This lecture explores data-driven architecture and digital twins, focusing on how real-time building data can inform design and operational decisions. It examines data from BAS, occupancy systems, energy meters, environmental sensors, and post-occupancy evaluations, along with applications in space utilisation, thermal comfort, energy, carbon, and wayfinding. The lecture concludes by explaining how BIM, semantic models, live data, and analytics converge to create a digital twin