From Farm to Factory to… Pontifications from a Dave Gray article

AI and your job as a compression

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.

“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?

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.

Read Dave Gray’s Work See How We Build It

Frequently Asked

Questions

More from the blog

Innovators are not one instruction.
AI enablement and adoption · Apr 30, 2026
How to Innovate Your Companies Town Hall / All Hands TRY 2
What's a focus group anyways?
The innovation function · Apr 23, 2026
Innovation Workshops/Focus Groups Don’t Work Anymore
What does a breakout group look like?
The innovation function · Apr 16, 2026
Ask Innovation Leaders “why” 5 Times

Connect your mission to the breakthrough it needs

Innovation work rarely fails for lack of ideas. It fails when what the program knows is spread across systems that don’t share a record. Bring the program, and we’ll show you where it could run on one.

Contracting vehicles

Direct award pathways, no new competition required.

SBIR Phase III

Under 15 U.S.C. § 638(r)(4), a Phase III award derived from Collaboration.Ai’s prior SBIR work may be made without further competition.

DAF DTO BOA

Order through the DAF Digital Transformation Office Basic Ordering Agreement.

Not sure?

We’ll walk through which pathway fits the program. Contact us →