Look around and you'll see it on everything now: "AI-powered" software, "AI-powered" toothbrushes, "AI-powered" mattresses. The phrase has gone from a bold claim to background noise — a sticker slapped on so many things that it has started to mean about as much as "new and improved."
Here's the thing worth knowing before you make a buying decision on the strength of those two words: "AI-powered" is the new "low-fat." Technically it tells you something is in there. Practically, it tells you nothing about whether the thing is any good — and nothing about whether it's right for serious work.
A Label, Not a Specification
At most, "AI-powered" tells you a model is involved somewhere in the product. It doesn't tell you which model, how capable it is, whether it's grounded in your data or guessing from the open internet, what it does when it's unsure, or whether anyone is accountable when it's wrong. All the things that actually decide whether a tool helps you or embarrasses you — none of them are in the label.
It's a category, not a claim. "AI-powered" describes the kind of thing you're looking at the way "motorized" describes a vehicle. It doesn't tell you whether you're buying a reliable car or a lawnmower with delusions.
Why Everyone Slaps It On
The label is everywhere for a simple reason: it sells. Buyers reward it, investors reward it, and so everyone from a deeply engineered platform to a thin wrapper around a public API reaches for the exact same two words. That's the trap — the sticker can't distinguish a serious tool from a weekend project, because both are entitled to wear it.
Which means the more common "AI-powered" becomes, the less information it carries. When everything is labeled the same way, the label stops being a signal at all. You're left having to look past it to find out what's actually underneath — which is exactly what the marketing is hoping you won't do.
What Actually Tells You Something
The good news: the real signals aren't hard to find once you stop listening for the buzzword and start asking about outcomes. Is it grounded in your information, or improvising from general training? What does it do when it doesn't know? Who's accountable when it's wrong? Does it fit the way your team already works, or add another tab to ignore? Those questions tell you something the label never will — because they're about what the tool does, not what it's called.
Notice that none of them contain the phrase "AI-powered." That's the point. The useful questions are about behavior and results; the marketing is about the category. Keep the two straight and most of the noise falls away.
The One Question to Ask
If you want a single question to cut through any "AI-powered" pitch, make it this:
"Set aside that it's 'AI-powered' — what specifically does it do better than what I use today, and how would we measure that?"
A real tool has a concrete answer: here's the task, here's the before and after, here's the number you'd watch. A product that's mostly a label will reach back for adjectives — "smart," "powerful," "next-generation" — because once you take the buzzword away, there isn't much specific left to say. The reach for more buzzwords is the answer.
Judge the Work, Not the Label
We try to live on the other side of this at EMDELLE: less interested in telling you something is "AI-powered" than in showing you what it actually does for the people who use it — grounded in your data, accountable, built to earn its place. That's what BAG, our behavioral engine, is for. (One mention, as always — this post is here to be useful, not to pitch.)
So the next time two words do a lot of work in a pitch, do the un-dazzled thing: set the label aside and ask what's underneath. "AI-powered" was never the thing worth buying. What it does on your actual work always was.
See you next Friday — one more thing to learn.
— Tia Lake, Founder & First Steward