Data management has been most critical among IT functions in either service-oriented or process-oriented architecture.

Corporate data has resource data that is organizations, items, actors and transaction data of events, inventory, purchases. The data needs to align with IT functions and maintain compliance and security. In addition, flexible data structure enhancement needs to be considered for enterprise for continuous business growth and increase of complexity in management methodology.

IIn order to secure system performance, data functions need to be designed considering overall IT architecture. This requires considering physical data key structure, efficient data retrieval implementation, data alignment, and fine tuning of base parameters.