When preparing to implement a new information system, it is essential that the initial design is well thought out from the outset. Modifying the database after implementation can often be an expensive process in terms of time, effort, and cost. Often the first engagement step is to conduct interviews and workshops with end users and business subject matter experts to get a better understanding of how the business runs. The output of these workshops becomes the foundation for the database design.

a) Examine the role of data in an organization, and develop solutions related to the creation, storage, and management of organizational data.
c) Apply contemporary database modeling to identify and address anomalies in data and recommend solutions.