To successfully deploy a data warehouse, an organization must be confident that the reports generated display the proper data. In the Pharmaceutical industry, where the correctness of Safety Data is paramount for reasons of both public health and compliance with Federal regulation, the issue of data quality takes on even greater proportions. The focus of this whitepaper is to explain how to ensure that the data in the data warehouse is properly loaded from the source system(s).