Discipline between IT and business bridges the success by the master data maintained in the organization. Uniformity, accuracy, consistency and accountability are the key paradigms. Material Master, Vendor Master, Customer Master, GL account Master, Employee Master are the main challenging data across different modules in SAP. Better normalization and referential integrity to be maintained when defining the data structure.