The intersection of smart building digital platforms and the Internet of Things (IoT) is rapidly evolving the built environment. By effectively digital twins integrating data from diverse devices, these platforms enable a agile ecosystem that optimizes building performance, enhances occupant comfort, and promotes resource efficiency. This article e