America's First Fully Automated Waste Container Smart Factory
AARM is building the nation's most advanced AI-driven manufacturing facility for roll-off containers and dumpsters — a joint venture with LG Electronics, engineered around a patented robotic assembly process that runs from raw steel to finished, coated product without manual assembly.
sales
JV equity stake
facility
automated end to end
Raw steel in.
Finished container out.
Seven stations, one continuous line. Every cut, weld, inspection and coat is executed by robotics under AI and digital-twin control. Step through the sequence below.
Drag the drawing sideways to follow the line →
Robotic cutters section raw sheet steel into precise panels — sidewalls, floor, front and rear walls, and fork pockets — feeding each sub-assembly cell downstream.
Drawing is a schematic of the process described in AARM's automated container assembly patent application, publication US 2026/0115823 A1, published April 30, 2026. Not to scale.
A broken industry.
One solution.
Containers sit inside a $250 billion industry the federal government classifies as essential, with roughly 1.3 million units replaced every year. Yet production still depends on manual welding — and the trade is running out of welders, facing a projected national shortage of 350,000 by 2028.
The result is six-month backlogs and 8–14 week lead times that leave the industry's largest national haulers chronically undersupplied. AARM removes the labor bottleneck entirely with a 96–98% automated, AI-driven factory.
See the factory
Watch the engineered walkthrough
LG Electronics produced a full visualization of the AARM line. Enter your details and it plays here.
World-class partners
LG Electronics holds a 25% equity stake in the joint venture, combining direct investment with robotics and equipment financing. Following a competitive RFQ among five South Korean automation firms, LG was awarded the smart-factory design contract and is actively engineering the facility under a Master Supply Agreement signed in 2025.
AARM's facility will be built on the Big River Steel campus in Osceola, Arkansas — a U.S. Steel company at the center of America's most productive steelmaking corridor. Co-location provides 100% recycled steel on site at cost, eliminates inbound freight, and delivers river, rail and interstate logistics no standalone site can replicate.
Sold before day one
Four national distributors with more than 275 combined years of industry experience have signed binding purchase-allocation agreements totaling $2.5 billion across the first five years of production. A further $1.5 billion is forthcoming ahead of launch, bringing anticipated pre-production sales to $4 billion.
Bar segments are proportional to committed volume. Distributor identities are disclosed under NDA during formal due diligence.
An automated process.
A patented moat.
The entire line is orchestrated by AI and a digital-twin control system, achieving 96–98% automation and standardizing quality at a scale fragmented, labor-dependent manufacturers cannot match.
Because the sequence itself is protected — not just the container design — the barrier to replication is procedural as well as mechanical. A competitor cannot buy the same robots and arrive at the same line.
- Container design patents (2014–2025)
- International design patent (2022)
- Automated container assembly — systems & methods
- Additional utility patents pending
Application 19/061,882 · Publication US 2026/0115823 A1
Published April 30, 2026 · Inventors D. W. Melancon Jr., C. Hendricksen
The team building America's factory
Wayne Melancon is the Founder and Chief Executive Officer of AARM. A graduate of Liberty University (B.S., Business & Sports Management, 1992), he went on to build Land Tech Group — a full-service landscape, hardscape and concrete pool design/build firm that has operated in Central Virginia for more than 30 years and earned national recognition, including a Belgard Hardscapes Project Excellence Award and back-to-back Association of Pool & Spa Professionals Distinction Awards.
Over the past 15 years, Wayne has worked across the waste and recycling industry as both an end user and an operator in container delivery and logistics. That firsthand experience exposed a persistent, worsening problem: chronic production inefficiency in an industry still dependent on manual welding labor.
Recognizing that fragmented, labor-dependent manufacturing could not meet growing demand, he founded AARM to solve the problem at its root — architecting a highly automated, robotics-driven model designed to standardize and dramatically scale container production, alongside the LG Electronics joint venture behind it. He is the inventor of AARM's core patent portfolio.
Leads capital structure, investor relations and long-term fiscal strategy across AARM's equity, debt and hybrid financing.
Drives large-scale automation and facility integration. Co-inventor of AARM's automation system and owner of the company's operating and production model.
Request the
project briefing
Detailed project materials are shared on request rather than published. Tell us who you are and what you're working on, and we'll follow up directly.
- Your request goes to Wayne Melancon, copied to Reece Melancon.
- We read it and reply by email, usually within two business days.
- Where there's a fit, we send the briefing materials to you directly.