Provide the ability to cleanse existing data (database, ASCII) using logic provided by client. Cleaning covers almost unlimited possibilities and can include such things as providing defaults values, correcting erroneous fields, calculating values, etc. Previous work has included cleaning of data ranging from 100’s to millions of records and was accomplished using VBA, Visual Basic or PL/SQL.