Most construction firms have yet to move artificial intelligence (AI) beyond pilot programs, despite measurable cost and productivity benefits, according to Bluebeam's 2027 Building the Future: AEC Technology Outlook Report.
Based on a July 2026 survey of 750 U.S. architecture, engineering and construction professionals, the report found that 28% of organizations have moved AI into production, while just 7% have integrated it across multiple core workflows.
Among firms using AI in production, 40% reported savings exceeding $500,000. Other reported benefits include greater cost predictability (64%) and earlier identification of project risks (58%). The biggest barriers to expanding AI use include implementation costs (50%), a lack of internal AI skills (34%) and employee resistance to change (22%). Security concerns and difficulty integrating AI into existing workflows also remain challenges.
Workforce readiness is another concern. The report found that 82% of organizations say labor and skills shortages are limiting project delivery. While 93% prioritize digital proficiency when hiring, 77% say it is the hardest skill to find. Additionally, 69% prioritize AI experience, and 59% report difficulty finding candidates with those skills.
Integration also plays a significant role in AI adoption. Nearly all respondents (97%) said new technology must fit existing workflows, while 80% said disconnected tools slow decision-making and reduce efficiency. Among firms that have integrated AI into their workflows, reported benefits include reduced administrative work (55%), improved team coordination (53%) and fewer project delays (47%).
The report suggests that expanding AI use will require more than technology investments. Connected systems, reliable data and employees with the skills to use AI are key factors in moving beyond pilot programs.
The survey was conducted online by Hanover Research in July 2026 among 750 technology decision-makers at U.S. AEC firms.
