Industrial-scale slavery is a post-agricultural phenomenon and represents a very small percentage of overall human development.

Even such slavery, modern western/catholic chattel-style slavery aside, wasn't entirely transactional in that way. Many Ottoman slaves had better lives than aristocrats, for instance, and had real agency and influence.

Western European/American/Catholic imperialist slavery was somewhat unique in how dehumanizing it was.