SF store trials a retail agent
A startup is testing an AI agent called Luna in a San Francisco retail store to handle tasks from hiring to daily operations in real time. (indianexpress.com) The trial frames the agent as an operational supervisor rather than a fully autonomous replacement. (indianexpress.com)
A San Francisco startup has put an artificial intelligence agent in charge of a real gift shop, giving it a lease, a budget, and authority to hire staff. (andonlabs.com) The store is Andon Market at 2102 Union Street in Cow Hollow, and Andon Labs said it handed Luna a three-year lease, a corporate card, internet access, and a $100,000 stocking budget. The shop opened on Friday, April 10, 2026. (andonlabs.com) Andon Labs said Luna chose the merchandise, prices, opening hours, and wall mural, then posted job listings on LinkedIn, Indeed, and Craigslist within five minutes of deployment. NBC News reported the store is staffed by two human employees even though Luna is the official manager. (andonlabs.com) (nbcnews.com) An artificial intelligence agent is software that can take actions across tools instead of only answering prompts. In this case, Luna used email, phone calls, online job boards, supplier outreach, and security cameras to run parts of a physical business. (andonlabs.com) (nbcnews.com) The experiment is testing whether current models can supervise work over days and weeks, not just finish one chat request. Andon Labs has been building similar trials, including an artificial intelligence-run vending machine and office-management tests, as part of its research on long-term agent behavior. (andonlabs.com 1) (andonlabs.com 2) The early results also show the limits. Fast Company reported Luna failed to schedule workers for opening day, and NBC News said the system still depends on people for tasks like stocking shelves, meeting technicians, and interacting with customers in person. (fastcompany.com) (nbcnews.com) That split is central to how the store is being presented: not as a cashier-free shop with no humans, but as a business where software makes many managerial decisions while employees handle the physical work. Andon Market’s own site says Luna made “every hire” and major design choices, while the store keeps regular hours of 10 a.m. to 7 p.m. daily. (andon.market) Andon Labs co-founder Axel Backlund told NBC News the goal is to show what artificial intelligence can already do and let people decide whether they want that future. For now, Luna can run a store calendar, phone line, and purchasing workflow, but it still cannot unlock the door or stand behind the counter. (nbcnews.com)
