Predictive maintenance in automotive
A minute of line stoppage is expensive, so warning time is the metric that matters. Rising vibration on press and welding stations is caught before the shift plan breaks.
The equipment we watch here
- Press lines
- robotic welding stations
- conveyors
- paint shop fans
Where to start
Fix-Lean
A process- and discipline-driven preventive maintenance system where operators file digital fault reports and confirm work physically via QR.
Fix-Lean Plus
The data- and prediction-driven predictive maintenance version: IoT sensors mounted on the equipment continuously track vibration, temperature, and performance, and AI forecasts the failure before it happens.