Standalone Essay
Standing on the shoulders of Dave Gray

Your Job Is a Compression.
Here's What Survives.

Dave Gray published something in March that I haven't stopped thinking about. He mapped 12,000 years of economic history into a single pattern. Three compressions, each faster than the last. And the third one is happening to your job right now. I've spent 20 years watching what happens when the coordination layer dissolves. Dave nailed the macro. I want to show you the micro.

12,000 Years, One Pattern

The Three Compressions

Same arc every time. Expand. Optimize. Compress. Each one faster than the last.

First Compression
The Farm
Agriculture expanded. Then mechanized. People displaced. The work still got done. Most people were no longer required.
Second Compression
The Factory
Industrial work expanded. Then automated. People displaced. Same arc, 60x faster. Same result.
Third Compression
The Corporation
Coordination work expanded. Then AI arrived. This one isn't finished yet. The curve is still falling.
Right Now
Your job is somewhere on that curve.
The question isn't whether the compression happens. It's which parts of your work survive it.
FARM FACTORY CORPORATION 12,000 YEARS 200 YEARS 50 YEARS

"Every compression follows the same arc. Expand. Optimize. Compress. The work still gets done. Most people are no longer required."

But something always survives.

Barbershops survived all three compressions.
So did restaurants. Therapists. Architects. Coaches. Facilitators.

✂
The Barber
"You don't automate trust."
🍳
The Chef
"Taste is a feedback loop."
💬
The Therapist
"Healing requires presence."
✍
The Architect
"Design is dialogue."
🤝
The Facilitator
"Connection is the product."
🌱
The Coach
"Growth is relational."

Dave Gray calls this the practice economy. I call it the relationship graph operating at the individual level.

The through-line: every practice that survived compression has short feedback loops, personal reputation as currency, and the relationship IS the product. Distance is what enables extraction. Proximity is what enables trust.

So what happens when you apply this to YOUR corporate job?

Interactive

The Work Autopsy

Here are 12 tasks that fill a typical corporate week. Click each one to classify it: AI replaces this or this survives. Then run the autopsy.

Writing status updates
Click to classify
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Scheduling meetings
Click to classify
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Routing approvals
Click to classify
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Compiling reports
Click to classify
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Managing vendors
Click to classify
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Onboarding new hires
Click to classify
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Running training sessions
Click to classify
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Reviewing budgets
Click to classify
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Coaching a struggling team member
Click to classify
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Facilitating a hard conversation
Click to classify
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Building cross-functional trust
Click to classify
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Mentoring someone's career
Click to classify
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The surviving tasks form a relationship graph. That's your practice.
The Reframe

You Don't Have to Wait for the Compression to Finish

Dave's insight is that the practice economy always comes back. Here's what I'd add: you can start rewiring now. You don't need permission. You don't need a new title. You need three honest moves.

Move 01

Audit Your Calendar

Look at last week. How many hours were coordination (meetings about meetings, status reporting, approval routing) vs. relationship work (coaching, facilitating, building trust)? That ratio IS your compression risk. If it's 80/20 coordination, you're exposed.

Move 02

Build Your Practice Before You Need It

"What do people already come to you for?" That question, straight from Dave Gray, is the most honest career diagnostic I've ever heard. The answer is your practice. Not your title. Not your department. The thing people seek you out for when they have a real problem.

Move 03

Make Your Reputation Portable

Your LinkedIn title is corporate. Your reputation should be a relationship graph. Every person who would vouch for your work is a node. Every introduction you've made is an edge. That network is your post-compression career. Start building it before the compression finishes.

Dave Mapped the Macro.
We Build the Micro.

If you want to understand the compression, read Dave. If you want to rewire your organization's relationship infrastructure before the compression finishes, that's what we do.

Frequently Asked

Questions

What is the practice economy?

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A term coined by Dave Gray in his Substack "School of the Possible." It describes the economy of work that has survived every major economic compression in human history: barbershops, restaurants, therapy, architecture, coaching, facilitation. The defining characteristic is that the relationship IS the product. Short feedback loops, personal reputation as currency, and proximity instead of distance. When corporations compress (as they are now, driven by AI), the practice economy is what remains.

What corporate jobs will AI replace first?

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Coordination work. The tasks that exist to route information between humans: writing status updates, scheduling, compiling reports, routing approvals, managing spreadsheets. These are the corporate equivalent of what mechanization did to farm labor and what automation did to factory work. AI doesn't replace relationship work (coaching, facilitating, mentoring, building trust), because those require presence, judgment, and personal reputation.

How do you measure relationship work?

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Not with traditional KPIs. Relationship work compounds over time and resists quarterly measurement. Better questions: How many cross-functional connections did you create this quarter? How many people sought you out for advice without being assigned to? How many introductions turned into ongoing collaborations? These are relationship graph metrics. They measure the infrastructure that survives compression.

What's the difference between coordination and relationship work?

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Coordination work routes information: scheduling, reporting, approving, compiling. It exists because humans can't process everything simultaneously. AI can. Relationship work creates trust: coaching, facilitating, mentoring, building cross-functional bridges. It exists because humans need other humans to grow, decide, and commit. AI can't replace that. The test: if an AI agent could do the task without anyone noticing the difference, it's coordination. If removing the human would break the outcome, it's relationship work.

Who is Dave Gray?

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Dave Gray is the author of "Liminal Thinking," co-author of "Gamestorming," and founder of XPLANE. He writes about how people think, learn, and organize at his Substack "School of the Possible." I've known Dave since 2014 through the facilitation and visual thinking community. He's one of the people who shaped how I think about communities as operating systems and relationships as infrastructure. His "Practice Economy" essay (March 2026) is the most useful framework I've read this year for understanding what AI actually changes about work.
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