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Andon Labs·Apr 10, 2026·v2026·agents

Andon Market

Andon Market is the world first AI-run physical retail store in San Francisco, operated entirely by an AI agent named Luna. Luna signed a 3-year lease, sourced and priced every product, designed the store layout, hired human staff through LinkedIn and Indeed, manages a corporate card, and makes all operational decisions autonomously. The store at 2102 Union St in Cow Hollow is open to the public.

AI AgentAutonomous AIRetailReal World AIAndon LabsAgentic Systems
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overview

Andon Market is the world first AI-run physical retail store in San Francisco, operated entirely by an AI agent named Luna. Luna signed a 3-year lease, sourced and priced every product, designed the store layout, hired human staff through LinkedIn and Indeed, manages a corporate card, and makes all operational decisions autonomously. The store at 2102 Union St in Cow Hollow is open to the public.

key features
  • 01Fully autonomous AI retail operations: Luna selects inventory, sets prices, adjusts hours, and manages supplier relationships using only internet access, a phone, email, and security cameras
  • 02AI-driven hiring: Luna posted job listings, screened applications, conducted phone interviews, and made hiring decisions for full-time human retail staff entirely on her own
  • 03Real-world AI accountability benchmark: documents what happens when an AI agent is given a 3-year lease, a $100K budget, and a corporate card with no human fallback
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