You Can’t Pull Water from a Dry Well

Companies are eliminating entry-level roles as fast as AI can justify it. I get it. AI is capable, it’s fast, and the cost is hard to argue with right now.

But there’s something that doesn’t show up in that calculation, and it’s going to cost more than the savings.

Nobody becomes a chief executive, a vice president, or a seasoned people leader without first doing the foundational work. That experience doesn’t transfer. It compounds quietly over the years, until one day someone has the judgment to lead, to push back, to know when something is wrong before it becomes a crisis.

AI doesn’t change that. If anything, it raises the stakes. Because AI is only as valuable as the person directing it. Someone who knows what good looks like. Who senses when an answer is wrong. Who knows which question actually matters. That’s not a feature you can turn on. It’s built through years of doing the work.

When we eliminate the entry point, we drain the well.

I’ve seen this play out firsthand. A company I worked with didn’t invest in developing people. Their strategy was to poach great talent from competitors, people who could hit the ground running, no development needed. And honestly, it was smart for that moment.

The problem is that you eventually run through all of those people. The market for experienced, ready-to-go talent isn’t unlimited. When you’ve gone through the pool, you’re left with the same problem you avoided. Except now you’ve paid a premium for every single person and still have to build the infrastructure you delayed. Buying talent can be a smart strategy. It just can’t be your only strategy forever. At some point, the well runs dry.

This isn’t hypothetical. Look at the trades.

The shortage of skilled tradespeople didn’t happen overnight. It happened because for years the pipeline wasn’t fed. Apprenticeships declined. The work was steered away from. And now there aren’t enough people who know how to do it, and the ones who do can charge a substantial premium. Nobody decided to create that shortage. It happened because thousands of individually rational decisions added up to a collective problem nobody planned for.

We are setting up the same conditions again.

Every company’s situation is different. The question isn’t whether you use AI. It’s what you’re using it to replace.

Here’s what I believe. Every person is a future employee, a future customer, a future ambassador. People don’t forget the company that gave them a chance, the manager who invested in them, the place where they grew. The companies that invest in people anyway, even when the economics don’t demand it, will have lower turnover, a stronger bench, and people who become advocates long after they’ve moved on.

That’s not sentiment. That’s math.

Development has to be intentional, designed around where the person needs to grow and where the business is heading. AI and people strategy aren’t two separate conversations. AI can only truly integrate when it’s part of how you develop your people.

The organizations draining their pipelines today are going to need senior judgment in ten years and find it was never developed. That’s not a skills gap. It’s a self-inflicted one.

Use AI to make your people better. Not to replace the process that makes them good.

You can’t pull water from a dry well.