Automation in industry business product reduces the role of human administrator from monitoring 24/7. Purchase model in an industry is chosen and on which we apply the autonomic computing policies to control its performance. Continuous monitoring is done on the system and if any deviations is found action planner module is initiated. Action planner module prepares the plan and hosts the action on the degraded module to improve the performance. The action planner can be an internal or external change on the modules. The internal change management is considered in this paper. An internal change management is nothing but the change request given by administrator. This change request is planned by the internal change management system. First a work graph is created for the change request. The created work graph is checked for its various scheduling and implementation constraints. Based on the work graph WSDL wrappers are created to invoke the logical operations on Tivoli intelligent orchestrator to implement the change request. The internal change management is planned well and hosted on the system to improve the performance of overall system. © 2017, Institute of Advanced Scientific Research, Inc. All rights reserved.