Before It’s Obvious: Why Structured Attention Is the New Strategic Advantage

“Attention Is All You Need.” That was the title of a 2017 Google paper that kicked off everything. GPT, Claude, Gemini, the lot. The researchers weren’t being literal. But they’d stumbled onto something that went beyond machine learning: the breakthrough wasn’t more data or more power. It was teaching machines what to pay attention to.

And here’s why this is more important than ever.

The sea is getting crowded. And warm.

You know the feeling. More competitors every quarter. AI tools letting three people in a WeWork do what used to require thirty. Clients who’ve seen four pitches this week and can’t remember which one was yours.

The sea of sameness isn’t new. What’s new is how fast it’s filling up.

And the firms breaking out, the ones becoming the obvious choice for specific clients with specific problems, aren’t doing it with better websites or sharper taglines. They’re doing it by seeing things sooner. By the time a shift is visible to everyone, the best positions are already taken. You’re not early. You’re in a queue.

What attention actually looks like

Consider a scenario that plays out more often than anyone admits. A mid-size firm, good reputation, solid delivery, keeps losing deals to a competitor half their size. They blame pricing. They blame “relationships.” They do what most firms do: shrug and move on to the next proposal.

Then someone actually looks. Not at the losses in aggregate, but at three specific deals. In each case, the smaller competitor had framed the problem differently. They weren’t pitching the same thing at a lower price. They’d spotted that the client’s real concern had shifted, from “build this” to “help us figure out what to build”, and they’d positioned around that.

The signal had been there for months. In the questions prospects were asking. In the way briefs were getting vaguer. But nobody had been paying attention. Not in any structured way. People were busy delivering.

This is the difference between attention and reflex. Reflex is what happens when you lose a deal and blame price. Attention is noticing, six months earlier, that the questions are changing. The smaller competitor in this scenario didn’t have better technology or a bigger team. They’d simply been paying attention to what their market actually needed, and that made them the obvious choice.

Three paths to seeing what others don’t

Gary Klein spent decades studying how experts (firefighters, surgeons, military commanders) make decisions under pressure. His finding was counterintuitive: experts don’t analyse from scratch. They recognise. They’ve built such a deep library of patterns that they can match a new situation to a known one almost instantly.

The catch is that the library only builds if you’re actually paying attention. No attention, no patterns. No patterns, no recognition. You’re just guessing with confidence.

Klein found three paths to genuine insight:

Connection: linking two things nobody had linked before. A question from a fintech client that reveals an unmet need in healthcare. A shift in developer tooling that makes a previously expensive solution suddenly cheap. These don’t announce themselves. You have to be looking sideways.

Contradiction: noticing something that doesn’t fit. The deal you should have won. The competitor who shouldn’t be thriving but is. The assumption everyone in your leadership team shares that quietly stopped being true eighteen months ago.

Creative desperation: being forced to see differently because everything has definitively stopped working. This is the least pleasant path. It’s also, unfortunately, the one most firms wait for.

The question worth sitting with: are you building conditions for connection and contradiction? Or are you just running hard until desperation forces the conversation?

The questions that actually matter

Here’s where this gets practical. Structured attention doesn’t require a research department or a strategy offsite with post-it notes. It requires honest questions, asked regularly, with the answers captured somewhere other than people’s heads. And they all orbit one central question that most firms never ask directly enough: what makes us the obvious choice for our clients?

What are clients asking about that they weren’t six months ago? Questions change before needs become explicit. If three clients have casually asked about AI governance this quarter, that’s not small talk. That’s a weather system forming.

Who’s winning deals you’re losing, and why? Uncomfortable territory. Much easier to blame price or timing than to find out the winner framed the problem in a way you didn’t even consider. But this is where the sharpest signal lives.

Where do your best people want to work next? Talent sees the future before leadership does. If your best engineers are excited about a problem space, that’s data. If they’re restless, that’s data too. Just data you’d rather not look at.

What’s getting easier? When something becomes trivially easy, value migrates. Code generation is getting easier. That doesn’t make developers worthless. It moves value towards problem framing, architecture, understanding what to build and why. Are you tracking where value is heading, or just where it was?

What are clients starting to do themselves? When clients bring something in-house that they used to hire you for, that’s a commoditisation signal. It’s also a pointer: the new value is probably one layer up, in the problems they still can’t solve even with the newly-easy tools.

What’s happening in adjacent industries? Marketing agencies are being reshaped by AI right now. Design firms are feeling it. What’s happening to them is a trailer for your film. Are you watching it?

What launched this month that changes things? Not every release matters. But some do. If you’re going deep on vertical problems, you need to know when the tools for solving those problems shift beneath you.

These seven questions, asked consistently, will tell you more about your future than any strategy deck. More importantly, they’ll tell you whether you’re still the obvious choice, or just a familiar one.

The speed problem (and the deeper problem beneath it)

There’s an old idea from military strategy, the OODA loop, that boils competition down to tempo. Observe, orient, decide, act. The winner isn’t the one with more resources. It’s the one who completes the loop faster.

For software services, this plays out over months rather than milliseconds. But the pattern is the same: the firm that spots a shift, makes sense of it, decides how to respond, and actually moves before competitors have finished their second observation, gets the position.

Most firms are slow at every stage. But the deeper problem isn’t speed. It’s attachment.

Business development holds onto old certainties because that’s what the incentives reward. Sales bonuses are built on last year’s assumptions. Delivery defaults to the frameworks that worked before, because there’s rarely time to ask whether “worked” still means what it used to.

And then there’s the illusion of learning. Sales experiments with a new pitch. Marketing chases a trend. Delivery tinkers with a new tool. Plenty of activity. None of it connected. The experiments stay isolated. The learning doesn’t compound. The firm does broadly the same things with slightly different lipstick and wonders why it isn’t anyone’s obvious choice.

This is what continuous positioning is actually about: not just speeding up the loop, but creating conditions where the organisation can act on what it sees, instead of defending what it already believes. Because being the obvious choice isn’t a status you achieve once. It’s a position you maintain by continuing to understand your market better than anyone else.

Compound interest, but for seeing

Here’s why this is urgent rather than merely important: the advantage of paying attention compounds.

The more you notice, the more patterns you build. The more patterns you have, the faster you recognise the next shift. The faster you recognise, the sooner you move. The sooner you move, the more you learn from moving.

A firm that starts this now will be dramatically further ahead in a year. Not by twelve months of progress, but by the accumulated recognition that those twelve months enabled.

You can’t catch up later by “paying more attention.” The pattern library takes time. The recognition muscle takes reps. There’s no cramming for this exam.

Making it real

Weekly: What did we notice this week? What surprised us? What didn’t fit?

Monthly: What patterns are forming? What’s changing in the deals we’re winning and losing?

Quarterly: Are we still the obvious choice for who we think we are? What needs to shift?

That’s it. Not complicated. The hard part isn’t the questions. It’s showing up to ask them, writing down the answers, and letting them change what you do next.

Before it’s obvious

By the time something’s obvious, it’s too late to differentiate on it. You’re not positioning. You’re queuing.

The firms that become the obvious choice are the ones that see before the crowd does. Not because they’re smarter. Because they’ve built the habit of noticing, the practice of interpreting, and (critically) the courage to act on what they see while it still feels like a bet.

For software services firms drowning in the sea of sameness, this might be the most important thing you build this year. Not a new service line. Not a rebrand. An attention practice that keeps asking, honestly, what makes us the obvious choice? And then doing something about the answer.

It’s cheaper than a rebrand. And it compounds.

This is part of a series on continuous positioning for software services firms. The first essay, “Why Positioning Is a Practice, Not a Project,” explores why traditional positioning approaches fail in fast-moving markets. Our goal is to help B2B services companies become the obvious choice for their chosen market.

If structured attention is something you’re thinking about, or already doing, we’d love to hear from you.