How LLMs, agentic AI, and ML are reshaping commercial energy management — from M&V automation to closed-loop HVAC control. Practitioner-grounded, hype-skeptical.
Most energy managers use Claude as a chatbot — one of six modes. A field guide to the other five, applied to meter QA, monthly M&V reporting, demand-spike triage, and utility-bill verification.
Agentic AI for building energy is past hype and into early deployment. A practitioner's field guide to what LLM-based BEMS actually does — natural-language ops queries, closed-loop HVAC control, autonomous M&V — and where it quietly fails. Grounded in current research and what we are building.
By Chris Mbori The Big Picture Globally, there is a quiet revolution going on.The twin forces of Artificial Intelligence (AI) and real-time energy monitoring are converging, creating an unprecedented opportunity to reshape how we consume and manage energy. The International Energy Agency has…
Introduction In today's world, saving energy isn’t just good for the environment, it's smart business. Companies everywhere are seeking ways to reduce costs, comply with regulations, and enhance their environmental image. ISO 50001 is a global standard that enables organizations to manage their…
Introduction In a world where every kilowatt and cubic meter counts, facility managers are under pressure to optimize operations, cut costs, and meet sustainability goals—all at once. But traditional methods of managing energy and utilities often fall short, especially when real-time decisions are…
By Mary Korir In an industry as dynamic and complex as the energy sector, staying ahead requires more than just foundational knowledge. Continuous learning has become not only beneficial but essential for professionals looking to thrive in this ever-evolving landscape. As technologies advance and…
By Ruth Carol Atieno Solar photovoltaic (PV) systems are increasingly becoming a cornerstone of sustainable energy solutions worldwide. However, the efficiency of these systems is crucial to their effectiveness and economic viability. Here, we explore key factors influencing solar PV efficiency…
By Carolyne Gathuru There’s a huge debate! A typical debate scenario with the proposers and opposers taking the stand. The motion in question and the topic under dispute in the debate is the statement: ‘Soft’ skills are more impactful than ‘hard’ skills in the workplace for Engineers The opposers…
By Albert Kibiwott Africa’s youth are the key drivers for harnessing clean energy. The future of Africa depends on inclusivity of the youth in stimulating its growth, especially in the green energy sector. Programs, such as the Youth in Energy Empowerment Program, are what governments and…
Machine Learning and Big Data Career Opportunities in the Evolving Energy Space The importance of cutting past the excitement and incorporating actual use cases of big data, the internet of things, and machine learning in the energy sector is increasingly becoming apparent as more and more…
