Industry
Digitalisation for the automotive industry
Automotive suppliers are under extreme pressure on deadlines and costs. We implement data-driven solutions that raise OEE, halve planning effort and keep unplanned breakdowns to a minimum.
Challenges in the automotive industry
- Just-in-time delivery pressure combined with complex shift planning
- A wide variety of variants across CNC machines, presses and robot cells
- Unplanned downtime puts on-time delivery and call-off relationships at risk
- No OEE transparency — losses are spotted late
- Qualification requirements and shift models are hard to coordinate
What we deliver for automotive customers
AI-assisted shift planning
An ML model optimises shift plans based on qualification profiles, machine capacities and historical data — planning effort reduced by 50%.
Predictive maintenance
Vibration and temperature sensors on presses and CNC machines detect anomalies 24–48 hours before a breakdown.
Real-time OEE dashboard
Live OEE for all lines and shifts, automatic shift reports, escalation alerts when OEE falls below target.
Machine data integration
OPC UA, FOCAS, FANUC — we read whatever your machines speak, without touching the controls.