Trane and Amazon Cut Energy Use 15% With AI Across Fulfillment Centers

Details

• Trane Technologies and Amazon have collaborated to deploy BrainBox AI, an autonomous building optimization platform, across Amazon's grocery fulfillment and distribution centers in North America, achieving 15% energy reductions at three pilot sites—double the initial target.
• Trane, which acquired BrainBox AI in January 2025, leverages AWS infrastructure and services like Amazon S3 and Amazon Bedrock to scale the technology and support the project.
• BrainBox AI optimizes HVAC systems autonomously using real-time building and weather data alongside occupancy patterns, reducing energy consumption and operational emissions while maintaining performance standards.
• The technology has already been deployed in over 14,000 commercial buildings globally and was highlighted as one of TIME's Best Inventions in 2024. BrainBox AI's participation in Amazon's 2024 Sustainability Accelerator validated its effectiveness for large-scale operations.
• Looking ahead, the partnership aims to expand to more than 30 U.S. sites, with pilots planned for Amazon grocery stores beginning in 2026, all aligned with Amazon’s net-zero carbon pledge for 2040.

Impact

This collaboration marks a significant step in enterprise adoption of autonomous AI for building efficiency within the climate tech sector. By combining Trane’s technology with AWS’s cloud capabilities, the partnership demonstrates how established brands can drive measurable decarbonization. These results bolster the business case for AI-driven HVAC controls as companies accelerate toward net-zero commitments.