IJCSNS International Journal puter Science work Security, , March 2011 161 Manuscript received March 5, 2011 Manuscript revised March 20, 2011 Conceptual Design Model Us ing Operational Data Store (CoDMODS) for Developing Busi ness Intelligence Applications Muhamad Shahbani ? and Norshuhada Shiratuddin ??Graduate Department puter Science, College of Arts and Sciences, Universiti Utara Malaysia, Kedah, Malaysia. Summary Building a Business Intelligence (BI) application is very challenging as it is a young discipline and does not yet offer well-established strategies and techniques for the developments process pared to the software engineering discipline. Furthermore, information requirements analysis for BI applications which integrate data from heterogeneous sources differs significantly from requirements analysis for a conventional information system. Conceptual Design Model Operational Data Store (CoDMODS) to build BI application that focuses on operational information to support business operations is proposed. In this model, combination munity interaction and data integration approach were used to identify the requirements for developing BI application. Furthermore, how the operational data store can be used for operational and tactical information and can be transferred to a data warehouse for supporting analytical information and decision making is also presented. Finally, to verify and validate the proposed model, the case study approach using web application development in selected subject areas is elaborated. Key words: Operational Data Store, Operational and Tactical Report, Data Warehouse, Business Intelligence, Web Application 1. Introduction The ess of system application depends on how well it fits the requirement from the users and its environment [1]. Requirements are the foundation for building system application where it is determined what the system must do and drive the system development. The require