Machine Learning
The Next Wave of Innovation in Smart Building IoT Sensors!
March 11th, 2025Trends Powering the Smart Building Market to 4Bn IoT Devices by 2030
March 3rd, 2025
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 […]
UrbanChain Peer-to-Peer Energy Exchange Business Examined
In this Research Note, we examine UrbanChain, a Manchester, UK-based startup recently named the 3rd fastest-growing UK technology company by Deloitte. The company is positioned as a provider of peer-to-peer energy services, enabling the rollout of renewable energy in commercial and industrial facilities to happen much faster. We review the company’s growth, external funding, and […]
Bueno Analytics Gains Traction in Crowded Energy Management Software Market
In this Research Note, we examine Bueno Analytics, an Australian startup providing building analytics software supporting decarbonization. We review the firm’s development since its founding, its software suite, key deployments, external funding, and recent growth. Bueno Analytics Profile Founded in 2013 by Leon Wurfel, Built Environment Optimisation Pty Ltd., trading as Bueno Analytics, is headquartered […]
Beyond Backup: Battery Storage as a Strategic Asset for Commercial Real Estate
The evolution of battery storage in commercial buildings represents one of the most significant shifts in building energy management of the past decade. Once viewed simply as backup power systems, today’s battery energy storage systems (BESS) are sophisticated assets that enable buildings to participate actively in energy markets while enhancing resilience and sustainability. Our new […]
Meet The ‘Cool’ Kids Heating Up AI HVAC Optimization
A new wave of technology companies is transforming how commercial buildings manage their heating, ventilation, and air conditioning systems. These startups are applying artificial intelligence and machine learning algorithms to tackle the complexities of HVAC optimization, moving beyond traditional control methods to achieve significant energy savings. According to Memoori’s research report, “Energy Management Software for […]
Keeping Cool in an Increasingly Hot Data Center HVAC Market
Developing technology trends like artificial intelligence (AI), cloud computing, and digital transformation are driving the global demand for data processing and storage to unprecedented levels. As a result, energy-intensive data centers are fast becoming a major energy consumer, due in large part, to cooling systems that account for up to 40% of their total consumption, […]
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, […]
The Impact of AI on Energy Management Software for HVAC Optimization
Artificial Intelligence (AI) and Machine Learning (ML) are playing a big role in the digitization of our commercial buildings. AI leverages advanced computational algorithms, such as neural networks, to enable systems to perceive environmental conditions, learn from data, reason about optimal actions, and interact with building automation systems. “Today, the most advanced HVAC Optimization leverages […]
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