In the realm of statistical investigation, the Z-score emerges as a crucial tool. This metric, also known as the deviation score, provides insights into an observation's placement relative to the center of a distribution. Within the framework of Lean Six Sigma, the Z-score plays a significant role in monitoring data trends. By quantifying deviation