In many societies, like America, free slave and serf labor were utilized to pick the cotton, increasing the plantation owner's profit margins (See Trans-Atlantic Slave Trade).
Mechanical cotton picking became practical in 1944, when International Harvester produced the first dozen of their successful commercial cotton pickers.