Data integration including extracting a first native record having a first
native format from a first native repository through a first adapter, the
first adapter loosely coupled for data integration to a data integration
application, the first native format having a datatype; transforming the
first native record having first native format to a first native record
having dynamic common format, the dynamic common format being a subset of
a dynamic common model, the dynamic common model comprising mappings to
and from the dynamic common format for all native records in all
datatypes; transforming the format of the first native record having
dynamic common format to a first native record having second native
format; and inserting through a second adapter, also loosely coupled to
the application, the first native record the second native format into a
second native repository.