COLLISION HUB / INDUSTRY PERSPECTIVE
When Experience Walks Out of Claims, What Happens to The Decisions?
When experienced people leave collision repair and claims, what happens to the decisions that depend on their judgment?
THE JUDGMENT GAP / EPISODE 3 / COLLISION REPAIR & INSURANCE CLAIMS
You can download information.
You can automate information.
You can build a knowledge base full of procedures, repair information, claim history, policy language, OEM requirements, photos, estimates, and data.
But at some point, someone still has to decide what all of it means.
That is where judgment enters the process.
And that is the problem I explore in Episode 3 of The Judgment Gap.
Across collision repair and insurance claims, experienced people are leaving. Some are retiring. Some are being laid off. Others are simply deciding they no longer want to work inside systems that increasingly measure productivity, speed, and compliance more heavily than experience.
When those people leave, companies often assume the loss can be solved with better training, more documentation, a larger knowledge base, or artificial intelligence.
Those tools can absolutely improve access to information.
They cannot automatically replace what an experienced person has learned from seeing hundreds or thousands of situations that did not fit neatly into the process.
A procedure can tell you what normally happens. Experience helps you recognize when this file is not normal.
That distinction matters.
An experienced estimator may recognize that a repair procedure does not match the damage in front of them.
An experienced technician may notice something that does not look right before the vehicle goes back together.
An experienced adjuster may realize that the facts in the file do not support the conclusion the system is suggesting.
An experienced manager may know that a seemingly minor issue is actually the beginning of a much larger problem.
Those decisions are difficult to capture in a manual because much of judgment is built through exposure.
You see a situation.
You make a decision.
HOW JUDGMENT GROWS
- You see the result.
- You learn.
- Then you carry that lesson into the next decision.
- Do that for 10, 20, or 30 years and you have something very different from simply possessing information.
- You have context.
That does not mean experience is always right. It does not mean technology or AI should be rejected. And it certainly does not mean younger employees cannot develop strong judgment.
It means we have to be much more deliberate about how judgment is transferred before experienced people leave.
Because if the industry’s answer to losing experienced employees is simply, “Don’t worry, we put everything in the system,” we may discover that we preserved the information while losing the ability to interpret it.
That is the difference between a knowledge problem and a judgment problem.
And I think a lot of organizations are trying to solve the second one with tools designed for the first.
In Episode 3 of The Judgment Gap, I dig into what experience actually contributes to decision-making, why conventional training cannot completely reproduce it, and what happens when organizations confuse access to answers with the ability to make good decisions.
Episode 3: “Experience Is Leaving: What Happens When Judgment Walks Out”
If you work in collision repair, insurance claims, training, management, or anywhere people are being asked to make increasingly complex decisions with fewer experienced people around them, this conversation is worth having.