Companies around the world are increasingly incorporating AI technology into their operations, but it is not necessary that every experiment be successful. The latest example of this has come from Starbucks. The company has decided to discontinue its AI-based inventory tool launched in September 2025 after just 9 months. Employees had raised questions on its accuracy, after which the company had to take this step.
AI tool was brought to count stock
According to the Fortune report, Starbucks implemented an AI-based inventory tool developed by Nomadgo in its stores in September 2025. The purpose of this system was to automate the counting of syrup, milk and other essential items so that employees’ time could be saved and stock management could be improved. The company hoped that this technology would make the operations of stores more effective. Although initially this experiment was considered quite modern and useful, but with time, complaints started coming continuously from the employees. Employees said that the system sometimes showed differences between the actual stock and the recorded stock, which affected the functioning.
Employees raised questions on accuracy
According to the Fortune report, Starbucks shift supervisor Carl Edison said that due to this system, the stores had to restructure their storage areas. This increased the additional workload on the employees. Earlier in the Reuters report it was also revealed that the AI tool sometimes misidentified the products and also made mistakes in counting the goods. In some cases the system even failed to recognize the products on the shelf. Due to these problems, the employees’ confidence in this technology started decreasing and unnecessary problems started arising in the daily operations of the stores.
There is a big lesson for companies
This case of Starbucks shows that AI technology is still not completely reliable, especially when it is entrusted with important tasks autonomously. This is not the first case when an AI system has not performed as well as expected. Earlier, many irregularities were also revealed in an AI-powered vending machine experiment of Anthropic, where the system made products like PlayStation 5 and wine available to the people for free. Such examples show that companies should thoroughly test AI’s true potential and limitations rather than adopting it just because of a trend. Incorporating AI into critical business processes without adequate testing can sometimes backfire.
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