Season 2, Episode 3: Why Construction Keeps Chasing the Future but Struggles to Live in It

Construction has never talked more about innovation—AI, automation, digital transformation—but many organizations still struggle to turn that ambition into real, lasting change. In this episode, AJ Waters sits down with Bhragan, civil engineer at AECOM and Innovation Advisor to the Level Crossing Removal Project, to unpack the gap between innovation hype and on-the-ground reality. Drawing from his work supporting AI capability uplift programs and his widely read “Last Week in ConTech” newsletter, Bhragan brings a candid perspective on why the industry continues to chase new technology while struggling to adopt what already exists. AJ and Bhragan explore what actually gets in the way of meaningful technology adoption in construction—from organizational behavior and education to misaligned incentives and unrealistic expectations. They also discuss what it takes to successfully roll out innovation at scale and how leaders can move from experimentation to real impact. Whether you’re leading a capital program, evaluating new technology or trying to drive change within your organization, this conversation offers a grounded and practical look at what innovation really requires.