A system for moving payloads is described. It uses one or more mobile robots. Each mobile robot comprises a payload bearing platform, and a payload release latch. The system includes one or more stack exchangers having a set of alignment rails, a payload transfer ramp, and a latch engagement bar. The mobile robots pass through the stack exchanger and pick up a payload or drop off a payload without fully stopping motion.