of her remarks follows.