Every contractor knows change orders can make or break a job’s profitability. Fewer stop to look at how much margin disappears not from the work itself, but from the documentation around it.
Here’s the pattern. A field condition changes. The foreman flags it verbally or in a group text. Work continues because the job can’t stop and wait for paperwork. Somewhere in the next few days, someone is supposed to write it up, price it, and get it in front of the GC or owner for approval. That “somewhere” is where a lot of firms lose money without ever seeing it happen.
Where the Margin Actually Goes
The cost isn’t usually the change order itself. It’s the gap between when the work happened and when it got documented, priced, and approved.
A delay of even a week or two means details get fuzzy. The exact scope discussed on-site doesn’t quite match what ends up in the written change order. Photos that would have made the case clearly never got taken, or got taken and never made it off someone’s phone. By the time the paperwork catches up to the work, the story has softened, and so has the firm’s negotiating position.
Unpriced change orders sitting in a folder are also unbilled revenue sitting on the table. Every week one sits there is a week the firm is financing work it hasn’t been paid for. On a firm running multiple active jobs, that adds up to real cash flow drag, not just an accounting inconvenience.
Why This Keeps Happening
It’s rarely about the team not caring. It’s about the paperwork living outside the flow of the actual work. The person best positioned to capture a change, the foreman or PM in the field, is usually the least available to sit down and write a clean, defensible scope description. So it gets handed off, delayed, or summarized secondhand by someone who wasn’t there.
Add in busy season, multiple active projects, and a small back office, and change order documentation becomes the thing that always gets pushed to “later.” Later is expensive.
What Tighter Change Order Documentation Actually Looks Like
Firms that protect margin here tend to do a few things consistently, not as a big system overhaul, but as habits:
Capture the change close to the moment it happens, even roughly. A voice note, a few photos, and a one-line description recorded the same day beats a polished write-up two weeks later. Detail fades fast; timestamps and specifics don’t need to be perfect, they just need to exist.
Standardize what information gets captured every time. Scope, reason for the change, materials or labor impact, and who authorized it in the field. When this is consistent, pricing it out later takes minutes instead of a reconstruction project.
Separate capturing the change from writing the formal document. The field team’s job is to get the facts down fast. Someone in the office can turn that into a clean, GC-ready change order without needing to have been on-site. This is a place where AI tools can genuinely help, turning rough field notes into a structured, professional document quickly, without changing what actually gets approved or how the firm prices the work.
The Bigger Point
Change orders aren’t just a paperwork obligation. They’re one of the clearest places where the gap between doing good work and getting properly paid for it shows up. Tightening that gap doesn’t require new software or a system overhaul. It requires treating the documentation step with the same urgency as the field work itself, because financially, it is the field work.
People Say


We recently had Chris Carr present to our members on behalf of Dynaimix, and it was an overwhelming success. We had a full classroom, and the engagement throughout the session was outstanding. Many attendees who initially felt intimidated by AI left feeling empowered and confident in how they can begin applying it in their work.
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Dynaimix and their team delivered practical, accessible insights that resonated with our group. I’ve seen this presentation multiple times and have consistently been impressed with the clarity, energy, and real-world value they bring. We truly enjoyed the partnership and would highly recommend Dynaimix to any organization looking to provide impactful AI training.
Robert Triplett


Brubacher engaged Chris , founder of Dynaimix, in a two-day mind-stretching exploration of current AI capabilities, future direction, and most importantly he outlined the likely impacts to our business. He introduced us to a variety of AI tools to explore using to increase efficiency. Some participants immediately identified ways to save hours per week while others began using AI-enabled tools to offset areas in which they lack skills. Chris is high-energy, kept our attention, and has been attentive in follow-up.
Keith Brubacher


We had the pleasure of having Chris Carr present at our annual planning meeting at Oliver Fire Protection & Security, which is a critical event for setting the direction of our year. Our goal was to give our strategic leadership team a stronger understanding of artificial intelligence and how it will impact our business. Chris delivered his state of AI presentation and completely blew our team away. His depth of knowledge, paired with practical, real-world examples, made the topic both clear and compelling.
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What truly set Chris apart was that he stayed afterward to work directly with our teams as they ran pilot projects, helping us think through how we can realistically apply AI and plan for its use in 2026. We thoroughly enjoyed everything Chris presented and would absolutely recommend him to others.
David Oliver


I had the opportunity to bring Chris Carr to the NECA Districts 6 and 9 Summer Conferences on the North Shore of Hawaii, where he came in locked and loaded and delivered two impactful sessions—one for each district. What I appreciate most about Chris and the Dynaimix team is his genuine passion for what he presents and his constant focus on applying AI in practical, meaningful ways for the electrical contracting industry.
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Chris doesn’t just talk about AI in theory; he connects it directly to how our contractors can use it in the real world. He delivers this presentation all across the nation and works closely with NECA members throughout the country, and it shows in both his knowledge and delivery. I would highly recommend Chris and the Dynaimix team to others.
Ted Uppole

I’ve had the opportunity to see Chris’s State of AI presentation multiple times, and each experience reinforced his strong grasp of AI—where it’s going, how quickly the landscape is changing, and what that means for electrical contractors. What sets Chris apart is his ability to take an incredibly complex topic and make it both approachable and immediately relevant to our industry.
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Because of that experience, I invited Chris and his team at Dynaimix AI to deliver their Intro to AI training for our members, and it more than delivered. The session was well received and rated very highly across with our membership. The training was practical, digestible, and actionable, allowing our members to clearly see how AI can be applied within their businesses. I also brought Chris and Dynaimix AI in to work directly with our leadership team. That training gave our leadership a clear understanding of how AI is going to reshape our organization moving forward. More than just education, Chris and his team helped shift our mindset and provided a clear framework for thinking strategically about AI as part of our future.
Scot VanBuskirk


At the 2025 WICA Annual Convention in beautiful Lake Tahoe, Chris Carr presented on the State of AI for our Insulation Contractor and Associate members. He emphasized the importance of AI literacy, the role of AI governance through an AI council, and how to effectively pair AI with custom code to drive real business impact. Chris has a gift for explaining complex topics in a way everyone can understand, and the session was engaging and highly relevant. Our members found it captivating, the feedback was excellent, and I would highly recommend Chris and the Dynaimix team.
Carrie Francis


We were extremely pleased with the Program that Dynaimix provided for our Members. From the feedback I received from our Members, it was easy to understand and provided practical grass roots education on understanding how AI could increase time saving skills and knowledge about subject matter. The process of booking the presentation was seamless and the communication with dynAimix leading up to the event was outstanding. We look forward to hosting another presentation with them in the near future.
Michael Stirling


We had the privilege of having Chris Carr present to our leadership team after first seeing him speak at a peer group event. That experience led us to bring him in for a two-day Intro to AI training where he covered the foundational elements of artificial intelligence. Prior to the training, Chris met with us to understand our business, which allowed him to tailor the content specifically to our needs. What impressed us most was his ability to explain complex concepts in a clear and easy-to-understand way.
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He made AI feel practical and relevant by connecting it to real use cases within our organization. Chris and his team at Dynaimix AI have a deep understanding of artificial intelligence, and as we see AI creating massive waves across our industry, he helped us begin that journey with confidence.
Melvin Pullen


Partnering with Dynaimix AI has been a tremendous step forward for our organization. Their customized, in-person training reached more than 300 of our employees and consistently exceeded expectations. The sessions were engaging, practical, and highly relevant, and many team members shared that they learned far more about AI than they anticipated.
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Their team clearly understands the realities of the electrical contracting industry and how to translate AI into real-world value. It is rare to find training that is both inspiring and grounded in practical application, and we are already seeing renewed excitement and momentum around integrating AI into our daily operations as we continue building on this foundation.
Robert Meadows


Chris presented at our Annual Summer Membership Meeting for the National Electrical Contractors Association (NECA), Northeastern Illinois Chapter, and our members were absolutely blown away. The response was so strong that his team followed up with a two-day Intro to AI training for our members, hosted at our location in Illinois. The training was led by Todd Smith, and it was incredibly powerful, highly digestible, and easy to understand.
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Most importantly, it completely changed how our members viewed AI. Many came in apprehensive or unsure, and they left with clarity, confidence, and a practical understanding of how AI can be applied in their businesses.
Giuseppe Muzzupappa
Chris Carr
Mark Oestreicher
Todd Smith
Ashetun Jones
Dan Callahan
Erin Larkin
Dynaimix AI Public Speaking Schedule
One of the missions of Dynaimix AI is to educate businesses, industries, and professionals about the transformative impact of the coming wave of artificial intelligence. We aim to share insights into how AI will shape the future of work and provide practical lessons, techniques, and tactics to enhance AI literacy.
Below is our public speaking schedule. Please check back regularly, as new dates and events are added each week.
