The evaluation and improvement of supply chain is one of the critical issues for gaining competitive advantages for companies. The supply chain set supported by more than 650 member organizations (academic and industrial) around the world developed the SCOR model of supply chain operation reference. SCOR model is the process of a reference model aimed at having the industrial standards and enabling the supply chain management for the future generation. This model included the description of management processes or the relationships between standard processes, standard criteria for measuring the implementation of processes and management works producing the best degree of implementation and regulation of software properties. The proposed framework for the supply chain improvement analyzed the dependent relationships between a set of KPI in a quantitative way. This framework can determine the costs of KPI certain implementation based on the central information sharing and suggest the performance improvement strategies based on analytical hierarchy process (AHP) in a supply chain.