Misconception, slavery is not profitable if you do it in your own country with a massive base because those people aren't economically active and don't buy much with their non existing money. In fact many historians argue slavery ended due to capitalism, not morals.

Yes you can pick up cotton at a lower labor cost with slaves, but you can't charge the slaves rent, sell them useless clothes, tax them, etc.