Scenario
Let's look at a case study that examines the implementation of data modeling requirements in ITelO, a computer and accessories company, which recently acquired a similar company, Retailer King. ITelO struggles with inconsistencies in different business segment reports.
First, let's see why users can experience different results in reports.
These discrepancies can be addressed with an SAP BW/4HANA data warehouse, but that requires an effective data modeling directive before its application. Even with the data warehouse's potential to align varying outcomes, users can still have different expectations concerning business reports. Addressing these issues involves setting priorities for the data modeling strategy, determining business requirements for ITelO, and understanding which business segments are in focus.
Identifying what data is available in the source systems for sales and storage and how it’s stored is also essential. For instance, the data model in the source system CIA, which ITelO uses to document sales transactions, must be examined.