AI for Manufacturing: Efficiency, Quality, Availability
Up to 22% fewer unplanned stoppages through predictive maintenance
Three levers for your manufacturing operation
Predictive Maintenance
Predictive maintenance through AI analysis of sensor and machine data
- Sensor analytics
- anomaly detection
- maintenance planning
Quality Control
Automated defect detection with computer vision directly on the production line
- Computer vision
- inline inspection
- real-time analysis
Process Optimization
AI-based parameter optimization for maximum output
- Parameter tuning
- OEE improvement
- resource efficiency
Predictive Maintenance
Detect failures before they happen
Sensor Analytics
Real-time vibration, temperature, and power data
AI models detect wear patterns in sensor streams and alert you weeks before failure instead of after a shutdown.
Plannability
Maintenance by condition instead of calendar
Condition-based maintenance intervals replace rigid schedules, reducing cost while increasing equipment availability.
Integration
Seamless integration with MES and ERP
The AI solution integrates via OPC UA and MQTT into existing systems without disrupting production.
Quality Control
100% inspection instead of sampling
Computer Vision
Defect detection in milliseconds
AI-powered camera systems detect scratches, cracks, and dimensional deviations on-line, faster and more consistently than manual inspection.
Scrap Reduction
Early warning for quality drift
AI identifies gradual shifts in process parameters and warns before scrap is produced.
Traceability
Complete quality documentation
Every inspection result is documented automatically for audits, customer requirements, and continuous improvement.
Process Optimization
More output with lower resource consumption
Parameter Optimization
Optimal machine settings automatically
AI finds the best combinations of speed, temperature, and pressure for maximum quality at minimal resource use.
OEE Improvement
Control availability, performance, and quality
Data-driven OEE loss analysis reveals your highest-impact levers and how to resolve them.
Production Planning
Intelligent sequencing and setup optimization
AI schedules order sequences to reduce setup times and shorten cycle times.
Results that matter
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