Digital twins are moving past static models and point-in-time captures. Today's projects need connected twins. Reality capture, BIM, imagery, working together to reflect real conditions across sites, structures, and the spaces inside them. How does captured data get validated and kept current? Where does BIM align with real-world conditions, and where does it drift? What do owners actually expect once the crew leaves? With perspectives from across the ecosystem, this panel digs into how twins get built, maintained, and operationalized from design through construction into operations, and what it takes to move from standalone datasets to a living model.