The Business Challenge
Under a giant corporate group, most clients need to deal with too many diversified business units across various multivariate systems with different rules and policies. This includes existing and new core systems, management information systems, transaction processing systems, and etc.
This will lead to following challenges, where some of their clients are appearing:
in different systems utilising different methods and formats
in only a certain system but not others
in the same system but multiple times
All these make it difficult to construct a single standardised framework for managing and normalising scattered data.