Highlighting the thinkers and their ideas driving the evolution of Offsite Construction.
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photo – Quality Homes “The Bluewater” elevation B
photos – Frame Cad
photo – Quality Homes “The Bluewater” elevation B
Walk into almost any offsite factory and ask who’s really in charge of operations, finance, or long-term strategy, and you’ll usually get a confident answer followed by a quiet reality check. The titles are there, the responsibilities are assigned, but the experience behind them is often still developing. That’s not a knock on anyone—it’s simply how this industry has grown up.
We promote from within, we wear multiple hats, and we figure things out as we go. It’s part of the culture, and in many ways, it’s admirable. But it also creates blind spots that don’t show up until margins start slipping or production slows down for reasons nobody can quite explain.
Fractional management is a simple concept wrapped in a slightly pretentious name. It means bringing in an experienced executive—COO, CFO, or sales leader—on a part-time or project basis instead of hiring them full-time. You get the expertise without committing to a full-time salary and benefits package.
In plain terms, it’s like renting experience instead of buying it. You don’t need that executive sitting in an office five days a week; you need their brain applied to your biggest problems at the right time.
In other industries, especially tech and advanced manufacturing, fractional executives are no longer unusual. Companies have realized they don’t need a $200,000-a-year executive to solve problems that require only a few days a month of focused expertise. They need precision, not presence.
Offsite construction, however, has been slower to adopt this mindset. Many owners still think in terms of full-time hires or going it alone, with very little middle ground in between.
The most obvious place fractional leadership shines is in operations. A factory struggling with bottlenecks, inconsistent quality, or scheduling chaos doesn’t necessarily need a permanent COO. It needs someone who has seen these problems before and knows how to fix them without turning the place upside down.
Financial management is another area where the gaps are often invisible until they become painful. Many factories are profitable on paper but constantly tight on cash, unsure where margins are being lost or why projects feel harder to complete than they should. A fractional CFO can step in, connect the dots, and bring clarity without becoming a permanent line item.
Sales and marketing is where things often get even murkier. Some factories rely on a single salesperson, others rely on relationships, and a few rely on hope. A fractional sales leader can build structure, define a real pipeline, and help companies stop chasing every opportunity that comes through the door.
Part of the hesitation comes from pride, and part of it comes from habit. Factory owners are used to solving problems internally, often with limited resources, and there’s a belief that bringing in outside help signals weakness or loss of control. In reality, it usually signals the opposite.
There’s also a misunderstanding of what fractional leadership actually is. It’s not a consultant dropping off a report and disappearing. When done right, it’s hands-on, practical, and focused on results, not theory.
Not every fractional executive is created equal, and this is where companies can get burned. Some have real-world experience running operations, managing teams, and dealing with the daily realities of production. Others have spent more time advising than doing.
The difference shows up quickly. One delivers measurable improvements, while the other delivers well-written recommendations that never quite make it onto the production floor.
Bill Murray brings over 40 years of hands-on operational management experience in the modular and offsite construction industry, offering companies access to seasoned executive leadership on a fractional basis. His career began in the field as a contractor and builder, giving him a ground-level understanding of construction that continues to shape his practical, results-driven approach today.
Transitioning into the manufacturing side of the business, Bill quickly advanced through the sales ranks before stepping into senior leadership roles, ultimately serving as General Manager and COO, overseeing multi-plant operations. His experience spans the full lifecycle of offsite construction, from production and sales to strategic planning and operational execution.
As a fractional executive, Bill works with owners, prospective factory startups, and builder-developers who are evaluating or expanding into offsite construction. He provides high-level guidance without the overhead of a full-time executive, helping companies navigate critical decisions, avoid costly missteps, and improve operational performance.
Contact Bill: [email protected]
Bill’s advisory and consulting work has taken him across the United States, into Mexico, and on international assignments, giving him a broad perspective on different markets, production models, and business challenges. Whether stepping in as a fractional COO, strategic advisor, or operational guide, Bill brings real-world experience and practical insight to every engagement.
Fractional management works best in moments of transition. Startups trying to get their footing, factories looking to scale, and companies feeling that slow, steady erosion of profit are all prime candidates. These are the times when experience matters most and mistakes cost the most.
It also works for owners who recognize that they don’t need to have all the answers, but they do need access to them. That mindset alone often separates companies that grow from those that stall.
No outside executive, fractional or otherwise, can fix a company that isn’t willing to change. If leadership is resistant, defensive, or simply going through the motions, even the best advice will sit unused.
Fractional management is not a shortcut or a magic fix. It’s a tool, and like any tool, it only works when someone is willing to use it properly.
Most offsite factories don’t fail because they lack effort or ambition. They struggle because they wait too long to bring in the experience they need, hoping to grow into it instead of borrowing it when it matters most.
Fractional management isn’t about admitting you need help. It’s about recognizing that in an industry this complex, the smartest move you can make is knowing exactly when to bring the right expertise through the door—and when to let it go.
For decades, the offsite construction industry has relied on people walking the line, checking work, and trusting experience to catch what matters. Most of the time, it works well enough to keep production moving, but not always well enough to protect profits. The reality is simple—mistakes don’t usually happen because people don’t care; they happen because people can’t see everything.
Now imagine a second set of eyes on every station, watching every cut, every fastener, and every install in real time. That’s what Vision AI brings to the production line, and it’s starting to change how factories think about quality, training, and efficiency. Not in a dramatic, headline-grabbing way, but in the quiet, steady way that actually moves the bottom line.
Anyone who has spent time in a factory knows that most costly problems don’t start as disasters. They start as small oversights—a missed fastener, a slightly off layout, a connector that wasn’t installed because someone assumed it was already done. Those little issues travel down the line, picking up cost at every station until they finally show up in the field where they become expensive, time-consuming fixes.
Vision AI interrupts that chain reaction. By monitoring each station as work is being completed, it can flag issues immediately instead of hours or days later. Instead of discovering a problem at the end of the line, the person who made it can correct it on the spot, which is always the cheapest and fastest solution.
Over time, this alone can remove a surprising amount of rework from a factory’s daily operations. Not because people suddenly became better, but because the system made it easier to catch what was already being missed.
One of the quiet challenges in any factory is the slow drift toward “good enough.” It doesn’t happen overnight, and it’s rarely intentional, but over time standards loosen just enough that quality becomes inconsistent. One crew’s acceptable work becomes another crew’s problem, and nobody quite agrees on where the line is.
Vision AI replaces that ambiguity with consistency. It creates a digital benchmark of what correct work looks like and compares every unit against that same standard. There’s no interpretation, no mood, and no “it looks fine to me” judgment call.
That doesn’t eliminate craftsmanship or experience, but it does remove the gray area that often leads to uneven results. When every unit is measured the same way, quality stops being subjective and starts becoming repeatable.
Most factory owners have a general sense of where their bottlenecks are. They know which stations feel slow, which crews are under pressure, and where things tend to back up. What they don’t always see are the small inefficiencies that add up over the course of a day.
Vision AI tracks movement, timing, and workflow patterns across the entire line. It can show where workers are waiting, where materials aren’t staged properly, and where a process consistently takes longer than expected. These aren’t dramatic failures—they’re the kind of small delays that quietly eat into productivity.
When those patterns become visible, they become fixable. A few minutes saved at multiple stations can translate into meaningful gains without asking anyone to work harder or faster. It’s not about pushing people; it’s about removing the friction they’ve been working around.
Training has always been one of the toughest balancing acts in offsite construction. New workers need to learn, but production can’t afford to slow down while they do it. Too often, that means learning happens on the fly, with mixed results depending on who is doing the teaching.
Vision AI introduces a different approach by providing real-time feedback as work is being done. Instead of waiting for a supervisor to notice a mistake, the system can highlight it immediately and show what correct work should look like. That shortens the learning curve without pulling people away from their stations.
It also creates consistency in training, which is something many factories struggle to maintain. When every worker is guided by the same standard, the variability in how people are taught begins to shrink.
One of the most overlooked advantages of Vision AI is the record it creates. Every unit can be documented visually as it moves through production, creating a timeline of what was done, when it was done, and how it looked at each stage.
When a problem shows up in the field, this record becomes invaluable. Instead of relying on memory or assumptions, factory teams can go back and review exactly what left the building. That changes how warranty issues are handled and how internal accountability is managed.
It also builds confidence with builders and developers. Being able to demonstrate quality with actual data and visuals is far more powerful than simply assuring someone that everything was done correctly.
It’s important to say this out loud. Vision AI will not fix a poorly run factory, and it won’t replace strong leadership or clear processes. If anything, it will highlight where those things are missing.
Factories that treat it as a quick solution will likely be disappointed. The real value comes when leadership uses the information it provides to make better decisions, reinforce standards, and support their teams.
Like any tool, it reflects how it’s used. In the right environment, it becomes a quiet driver of improvement. In the wrong one, it becomes just another screen that people learn to ignore.
For years, offsite factories have depended on experienced people to keep quality and production on track, and many have done it remarkably well. But as labor becomes harder to find and margins become tighter, relying on experience alone is starting to show its limits.
Vision AI doesn’t replace the people on the line—it gives them something they’ve never had before: the ability to see everything that matters, all the time. The factories that benefit most won’t be the ones chasing technology, but the ones willing to face what it reveals and make the changes they’ve been putting off.
Sixth in a series on improving the Bottom Line by 1% and more (For a list of all the articles, go to the end)
We’ve all done it.
Bought something at a store or online, brought it home, used it, and felt that quiet disappointment. Not because it was defective, but because it did exactly what the ad said it would do—just not in a way that made your life easier, cleaner, or more efficient.
It worked. It just didn’t work well enough to matter.
You might try to return it, but in most cases, you don’t. There usually isn’t anything significantly better on the market, so you adjust your expectations and move on.
You settle for “good enough.”
Now let’s take that same mindset and apply it to your offsite factory.
If builders and developers begin to see your product as “good enough,” how long do you think you’ll remain their go-to supplier? In a competitive market where every project carries risk, “good enough” doesn’t build loyalty—it invites comparison. It gives your customers a reason to keep looking for someone who might deliver just a little better coordination, a little tighter finish, or a little less hassle in the field.
Reputation in this industry isn’t built on what you promise. It’s built on what consistently shows up on the jobsite.
And “good enough” is never a strong selling point.
The real danger of “good enough” isn’t just external—it’s internal.
Workers on the production line are constantly reading the room. They understand what management expects, what gets flagged, and what gets pushed through. If modules continue to move down the line without issue, even when quality is slipping but still within an acceptable range, a message is being sent whether you intend it or not.
“This is fine.”
Over time, that becomes the standard. Not excellence. Not precision. Just acceptable output that keeps the line moving.
Once that mindset takes hold, it’s incredibly difficult to reverse. Small shortcuts become routine. Minor imperfections are overlooked. Rework becomes part of the process instead of the exception. And because everything still technically “passes,” the deeper problem goes unnoticed until it starts to show up elsewhere.
That “somewhere else” is usually your bottom line.
Service calls begin to increase—not dramatically at first, but steadily. Field crews start making more adjustments. Builders begin compensating for inconsistencies instead of relying on your product to perform as expected. None of these issues is catastrophic on its own, but together they create a slow, persistent drain on profitability.
At the same time, management may eventually decide to raise quality expectations. That’s when friction begins. Workers who have been operating under a “good enough” standard don’t suddenly embrace tighter requirements. From their perspective, they’ve been doing exactly what was expected all along.
And they’re right.
Without ever putting it in writing, management set the standard by what it allowed to leave the factory.
In an industry constantly searching for ways to improve margins, factory owners often look to technology, automation, or purchasing strategies for answers. While those investments can certainly help, one of the most overlooked opportunities is much simpler.
Raise the definition of finished.
A true shift to “quality first” doesn’t require a new production line or a major capital investment. It requires consistency, accountability, and a willingness to stop accepting work that merely passes rather than performs.
When that shift happens, the results are measurable. Service calls begin to decline. Field adjustments become less frequent. Builders start to trust what’s being delivered without second-guessing it. Inside the factory, workers begin to take greater pride in their output, and supervisors spend less time managing problems and more time improving processes.
Quality doesn’t slow production. Poor quality does.
The most powerful changes in a factory rarely come from memos or meetings. They come from actions.
Every module that leaves your facility communicates your standard. If it’s just good enough, that becomes your identity in the market. If it consistently exceeds expectations, that becomes your competitive advantage.
The difference isn’t always dramatic at first, but over time it compounds. Builders remember which factories make their jobs easier and which ones require extra effort. Developers remember which partners deliver predictability and which ones introduce risk.
And in a business built on relationships and repeat work, those memories matter.
“Good enough” is one of the most expensive standards a factory can adopt because it doesn’t feel like failure—it feels like progress. Modules are getting built, shipped, and installed, and on the surface, everything appears to be working.
But behind the scenes, costs are creeping up, expectations are quietly dropping, and your reputation is slowly shifting in a direction you never intended.
If you want to add 1% or more to your bottom line, don’t start by looking for something new. Start by tightening what you already have.
When a factory truly commits to quality first, service calls drop, efficiency improves, and profitability follows close behind.
Other articles in this series:
When Developers and Builders Go Modular, the Learning Curve Is Steeper Than Expected
The Offsite Factory Warranty Loop That Never Closes
The Quiet Profit Killer: “When Factory Quality Slips Before It Ships”
Overhead Creep: The Silent Killer of Factory Profits
Profitable on Paper, Broke on Friday: The Cash Flow Trap
If you are serious about continuous improvement, reach out to us via email.
We’ll schedule a brief phone call to explore the possibilities. Contact Gary at: [email protected], contact Bill at:[email protected]. We’ll respond promptly and schedule a brief call.
There’s a growing narrative that factory-built housing might be the future. In Vermont, that conversation is getting louder as the housing shortage tightens its grip on families, workers, and entire communities. But here’s the part that gets lost in all the policy talk and media coverage—this isn’t some experimental idea waiting to be proven. It’s already working inside factories like Huntington Homes, and if more people actually walked a production line instead of sitting through presentations, the conversation would sound very different.
I had the opportunity to visit Huntington Homes in Vermont a while back, and I walked away genuinely impressed. The factory was clean, organized, and efficient in a way most onsite builders would struggle to match. You could see quality being built into the home at every stage instead of being inspected later. This wasn’t marketing language or a polished tour—it was real production, happening in real time.
Jason Webster, co-president and owner of Huntington Homes
If I were building a new home in Vermont today, they would be at the top of my list. That opinion isn’t based on a brochure or a sales pitch. It’s based on what I saw firsthand on that factory floor.
Huntington builds in modules ranging from 400 to 700 square feet, which can stand alone or be combined into larger homes and multi-unit buildings. Each module begins at one end of the factory and moves steadily from station to station, with the final stop adding doors, kitchens, and bathrooms. What looks like construction from the outside is actually a controlled manufacturing process on the inside.
That distinction matters because manufacturing brings consistency. Every crew works in sequence, every step is repeatable, and every module benefits from the same level of oversight. That’s a completely different approach from the variability of a traditional jobsite.
It takes about 96 hours to build a house in the factory, but the real advantage isn’t just speed—it’s predictability. Houses come off the line at a regular pace, unaffected by the conditions outside. Unlike site-built homes, where weather can shut down progress for days at a time, Huntington keeps building regardless of rain, snow, or cold.
As one team member put it, they don’t have to shovel snow to start the day or wait for driveways to be sanded before deliveries arrive. They don’t lose time because of weather, and that alone changes how projects can be planned and executed. Builders and developers gain something they rarely have in traditional construction—a schedule they can actually trust.
Vermont isn’t looking at factory-built housing because it’s fashionable. The state is dealing with a serious housing shortage, a limited labor pool, and rising construction costs that continue to slow development. Traditional methods are struggling to keep up, and factory-built housing offers a different path—one that emphasizes speed, consistency, and controlled conditions.
However, the benefits only materialize when the factory itself is understood and supported properly. This isn’t a plug-and-play solution where you simply switch from site-built to modular and expect everything to improve. The factory becomes the center of the entire process, and everything else—design, financing, scheduling, and site work—has to align with it.
In modular construction, the factory isn’t just a supplier. It’s the engine that drives the entire project. When it’s running efficiently, like Huntington Homes, it produces a steady flow of high-quality modules that allow projects to move forward with fewer surprises. Developers can plan with more confidence, timelines tighten, and the overall process becomes more predictable.
But factories also require consistent demand and strong management. They are manufacturing operations, not jobsite operations, and they don’t adapt well to stop-and-start project pipelines. That reality needs to be understood by anyone who expects factory-built housing to scale in a meaningful way.
There is still a disconnect between how factory-built housing is discussed and how it actually works. Too many conversations frame it as a new or unproven idea, when in reality the systems, processes, and quality have already been established. The issue isn’t whether modular construction works—it clearly does.
The issue is whether decision-makers truly understand the level of coordination and discipline required to make it successful. A few tours and public hearings won’t provide that understanding. It comes from spending time on the factory floor, watching how production flows, and seeing firsthand how every part of the process is connected.
If Vermont wants factory-built housing to play a serious role in solving its housing shortage, the focus needs to shift from theory to execution. Factories like Huntington Homes demonstrate what’s possible when the process is done right—clean environments, efficient workflows, consistent quality, and predictable schedules.
I’ve seen it, and it works. The question isn’t whether factory-built housing can deliver. The question is whether policymakers, developers, and lenders are willing to take the time to understand that the factory isn’t just part of the solution—it is the solution. Until that happens, we’ll keep talking about the future of housing instead of building it.
Fifth in a series on improving the Bottom Line by 1% and more (For a list of all the articles, go to the end)
Paper profits don’t pay bills—timing does, every single time.
There’s an uncomfortable truth in offsite construction that most owners, GMs, and even seasoned builders don’t like to talk about until it’s too late. You can be profitable on paper, busy in production, and still feel like you’re one delayed draw away from a sleepless night.
I’ve lived this from both sides—first as a General Contractor juggling multiple builds with draws as my lifeline, and later inside modular factories where the numbers looked great… until the timing didn’t.
Cash flow isn’t just a financial metric. It’s oxygen. And when it gets tight, everything else—quality, morale, decision-making—starts to suffocate.
One of the biggest misconceptions I see, even today, is confusing profitability with liquidity.
Factories can show solid margins on every module rolling off the line. Builders can have signed contracts with healthy spreads. But neither of those matter when payroll hits on Friday and the draw that was “supposed to come in” is still sitting in someone’s inbox waiting for approval.
Offsite construction amplifies this problem. Unlike site-built homes where costs and progress often move in smaller increments, factories front-load labor, materials, and overhead. By the time a module leaves the building, a significant portion of the cost has already been spent.
If the draw schedule doesn’t match that reality, the factory becomes the bank.
And that’s a dangerous place to be.
It doesn’t take much for things to go sideways.
A missing inspection.
A delayed sign-off.
A lender asking one more question.
A developer waiting on their own funding source.
Suddenly, a draw worth hundreds of thousands—or even over a million dollars—is delayed.
The factory still has to pay for materials already installed. The crew still expects their paycheck. Vendors don’t accept “the draw is coming” as payment.
That’s when reality turns into stress.
And here’s the part no one wants to admit: it’s rarely just one delay. Once the rhythm is broken, delays tend to stack.
If there’s one place where a 1% improvement can turn into real money, it’s here.
Too many factories and builders accept draw schedules that are based on tradition instead of actual cost flow.
The smarter operators take a different approach. They reverse-engineer their cash needs.
They know exactly how much cash is required at each stage of production—not just in total, but weekly. They align their draw requests to those real costs, not generic milestones.
Instead of “25% at set, 25% at delivery,” they push for structures that reflect factory reality—material deposits upfront, progress-based draws tied to production stages, and faster approval cycles.
It’s not about being aggressive. It’s about being accurate.
Here’s a question I’ve asked more than a few factory owners over the years:
“How do you know your next draw will actually cover what you need?”
Too often, the answer is a version of, “It should.”
That’s not a system. That’s hope.
The factories that consistently avoid cash crunches have a rolling cash flow forecast that looks out at least 60 to 90 days. They don’t just track totals—they track timing down to the week.
They factor in:
Incoming draws and their realistic approval timelines.
Vendor payment terms and actual due dates.
Payroll cycles.
Tax obligations.
Transportation and set costs.
They stress-test their numbers. What happens if a draw is delayed two weeks? What if material costs spike mid-project? What if a builder slows down approvals?
When you run those scenarios in advance, surprises become manageable instead of catastrophic.
There’s an unspoken tension between builders and factories when it comes to cash flow.
Builders are often waiting on their own draws from lenders or investors. Factories are waiting on the builder.
When things go smoothly, no one notices. When they don’t, both sides feel like the other is the problem.
In reality, both are often victims of the same issue: misaligned expectations and poorly structured draw schedules.
The best relationships I’ve seen are the ones where both sides sit down early—before contracts are signed—and walk through the cash flow together. Not just the total project cost, but the timing of every dollar.
It’s not glamorous work. But it prevents a lot of uncomfortable phone calls later.
Improving cash flow by even 1% doesn’t come from one big change. It comes from tightening the small things that most people overlook.
Faster and cleaner documentation for draw requests.
Clear responsibility for approvals on both sides.
Daily visibility into production progress tied to billing milestones.
Proactive communication when something might delay a draw.
None of these sound revolutionary. But together, they create predictability.
And predictability is what keeps the doors open.
Cash flow problems rarely show up all at once. They creep in quietly—one delayed draw, one underestimated cost, one assumption that “it will work itself out.”
Then one day, you’re profitable on paper and scrambling in reality.
If you’re running a factory or developing projects right now, ask yourself one simple question: Do I know, with certainty, what my cash position will be 60 days from today if two things go wrong?
If the answer is anything less than a confident yes, there’s an opportunity sitting right in front of you to improve your bottom line by far more than 1%.
And if you want a second set of eyes to help you find it before it finds you, you already know how to reach me.
Other articles in this series:
When Developers and Builders Go Modular, the Learning Curve Is Steeper Than Expected
The Offsite Factory Warranty Loop That Never Closes
The Quiet Profit Killer: “When Factory Quality Slips Before It Ships”
Overhead Creep: The Silent Killer of Factory Profits
If you are serious about continuous improvement, reach out to us via email. We’ll schedule a brief phone call to explore the possibilities. Contact Gary at: [email protected], contact Bill at:[email protected]. We’ll respond promptly and schedule a brief call.
Fourth in a series on improving the Bottom Line by 1% and more (For a list of all the articles, go to the end)
I’ve talked to more than a few factory owners over the years who all say the same thing in slightly different ways. Sales are steady. Backlogs look decent. The plant is busy. And yet, at the end of the quarter, the profits aren’t where they should be.
No one can point to a single disaster. No massive estimating mistake. No catastrophic project failure. Just… less money than expected.
That’s when I usually bring up something most people don’t want to hear about because it sounds too simple to be dangerous.
Overhead creep.
Overhead creep isn’t a line item. It doesn’t show up as a glaring red flag on a financial report. It’s not a bad investment or a failed expansion. It’s the accumulation of small decisions, made by good people, for reasonable reasons, that slowly chip away at your margin.
It happens quietly. A design tweak here. A favor for a builder there. An extra step on the production line that was supposed to be temporary. A service call that “just needed to get done.”
Individually, none of them seem worth talking about. Collectively, they can take one percent—or more—right off your bottom line. And most factories never see it coming.
Let’s talk about that one percent.
If your factory does $20 million a year, 1% is $200,000. That’s not a rounding error. That’s real money. That’s additional staff, upgraded equipment, or pure profit that should have been there.
But here’s the problem. One percent doesn’t feel urgent. It sounds small. Manageable. Almost not worth the argument it might take to stop it. So the decisions that create it get justified.
“It’s just this one job.”
“We need to keep this builder happy.”
“We’ll make it up on the next project.”
You almost never do.
Overhead creep doesn’t live in one department. It spans your entire operation, and every department contributes in its own way.
It often starts in design. A builder asks for a small change. Nothing major. The design team accommodates it, maybe without fully pricing the additional time. Then it happens again. And again.
Before long, those “one-off” details aren’t one-off anymore. They become expected. Your design department is doing more work for the same revenue, and nobody has formally acknowledged the shift.
Sales wants to close deals. That’s their job. So they add a feature here, smooth over a concern there, and sometimes stretch what the factory can realistically deliver without added cost.
Production inherits those decisions.
Now the floor is figuring out how to build something that wasn’t fully accounted for. It takes longer. It disrupts flow. It introduces rework. And the margin that looked fine on paper starts disappearing before the first module is finished.
Walk through almost any factory and you’ll find them—those extra steps that weren’t part of the original process. Someone added them to solve a problem. A good intention. A quick fix. But no one ever removed them.
So now every module carries a little extra labor. A few extra minutes here and there. Multiply that across hundreds or thousands of modules, and you’ve created a permanent drag on efficiency.
This one has been a problem for decades. Something goes wrong at the jobsite. A crew is sent out. The issue gets fixed. Everyone moves on. Except the root cause was never addressed.
Design doesn’t hear about it. Production doesn’t change anything. So the same issue happens again on the next project. And the next. You’re not just fixing problems. You’re paying for the same mistake over and over again.
Then there’s the overhead you can see—but don’t question.
An extra position gets added to “help.” Another software subscription gets approved. Meetings get longer and more frequent, but not necessarily more productive. None of these decisions feel excessive on their own. But together, they quietly increase your fixed costs without improving output.
The reason overhead creep is so dangerous is because no one owns it. Each department has a valid explanation for what they’re doing. Design is helping sales. Sales is supporting revenue. Production is solving problems. Service is keeping customers happy. Individually, they’re all right. Collectively, they’re bleeding margin.
Leadership often focuses on the big picture—growth, backlog, new opportunities—while these small leaks go unchecked. And culturally, most factories avoid pushing back because they don’t want to create friction internally or with their customers.
So the creep continues.
One small inefficiency doesn’t matter much. Ten starts to get noticeable. Fifty begins to hurt. A hundred, and you’re working just as hard as ever, maybe harder, but the financial results don’t reflect it.
Factories rarely lose money on a single big event. They lose it slowly, through a series of small, accepted compromises.
You can usually spot overhead creep before it becomes a crisis—if you’re willing to look.
Margins begin to decline even though pricing hasn’t changed. Rework becomes more common but is treated as routine. Design teams are busier than ever, but not generating additional revenue. Service calls feel like part of the normal workflow instead of exceptions. And the most telling sign of all?
“We’re busier than we’ve ever been, but we’re not making the money we should be.”
The solution isn’t complicated, but it does require discipline. It starts with paying attention to the small things you’ve been ignoring. Questioning processes that have quietly changed over time. Making sure every change, every favor, every added step is either justified or eliminated.
It means closing the loop between the jobsite and the factory so problems get fixed once, not repeatedly. It means holding the line on pricing and expectations, even when it’s uncomfortable.
Most of all, it means someone has to take ownership of protecting margin—not just chasing revenue.
Overhead creep doesn’t show up with a warning label. It builds quietly through decisions you barely remember making and processes nobody ever revisited. By the time you feel it, you’re not asking what went wrong—you’re asking where the profit went. If any part of this article sounds familiar, it’s probably already costing you more than you think.
This is exactly the kind of problem Bill and I work through with factory owners—finding the leaks, challenging the assumptions, and helping you get that lost 1% back before it becomes 3% or 5%. If you’re seeing the signs, don’t wait for the next quarterly surprise. Reach out. This is fixable—but only if you decide to fix it.
Other articles in this series:
When Developers and Builders Go Modular, the Learning Curve Is Steeper Than Expected
The Offsite Factory Warranty Loop That Never Closes
The Quiet Profit Killer: “When Factory Quality Slips Before It Ships”
If you are serious about continuous improvement, reach out to us via email. We’ll schedule a brief phone call to explore the possibilities. Contact Gary at: [email protected], contact Bill at:[email protected]. We’ll respond promptly and schedule a brief call.
Third in a series on improving the Bottom Line by 1% and more (For a list of all the articles, go to the end)
There’s a quiet frustration echoing across job sites in the offsite construction industry—and it doesn’t come from the cranes, the weather, or even the schedules. It comes from something far more preventable.
It’s the service call that shouldn’t have happened.
Talk to any builder, set crew, or finish contractor working with modular or panelized systems and you’ll hear the same stories. Doors that don’t quite line up. MEP connections that require “field creativity.” Trim details that look great in the factory but fall apart during transport or installation. None of these are catastrophic. But all of them cost time, money, and reputation.
And here’s the part that should concern all of us: most of these issues have already happened before.
At the jobsite, problems are seen immediately. They’re touched, worked around, sometimes cursed at, and eventually corrected. A good set crew or builder figures it out. They always do.
But what happens next?
In too many cases… nothing.
The superintendent might snap a photo. The builder might mention it to their sales rep. A service technician might file a report—if there is a formal process. But that information rarely makes its way back to the people who can actually fix the root cause in a structured, actionable way.
Not the symptom. The cause.
That disconnect is where the real cost lives.
Most factories have some form of a service or warranty department. They handle callbacks, dispatch techs, and try to keep customers satisfied. And they work hard—often under pressure and with limited resources.
But they’re usually positioned at the end of the line, not the beginning.
They fix what’s broken after delivery. They don’t always have the authority—or the system—to feed those recurring issues back into design standards, engineering reviews, or production processes.
So what happens?
The same issue shows up again on the next project. And the next. And the next.
It becomes normalized.
“We always have to adjust that in the field.”
That sentence should make every factory owner uncomfortable.
The offsite industry prides itself on precision, repeatability, and continuous improvement. But you can’t improve what you don’t measure—and you can’t fix what never gets formally reported.
What’s missing isn’t awareness. It’s structure.
There needs to be a closed-loop feedback system where:
The jobsite documents the issue clearly
The service team categorizes and tracks it
Patterns are identified across multiple projects
And most importantly—someone with authority acts on it
That “someone” can’t just be customer service.
It has to include engineering, production management, and even executive leadership when needed.
Because if a problem originates in design or on the production line, that’s where it needs to be solved.
One of the biggest gaps I’ve seen over the years is between design intent and field reality.
A detail might look perfect on paper. It might even work flawlessly on the factory floor. But once that module is transported, set, and connected in the real world, things change.
Gravity shows up. The weather shows up. Human variability shows up.
And unless those real-world conditions are fed back into the design process, the same “perfect” detail keeps causing imperfect results.
This is where factories that invite feedback—and act on it—separate themselves from those that don’t.
Let’s talk about a tough truth.
Sometimes, a production shortcut makes sense in the factory… but creates a problem in the field.
Maybe it saves five minutes per module. Maybe it simplifies a task for a line worker. But if it adds two hours of rework on-site, was it really efficient?
Without a feedback loop that connects production decisions to jobsite consequences, those trade-offs never get evaluated properly.
And the factory keeps optimizing for the wrong outcome.
Here’s another issue: most factories don’t fully track the true cost of warranty and service issues.
They might track labor for service techs. They might track parts. But do they track:
Builder frustration?
Lost repeat business?
Damage to brand reputation?
Delays that ripple through a developer’s entire schedule?
Those costs don’t show up on a spreadsheet—but they’re very real.
And they add up faster than anyone wants to admit.
Let’s keep this practical. There are hundreds of ways to improve service and warranty performance, but here are five that too many factories still overlook.
First, create a standardized jobsite feedback form that every builder and set crew uses. Not optional. Required. Make it simple, visual, and consistent.
Second, assign one person—just one—to be responsible for collecting, categorizing, and reporting recurring issues. If it’s everyone’s job, it becomes no one’s job.
Third, hold a monthly “warranty review” meeting that includes production, engineering, and service. Not just a report—an action session.
Fourth, tie recurring issues to root-cause analysis, not quick fixes. If the same problem appears three times, it’s no longer a coincidence.
And Fifth, close the loop. When a change is made, communicate it back to the field so builders and crews know they were heard.
That last one matters more than you think.
For an industry that prides itself on building in a controlled environment, we’ve done a surprisingly poor job of controlling our feedback loops.
We’ve gotten very good at fixing problems.
We haven’t gotten nearly as good at preventing them.
The factories that will lead the next decade of offsite construction won’t just be the fastest or the most automated. They’ll be the ones that listen the best—and act on what they hear.
Because out on the jobsite, the truth is always visible.
The question is… does it ever make it back to the people who can do something about it?
If this is something you’re seeing—or even quietly worrying about—in your factory, you’re not alone. Many owners and managers are dealing with the same challenges but aren’t sure where to start or who to ask.
If you’d simply like to understand it better, reach out to me at [email protected]. No pressure, just a conversation.
Other articles in this series:
When Developers and Builders Go Modular, the Learning Curve Is Steeper Than Expected
The Quiet Profit Killer: “When Factory Quality Slips Before It Ships”
If you’d like to explore this further, contact me today.
Bill Murray, Co-Founder of Offsite Innovators
