AI Agents in construction: The new path to operational efficiency
- AI investment is flowing primarily into software and business processes rather than job-site robotics.
- Construction firms can gain capacity by automating administrative workflows before adding headcount.
- AI agents can help streamline tasks such as expense management, change orders, pay applications and submittals.
- The greatest near-term opportunity for AI is in the back office, where repetitive tasks consume valuable employee time.
The construction industry has long anticipated a future in which robots handle labor-intensive tasks on job sites. While advances in robotics continue, investment trends suggest a different reality is unfolding today.
Venture capital funding has poured into artificial intelligence at a pace that far exceeds investment in applied robotics. While robotics innovation remains important, investors are directing significantly more capital toward AI solutions that automate business processes, analyze data and improve decision-making.
A chart now circulating in Silicon Valley is worth a few minutes of every constructive executive’s time. Compiled by F-Prime Capital and recently surfaced by Social Capital, it tracks venture funding into robotics. In 2025, applied robotics — humanoids and vertical-specific machines, the categories most likely to one day work alongside crews — attracted roughly $21 billion. Total AI funding for the same period accounted for just over $200 billion, according to industry data. A single $40-billion financing, anchored by a $30-billion commitment, exceeded the entire applied-robotics sector by nearly 2x.
That variance tells the whole story. The biggest opportunities may not be on the job site. They may be in the office.
For contractors, this trend matters because it signals where technology is delivering practical value now. Instead of focusing solely on autonomous equipment or robotic labor, firms should also evaluate how AI can improve the administrative functions that support every project.
The hidden cost of administrative growth
Every construction company depends on essential administrative processes. Time tracking, expense reporting, pay applications, submittals, change orders and project documentation are necessary for successful project delivery.
As firms grow, however, these processes often become more complex.
A change order that once required a single review may need approvals from multiple stakeholders. Information can be entered into several systems before reaching its final destination. Accounting teams, project managers and operations staff spend increasing amounts of time on manual tasks that do not directly contribute to revenue generation.
The traditional solution has been straightforward: hiring additional administrative staff.
While adding personnel can relieve short-term pressure, it also increases long-term overhead costs. More personnel often means more handoffs, more process complexity and additional opportunities for delays or errors.
As a result, administrative expenses can grow faster than revenue, creating challenges for firms trying to scale efficiently.
Why AI changes the capacity equation
Many contractors evaluating AI ask the same question:
Can AI replace a project coordinator, estimator or accountant?
A more useful question is whether AI can create additional capacity across an entire team.
For example, if AI tools help five employees save just a few hours each week, the combined impact can be significant. The gain isn’t measured by replacing an individual role. It’s measured by increasing the amount of work an existing team can complete without increasing headcount.
This is where AI agents can create value.
AI agents are designed to perform specific business tasks, such as routing approvals, reconciling data, processing documentation or managing routine communications. By reducing time spent on repetitive work, they allow employees to focus on higher-value activities that require experience, judgment and client interaction.
Unlike traditional hiring, AI investments also continue to improve exponentially as the underlying technology evolves. Organizations that adopt these capabilities early can benefit from ongoing advancements without dramatically changing their organizational structure.
Construction’s AI opportunity is largely untapped
Research continues to show a gap between what AI systems can do and how organizations currently use them.
Administrative, financial and professional-service functions often exhibit some of the largest gaps between AI capabilities and real-world adoption. In many cases, the technology exists, but organizations have not yet implemented it effectively.
For construction firms, this means there is a substantial opportunity to improve efficiency without waiting for future innovations.
Common starting points include:
- Automating expense management: AI can help review, route and validate expenses while reducing manual data entry.
- Streamlining pay applications: AI tools can support document review, workflow routing and approval processes.
- Improving change-order management: Contractors can use AI to track documentation, identify missing information and accelerate approval cycles.
- Managing submittals and project documentation: AI can help organize, classify and monitor project records across multiple stakeholders.
These applications do not eliminate the need for skilled professionals. Instead, they help teams complete more work with greater consistency and less administrative burden.
Add AI readiness to your hiring strategy
As AI becomes more integrated into construction operations, workforce planning should evolve as well.
Before creating a new position, leaders should evaluate whether technology can absorb a portion of the workload. If AI can handle routine tasks effectively, existing team members may be able to manage higher levels of activity without requiring additional support staff.
When hiring remains necessary, contractors should consider how candidates contribute to the organization’s digital maturity.
Key characteristics to evaluate include:
- AI literacy: Can the individual effectively use AI-powered tools in their daily work?
- Data literacy: Do they understand how to structure, manage and interpret information?
- Curiosity and adaptability: Are they willing to learn new technologies and improve existing processes?
These capabilities are increasingly valuable across roles ranging from accounting and operations to estimating and project management.
Contractors who hire individuals who embrace technology will be better positioned to maximize future AI investments.
A smarter approach to construction growth
The most successful contractors are no longer treating automation as a one-time technology initiative. They are incorporating AI into broader operational planning, workforce development and growth strategies.
While robotics may eventually transform job sites, today’s greatest opportunity lies in improving the workflows that connect the field, office and financial systems.
The market has already signaled where innovation is accelerating. AI investment is flowing into technologies that automate paperwork, improve decision-making and reduce administrative friction.
Contractors that adopt these tools strategically can increase capacity, strengthen operational efficiency and support sustainable growth — without relying solely on additional headcount.
How Wipfli can help
Wipfli helps construction and real estate organizations evaluate, implement and optimize AI solutions that align with business goals. From workflow assessments and process automation to AI governance and change management, our team can help you identify opportunities to improve efficiency while preparing your workforce for the future. Learn more about how we can help you gain an edge
