A good technician can walk past a machine and hear that something is not right.
No sensor alert.
No error code.
No report.
Just years of experience telling them that a pump sounds different, a cylinder is moving too slowly, or a system is running hotter than it should.
We are putting more sensors, AI and predictive maintenance into industrial equipment. But at the same time, the skilled people who understand what the data actually means are getting harder to find. One recent estimate says the United States could have 2.1 million unfilled skilled trades positions by 2030.
Technology can capture pressure, temperature and vibration.
The bigger challenge is capturing judgment.
What is your company doing to transfer decades of hands on knowledge to the next generation?
And be honest: Can that kind of experience really be documented, or does it have to be earned?