Assurance—Experience leads enterprises to develop better assurance practices. Once leadership develops a strategy that leverages big data, the enterprise can focus on defining an assurance framework to control and protect big
data. The main concern for the assurance organization is data quality, addressed by topics such as normalization, harmonization and rationalization. (These topics are technical and pertinent to publications on tools and techniques, and are not covered in this white paper.)