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Six Sigma DMAIC Process

Six Sigma DMAIC Process. Lean Six Sigma Training Satish Nargundkar. Key Roles. Champion Senior Manager, Signs off on project Master Black Belt Consulting role across many projects Black Belt Project Lead Green Belt Has basic knowledge of the DMAIC process. The Boss.

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Six Sigma DMAIC Process

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  1. Six SigmaDMAIC Process Lean Six Sigma Training Satish Nargundkar

  2. Key Roles • Champion • Senior Manager, • Signs off on project • Master Black Belt • Consulting role across many projects • Black Belt • Project Lead • Green Belt • Has basic knowledge of the DMAIC process. The Boss

  3. Before Starting the Project • The Voice! • VOC • VOE • VOP • Analysis • Standard Reports • Segmentation (drill down) • Time Series, Cross-section

  4. The Define Phase • SMART Objective (y) • Specific, Measurable, Achievable, Relevant, Time-based • Process Flowchart • Map the current process • Estimated Benefits • If target achieved, what are the benefits? • Project Charter • Problem Statement, SMART Objective, • Team Members & Roles, Estimated Benefits.

  5. Define: Basic Analysis • Descriptive analysis of y • Mean, Standard Deviation • Histogram, Time Series Chart • Break down by segments

  6. The Measure Phase Potential Causes of y (the Xs) Fishbone (Ishikawa) Diagram Collect data on the Xs Descriptive analysis of Xs

  7. The Analyze Phase • Relate each X to Y • Scatterplots, Correlations • Find most important Xs (analyze all Xs simultaneously) • Regression • Delphi method

  8. The Improve Phase • Implement changes • Measure improvement • Hypothesis tests to prove significant change • Tests for Means, Proportions • Tests for Variances

  9. The Control Phase Sustaining the improvement New SOPs Error Proofing Checklists Control Charts Other Monitoring

  10. Celebrate!

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