Construction Firms Adopting Generative AI: ROI, Risks, and Implementation Strategy
Construction firms are moving from isolated AI pilots to operational use cases across estimating, project controls, procurement, field reporting, and ERP workflows. This article outlines where generative AI creates measurable ROI, where risks concentrate, and how enterprise leaders can implement AI with governance, workflow orchestration, and scalable infrastructure.