you'll likely need to change at least the rear derailleur (to a short cage one).

TBH if you stay in the 2 small rings all the time you probably need those easiest gears, and you'll lose a couple of them going to compact. Never mind the big ring - just forget you have it - just stay with what you have and keep the money.