Most contractors who come to the conversation about AI have a version of the same question underneath everything else they are asking. It usually sounds like: where do I even start?
That is a fair question. The market is noisy, the options are confusing, and the gap between what AI tools promise and what they actually deliver inside a real contracting operation is often significant. But there is a more important question that tends to get skipped, and it is the one that determines whether any of this is worth your time.
Where are you actually losing right now?
Not in a general sense. Specifically. Where does work slow down, cost more than it should, or fall through the cracks in your operation? Where do your best people spend time on things that drain them? Where does information get lost between the field and the office, between the estimate and the project, between the project closeout and the next proposal?
Until you have an honest answer to that question, AI is just a solution looking for a problem.
The Mistake Most Firms Make
The most common mistake contractors make when they start exploring AI is leading with the tool rather than the problem. They hear about a platform, see a demo, or read about what another firm is doing, and they try to work backward into a use case. Sometimes that produces something useful. More often it produces a tool that nobody uses consistently because it was never connected to a real pain point in the first place.
AI adoption that sticks tends to work the other way around. It starts with a specific operational problem, something that costs time or money or creates risk, and then asks whether AI can help solve it in a way that fits how the team actually works. That sequence matters more than most people realize.
Where Specialty Contractors Are Actually Losing
There are a handful of places where specialty contractors tend to bleed time, money, or opportunity in ways that AI can genuinely address. Not every firm has every problem, but these show up consistently enough to be worth examining honestly.
Documentation and closeout are perennial pain points. Field knowledge that should be captured often is not, or it gets recorded inconsistently, or it lives in someone’s head and walks out the door when they do. AI can help firms build faster, more consistent documentation workflows without adding significant burden to field teams.
Proposals and business development are another area. Many specialty contractors are leaving work on the table not because they cannot do the job, but because they cannot tell the story of why they are the right firm for it. Putting together a compelling, tailored proposal takes time that estimators and project managers rarely have. AI can compress that process significantly.
Estimating support is a growing area as well. Not AI replacing estimators, which is not realistic or desirable, but AI helping estimators move faster through the preparatory work, flag inconsistencies, and pull from historical data more effectively.
Internal knowledge transfer is something fewer firms think about until it becomes a crisis. When an experienced project manager or foreman leaves, a significant amount of operational knowledge often leaves with them. AI tools can help capture and organize that knowledge in ways that make it accessible to the rest of the team.
What a Useful Starting Point Actually Looks Like
If you are trying to figure out where AI fits in your business, the most productive thing you can do is not research tools. It is to spend an hour with your operations, estimating, and project management leads asking a simple question: what takes longer than it should, and why?
The answers will point you toward your real problems. From there, it becomes much easier to evaluate whether AI can help and what kind of help is actually realistic given your team, your systems, and your workflows.
That is the conversation Dynaimix is built to have. Not a pitch for a specific tool, but a real look at where your operation has friction, where opportunity is getting left behind, and where AI can make a practical difference without requiring a transformation your team is not ready for.
The firms getting real value from AI right now are not the ones who adopted the most tools. They are the ones who were honest about their problems first.
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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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.
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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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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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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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.
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.
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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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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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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Chris Carr
Mark Oestreicher
Todd Smith
Dan Callahan
Erin Larkin
Andrew Pilato
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.