 Burlington Coat Factory was founded in 1924 as a wholesaler of ladies' coats and outerwear.The modern company was formed in 1972 when Monroe Milstein purchased a warehouse in the outskirts of the city of Burlington.He started selling coats and outerwear there at discount prices.