Episode 25: Dumb Data: The Silence Killer of Smart Buildings скачать в хорошем качестве

Episode 25: Dumb Data: The Silence Killer of Smart Buildings

Smart buildings are supposed to run on data. But what happens when that data is inconsistent, poorly labeled, missing context, or trapped inside proprietary tools? In this episode, we unpack one of the biggest reasons smart building programs stall: dumb data. We explore why dashboards and AI get all the attention while the hard work of metadata, semantic tagging, and normalization gets ignored, even though that’s what makes analytics, FDD, integrations, and portfolio-scale operations actually work. We cover: Why inconsistent point names and missing context create expensive manual cleanup Why metadata is becoming a practical requirement, not a nice-to-have How standards like Project Haystack, Brick, and ASHRAE 223P are changing the conversation What owners, FMs, and engineers should require at handover Simple steps to audit and improve building data before it becomes a bigger operational problem If you’re involved in facilities, building operations, engineering, controls, digital delivery, or smart building strategy, this episode is for you. #SmartBuildings #FacilitiesManagement #BuildingAutomation #BMS #BAS #HVAC #FaultDetection #DigitalDelivery #ProjectHaystack #BrickSchema #ASHRAE #BuildingData #PropTech