Aug 25, 2025 · essay

The Future Scrap Yard: Fewer People, More Power

Originally published on LinkedIn, August 26, 2025.

“Scrap yards may employ fewer people in the next decade — but the people they keep will matter more than ever.”

That line might sound provocative, but it isn’t science fiction. It’s already happening in other industries, and it’s only a matter of time before scrap follows suit. The industry may be slower to adapt than most, but that only makes the shift sharper when it finally hits.

The Global Shift in Work

Manufacturing is the clearest example. China has led the way in building hyper-automated factories where output is higher, quality is tighter, and the number of people on the floor is a fraction of what it once was. As production reshoring accelerates in the U.S., companies here are adopting the same mindset: cut costs, reduce labor dependence, and increase efficiency to remain competitive.

But the real inflection point isn’t just physical automation — it’s cognitive automation.

For about $20 a month, anyone can subscribe to an AI model that gives them instant access to PhD-level knowledge across almost any domain. Knowledge has been commoditized. It’s no longer the scarce resource.

That changes the rules of the game. The new advantage is no longer the specialist who spent years stockpiling expertise. It’s the person who can articulate a problem clearly, direct AI agents toward solutions, and then implement those solutions.

The edge goes to the systems thinker — the person who can zoom out to understand the big picture and zoom in when details matter. The ones who can orchestrate, not just execute.

The Scrap Industry Case Study

Scrap has always lagged in adopting new technology, and that lag is visible everywhere.

Look through the ReMA directory and you’ll find page after page of companies with websites that look like they haven’t been updated since 2005. If their public-facing digital infrastructure is that outdated, what does that say about the systems they use to run their operations?

This isn’t just about aesthetics. It’s cultural. Scrap has been built on tradition, muscle, and risk-aversion. Those traits have value — but they also mean the industry is walking into this global shift unprepared. And because the lag is so wide, the gap between early adopters and laggards is going to be even more dramatic here than in other industries.

The Technology Arriving Now

This isn’t speculation. The technologies that will reshape scrap are already here.

• Sortation systems: LIBS, XRT, and AI-driven vision systems now sort more accurately and consistently than human pickers — at speeds no manual crew can match.
• Robotics: Humanoid robots are being tested right now. Within a decade, they’ll be capable of torching, sorting, and handling heavy material — all the repetitive and dangerous work that has historically relied on bodies on the ground.
• AI agents: Billing, logistics, dispatch, compliance, even customer communication — every clerical task that once required an office staff is being handed off to intelligent agents.

In short: nearly every function of a scrap yard has a credible path toward automation. The pieces are here. It’s not a matter of if, but when they get integrated.

The One-Employee Yard

As a thought experiment, imagine a yard that runs with a single employee.

• The machines and robotics handle the material.
• The AI agents handle the paperwork, scheduling, compliance, and communication.
• The one human being left isn’t swinging a torch — they’re orchestrating the system. They monitor flows, troubleshoot when something misfires, and direct machines and agents toward results.

It sounds extreme, but it’s not far-fetched. Within 10 years, it’s entirely plausible. The barrier isn’t invention — the technologies already exist. The barrier is integration. And integration moves a lot faster than most people realize.

The Paradox of Leaner Companies

This is the paradox: as companies get leaner, the importance of each individual goes up.

New hires are already trending toward zero. That trend will only accelerate. But the employees who remain will be exponentially more valuable. Not because they’re clocking hours or moving material by hand — but because they’re capable of seeing the system as a whole, diving into detail when needed, and using tools to execute.

The survivors won’t be grinders. They’ll be interpreters. Implementers. Orchestrators.

It won’t matter if you’ve mastered one tool or one process. What will matter is whether you can adapt, direct, and integrate across all of them.

The Competitive Edge

Here’s the irony: because scrap is so slow to change, the bar for standing out is shockingly low.

A yard that simply updates its digital presence and adopts basic AI tools already looks years ahead of the competition. A yard that goes further — deploying robotics, automating workflows, leaning into systems thinking — leapfrogs the pack entirely.

The lag is the opportunity. Those who embrace the shift will own the edge. Those who resist it will bleed margin, talent, and relevance until they’re no longer competitive.

In Closing

Scrap yards may employ fewer people in the next decade — but the people they keep will matter more than ever. In some cases, that number may even be one.

The future isn’t optional. It’s already arriving. The only question is: who in this industry will adapt fast enough to survive it?

Views are my own and do not represent my employer.