Quality & Defect Prevention

Predictive Capabilities

Pages 53-57
Why This Matters
Defect prevention is more cost-effective than detection and correction. Predictive quality models identify conditions that lead to defects before they happen.
Litmus Enables
  • Real-time quality prediction models
  • Anomaly detection in production parameters
  • Preventive alerts and operator guidance
  • Automated parameter adjustment recommendations
  • Integration with MES for closed-loop control
Discovery Questions
Use these to guide client conversations
  • Current defect rate: __%; target: __% (FPY __% → __% )
  • Top 3 defect causes: ____, ____, ____
  • Correlation between parameters and defects: known?
  • Current quality control: reactive or preventive?
  • Cost of defect prevention vs. correction: ____