There is an infographic style doing the rounds on LinkedIn at the moment. You will know the one. Clean grid. Confident headers. A neat little visual logic that makes a complex idea look settled. The first time I saw it, it worked on me. I stopped scrolling. I read it. I thought about it.

The second time, something shifted. The content was different but the shape was identical. And instead of reading the content, I found myself reading the template. I trusted it a little less.

The third time, and there is always a third time, I scanned straight past it.

That small moment has stayed with me, because I do not think it is laziness. I think my brain did something quite sensible. It learned that the pattern no longer carried signal. The shape had become noise. And once a shape becomes noise, you stop seeing what is inside it.

Which raises an uncomfortable question. The person who made that third infographic almost certainly thought they were communicating. They had met the norm. They had produced the thing that looked like the thing that worked. But the norm is exactly what was killing the signal. Meeting the expectation is what made it invisible.

We are moving straight to doing

With every AI release, this gets faster and quieter.

AI is extraordinary at pattern. It has learned what a good deck looks like, what a good strategy doc looks like, what a good service blueprint looks like. So it gives us the shape, beautifully, instantly. And here is the part that worries me. When the shape arrives looking familiar enough to trust, we stop interrogating it. We move straight to doing.

We get things done faster. Nobody is arguing with that. But somewhere in the speed we skip the bit where we understand why we are doing it, or how it actually works. The pattern looked right, so we did not look harder.

I have started to notice my own attention working the way it did with those infographics. Faced with a familiar AI-generated pattern, I see less of the content and more of the template. I clock the shape and move on. And if that is happening to me, with thirty years of looking for the gap between what is presented and what is real, I have to assume it is happening across whole teams, whole programmes, whole organisations.

The race to the bottom of efficiency

Play this forward and the market logic is not comforting.

The winners, for a while, are the ones who lead with something genuinely new. A creative offer that makes people stop scrolling. But the moment it works, it becomes a pattern. The fast followers copy it. The late adopters copy the copies. And what began as a distinctive idea becomes a template that everyone meets and nobody notices.

It stops being a race to impact. It becomes a race to the bottom of efficiency. Who can produce the expected shape fastest, cheapest, with the least friction. And the prize for winning that race is invisibility, because by the time everyone has the pattern, the pattern carries no signal at all.

What this means for service and product

This is where it gets real for anyone designing services and products.

On the face of it, the news is good. Services are frictionless. Products behave the way customers expect. The norms that AI has helped set, the patterns people have learned to trust, are being met everywhere. Expectations are satisfied. The journey is smooth.

But I keep coming back to the same worry. When everything meets the expected pattern, what happens to the human ability to think, to say, to do, to feel? If every service feels the same, if every product meets the same learned norm, if every piece of communication arrives in the same trusted shape, then nothing stops us anymore. Nothing makes us pause. Nothing makes us feel.

Everything becomes beige.

Not bad. Beige. Smooth, competent, frictionless, and utterly forgettable. The exact same quiet underwhelm I have watched settle over transformation programmes for years, now arriving at the speed of every new model release.

Friction was never only the enemy

We have spent a long time treating friction as the thing to remove. And much of the time it is. But some friction is the moment a human actually thinks. The pause before you trust something. The slight resistance that makes you ask why. The bit of a service that makes you feel something rather than simply complete a task.

Strip all of it out in pursuit of the frictionless norm and you may also strip out the moment of understanding. You optimise the journey and lose the reason anyone was on it.

I am not arguing against AI, and I am not arguing for friction for its own sake. I am asking whether, in meeting every expectation, we are quietly designing out the very things that made a service worth choosing or an idea worth stopping for.

The discipline now is not how fast we can produce the expected pattern. It is knowing when to break it. Knowing where understanding matters more than output. Knowing which friction to keep because it is where the human is.

Because if we move straight to doing every time the shape looks right, we will get more done than ever before.

We just might stop noticing why any of it mattered.

Whatever next?

About the Author

Lisa Woodall is a transformation practitioner, enterprise architect, and author of Whatever Next? Making Transformation More Human, More Honest and More Likely to Stick. With over three decades working inside large-scale business and technology transformations, her work focuses on the human dynamics that decide whether change sticks or quietly fades away.

Through the Five Lenses of Transformation, Reflect, Reimagine, Reframe, Rewire and Reconnect, she challenges organisations to look beyond systems and patterns and into the emotional, cultural and systemic realities that shape lasting change.

You can learn more about the book and related resources at whatevernextbook.com. Lisa also hosts the Whatever Next? Unplugged podcast, exploring transformation, leadership and the future of organisations through honest conversations with practitioners.