An extensive enterprise-level analysis of data requirementsprovides the basis for this architecture [47]. Attention is focused onbuilding a scalable infrastructure. Using the enterprise view of thedata, the architecture is developed in an iterative manner, subject areaby subject area. Atomic level data is typically maintained in thewarehouse in 3rd normal form. Dependent data marts are created that