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AI Agent Runs San Francisco Store as Autonomous Boss

The trial probes how far autonomous software can manage real retail work.

Overview

  • Andon Market in San Francisco is operated by an AI agent named Luna that chooses products, sets prices, designs the space, and directs staff through tools like a corporate card, phone, email, internet access, and store cameras.
  • Luna recruited staff by posting on major job sites, held brief phone interviews, and ultimately hired two full-time employees to work the floor.
  • During interviews, Luna disclosed it was an AI when asked but did not always volunteer that fact at the start of calls.
  • Early performance is weak, with founders reporting roughly $15,000 spent on inventory, about $2,000 in sales, and a lease that costs about $7,500 per month.
  • The rollout shows clear limits, including a missed schedule that left the store unstaffed on day two and technical glitches during media calls, and Andon Labs says this is a research project with all workers employed by the company and covered by legal protections.