If AI Does The Grunt Work, Where Do Your Next Managers Come From?

Now that AI does the entry-level work, companies have stopped hiring juniors. Feels efficient. But those junior jobs were where your future managers were built, one rep at a time. Cut them, and one day a good manager quits and you look around and nobody is ready to take their place. 

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This episode is about how to fix that: how to build new managers when there is no junior work left to grow them in. The three moves are at the bottom. Here is the week that taught me all of it.

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Diane Walsh resigned on a Tuesday. She ran our best sales team. She gave four weeks, and then she said the thing that ruined my week: "I don't think anyone on my team is ready to step up, so you're probably looking outside."

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I started writing down who could take the team. Eleven good people. No list.

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So I went and figured out why, and it is the part that should scare you.

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This is probably happening to you as you read this

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When we redesigned the org last year, we got leaner and more senior everywhere. The sales team was the cleanest example. We stopped hiring junior reps entirely. Why pay someone to spend a year making cold calls and updating the CRM when the AI does the outreach, drafts the follow-ups, and keeps the pipeline clean on its own?

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It worked. The numbers went up. And without noticing, we turned off the machine that made sales managers.

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But how are mid-managers created?

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Think about how Diane became Diane. She spent two years making a thousand calls. Most went nowhere. But somewhere in there she stopped having to think about which deals were real. She just knew. A prospect would say six words and she could tell you if it would close. Nobody taught her that. The reps taught her that. The grunt work was never just grunt work. It was the classroom.

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We deleted the classroom and kept wondering why we had no graduates.

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That is the thing nobody put on a slide when we talked about getting efficient. Cut the junior job and you do not just lose a year of cheap labor. You lose the only place your future managers were ever made. The pipeline did not slow down. It stopped. We just could not see it for a year, because Diane was still standing there holding the team up.

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So we are not hiring our way out. We are rebuilding the factory. And it has to run differently, because the old fuel is gone. You cannot make someone do a thousand cold calls to build their gut. The AI makes the calls now.

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So, what’s the way forward in this new world?

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Here is the part I am actually excited about.

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The old classroom ran on volume of doing. A thousand calls, slowly building a gut. It was slow because doing is slow. But the new junior does not spend their time doing. The AI does the doing. So you point all of their time at the only thing that ever built a manager, which is deciding.

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The new junior on our sales team does not make calls. Their whole job is to sit over the two hundred calls the AI made this week and judge every one. Which is real. Which forecast is inflated. Which deal the AI scored as hot is actually dead. They are wrong constantly at first, the same way Diane was wrong on her first hundred. But they are getting the exact reps that built Diane, a week's worth of judgment in a day, because they are not burning time on the doing.

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Reps that used to take five years take eighteen months. The AI did not break the training ground. It can rebuild it faster than it ever existed. But only if you design the junior role on purpose. Leave it as "we just don't hire juniors anymore," and your pipeline stays dead. Redesign it, and you mint managers faster than you used to.

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Here is the whole rebuild, if you want to steal it.

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That is the whole thing. I will tell you in a year whether it worked. Right now all I know is that the alternative, hoping ready people appear out of an org with no junior rung, is how you end up where I was last Tuesday.

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Talk soon, Kelly