We’re no longer waiting for the future of construction. From robots that can think for themselves to digital shields that protect our data, the 2026 Tech Summit at CONEXPO-CON/AGG 2026 showed that the industry is taking a massive leap forward. This is your roadmap to those big changes, helping you use new tools to work faster, stay safe, and beat the competition.
Autonomy is site-ready: Ty Findley
AI integration into physical machinery has taken a massive leap forward recently. Ty Findley, co-founder of Ironspring Ventures, argues that the construction industry has hit a tipping point where autonomous “heavy iron” is a real-world necessity. He identifies four key forces that converged in 2025 and are accelerating through 2026:
- The structural labor gap: The industry is currently short 349,000 workers, a shortfall projected to reach 450,000 by 2027. Findley notes that for occupations like excavation and crane operation, we are seeing a literal deceleration in available talent.
- Hardware and AI advancements: The cost of high-end sensors (LiDAR) has plummeted from hundreds of thousands of dollars to approximately $20,000. Meanwhile, edge compute power (like Nvidia’s Jetson Thor) has increased 7.5 times, allowing machines to process complex data on-site without relying on the cloud.
- The talent flywheel: Expertise is flowing from self-driving cars and freight trucking into the excavator cab.
- Domain engagement: Major OEMs like Caterpillar, Komatsu, and John Deere are no longer just experimenting; they are moving toward Cat AI and cabless, all-electric designs.
Findley highlights a massive shift in how operators interact with their machines. Following the lead of consumer AI, the industry is seeing the rise of AI Assist. Operators can now step into a machine and simply say, “Hey Cat, turn the lights on,” or “Hey Cat, start the Mini X.” This integration of natural language processing makes the equipment accessible to a broader range of workers, regardless of their prior experience.
While autonomous cars deal with stoplights and crosswalks, Findley points out that a Western Australia quarry is a different ballgame. Construction sites are dirty, dusty, and entirely unstructured. Success in this field requires “deep industry domain experience,” in addition to tech. This is why the partnership between tech startups, OEMs, and the dealer/distributor network is critical. Findley emphasizes that without the local dealer infrastructure to support these digital solutions, the opportunity for scale will be lost.
Human-centred experience with AI: Zulq Malik
Finding the right balance between technology and human expertise is the key to a successful jobsite. Zulq Malik, the CEO of SMARTBUILD, argues that construction’s slow adoption of technology stems from the technology being too transactional. He compares the industry’s current approach to the “Disney Delight” experience. Technology can create a personalized experience that makes people feel seen and valued. Malik believes AI should do the same for the jobsite.
To get workers to adopt new tech tools, Malik says there must be a human-centric benefit. He uses the example of an AI-powered digital time clock. Instead of a sterile punch-in/punch-out process, a human-centered tool might greet a worker, countdown to their birthday, or even offer a helpful reminder as they leave: “Hey David, don’t forget to grab milk and bread for the family on the way home.” By adding this human touch, technology moves from being a “tracking device” to a helpful virtual assistant.
Malik challenges the idea that construction workers hate new tech, pointing to the rapid evolution of jobsite tools. We moved from corded equipment to universal battery systems because the tools became lighter, more ergonomic, and purpose-built for the person using them. Communication is the next frontier. We have moved from faxes to smartphones, and the next step is Conversational AI.
The current reality on most sites is a bottleneck in which data flows through only one or two supervisors. Malik suggests that AI-powered voice tools allow the “hundred or 200 people walking the site” to contribute data effortlessly.
- Conversational reporting: Instead of struggling with fingers on a keyboard, workers can simply talk to their devices.
- Streamlined safety: Malik notes that clients using voice-driven AI complete safety documentation in two minutes compared to the traditional 20 minutes.
- Universal compatibility: Future tool stacks are being built to be machine-agnostic. Whether a worker jumps from a Hitachi to a Caterpillar, the human experience and the data flow remain identical.
Malik’s drive for human-centered AI is focused on the next generation. In 20 years, the workforce will be filled with digital natives who expect experiential, interactive technology. While that world will include robotics and autonomy, Malik insists it will still need humans. The goal of AI is to remove the friction of data entry so that humans can focus on what they do best: building.
Drone integration into the jobsite: Colin Guinn
Colin Guinn, former CEO of DJI North America and founder of Guinn Partners, shares a unique perspective on the industry’s current crisis. Having helped develop the first Phantom drones in 2012, he notes that DJI currently accounts for roughly 95% of the drones used in construction. However, a major inflection point has arrived: NDAA compliance. Due to security concerns around data captured on critical infrastructure (like nuclear sites and military bases), many contractors are grounding their DJI fleets. Guinn warns that this isn’t a loophole that will be closed soon; the shift to non-Chinese, secure hardware is a permanent industry reset.
The current way we fly drones (Part 107) relies on human pilots, portability cases, and manual data processing. Guinn argues this model caps scale because it is too human-intensive. The future is Part 108, a new regulatory phase in which pilots are replaced by operators sitting in control centers, managing hundreds of drones at once.
- The “Roomba” model: In this phase, drones become autonomous robots that live in “docks” on-site. They act like Roombas for the sky, flying automatically to suck up data and generate digital twins in the cloud without human intervention.
- Continuous monitoring: As the cost of data capture drops by orders of magnitude, weekly flights will become daily, and daily flights will become continuous.
Guinn emphasizes that drones are now essential infrastructure for creating digital twins. These 3D models allow for:
- Pre-planning: Accurate mapping before dirt work begins.
- As-builts: Real-time tracking of what was actually built versus the design.
- Clash detection: Using AI to find errors in the field before they become expensive rework.
As drone hardware becomes commoditized, Guinn suggests that construction firms may eventually stop owning drones altogether and instead subscribe to data-as-a-service (DaaS) networks. His advice for 2026 is to:
- Audit your fleet: Identify your exposure to NDAA security risks.
- Own the pipeline: Invest in source-agnostic data pipelines so that no matter what brand of drone captures the data, your internal workflows remain secure and consistent.
- Prepare for ubiquity: Focus on how you will use the data once it becomes 90% cheaper and 10 times more frequent.
Autonomy’s quiet wins: Tim Bucher
While many focus on the flashiest parts of AI, Tim Bucher, CEO and Founder of Agtonomy, is focusing on the subtle but powerful benefits that keep a business profitable, without making headlines. Agronomy is a physical AI company working within industrial markets to bring autonomous solutions to end customers in agriculture, land maintenance, and construction. His synergies in ConAg provide what he calls the “quiet benefits” of autonomy.
First, physical AI solves the “invisible waste” challenge; for example, idle time, which can burn a lot of fuel and money. Autonomous vehicles also improve consistency and reduce rework, all of which have a dollar value. “Current customers are citing between 15 and 20% in fuel reduction,” Bucher says. “If you have a fleet of a million, multi-million dollar mining trucks, that adds up to tens of millions of dollars a year.”
Improved productivity also results in fewer maintenance problems. Advanced telemetry provides instant feedback on a machine’s status before issues arise, so fleets run more smoothly and longer.
Autonomous vehicles can also contribute to health and safety by reducing what Bucher calls whole-body vibrations (WBV), which stem from operating heavy machinery (bulldozers, excavators) or driving over rough terrain, and can cause significant health risks such as low-back pain, spinal damage, and fatigue. Outside the cab, the safety benefits are even more prominent. “In construction, the majority of accidents actually occur outside of the cab,” Bucher explains. “An autonomous piece of equipment [has] a lot of sensors and cameras around it, and more eyes means less hits, and that’s super important.”
This technology is becoming a critical tool as the industry prepares for a younger workforce. “Training skilled operators on simulators is great,” says Bucher. “But imagine if you could actually get work done while you’re training novices?” Putting workers in autonomous vehicles enhances productivity with computer oversight, effectively providing digital guardrails and minimizing risk.
Bucher explains that the industry must adapt because the younger workforce is much smaller and has different expectations. “The customers we’re now working with, they’re not advertising for tractor driver jobs,” says Bucher. “They’re advertising for construction tech jobs. And one of the requirements is video game experience. We have operators in their twenties who’ve never actually been on a tractor. This is the future, and this is something that will sustain us as a construction industry, and as an agricultural industry.”
The future of construction and security: Nick Espinosa
As construction sites become smarter, they also become more vulnerable to digital threats. As CEO of Security Fanatics, Nick Espinosa points out, every autonomous vehicle or connected tool is essentially a new front door for a hacker. While people usually worry about stolen passwords or data, Espinosa warns that the risks in construction are much more physical. He explains that a hijacked autonomous crane or excavator isn’t just a data breach; it’s a massive safety hazard that could cause real-world damage. “I’ve done live hacking demonstrations on autonomous vehicles, drove one into a wall,” he says.
Cybersecurity is no longer an IT department issue; it is now mission-critical for the entire jobsite. Espinosa says that construction remains one of the primary targets for ransomware, which impacts not only the industry but the global economy as well. “You’re an easy target, because they look at construction as having a lot of cash on hand, and you want to pay as fast as humanly possible to get back up and running. You are building the data centers. You are maintaining the core infrastructure that allows the economy to work. That’s why you can’t take cybersecurity for granted.”
Large developers and government agencies are starting to require strict safety standards, such as compliance with NIST or CMMC, from everyone they work with. This means that even small subcontractors must prove they have digital locks on their systems to stay on major project rosters. If a company cannot protect its digital environment, it may find itself locked out of the industry’s biggest bidding opportunities.
To protect your site and your people, Nick suggests these immediate steps for every construction leader:
- Make cybersecurity a leadership priority. Set the tone for risk at the leadership level. “So many cybersecurity ventures in corporations fail when the leadership doesn’t buy in.”
- Know what you’re protecting, and have a good asset management solution in place. This includes everything from iPads and phones to computers and tools on the jobsite. “If you don’t know where your technology is and how much you have of it, how do you know it’s being protected? How do you know it’s being updated? How do you know it’s not being stolen?”
- Create accountability. Communicate with your customers and designate a single leader or point of contact.
- Implement proper cyber hygiene and build a culture of awareness. “Phishing training should be random once a month. We are all in this together.”
- Understand incident readiness and set a proper budget to prepare for the inevitable. “If it’s a cyber attack, a natural disaster, an event, whatever it is, be ready for that.”
- Evaluate risk, whether it’s insider, external, or third-party, and understand financial risk modelling.
Upgrading the operator: Bharani Rajakumar
While machine technology is advancing at an incredible speed, the way we train people is falling behind. Transfr Founder Bharani Rajakumar points out that machine AI is evolving at what experts call a Moore’s Law pace, meaning it doubles in power very quickly. However, workforce development is lagging, creating a dangerous skills gap. This gap makes it harder for contractors to find qualified people, ultimately threatening project timelines and safety across the industry. “Over the next 365 days, it’s not just going to be about the machines you buy, but it’s going to be about the folks that operate them,” he says. “That’s what’s going to separate people who can move and scale faster from those who can’t.”
To bridge this gap, Bharani’s company uses VR to provide simulation-based training nationwide. This “pre-apprenticeship” approach allows the next generation of workers to put on a headset and practice the job before they ever set foot on a site. This method solves a major pain point for supervisors who rarely have the time to train new hires from scratch. By using VR, workers can build muscle memory and practice safety protocols in a zero-risk environment, ensuring that their first day on the job isn’t spent making costly mistakes.
The impact of VR training is already visible in the field. Bharani shared the story of Trio Electric in Houston, where apprentices use VR to identify materials and master tasks such as bending pipe and cutting cable before reaching the prefab shop. These simulations help non-traditional candidates, people who might not have considered the trades before, spark a curiosity for the work. The data shows that this type of training helps people:
- Ramp up faster: New hires get up to speed in half the time.
- Retain information longer: The hands-on nature of VR helps concepts “click.”
- Make fewer mistakes: Increased accuracy directly protects a contractor’s margins.
Bringing the future to construction: Vivin Hegde
Vivin Hegde, Founding Partner at Zacua Ventures, believes that technology in construction must be a “solution,” not just a “science experiment.” According to his research, 51% of investors identify labor as the single biggest pain point in the industry today. Because of this, global capital is shifting away from simple digitization and toward two specific areas: Agentic AI (the automation of back-end workflows) and robotics (hardware automation). As Vivin explains, “capital follows problems, and the problem today by far is labor shortage.”
Through his global vantage point, Vivin identifies that different regions adopt technology based on their unique local needs:
- Asia: Focuses on speed and pre-fab due to rapid population expansion; they simply “can’t build fast enough.”
- Europe: Prioritizes sustainability and solutions for an aging population.
- North America: Driven primarily by economics and commercial “capitalism,” though adoption is often slowed by a “patchwork of regulations.”
Vivin argues that past software revolutions (digitization and analytics) actually created more work for humans. We are now entering the Agentic Phase, which is transformative because it focuses on work substitution rather than work addition. This AI exists across the entire lifecycle, from generative design and feasibility analysis to progress monitoring and predictive maintenance.
While you can’t “prompt a brick wall into existence,” robotics are making it possible to move atoms as easily as bits. Vivin categorizes the current robotics landscape into three “roles”:
- The Plotters: Foundational layout tools with high accuracy linked to BIM.
- The Grinders: Rugged robots that perform the heavy lifting, manipulation, and manual labor.
- The Scouts: Quality and inspection tools used for progress monitoring and site safety.
For contractors ready to move beyond experiments, Vivin offers a three-step guide for real-world deployment:
- Narrow the scope: Choose a specific, well-defined problem to solve.
- Assign a champion: Ensure you have skilled resources dedicated to the robot’s success.
- The critical path: Don’t treat robots as an experiment. Treat them as critical tools integrated into your actual workflow.
Bottom line
The global technology trends we saw at CONEXPO-CON/AGG 2026 are becoming the standard requirements for any firm that wants to stay competitive and profitable. As labor shortages continue and projects become more complex, the gap between tech-forward contractors and those using old methods will only get wider.
The most successful firms in the coming years will be those that change their mindset. To thrive, construction companies must view their business as a technology company that just happens to build. By embracing autonomy, prioritizing cybersecurity, and upgrading how teams are trained, AEC firms can turn these industry challenges into their greatest strengths.
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