Ensuring data integrity in the enterprise is extremely important because it expresses the degree to which data is complete, consistent, accurate, true and reliable, and that the above characteristics of the data are maintained throughout the data lifecycle. Ensuring data integrity requires appropriate quality and risk management systems, including sound scientific approaches and good documentation practices.