What is narrative architecture?

It's the governing logic behind how a company explains itself: the reason "AI-powered" can mean something precise in a security review and still sound consistent in a sales deck, because both are pulling from the same system.

What's the difference between branding and brand strategy?

Branding covers what people see and hear: identity, voice, tone. Brand strategy covers the decisions that produce those things, who the product is for, what it's not claiming to be, and why that line sits where it does.

What does a brand and narrative strategist do?

I design the positioning and messaging systems that make a company's story hold up under scrutiny, particularly useful when the product itself is hard to explain in one sentence. Most of my work spans zero-to-one through enterprise scale.

Why do buyers distrust “AI-powered” claims?

The term became a catch-all buzzword during the hype cycle, applied so broadly it stopped signaling anything specific, and in regulated or high-stakes categories, vague AI claims now read as a governance red flag rather than a differentiator.

How should AI companies talk about their technology?

Lead with the problem and the outcome. Technology proves the approach works, and the buyer wants to know what breaks without you.

AI positioning · 2 min read

What “AI-Powered” Really Means: Why the Term Is Losing Trust

A ChatGPT wrapper? A predictive model? An image generator? The term is so broad it's operationally useless — and now it's actively risky.

What does “AI-powered” even mean anymore? A ChatGPT wrapper? A predictive model? An image generator? The term is so broad it's operationally useless — and now it's actively risky.

Why this matters now

Companies AI-washed their way through the hype cycle — adding “AI-powered” to every product description, hoping it would signal innovation. Buyers fell for it because of FOMO. Everyone wanted to seem like they were keeping up.

That ubiquity is now the problem. When one AI tool has issues with privacy, drift, or plagiarism, the implication stains every brand labeled “AI.” By using this term to attract investors or customers, you're inviting reputational risk and caution — not excitement.

The cultural shift is real: “AI” has become shorthand for unreliability. Some people even use it as slang for “BS.” And it's not because the technology isn't valuable — it's because “AI” became a catch-all buzzword designed to ride hype. Hype that's now flipped to distrust.

In healthcare, this is extreme. CIOs hear “AI-powered” and immediately ask: What kind of AI? How is it governed? How do we audit it? Can we prove it's safe? The more a vendor leads with AI, the less they're answering those questions.

But this pattern isn't unique to healthcare. Leading with “AI” creates four problems:

It introduces risk without transparency. Buyers need governance details, not buzzwords.
It's not a differentiator. Everyone says “AI-powered.” You sound exactly like your competitors.
It doesn't tell your audience what you actually do. “AI-driven automation” — what process? What outcome? How does it work?
It puts solution before problem. Strong positioning starts with: what breaks without us? Not: what did we build it with?

I'm not saying hide that you use AI. I'm saying it can't be the lead. Some of the best AI tools barely mention AI in their positioning — they lead with the problem they solve and the outcome they deliver. The technology proves the approach works.

Lead with clarity. Lead with the problem. Lead with what actually breaks without you.

What's the worst “AI-powered” positioning you've seen that told you absolutely nothing?

Ashley Pola · Brand & narrative strategy · Get in touch