Running Faster on Melting Ice

There’s a moment, just before ice gives way, when everything still feels solid.

You can walk on it. Even run, if you’re confident. In fact, the colder the air, the more it convinces you that nothing has changed at all.

And then, almost imperceptibly… it has.

The latest data from The Wow Company’s BenchPress reports suggest agencies are finding their footing again.

• Margins are up.
• Delivery is faster.
• Teams are leaner.

On the surface, it reads like recovery.

The surface looks solid

AI is clearly having an impact. Agencies are delivering more, in less time, with fewer people. That efficiency is showing up exactly where you would expect it to:

• Improved margins
• Stronger owner take-home
• Increased output capacity

From the outside, it feels like progress and from the inside, it probably feels like relief, especially to founders and agency owners.

But the temperature has changed

The same force driving that improvement is also changing the structure that made the model work in the first place.

AI isn’t just making agencies more efficient. At the same time, it is removing the conditions that allowed that efficiency to appear. In The Agency Reset 2026, Mike Lander makes it very clear that AI, in-housing, and procurement are eroding labour-based revenue, margins, and loyalty.

And that’s not a performance issue. It’s a structural one.

The lag no one talks about

There is a gap opening up. Right now, agencies are capturing the upside of AI through:

• Faster delivery
• Lower internal cost
• Improved margins

But clients are responding by increasingly:

• Bringing work in-house
• Questioning pricing
• Expecting more for less

Those two forces don’t move at the same speed. Which creates a temporary window where everything looks fine, and for some, it feels even better than fine, because they are…

Running faster as the ice melts

It’s a strange dynamic. The better agencies get at using AI, the easier it becomes for clients to question what they’re paying for. Speed becomes visible, effort becomes invisible, and value becomes, well, negotiable.

So, agencies run faster. To protect their margin. To demonstrate output. To stay competitive.

But the faster they run, the more pressure builds beneath them, because the ice is thinning.

We’ve seen this before, just not this clearly

In "Why agencies don’t have a margin problem: they have a capacity problem," it was argued that most agencies misdiagnose the source of their pressure.

This moment sharpens that point. Because what looks like margin improvement is often just capacity being squeezed harder. AI has accelerated that squeeze, but it hasn’t resolved the underlying question, which is:

What is the agency actually being paid for?

Value is being claimed, not defined

The BenchPress data suggests many agencies believe they are delivering more value through AI.

But what does that actually mean?

• Faster output?
• Lower cost?
• More volume?

All improvements, but none are defensible when challenged because they describe operational value rather than commercial impact, and operational value is exactly what gets priced down first.

You can’t optimise your way out of this

There’s a deeper issue here. If the model itself is shifting, improving it won’t save it. As explored in "You can’t optimise your way out of the wrong identity", optimisation only works when the underlying system still holds.

AI is challenging that assumption.

• Time is no longer a reliable proxy for value
• Effort is no longer scarce
• Delivery is no longer the constraint

Therefore, improving utilisation, margins, or workflows, while necessary, doesn’t address the shift itself.

The model is becoming more efficient and less defensible

This is the tension at the centre of it all:

AI increases margin today, but reduces differentiation tomorrow

For a period, those two things can coexist, but after that, one wins, and it won’t be gross margin.

This isn’t a criticism

None of this is a failure of leadership. If anything, most agency leaders can already see it. The challenge is timing.

When the numbers are improving, the need to change feels less urgent than it actually is and this is why this moment is so easy to misread.

The real shift isn’t efficiency

It’s ownership.

If AI breaks the link between effort and value, then value no longer sits in the work.

It sits in the decision. What gets done. Why it gets done. What it changes for the client

That’s where pricing power moves and where trust concentrates because it’s what clients can’t easily replicate or automate.

Stepping off the ice

There isn’t a single answer to what agencies will become next, but there is a common direction.

The agencies that survive won’t be the ones who:

• Deliver faster
• Produce more
• Optimise harder

They’ll be the ones who:

• Define value clearly
• Anchor themselves in decisions, not delivery
• Move closer to how clients think, not just what they need done

Because once you step off the ice, you stop relying on it.

The hidden truth

The data from The Wow Company isn’t wrong. The Bench Press reports are doing exactly what they should. Showing how agencies are performing and that the performance is improving. But as Mike Lander’s reset makes clear, the structure those numbers sit within is shifting at the same time.

And that creates a moment which is brief, uncomfortable and easy to ignore because everything looks better just before it isn’t.

The ice doesn’t crack all at once…

…it just stops holding you.