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The Janitor Taught Me More About AI Than Any Consultant

Noah Fleming

Noah Fleming

March 31, 2026


I was touring a client's facility a while back. Distribution center outside of Dallas. About 300 employees. Clean operation.

At some point I ended up in conversation with the head of facilities. Guy had been there 22 years. Started as a janitor. Now ran a team of 40.

I asked him what changed most about his job over two decades.

He said: "I stopped cleaning floors the day I figured out the right machine could clean them better than me at 2am without complaining."

He wasn't being funny. He was completely serious.

"My job now," he said, "is knowing which problems the machine can't solve. The machine can clean floors. It cannot figure out why the floor drain keeps backing up in Bay 7. That still needs me."

I thought about that for weeks afterward.

Because here is what I see happening in mid-market companies right now with AI and automation. Leaders are either terrified of it or addicted to it. Both responses are wrong.

The terrified ones aren't moving fast enough. They are watching competitors automate their operations while their own teams are still manually building slide decks, pulling reports by hand, and writing first drafts of documents from scratch. They are leaving real money on the table and they know it.

The addicted ones are automating everything that moves without asking the most important question: what actually still needs a human being?

The result of the second group is what I call Revenue Fragility. You build efficient systems. Your customers notice something is different. Not in a dramatic way. In a slow, nagging way. The emails feel slightly off. The responses are a little too fast and a little too generic. The relationship starts to feel like a transaction. And one day a competitor shows up with a real human being who actually listens, and your client takes the meeting.

I watched this happen to a $90M professional services firm last year. They automated their entire client communication layer. Open rates on their emails dropped 22% in six months. Two of their top five accounts quietly started shopping alternatives.

They had optimized their way into irrelevance.

Here is the framework that I use when I work with CEOs on this. I call it the Pressure Seal Audit.

You look at every post-sale touchpoint in your business. Every interaction between your company and your customer after the contract is signed. You ask: is this interaction predictable or personal?

Predictable interactions, things like status updates, billing confirmations, onboarding steps, renewal reminders, belong in a system. Build them once. Run them automatically. They should be perfect every time.

Personal interactions, things like strategic check-ins, issue resolution, moments where the client needs to feel that someone at your company actually cares about their outcome, belong to a human being. A specific human being. With a name and a history with that client.

The companies that get this right are not choosing between AI and human connection. They are using AI to make their human connection better. Faster prep before client calls. Smarter summaries of account history. Automated alerts when a client's usage drops or their behavior changes.

The machine handles the predictable. The human shows up for the personal. Better prepared than ever before.

That is the whole strategy.

The companies that figure this out in the next 18 months are going to look untouchable to their competitors. Not because they have better technology. Because they have more human attention available for the moments that actually matter.

THIS WEEK'S KEY QUESTION

Map out your post-sale customer journey this week. Every touchpoint from signed contract to renewal conversation.

Put each touchpoint in one of two columns: Predictable or Personal.

Now ask your team: which column is currently getting our human attention, and which one should be?

If you find humans doing predictable work and machines trying to do personal work, you have identified the exact place your retention is leaking.

-N.F

P.S. Forward this to whoever owns customer success or account management in your company. The conversation it starts is worth more than the email itself.

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