Over the last twenty years, the supply chains of manufacturers and retailers have become ever more tightly linked. In many industries, retail sales trigger replenishment orders to manufacturers. Manufacturers with a well-tuned, just-in-time supply chain can automatically restock retail shelves as products are sold.  As collaboration has increased, additional data from supply chain partners has allowed companies to use advanced analytic tool to further improve results.

 

 

 

.