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