Trane Technologies and Amazon announced results through advanced AI to improve energy efficiency and decarbonization in key real estate assets. The project, powered by Trane Technologies through BrainBox AI, in conjunction with AWS, showcases a successful collaboration in building decarbonization, delivering proven solutions that reduce energy use and carbon emissions. Initial deployment at three pilot Amazon Grocery fulfillment facilities in North America exceeded expectations, achieving energy-use reductions of nearly 15% - more than double the original project targets.
BrainBox AI, autonomously optimizes heating, ventilation, and air conditioning (HVAC) systems, reducing energy consumption, carbon emissions, and operational costs without compromising comfort or performance. Following the success of these initiatives, deployment is planned for the remaining Amazon Grocery fulfillment and distribution centers across more than 30 sites in the U.S. Furthermore, plans to pilot in grocery stores will begin in 2026. This initiative aligns with Amazon's two-pronged approach to sustainability: decarbonizing existing buildings through smart technology while prioritizing energy-efficient and low-carbon materials in new construction.
It also advances Amazon's commitment to reach net-zero carbon by 2040 under The Climate Pledge, while enhancing operational efficiency and long-term cost savings. In 2024, BrainBox AI was selected as one of the eleven innovative start-ups to participate in the Amazon Sustainability Accelerator Climate Tech Pilot. As part of this program, BrainBox AI was given the opportunity to trial its technology within Amazon's operations, contributing to Amazon's broader efforts to address major sustainability challenges.
Using AWS' AI technology which contains over 10 key AWS solutions such as Amazon S3, and Amazon Bedrock, BrainBox AI cleared the pathway for the Amazon Grocery fulfillment sites' contribution as a driver of progress toward this goal. Its inclusion in the accelerator cemented the company as a recognized leader in climate-focused technology innovation, working alongside other start-ups to drive impactful change within large-scale operations. Trane Technologies acquired BrainBox AI in January 2025.
The companies previously teamed up for more than two years, combining BrainBox AI's leading artificial intelligence technology with Trane Technologies' advanced building management and digital capabilities.
