This is probably a really silly question, but I can't seem to find the answer anywhere.

Say I have two totally separate DC power supplies running from AC power, and another piece of equipment that requires 12v DC. Why is it not possible to take 12v from one supply, to the device that needs powering, and then take the return to the ground on the second supply? What is it that stops the current flowing?