Companies today make data-driven decisions and remanufacturing business is no exception to that evolving trend. The networks are evolving with data being collected from all phases of the product lifecycle from design, prototype, manufacturing, aftermarket, returns remanufacturing and recycling. This chapter provides a framework for a digitized product lifecycle integrated with business phases including remanufacturing and validates them with case studies based on the prior experience of the author working for major companies in various industries.