Analyse and examine the data from sources, document the data dictionary and map the source to target fields. Business and transformation rules are identified and validated in conjunction with backup and archiving strategy planning. Data governance standards and policies are integrated into the solution design to ensure adherence at every level of the project and certifies that data will remain trusted, accurate and fit for use in business processes, decision making and accounting.