Data modelling from logical design through
to platform specific entity specification will be conducted
in the context of a detailed understand of data normalization
opportunities. Decisions for attribute mapping within
any ETL effort for new a solution should be supported
by a transparent data profiling exercise. Data validation
as it applies to new solutions will be enhanced by leveraging
the application of data profiling results. Can provide
implementations from simple data modelling requirements
to innovative enterprise master data management solutions.