Agentic AI and digital twins are revolutionizing smart buildings and HVAC systems by enabling predictive control, autonomous energy optimization, and data-driven operational intelligence. This piece highlights how AI-powered HVAC, simulation-driven digital twins, and adaptive building analytics will enhance efficiency, thermal comfort, and net-zero performance—shaping the future of intelligent, sustainable building design.