Infrastructure and construction is one of the world's largest industries. It shapes economic development, climate outcomes, and societal well-being, yet remain among the least digitized and least capable of learning from their own history. Critical decisions affecting trillions of dollars are still made with fragmented data and experience trapped in individual silos, limiting collective judgment. This session explores cognitive infrastructure and vertical AI as tools to advance critical thinking...