The problem
What we observed on the floor before the intervention.
- Over 40% of preventive job plans with no demonstrated link to a real failure mode.
- Repeat failures on critical equipment despite high maintenance volume.
- Failure history barely usable: inconsistent coding in the CMMS.
- Undocumented know-how concentrated in a few experienced employees.
- Priority arbitration left to individual supervisor judgment.




