"We will, in fact, be greeted as liberators" - Dick Cheney (but I'm sure it'll work out this time)
There is a whole lot of directions this can go after we arrest the dictator, but a liberal democracy magically immediately popping isn't on my list. There might be one in the future but there will be a lot of chaos and violence between now and then.