Most indoor mapping initiatives stop at creating a static 3D model, limiting the long-term value of reality capture. Meanwhile, buildings generate vast amounts of operational data that remain disconnected from spatial context. This session explores how indoor mapping workflows, including LiDAR, 360 imagery, photogrammetry, and VSLAM, can evolve into living digital twins that function as operational intelligence platforms. Attendees will learn how spatial capture pipelines can support facility operations, infrastructure planning, safety readiness, and asset awareness across complex environments. The presentation will share lessons from deploying indoor mapping at scale and explain how organizations can transition from visualization-driven mapping projects to integrated digital twins that support real-world decision making. Participants will leave with a practical roadmap for turning building data into actionable digital infrastructure for the built environment.