What replaced the putting-out system of production after the 1820s?

After the 1820s, the putting-out system of production was largely replaced by the factory system. This shift involved centralized production in large facilities where workers operated machinery under one roof, allowing for increased efficiency and productivity. The factory system facilitated mass production and the use of steam power, fundamentally transforming labor practices and economic structures during the Industrial Revolution.