Why do the same failures keep happening?

Because many organizations repair equipment but never repair the knowledge system.

Machine fails.
Technician fixes it.
Production resumes.

Everyone moves on.

But nobody updates:

  • PM procedures
  • Job aids
  • Inspection criteria
  • Troubleshooting guides

Three months later, the same failure returns.

Repeat failures are often evidence of a knowledge gap, not a technical gap.

Every breakdown should leave the organization smarter than before.

Does yours?

#ReliabilityEngineering #Maintenance #ContinuousImprovement #SquareMethods

Leave a Reply

Your email address will not be published. Required fields are marked *

Explore More

SquareMethods, built from data.

SquareMethods

I didn’t build SquareMethods from a theory. I built it from the data. Before I built SquareMethods, I spent years researching why manufacturing plants lose production time. Not anecdotally. Formally.

ABC Classification Matrix

ABC classification

The ABC Classification Matrix is a tool used in inventory management and maintenance to categorize items based on their importance or value.

Imagine two plants with identical equipment.

Imagine two plants with identical equipment. Plant A relies on memory. Plant B relies on structured maintenance knowledge. Both hire skilled technicians. Both use a CMMS. Both have PM programs.