Article: AI-driven project controls in global construction Written by Niloy Dey CMgr FCMI Wednesday 27 May 2026 Share Share to LinkedIn Share to Facebook Share via email AI is transforming project leadership in engineering and construction, improving forecasting, coordination and risk management while raising new challenges around data quality and governance The global engineering and construction industry has seen significant revolution and transformation since its inception. The industry has elegantly adopted and utilised new technologies and embraced many of the most phenomenal changes mankind has ever witnessed. Stepping into the era of AI, this rule of transformation remains intact, with AI rapidly improving the operational efficiency of the global engineering and construction industry. The adoption of AI is redefining project leadership and governance by minimising dependency on error-prone manual predictions and moving towards data-driven decision-making, cross-functional collaboration and ethical digital control practices. Trends in engineering and construction The modern construction industry faces increasing challenges, which are hard to tackle and demand faster reforms. Projects undertaken are now much larger, more time constrained, more complex in terms of coordination between trades, and more vulnerable to disruption than ever before. Multiple factors – such as fragmented global supply chains, multinational stakeholders’ involvement, labour shortages, market inflation, regulatory variations, persistent risk of delays – require continual balancing. Here, AI emerges as a crucial factor within project management and control methods, helping to mitigate many constraints by: overcoming complexity in tracking and monitoring international construction delivery, including global supply chains with multiple vendor involvement, and ensuring alignment with project schedule and financial targets enhancing and fast-tracking traditional reactive reporting methods with a more sophisticated and precise presentation and reporting process that caters to both management information systems and operations/delivery teams, with clear target delegation at required frequencies meeting the essential need for faster and more predictive controls defining project outcomes – by creating multiple forecast scenarios, such as ‘What if?’ analysis, AI tools have helped reduce project risks and enabled project managers to plan for early mitigation or identification of potential opportunities. Why AI matters now for international firms and projects To ensure execution and delivery of complex projects on time, global contractors and developers need to have earlier visibility of the risks, and reliable and logical forecasting aligned with strong coordination across regions between each stakeholder and their assigned responsibilities. AI permits safeguarding against late decision-making; better control of huge volumes of progress data, cost calculations and schedule updates; and most importantly, actionable, insightful future predictions to drive the project in the desired direction. Keep reading – more from Niloy Login or register below for Free Instant Access Login If you are already registered as a CMI Friend, Subscriber or Member, just login to view this article. Confirm your registration Login below to confirm your details and access this article. Log in Register for Free Access Not yet a Member, Subscriber or Friend? Register as a CMI Friend for free, and get access to this and many other exclusive resources, as well as weekly updates straight to your inbox. Members' Survey What do you think are the biggest barriers to the UK’s national and economic growth? Share your valuable insights on your confidence on the UK economy, international workplace cultures and AI for a chance to win one of three Amazon vouchers (1 x £100 and 2x £50)*. Your voice as managers and leaders is of great significance and truly makes a difference! Have your say Article Our extensive range of articles are designed to keep you in the loop with all the latest management and leadership best practice, research and news. Members See More CMI Members have access to thousands of online learning and CPD resources. Learn more about our membership benefits Join The Community CMI offers a variety of flexible membership solutions, tailored to your needs. Find out more and get involved in the CMI community today.