Shifting from Integration to Coordination: Where the Real Value Lives

Shifting from Integration to Coordination: Where the Real Value Lives

By Trey Reeme, Trabian's Chief Operating Officer

 

I've spent a good chunk of the past year trying to explain Mesh.

Not building it (that's Matt and Junod and Demi and the team); but explaining it to clients, to prospects, to the occasional person at an industry dinner who asks what Trabian actually does these days.

The honest answer is that Mesh is hard to explain because it's doing something that didn't have a name for a long time.

A book hit Matt's desk recently called Reshuffle. His peer group had been passing it around. It lays out an analogy from the shipping industry, specifically how containerized shipping created an explosion of value that had nothing to do with who owned the ships or what was in the containers. The value was in the coordination layer. Those who were great at coordinating became extraordinarily wealthy not by manufacturing goods, but by becoming efficient coordination hubs.

One line stopped Matt, and he shared it with me:

"The more fragmented the system and the more diverse the incentives of the players, the greater the value in aligning them to work together. Coordination, once a deadbeat managerial function, is now the most valuable function in the modern economy. This is why the most valuable businesses today are no longer those that own production, but those that coordinate it."

That's not a description of a software product.

That's a description of what Mesh is actually trying to be.

 

The Layers, in Ascending Order of Value

As our team has worked through the Mesh story, an interesting model has emerged: three layers, each one unlocking the value of the one beneath it.

 

Layer 1: Connections and Constraints

This is what most people mean when they say "integration platform" or "middleware." Raw connectivity. Permissioned APIs on top of it. The foundation. It's what Core10 started on, and it's what we've spent the past year maturing and hardening. Without it, nothing else works.

But if this is all you are, you're a utility. A necessary one, but still just a utility.

 

Layer 2: Context and Capability

This is where intelligence, human or artificial, gets to work. The APIs aren't just connected. They're usable. You can design workflows, execute them, observe how they run, and react when something changes. You're giving your users the ability to build and operate things on top of the foundation, not just wire into it.

This is meaningful, and it's where a lot of the industry's current excitement lives.

But this second layer is still just capability waiting to be deployed. Which brings us to…

 

Layer 3: Collaboration and Coordination

Reshuffle describes what it calls the "coordination gap," the divide between what today's coordination mechanisms handle well and what most economic activity actually requires.

The book puts it plainly: current systems are excellent at managing structured, repeatable processes. They fall apart when consensus is needed in uncertain environments.

That's not a niche edge case; it's the backbone of how financial services actually works.

Here's what the book says about AI in this context:

"This is precisely why artificial intelligence matters — not so much as a tool for improving productivity through automation, but as a mechanism for coordinating what has so far remained uncoordinated."

 

We've all spent the last year watching practically every business mind (no matter the industry) debate whether AI is going to replace jobs, supercharge automation, write code, summarize documents. All of those things are real. But the frame is off.

What's exciting to us is what AI can do as a coordination layer: sensing, modeling, reasoning, acting, and learning across systems that have never worked together before.

That's the coordination gap. And in financial services, it's enormous.

 

Why Financial Services Is Exactly Here

Banks and credit unions run on fragmented systems. Core systems written before the internet. Digital banking platforms layered on top of those. Payment rails that speak different languages. Third-party vendors with their own APIs, their own failure modes, their own incentives.

The more fragmented the system, the greater the value in aligning it.

Connectivity, the first layer of Mesh, was table stakes to enter the market. Capability, the second layer, is a prerequisite to being useful. Coordination, the third layer, is where durable value gets built.

It’s not because we decided that; it’s because that's how coordination platforms work. The ones that win aren't the ones that process the most transactions, but instead are the ones that become indispensable to the actors around them.

 

What We're Building Toward

We're not going to pretend Layer 3 is fully built. We're actively working through what coordination actually looks like in practice: how AI steps get embedded inside durable workflows, how human-in-the-loop decisions get made across fragmented institutional actors, how the unstructured becomes structured enough for intelligence to actually help.

But the direction is clear.

The question for us, and for any platform operating in this space, is whether you can become the coordination layer. Not the integration layer. Not the middleware. The place where fragmented systems and fragmented actors get aligned around shared outcomes.

The most valuable businesses today are no longer those that own production, but those that coordinate it.

We're building toward that.