Retailers struggle over the issue of carrying too much inventory, resulting in high costs, or too little, resulting in lost sales. Leading retailers such as Family Dollar, Crate & Barrel and The Vitamin Shoppe have seen significant profit improvement and better customer service from implementing 4R solutions that profit optimize buying, replenishment and allocation for stores and DCs and markdowns.