How a vehicle manufacturer streamlined production
McKinsey worked with Celonis to help a leading vehicle manufacturer drive efficiency at one of its highest performing facilities in North America. The overarching objective: bring down the production cost per unit.
The company had many manufacturing process complexities to deal with, not least high volumes, a broad product mix, and multiple digital systems. To get started, the McKinsey team used process mining to create virtual value-stream maps for more than 100,000 vehicles, charting thousands of hours of rework.
These value-stream maps soon revealed where and how productivity problems occurred, including:
- Thousands of hours spent unnecessarily moving vehicles between repair bays.
- Tens of thousands of hours lost on repairs at the end of the production line, instead of catching them at the point of origin (repairs made during the production line process as opposed to the end took about 40% of the average repair time required).
Despite the manufacturer’s unmatched heritage and expertise, these insights came as a surprise to company management. Working with the McKinsey team, here’s how they accelerated into action:
- Implemented a training program to reduce moves between repair bays.
- Ensured more repairs were carried out during the production line process (as opposed to the end), while preventing defects.
- Used performance management to reduce overall repair hours.
Process mining helped identify a 20% reduction opportunity in rework costs. Overall cost-per-unit savings identified were around 15%.
This was a hugely significant result for a high-performing facility at a vehicle manufacturing leader.