Supply chain optimization begins not with a technological solution, but with a question: Where does the chain begin and end? Ask a manufacturer and you’ll get one answer. Ask a retailer and you’ll get another. Ask a customer and you’ll get yet another. However, there is one place where consumer demand, supplier products, and retailer strategies converge: the store shelf.