To meet huge and much more complex customer expectations efficient supply chain management has become a competitive advantage to every organization. In order to reach global competition, both efficiency and agility are the utmost factors which requires accurate and on time demand forecasting. This invokes the concept of data driven decisions which is the most real and adaptive process in retaining high- demand responsiveness, smooth distribution in line to managing inventory to optimize revenue.