In both 3 and AOMR in the setup screen you can adjust the power of the enemy teams. In 3 they call it ‘handicap’, I forget what it’s called in AOMR but you can increase/decrease the players benefits.
AOE4 is ‘too easy on easy, too hard on anything else’. A scalable adjustment to the teams would be very helpful.