Lean Six Sigma and business process management now integrate with AI to automate operational quality control. These legacy frameworks provide the structured data maps necessary for LLMs to identify process bottlenecks. Practitioners can now replace manual statistical rigor with automated analysis. This shift turns static operational maps into dynamic, self-optimizing workflows for enterprise AI deployment.