A Master Data record with key fields which are not complete, doesn’t provide a right view of record with out Completeness check process, we check at record level with %’s calculated at field level.
“Fabit Assesses your current master data setup, infrastructure and master data solutions that can fit your business, and environment. After reviewing your Master Data, Fabit provides a Data Quality Scorecard, for Completeness, Consistency, Conformity, and Duplicates.”
Data consistency is checked at Record level and Field level to check if the data entered is consistent for each record.
Data should also be validated against the externally available Business Standards such as (e.g. ISO, EAN, standard UOM’s, standard Abbreviations, etc) along with client defined Business Rules and Validations.