The Department of Product discusses alternative product development methodologies to Scrum, including ShapeUp, Plan Build Ship, and Get Shit Done, each with its own unique approach to development cycles and decision-making. These methodologies offer different benefits, such as flexibility, predictability, and rapid iteration, and can be tailored to suit the needs of various teams and companies.