AI Isn't a Feature. It's a Shortcut Through Busywork.

Most of what gets marketed as "AI" is a feature bolted onto a product so it can go on a landing page. That's not how I use it, and it's not where I've seen it actually change anything for a business.

The useful version is smaller and much less interesting to talk about. It's a summary that used to take twenty minutes now taking twenty seconds. A first draft of a follow-up message that a person still reads and edits, but never has to start from nothing. A way of sorting a hundred leads by how likely they are to actually convert, so a person spends their time on the ten that matter.

It's leverage, not judgment

I don't let AI make decisions a person should be making. I use it to remove the busywork standing between a person and the decision — so the judgment still comes from someone who understands the business, but they're not spending three hours a day on the part that isn't judgment at all.

That distinction matters more than any specific tool. The businesses getting real value from AI right now aren't the ones with the most impressive demo. They're the ones who found the one or two places where a person was doing repetitive, low-judgment work, and quietly removed it.

Where I'd actually start

Not with a strategy document. With a stopwatch. Find the task someone does every day that has a repeatable shape to it — same inputs, same kind of output, just different details each time. That's where AI earns its place. Everywhere else, it's a feature for a slide.