Amazon’s planning for the calendar year begins in the summer. It’s a painstaking process that requires four to eight weeks of intensive work for the managers and many staff members of every team in the company. This intensity is deliberate, because a poorly defined plan—or worse, no plan at all—can incur a much greater downstream cost.