It actually wasn't the most profitable business because slaves are both unproductive and not capable of being your customers. Economics being called "the dismal science" was started by a slaveowner who was mad that economists were opposed to slavery.

Of course, to this day middle managers do a lot of things that aren't economically rational because it makes them feel more powerful.