Achieving success within the Lean Six Sigma framework hinges heavily on a thorough understanding of Critical-to-Quality (CTQ) characteristics. CTQs represent the attributes that directly influence customer satisfaction and product performance. By identifying these crucial CTQs early in the process, organizations can focus their improvement efforts