Clockworks Analytics is an essential smart building intelligence platform that provides data-driven insights into property operations for facility and energy managers. Clockworks’ Fault Detection and Diagnostics (FDD) platform plugs into existing BMS and metering systems and analyzes thousands of HVAC data points to prioritize the most urgent tasks related to energy performance, indoor air quality and equipment operation. Their unique information model goes beyond simple fault detection by identifying the relationships between issues, diagnosing the root cause, and providing clear, recommended actions.

Clockworks Analytics was founded in 2008 within MIT’s Building Science Department. Since its founding, their team has been focused on equipping clients with cutting-edge technology to significantly enhance their operations and improve their buildings’ performance. This means breaking the existing cycle of reactive operations and maintenance in the building industry. They provide software and intelligent analytics that empowers our clients to drive proactive and strategic operations—ushering in the next generation of smarter facilities management.
Their enterprise customers and controls and mechanical service partners representing 450M square feet in 30 countries across the world, have saved over $37M and completed 37 tasks using Clockworks’ analytics-based monitoring to proactively address building health issues, identify energy savings, and avoid equipment failures.
Drew DePriest from McKesson reveals how to spot bad APIs before they cost you six figures. Real red flags, practical questions, and what good looks like.
This NexusCon 2025 session features Conor Cleary of Tefiki tackling one of the hardest problems in smart buildings: how to drive real energy and comfort improvements in the 87% of buildings that lack modern controls.
NexusCon 2025’s “Kickstarting Energy Savings” session goes straight after the problem the Untapped 87% white paper laid out: small-to-mid-size buildings are most of the building stock, and most still don’t have real controls or monitoring.
This NexusCon 2025 panel, moderated by Rachel Kennedy (Solutions Engineer, KODE Labs), brings together April Yi (Director, Digital Engineering, Microsoft), Niharika Kishore (Sr. Sustainability Specialist, Amazon), and Thomas Grant (Global Manager of Energy and DTV Energy, Wendy’s) to unpack what “AI for energy management” actually means in practice.
At NexusCon 2025, April Yi, Director of Digital Engineering at Microsoft, walked through how her team is using machine learning to dynamically control HVAC start and stop times across roughly 50 buildings.
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