In the dynamic realm of process improvement, variation presents a persistent challenge. Lean Six Sigma methodologies provide a robust framework for detecting and mitigating these deviations to achieve consistent and predictable outcomes. By employing statistical tools and data-driven insights, practitioners can quantify the sources of variation and