GroundUp: Helping Better Projects Find Their Way to Your Offsite Company

A familiar conversation in offsite construction often begins with, “I have some land, and I’m thinking about putting modular homes on it.” What follows can involve weeks of questions, preliminary drawings, pricing discussions, and explanations about what the factory can actually build. Sometimes that work produces a customer. Other times, everyone discovers the property, budget, and building system never matched.

That is the kind of early uncertainty GroundUp is designed to address. According to its website, the AI-supported platform helps evaluate development sites, create conceptual plans, and compare suitable factories, preliminary economics, and delivery considerations. It brings those pieces together before a developer makes a major commitment. For an offsite company, the potential benefit is a better-informed conversation much earlier in the process.

Your Factory Needs a Decision Schedule Before It Needs a Production Schedule

How Missed Owner and Design Decisions Become Shortages, Rework, and Idle Labor

Walk through almost any modular or offsite factory that is falling behind and someone will eventually point to the production schedule. The line is moving too slowly. One station is backed up. A crew is waiting for material. Another crew is trying to correct something that should have been settled weeks earlier.

Management gathers around the schedule and asks the predictable question: How do we get production back on track?

That may be the wrong place to begin. The production schedule often becomes the place where earlier indecision finally becomes visible, but it is rarely where that indecision started. The real problem may have begun when an owner delayed choosing windows, when an architect revised a wall after engineering had started, when nobody confirmed the HVAC layout, or when the factory was selected after the building had already been designed around another manufacturing system.

By the time those unresolved decisions reach the factory floor, they no longer look like design problems. They look like missing materials, rework, labor inefficiency, quality failures, and late deliveries.

That is why every offsite factory needs a decision schedule before it relies on its production schedule.

The ROAD to Housing Act: What It Means Beyond the Headlines

I’ve been looking for a straight answer about the ROAD to Housing Act. It sounds simple enough until you read the announcements, explanations, and predictions about what it will do for housing. Before long, you realize that understanding the legislation requires asking a few more questions than the headlines usually answer.

For those of us in offsite construction, the question is practical. Will it become easier to finance a project, get it approved, build the homes, and deliver them to people who can afford them? That is the test I would apply before calling any housing legislation a success.

There are reasons to pay attention to this law. There are also good reasons to read carefully before turning its promises into a factory’s business plan.

AI on the Factory Floor: Who Pays While It Learns?

We hear a lot about artificial intelligence helping offsite companies with marketing and sales. It can write an email, help organize customer information, and suggest ways to reach new builders. Those uses are easy to show. Type a request, wait a few seconds, and something appears on the screen.

But walk onto a modular factory floor and ask what AI is doing there. The answers become harder to find. Can it keep production moving? Can it catch mistakes before walls are closed? Can it help a manager avoid starting a home when half its materials are missing?

I believe those are some of the most useful questions our industry can ask. Another question belongs right beside them: Who pays while the factory and the AI company figure out whether the system works?

Research Is Moving Forward

The quieter conversation about production does not mean nothing is happening. Researchers are testing ways to improve scheduling, inspect components, and connect designs with factory equipment. A 2025 review examined 52 studies involving AI and computer models of offsite operations. That is considerable research, but it is not the same as 52 factories successfully using those systems every day.[1]

Is Your Offsite Factory Still Struggling to Make It?

Have you ever driven past a brand-new restaurant, retail store, or service business and immediately thought, “I don’t think they’re going to make it”?

You don’t have any financial statements. You haven’t reviewed their business plan. You don’t know how much money they have in the bank or whether investors back them. Yet something about the operation triggers an instinct that tells you the odds aren't in their favor.

Most of us have experienced that feeling at least once. Sometimes we’re wrong. Every now and then, a business that appears destined to fail surprises everyone and thrives. But more often than not, our instincts are picking up warning signs that may not be obvious individually but become impossible to ignore when viewed together.

I’ve noticed the same thing throughout my years in construction and, more specifically, in offsite construction. New companies appear with attractive logos, professional websites, ambitious announcements, and investors eager to be part of the next big thing. They talk about disrupting the industry, changing the way homes are built, and solving housing shortages that have existed for decades.

Yet after a few minutes, experienced industry people often share the same silent concern.

This company may have already failed.

It just doesn’t know it yet.

Slow Down. Build Better. Fight the Herd Urge.

Fresh Eyes on Modular Construction By Jorie Wisnefski

I recently sat down with Andrew Seelye of G-Pod, who’s been following my Fresh Eyes articles, to talk about what he’s learned from being in the modular industry. We agree that people and industries get too comfortable doing things the way they’ve always been done—a drum I’ve clearly been beating for years. 

He told me stories about entering his company not truly understanding the architecture or engineering side of the business, but he quickly realized that, like any other business, people chase the money. 

I couldn’t stop thinking about sheep, and we all know what happens to sheep in this metaphor. 

People follow along, moving in the same direction, because that’s the direction everyone else is going.

Construction is an industry with a lot of momentum and with good reason. Codes, materials, labor, schedules, supply chains, costs, and experience all shape the way we build. When a system has worked reasonably well for a long time, changing it isn’t easy.

But, as I’ve said before, “we’ve always done it this way” isn’t the same as “this is the best way.”

Andrew was not claiming to have figured out the future of construction.

But he is willing to slow down to figure it out.

Is It Time to Retire Those 50 Tired Modular Home Carriers?

Uni-Frame puts transportation into the home’s structural floor system—and gives factory owners a reason to rethink the cost of everything parked outside.

Walk around a modular home factory, and you can learn quite a bit before you ever enter the production building. Look at the carriers. Some are loaded and ready to leave. Some are waiting for their next assignment. Others have a flat tire, a repair that never quite reaches the top of the list, or enough years behind them to qualify for a retirement party.

Then ask the shipping manager how many are sitting somewhere else. A few may be at jobsites waiting for a set. Others may be waiting to come home. Somewhere, a builder may be wondering when the factory will return the deposit collected to make sure its carrier comes back.

We have lived with this arrangement for so long that it is easy to treat the entire carrier cycle as an unavoidable cost of building modular homes. Uni-Frame gives us a reason to take another look.

Learn, Adopt and Adapt – Three Things Needed for Success

I’ve often wondered why some good ideas find a permanent home in an offsite factory while others never get past a purchase order. Two companies can buy the same equipment, install the same software, or introduce the same production method and end up with entirely different results. One wonders how it ever operated without it. The other wonders why it spent the money.

It would be easy to blame the idea, and sometimes that is exactly where the problem belongs. But I believe we also need to look at what happens between first hearing about something and making it part of the company’s daily routine. That is where enthusiasm meets schedules, budgets, habits, and the people expected to make everything work.

For me, that process comes down to three words: learn, adopt, and adapt. Each has a different job, and approving the purchase doesn't complete any of them. When a company skips one, even a promising improvement can become an expensive reminder of what it hoped to accomplish.