Much of the highly innovative infrastructure (roads, bridges, aquaducts, etc.) was built by the Roman army, which could be considered a form of slavery (with a freedom coupon at the end if you survived), but which had to be maintained at a certain level of effectiveness (i.e., couldn't keep them at near-starvation levels to save money), and was certainly not zero-cost.