The Best Evidence Is Often Left Behind

Most reputation systems ask people to create reputation.

Rate the experience.

Leave a review.

Write a recommendation.

Complete a survey.

Give someone five stars.

We've become so accustomed to this that it seems almost inevitable.

If we want to understand someone's reputation, we ask other people what they think of them.

But there may be another source of evidence hiding in plain sight.

The work itself.

Work Leaves Traces

Think about what happens during an ordinary day in transportation.

A load is accepted.

An appointment is kept.

A problem occurs.

Someone communicates it.

A commitment is made.

Someone follows through.

Equipment is maintained.

Documents are completed.

A customer is updated.

An exception gets resolved.

A shipment arrives.

None of these activities exists primarily to build a reputation.

They're simply the work.

But each interaction leaves something behind.

A small piece of evidence about what happened.

Over time, those pieces can begin to tell a story.

That's Different From Asking for an Opinion

Suppose I ask someone:

Is Kurt reliable?

I've asked for a judgment.

That judgment may be thoughtful.

It may be accurate.

It may also be influenced by memory, personality, one particularly good experience, one particularly bad experience, or the relationship between the two people.

Now imagine asking a different set of questions.

Did he do what he said he would do?

Did he communicate when circumstances changed?

Did other people experience the same thing?

Was it repeated?

What happened when something went wrong?

Did the pattern continue over time?

Those questions are different.

They're less about someone's opinion of the person.

They're more about what actually occurred.

Reputation becomes more credible when it emerges from behavior rather than being manufactured through commentary.

We May Be Asking People to Create Data That Already Exists

This happens constantly.

A transaction takes place.

The system records dozens of details about it.

Then, at the end, we ask:

How was your experience?

There's nothing inherently wrong with that.

Sometimes subjective experience is exactly what matters.

But it is worth noticing the sequence.

We observed the actual interaction.

Then we asked someone to summarize the interaction with stars.

In some situations, the summary may be less informative than the evidence the interaction already produced.

Did the person show up?

Did they follow through?

Did the commitment change?

Was the issue resolved?

Did both sides participate?

Was this consistent with previous experiences?

The work may already contain much of what we're trying to learn.

The Strongest Systems May Require Less Reputation-Building

Imagine if every credit-card transaction required the merchant and customer to rate each other's payment reliability.

It would be exhausting.

More importantly, it would be unnecessary.

The transaction itself creates evidence.

Payment happened.

Or it didn't.

The network remembers.

Over time, useful history emerges from ordinary participation in the system.

The participants don't have to stop and manufacture the history.

They create it by doing the thing they came there to do.

That principle becomes interesting when applied to professional reputation.

What if building a credible professional history required less additional behavior?

No campaign for reviews.

No collecting endorsements.

No carefully curated profile.

No asking everyone you've worked with to publicly validate you.

You work.

You interact.

You fulfill commitments.

You solve problems.

You accumulate experience.

And legitimate evidence of those experiences gradually accumulates with you.

That Could Change Who Gets Recognized

There's another reason this matters.

Some people are very good at managing their reputations.

Others are very good at doing their jobs.

Those aren't always the same people.

The most visible person isn't necessarily the most dependable.

The person with the strongest network isn't necessarily the strongest operator.

The person most comfortable asking for recommendations isn't necessarily the person others depend on when things become difficult.

In transportation, some of the best people I've known aren't particularly interested in building a personal brand.

They're working.

Often quietly.

And much of what makes them valuable exists in hundreds of ordinary moments few people outside their immediate relationships ever see.

A reputation system that depends primarily on self-promotion may systematically

overlook people who let their work speak for them.

Perhaps the system should become better at listening.

This Doesn't Mean Every Activity Becomes a Signal

That would create a different problem.

More surveillance isn't the answer.

Neither is turning every interaction into another metric.

We've already learned what happens when measurement becomes the objective.

People begin optimizing for the measurement.

And once that happens, the signal can become less meaningful.

The question isn't:

How can we capture everything?

It's:

What legitimate evidence is already being created that deserves to remain useful?

That's a much narrower—and I think much better—question.

Some events matter.

Some don't.

Some require context.

Some need corroboration.

Some become meaningful only when repeated.

The challenge isn't collecting every trace.

It's recognizing the ones that help explain demonstrated behavior.

Good Infrastructure Often Works This Way

The best infrastructure doesn't constantly ask us to maintain it.

It works underneath what we're already doing.

Payment networks don't require us to create a separate record proving that we paid.

Communication networks don't ask us to reconstruct every conversation before allowing the next one.

Navigation systems don't require us to manually document every road we've traveled.

The useful information is generated through participation.

Perhaps professional trust can eventually work similarly.

Not another task.

Not another profile people have to maintain.

Not another place people have to remember to build their reputation.

Something quieter.

Work happens.

Credible evidence is created.

Useful history accumulates.

And when the next decision arrives, some of that history is available to help.

For most of history, professional reputation depended heavily on people remembering what happened.

Then telling someone else.

That worked surprisingly well when careers, companies and professional networks were smaller.

It works less well when people and opportunity move constantly across organizations.

But the answer may not be asking everyone to talk more about one another.

It may be becoming better at recognizing what their work has already demonstrated.

Because every day, millions of people are doing something that should be building their professional reputation.

They're working.

And perhaps the most powerful reputation system won't ask them to stop what they're doing to prove it.

Their work will leave the evidence behind.