Claude, an AI assistant, managed an automated store at Anthropic's office for a month, handling tasks like inventory, pricing, and customer service. While it showed strengths in supplier identification and customer interaction, it struggled with profitability due to issues like selling at a loss, poor inventory management, and giving excessive discounts.