
Lean Six Sigma Refresher
DMAIC Cycle
Define: State problem & goals
Measure: Collect reliable data
Analyze: Identify root causes
Improve: Implement solutions
Control: Sustain gains
Customer & Process Understanding
VOC (Voice of Customer): Capture needs via surveys, interviews, logs
SIPOC: Map Suppliers → Inputs → Process → Outputs → Customers
CTQ Tree: Translate customer wants into measurable requirements
Process Mapping: Visualize workflow to spot waste
Value Stream Mapping (VSM): Show cycle time, lead time, value-added vs NVA
Root Cause & Prioritization
Pareto Chart: Focus on vital few causes (80/20 rule)
Fishbone Diagram: Categorize possible causes (Methods, Materials, Machines)
5 Whys: Drill down to true root cause
Data & Analysis Tools
Control Charts: Monitor process stability
Histogram: Show data distribution & variation
Scatter Plot: Reveal correlations between variables
Hypothesis Testing: Confirm statistical significance
Regression Analysis: Quantify relationships & predict outcomes
DOE (Design of Experiments): Test multiple factors efficiently
MSA (Measurement System Analysis): Validate accuracy & repeatability
Sustaining Improvements
Control Plan: Document how to maintain improvements
SPC (Statistical Process Control): Use stats to monitor quality
FMEA (Failure Modes & Effects Analysis): Anticipate failures & mitigate risks
✅ Quick Tip: Use DMAIC as your backbone, then plug in the right tool depending on whether you’re defining, measuring, analyzing, improving, or controlling.