Manufacturing
Manufacturing: predictive quality reduced defects by 18%
Built ML models for quality predictions and set up alerts in the production line.
Outcomes
18% defect reduction
Earlier anomaly detection
Higher line throughput
Approach
- Data pipelines and features
- Model training and MLOps
- Operator dashboards
- Alerting playbooks
Key Metrics
Defects
-18%
Anomaly lead time
+2.3h
Throughput
+6%