Within the framework of Lean Six Sigma, understanding and managing variation is paramount to achieving process effectiveness. Variability, inherent in any system, can lead to defects, inefficiencies, and customer dissatisfaction. By employing Lean Six Sigma tools and methodologies, we can effectively identify the sources of variation and implement