Automotive Predictive Scheduling
This AI solution uses AI to predict equipment failures, optimize production schedules, and dynamically adjust factory operations across automotive manufacturing. By combining predictive maintenance with multi-objective optimization, it minimizes downtime, stabilizes throughput, and improves energy and resource utilization, resulting in higher plant productivity and lower operating costs.
The Problem
“Your lines keep going down and your schedule can’t keep up with reality”
Organizations face these key challenges:
1
Chronic unplanned downtime despite regular preventive maintenance
2
Planners constantly firefighting breakdowns and reworking production schedules
3
OEE stuck below target and highly variable across lines and shifts
4
Energy and maintenance spend rising faster than output
5