AI-Native Companies Might Be More Fragile Than They Look

There’s a flood of SaaS tools and service firms calling themselves “AI-native.”
And on the surface, it makes sense:

-They’re lean
-They’re fast
-They ship features in days
-Their UIs are….fine

But there’s one thing most don’t have:
A moat.

Here’s the real truth:
If your product can be rebuilt with a prompt,
You don’t have a business.
You have a countdown.

In Embracing Irrationality, we warn against over-optimizing for what’s easy or trendy.
It feels smart in the moment, but it usually leads to fragility.

That’s exactly what we’re seeing now:
• Thin value props
• Interchangeable offerings
• No loyalty, just curiosity and convenience

As the cost of building AI interfaces drops to zero, the number of “good enough” competitors grows fast.

So what’s the irrational but smart move?

-Go deeper into a vertical
-Get obsessed with real customer pain
-Add manual layers that drive retention
-Build opinionated workflows that aren’t for everyone
-Use AI as a tool, not the whole pitch

The companies that endure won’t be the ones calling themselves AI-first.
They’ll be the ones that solve real problems and happen to use AI.

Ask yourself:
If someone cloned your product tomorrow, why would a customer still choose you?

If you can’t answer that, you’ve got work to do.

AI might be the engine.
But depth is still the moat.

The Most Dangerous Word in Services: “Custom”

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