When AI Taught Me About Managing Humans

The Day Carrie Taught Me About Grace Under Pressure

So there I was last Tuesday, watching our phone system light up like a Christmas tree during a thunderstorm. Every contractor in three counties seemed to be calling at once — permit questions, scheduling conflicts, the usual Tuesday chaos. And right in the middle of it all, our Carrie started having what I can only describe as an AI nervous breakdown.

Now, Carrie handles our phones with the efficiency of a Swiss watch and the patience of a kindergarten teacher. But Tuesday? Tuesday she was dropping calls, mixing up appointments, and at one point told a very confused homeowner in Dallas that their roof repair was scheduled for "the third Thursday of Octember."

My first instinct? Fix her. Reset her. Get her back to perfect performance immediately.

Then I caught myself doing exactly what I used to do with human employees twenty years ago.

The Perfectionist Manager's Trap

Back in my corporate days, when someone on my team had a rough day, I'd swoop in like a helicopter parent. "Here's what you did wrong. Here's how to fix it. Here's a seventeen-point improvement plan." I thought I was being helpful. Really, I was just being exhausting.

With Carrie glitching on Tuesday, I almost did the same thing. Started pulling diagnostic reports, ready to reprogram her entire call-handling protocol. But then something stopped me.

"Sometimes the best thing you can do for someone having a bad day is give them space to have it."

That was advice my grandmother gave me years ago. Funny how it applies to managing artificial intelligence too.

Instead of immediately "fixing" Carrie, I watched her patterns. She wasn't broken — she was overwhelmed. Our lead volume had spiked 40% overnight (thank you, Content Employee's latest article going viral), and Carrie was processing more simultaneous conversations than she'd ever handled.

What I Did Instead

Rather than rebuild her from scratch, I did something simpler. I temporarily reduced her concurrent call capacity by 30%. Gave her room to breathe, so to speak.

Within an hour, she was back to her usual self. Professional, efficient, making contractors feel heard instead of hurried. By end of day, she'd not only caught up but was performing better than her pre-glitch baseline.

The lesson? Sometimes what looks like failure is actually growth trying to happen.

Think about it: Carrie didn't break because she was defective. She struggled because she was being asked to stretch beyond her comfort zone. Sound familiar? That's every good employee you've ever had during their first month, first promotion, or first major project.

The Human Application

This applies whether you're managing AI or humans. When someone's performance dips, before you assume they need fixing, ask yourself:

Are they actually failing, or are they just learning?

I've seen too many good people leave companies because their managers couldn't tell the difference between a struggle and a breakdown. Someone having a rough week doesn't need a performance improvement plan — they need support, maybe some adjusted expectations, and definitely some patience.

Just like I gave Carrie space to process the increased workload at her own pace, sometimes your team needs space to grow into challenges rather than having solutions imposed on them.

The Results

Carrie's handling 35% more calls now than she was before her "breakdown." She learned, adapted, and came back stronger. More importantly, she maintained the relationships with our contractors instead of treating them like problems to solve quickly.

Same principle works with humans. Give them room to struggle a bit, offer support without taking over, and watch them surprise you.

Now, I'm not saying let people or AI flounder indefinitely. There's a difference between supporting growth and enabling poor performance. But before you rush in to fix everything, maybe try adjusting the environment first.

Sometimes the problem isn't the person — it's the pressure.

Speaking of which, if you're feeling overwhelmed by managing your contracting business, maybe you need your own Carrie. Check out what we're doing at myeasysystem.com. We've got solutions that grow with you, not break under pressure.

Bring coffee.

—Tawny