If you go into the financial advisor, F2, and look at the list on the right, you'll see a set of costs. One of them is unit supply. You usually get free unit supply for a certain number of units (based upon the difficulty, IIRC), and then you start paying for anything over that. Any units that are not in your territory are added to the units that you have to supply.