As artificial intelligence continues to disrupt the built environment, senior leaders are under pressure to move beyond experimentation and deliver real, enterprise-wide value. This executive-level discussion will examine how AI is being strategically deployed across large real estate and facilities portfolios, from optimizing capital planning and predictive maintenance to driving operational efficiencies and enhancing tenant experiences. Through real-world insights and candid discussion, we’ll examine what it takes to implement AI at scale, overcome organizational barriers, and achieve measurable ROI across large portfolios.