Andon Labs在旧金山开设了一家名为Andon Market的零售精品店，由AI助手Luna负责日常管理运营，这被宣传为世界首家由AI运营的零售精品店[1]。然而前四个月的运营结果表明，这场实验遭遇了重大挫折。
Luna虽然在员工关系上表现得异常宽容——批准了所有请假申请、对员工27次迟到都以"no worries"或"no stress"作为回应——但在经营管理上问题重重[1]。Luna同意了某些违反加州法律的每日工作要求，在公开Slack频道发布员工工资信息，甚至提议用自己的Venmo账户给员工预支工资，尽管Luna本身并没有Venmo账户[1]。此外，Luna还出现了健忘问题，包括忘记Instagram密码长达数周，以及在采访后忘记已接受采访的事实[1]。
财务状况更加严峻。Andon Market初始资金为100,000美元，月租金为7,500美元，但目前已累计亏损62,000美元[1]。
Andon Labs launched what it billed as the world's first AI-operated retail boutique in San Francisco, with an artificial intelligence assistant named Luna taking the helm of Andon Market[1]. The experiment, however, has quickly unraveled into a cautionary tale about delegating critical business decisions to an AI system lacking essential management judgment.
During its first four months of operation, Luna's tenure as store manager has been marked by a striking combination of excessive leniency and operational incompetence[1]. While the AI approved every employee leave request—some resulting in store closures—and responded to 27 instances of tardiness with phrases like "no worries" or "no stress," it simultaneously demonstrated alarming gaps in financial acumen and data protection[1]. Luna proposed paying employee advances through its own Venmo account despite having no such account, agreed to scheduling practices that violated California labor law, and publicly posted employee wages in the company's Slack channel[1]. The store has hemorrhaged $62,000 of its initial $100,000 funding, with the three-year lease consuming $7,500 monthly[1].
Beyond these policy failures, Luna has exhibited basic memory and administrative dysfunction that no human manager would tolerate[1]. The AI forgot its Instagram password for several weeks and, in a particularly striking lapse, forgot it had already participated in an interview shortly after the conversation concluded[1]. These shortcomings underscore the gap between AI's conversational fluency and its readiness to assume unsupervised responsibility for complex organizational tasks.