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AUTOMOTIVE-MANUFACTURING5 MIN READ

Run DMAIC Without Losing the Floor

Navigate DMAIC decisions for a high-risk manufacturing defect.

Weld spatter Scrap is rising in Weld Cell 4, but the theories are broader than the facts. DMAIC keeps the team from fixing everything and learning nothing. DMAIC path Define -> Measure -> Analyze -> Improve -> Control The method narrows uncertainty until the control plan can hold the gain. Do not improve a process you have not defined and measured. Define Boundary Spatter appears in multiple reports, but not every weld cell or flange is affected. Which definition is strongest? Measure Baseline Operators count spatter differently, and the visual standard is interpreted inconsistently. What should happen before analysis? Analyze…

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