Research
The Coordination Tax
The hidden cost nobody tracks that's capping what your business can become
The Tax Nobody Talks About
There's a tax every business owner pays that never shows up on a P&L statement. No accountant tracks it. No software reports it. But it's there every day — eating hours, burning energy, quietly capping what your business can become.
I call it the coordination tax.
It's the time you spend grabbing data from one place, formatting it, passing it to another place, verifying it arrived, and following up when it didn't. It's not the work. It's the work between the work.
Think about your actual week. How much of Monday was spent doing the thing you're actually good at — the thing that makes you money, the thing that made you start this business — versus how much was spent coordinating?
For most people, the split is brutal: more than half their week is coordination, not work. Your accountant isn't doing accounting. She's collecting receipts from email, punching them into QuickBooks, cross-referencing bank statements, formatting reports, emailing clients. The actual accounting — the judgment, the strategy, the "you should restructure this" conversation — that's a sliver of her week. The rest is moving information from Point A to Point B.
That's the tax.
2,000 Years of the Same Technology
Here's the part that should bother you.
Block published a paper called "From Hierarchy to Intelligence" — Dorsey and Botha tracing 2,000 years of coordination technology. It reframed what I think AI actually displaces. For roughly 2,000 years, human civilization has run on one coordination technology — hierarchy. A centurion passes orders down. Each layer passes them to the next. Every layer exists to coordinate the ones below it.
This is your org chart. This is your business. The owner tells the manager. The manager tells the team. The team tells the vendor. Information flows down, reports flow up, and every single layer takes a cut. Not just in salary — in time, in context loss, in delay, in things getting lost in translation.
The org chart isn't a management philosophy. It's a coordination technology. And for 2,000 years, it was the only one we had.
But that paper was written for companies rebuilding themselves from the inside — Block restructuring as an "intelligence" instead of a hierarchy. This piece is for the person who doesn't have a corporate strategy team. Just a business, a phone, and not enough hours in the day.
What AI Actually Does
Here's where most people get it wrong. They hear "AI" and they think replacement. They think robots taking jobs. They think automation. They picture a factory floor where machines do what humans used to do.
That's not what's happening.
What AI actually does is eliminate the coordination layer. The centurion and the supply chain still exist. The messenger running between them? Gone. The information just flows. The onboarding process that lives in a text thread and a prayer? It becomes a system.
The people don't disappear. But what they do all day — that changes completely.
I saw this in my own work. I mapped a full week once — Tuesday through Thursday was coordination. All of it. Pulling context from one tool, formatting it for another, verifying it arrived, following up when it didn't. I thought I was running a company. I was running a relay race. The moment I automated the relay — just the handoffs, not the thinking — I got three days back. Not three days of leisure. Three days of the work I actually started this thing to do.
That's the pattern everywhere. The person who spent Monday collecting numbers? She has the numbers by 9 AM now. She's a decision maker. The question isn't "where's the data?" It's "what decision have you been avoiding because you never had clean data on a Monday morning?"
The guy who was the bottleneck — the only person who knew how the whole process worked — he's not holding the machine together anymore. The process runs itself. Now the question is: who can you hand this to? Who have you wanted to develop but couldn't because you were too busy being indispensable?
AI found the connection, surfaced the introduction. But the handshake? That's human. The coordination was the obstacle. It was never the value.
The Invisible Problem
The hardest part about the coordination tax is that you can't see it. You've always paid it. Your Monday has always looked like that. Your process has always been that slow. Your team has always spent more time on logistics than on leverage.
But for the first time, there is something to compare it to. You can see what Monday looks like without the tax. You can see what your team does when the coordination layer is gone and they're free to do the work they were actually hired to do.
Once you see it, you can't unsee it.
The Five-Step Metabolism
So what do you do about it?
Most businesses, when they hear about AI, start at step five: automate everything. Buy the tool. Install the system. Automate, automate, automate.
That's backwards. You're automating a broken process. Paying the coordination tax at machine speed.
There's a manufacturing framework from Tesla and SpaceX — five steps, in a specific order — that Musk has talked about publicly. It's one of the most useful mental models I've found for this problem. But he built it for factory floors and rocket assembly. What I've found is that the same framework, applied to business operations and service companies, is just as lethal against the coordination tax.
Here's the order:
Step 1: Question. What are you actually doing? Map every process. Every handoff. Every "that's just how we do it." Most businesses have never written this down. The coordination tax hides in "that's just how we do it." I sat with a consulting firm once and asked them to draw their client intake process on a whiteboard. It took them 40 minutes to map it. They'd never seen it laid out. Half the room was shocked.
Step 2: Delete. Before you accelerate anything, find out how much of what you do shouldn't be done at all. This is the step everyone skips, and it's the most valuable one. You cannot optimize a process that shouldn't exist. That same consulting firm had a seven-step client onboarding flow. Three of those steps existed because of a software limitation they'd fixed two years ago. Nobody had removed them. They were paying coordination tax on ghost processes.
Step 3: Simplify. Whatever survived deletion, strip it down. Remove steps. Remove handoffs. Remove approvals that don't add value. But here's the nuance — in a service business, deletion requires asking not just whether a process is necessary, but whether it serves a relationship or cultural function that data alone can't capture. The weekly client check-in call might look like coordination tax. It might actually be the reason they don't churn.
Step 4: Accelerate. Now — and only now — you speed it up. Apply technology to the simplified process. This is where AI comes in, but notice: it's step four, not step one.
Step 5: Automate. The final layer. The process is questioned, pruned, simplified, accelerated, and now it can run on its own. Automation is earned, not assumed.
The order matters. Delete before you accelerate. Simplify before you automate. Most companies start at step five and wonder why their $200,000 AI implementation made everything worse. They didn't eliminate the tax. They automated it.
Human Gates
At every step of that framework — especially Steps 4 and 5 — you have to decide where to place humans.
There's a temptation, once you see the coordination tax, to try to eliminate all humans from the loop. The coordination tax is real. So is human judgment. The answer isn't zero humans — it's humans in the right places.
I think about it as three types of gates. AI drafts, a human reviews — that's a quality gate. Not a lack of trust in the technology. Respect for the stakes. AI surfaces three options with trade-offs, a human picks — that's a decision gate. The analysis can happen at machine speed, but the call that accounts for relationships, timing, politics — context no dataset captures — that stays human.
But the gate I care most about is the relationship gate. This is the one that separates a tool from a presence. AI can schedule the meeting, prepare the brief, draft the follow-up email. But the handshake, the eye contact, the "I trust you with this" — that's not a coordination problem. That's a human moment. And if you automate that, you haven't eliminated the tax. You've eliminated the thing that made the business worth running.
AI handles the plumbing. Humans handle the meaning.
The Question That Changes Everything
Here's what I want you to sit with.
Think about the most talented person in your organization. The one buried in logistics who could be doing extraordinary work. The one whose ideas never get air because their calendar is full of the work between the work.
What would they do if the tax was gone?
That's not a technology question. That's a leadership question.
The coordination tax isn't just costing you money. It's costing you the version of your business that only exists when your best people are free to do their best work.
The technology to dramatically reduce that tax exists today. Not perfectly. Not completely. But enough to change the shape of your week.
The technology is ready. The question is whether you are.
Eddie Belaval is the founder of id8Labs, a studio building AI-native tools for the next era of work. This article is part of a series written for the Presencia workshop — a live demonstration of what happens when the coordination tax disappears from a room full of professionals who've been paying it their entire careers.