The globalization of manufacturing puts immense downward pressure on production costs. Manufacturing companies face the challenge of generating productivity improvements in areas that are already relatively efficient. Additionally, providing after-sales services(installation, maintenance, repairs, extended warranties, or replacement parts) means that companies have even more systems to manage with an ever-growing pool of information to analyze. Concurrently, customers are better informed on product performance and pricing, heightening their expectations and demands.