The UK government has unveiled support for ten innovative British artificial intelligence projects under its Plan for Change, aimed at reducing household energy bills and making homes warmer. These projects, finalists in the prestigious Manchester Prize, encompass a range of new technologies, from drones that map neighborhood heat loss to smart panels that heat homes from the outside. Each finalist has received £100,000 in seed funding and £60,000 in compute credits, along with hands-on guidance and access to an expert network, accelerating their path toward large-scale deployment and commercialization.
The shortlisted initiatives demonstrate artificial intelligence´s transformative potential for tackling climate change, supporting economic growth, and creating affordable clean energy solutions. Highlights include EnergyWall, a system that retrofits buildings with artificial intelligence-designed heating panels, simplifying heat pump installation; thermal drones by Kestrix that conduct large-scale, three-dimensional energy surveys for rapid and cost-effective home insulation planning; and Agent Net Zero, an artificial intelligence-powered platform offering real-time, actionable sustainability insights for industrial companies. Other projects address the decarbonization of logistics and heavy industries, advanced solar panel recycling, grid stability analytics, and optimization of biogas and steel manufacturing processes with artificial intelligence models.
Government ministers emphasize the importance of these breakthroughs in enabling the UK to advance its clean energy superpower ambitions and in helping households benefit from lower energy costs. The projects are expected to not only improve public services and advance environmental goals, such as net zero emissions, but also to create scalable, near-term solutions that can be adopted by 2030. The winner of the £1 million Manchester Prize, due to be announced in 2026, will be selected based on technical innovation, market readiness, and demonstrable impact. By investing in these artificial intelligence-led solutions, the government seeks to transform the UK´s approach to energy efficiency, decarbonization, and sustainable economic growth, driven by homegrown innovation.