Successfully implementing Six Sigma requires a robust foundation built on accurate and reliable data. Missing data integrity, the insights gained from Six Sigma initiatives can be misleading, ultimately hindering process improvement efforts. Thus, it is crucial to establish strict procedures for data gathering , validation, and storage to guarantee