Energy and Facility Management

The large general merchandise retailer Walmart provides the most comprehensive publicly documented deployment of AI-driven facility management in retail. As reported by CNBC in August 2025, Walmart deployed digital twin technology powered by spatial AI across 4,200 store and Sam's Club locations in the United States. The system enables the retailer to detect, diagnose, and remediate equipment issues up to two weeks before failure occurs. In its first full year of operation, the system reduced emergency maintenance alerts by 30% and cut refrigeration maintenance spending by 19% across Walmart U.S., according to Brandon Ballard, group director of real estate at Walmart. Willow, the digital twin platform provider, noted that the deployment allowed Walmart to transition from reactive to proactive facility operations across its 4,700 U.S. stores and 300 supply-chain assets.

In the grocery sector, a mid-sized specialty grocer deployed Axiom Cloud's AI-powered energy efficiency module across more than 100 stores in 2025, targeting refrigeration systems that represent over 50% of electricity costs. The platform integrated with existing refrigeration controllers without requiring new hardware, using AI to identify optimization opportunities buried in controller data across the store network. In the food distribution sector, HelloFresh, the meal-kit distributor, reported that predictive insights from the same provider's platform enabled the company to perform targeted subcooler maintenance rather than adding thousands of pounds of refrigerant, with a single maintenance event saving more than the annual cost of the AI platform, according to a testimonial from the company's vice president of safety, maintenance, and reliability engineering.