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At the 2026 NECA Safety Professionals Conference in Atlanta, AI keynote speaker Chris Carr, president and founder of Dynaimix AI, spoke about the coming wave of AI and the impact it will have on safety, construction, reporting, and the Future of Work. During the session, Chris explored how safety professionals can use AI to…

There is a tendency to look at AI adoption as a race where the firms that moved first have the biggest advantage. That assumption is worth questioning, because in contracting, moving fast without moving thoughtfully has a long history of producing expensive problems. The firms that will come out ahead with AI over the next…

There is a version of AI adoption that feels productive but produces almost nothing. A firm buys a tool, or starts using one of the widely available platforms, and people begin plugging tasks into it. Drafting emails. Summarizing documents. Generating boilerplate language. The tool works. The outputs are fine. And six months later, the firm…

Most contracting firms have at least one person who has figured out how to use AI well. Maybe it's an estimator who cut his takeoff prep time in half. A project manager who uses it to draft RFIs and correspondence. A BD person who stopped staring at blank screens when it's time to write a…

The articles keep coming. AI is transforming construction. Machine learning is reshaping how projects get built. Predictive analytics are giving general contractors a new level of control. The coverage is real, and some of it is genuinely useful. But read closely and a pattern emerges. Almost all of it is written from the top of…

Microsoft recently released something worth knowing about. It is called the Legal Agent, and it lives inside Microsoft Word. No new platform to learn. No separate tool to purchase. It shows up inside the software many contracting firms already use, and it handles a specific type of work that consumes serious time and carries serious…

The 60th Annual CAL SMACNA Convention, held April 8–11, 2026 at the Grand Hyatt Kauai Resort & Spa, brought together leaders from across California's sheet metal and HVAC industry for a high-impact event centered on innovation, collaboration, and the future of the trades. As one of the premier gatherings in the industry, the convention created…

Following high-impact events like the Southern Florida Mechanical Contractors Association (MCASF) keynote, where Dynaimix AI CEO Chris Carr presented the "State of AI," organizations are moving quickly to implement artificial intelligence. The central message is clear: the rise of AI is a current operational shift, not a distant trend. As the competitive window for AI…

A recent survey of architecture, engineering, and construction professionals found that only 27 percent are currently using artificial intelligence in their operations. That number is striking on its own. But the number that should really get your attention is what comes next. Among that 27 percent, 94 percent say they plan to increase their AI…

Most contractors walk away from a lost opportunity telling themselves the same story: someone came in cheaper. And sometimes that is exactly what happened. But there is a different kind of loss that rarely gets named, and it costs more over time than any single underbid. It happens when a firm does the work, does…