Data Integrity (DI) is part of the mission to ensure the safety, efficacy, and quality of products produced by the pharmaceutical industry, the global regulators (e.g., the US FDA, EMA, etc.) expect that all data submitted by manufacturers to obtain market approval is both reliable and accurate. Regulators consider the integrity of data, from the moment it is generated to the end of its life cycle, to be a critical component of ensuring that only high-quality and safe drugs are manufactured. Data integrity requires that all data be attributable, legible, contemporaneous, original, accurate, complete, consistent, enduring, and available.