Successfully implementing Six Sigma requires a robust foundation built on accurate and reliable data. Missing data integrity, the insights derived from Six Sigma initiatives can be misleading, eventually hindering process improvement efforts. Therefore, it is crucial to establish stringent procedures for data acquisition , validation, and storage t