Well, the first (and most obvious) answer is that commercial units take up a whole lot more space than residential ones. AC systems on the roof are also beneficial from the maintenance perspective. Whenever the air conditioning system breaks down and requires fixing, the repairmen can focus on their tasks out of sight, without disrupting the workflow inside of the facility.