As data is used in new and different ways, previously unknown or unrecognised quality issues may become apparent. It is important that as a minimum the data quality is measured and that lower quality data is identified. It is likely that business process improvement or data improvement projects will be required to mitigate these challenges.
Data programmes have to ensure that they take into consideration the Legal and Regulatory Requirements. Regulation is increasingly focused around data; your change programme needs to take these factors into consideration. Factors such as: • Data quality • Data retention • Legality, or business desire to transport data and host data in certain regions • Requirements for e-discovery searches