Deep Learning
Vitaprotech’s 2025 Consolidation: New 4-Channel Strategy Simplifies Structure
June 13th, 2025BIoT Market: The Forces Driving Growth to $101 Billion by 2030
May 15th, 2025
Podcast 37: Software Ate The World… What Will AI Agents Devour?
Are AI agents about to transform how our buildings work? In this conversation with smart building expert Elisa Rönkä, we explore how agentic AI could revolutionize the PropTech ecosystem. This isn’t just another AI hype video — it’s a practical discussion about how the smart building industry might navigate a huge transformation in technology. We […]

SenseTime Transformation: Gen AI Powered 64% of Revenue in 2024
In this Research Note, we examine the Chinese AI company, SenseTime, in the context of the smart buildings sector. We assess the group’s strategic pivot away from smart city business towards generative AI and digital transformation initiatives before highlighting 2024 results by business segment, based on 2023 and 2024 annual report announcements and investor presentations. […]

aedifion’s AI HVAC Optimization Platform Reports Solid Growth in 2024
In this Research Note, we examine aedifion, a German AI HVAC optimization startup which has over 400 buildings under management, accounting for more than 4.2 million square metres. aedifion Profile aedifion GmbH is a startup based in Cologne, Germany, offering an AI-enabled platform for energy optimization in non-residential buildings. The firm was established by Dr.-Ing. […]

Milestone Systems Acquires brighter AI to Enhance Video Anonymization
This Research Note examines the Milestone Systems acquisition of brighter AI. The Canon-owned provider of video management software announced the purchase of the German startup on 7th April 2025 to augment its anonymization capabilities for image and video data. We highlight the strategic rationale of the acquisition and project Hafnia, Milestone Systems’ R&D program to […]

The Next Wave of Innovation in Smart Building IoT Sensors!
IoT Sensors form part of the foundation of modern building technology, generating the real data that the IoT depends upon. Therefore, when sensor technology evolves, it creates new potential for the entire smart building ecosystem. Recent advances in semiconductor technology have produced smaller, cheaper, and more powerful sensing components, fueling an increase in stand-alone IoT […]

75F Light Commercial Building Controls Business Examined
This Research Note examines 75F, a Minnesota-based provider of IoT building management systems. We highlight their product portfolio, deployments, regional expansion, external funding, and partnerships with established HVAC and building automation firms. 75F Profile Founded by CEO Deepinder Singh in 2012, 75F delivers AI-driven HVAC automation based on sensors and controls. Unlike traditional building management […]

How Close are we to Realizing AI’s Potential for HVAC Optimization?
Globally, only a very small percentage of commercial buildings operate fully integrated, AI-driven, autonomous energy management for HVAC optimization. Our new research estimates that a significant percentage of commercial buildings have no HVAC control whatsoever, while the rest of the market is divided between rule-based control, preset algorithms, and predictive functions, to varying degrees. Together, […]

Google Open Sources TensorFlow Simulator & Smart Building Data
Last week, tech giant Google announced the open-sourcing of two digital smart building resources; the TensorFlow Smart Buildings Simulator and an accompanying smart building data set. This announcement adds to a growing body of open-source smart building resources. Open sourcing is already fundamental to the software development process, for smart buildings and across the technology […]