Successfully implementing Six Sigma demands a robust foundation built on accurate and reliable data. Missing data integrity, the insights derived from Six Sigma initiatives can be misleading, consequently hindering process improvement efforts. Therefore, it is crucial to establish comprehensive procedures for data collection , validation, and stora