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