Defect Reduction & Statistical Process Control (SPC)
High defect rate on a critical assembly line was driving rework and customer complaints. Led root cause analysis (8D, 5-Why), implemented SPC limits and real-time Power BI dashboards, and trained operators on out-of-control response.
Outcomes
- ~40% defect reduction
- Faster containment via automated alerts
- Audit-ready SPC documentation