Starbucks has retired an AI inventory-counting tool after workers reported repeated mistakes in North American stores.
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Starbucks decided an AI tool that was supposed to help workers count products in stores. The system, called Automated Counting, had been across North American locations for about nine months. According to reporting based on an internal company newsletter and people familiar with the decision, the tool often made mistakes when counting or identifying items.
The idea behind the tool was simple. Store workers could use an app to scan shelves, and the AI would help count products such as milk, syrups, and other beverage components. Better inventory data was meant to help Starbucks reduce , waste, and last-minute confusion. , the technology could save time and give managers a clearer picture of what each store needed.
, the system became another example of how difficult “simple” automation can be. Reuters previously reported that the app sometimes confused similar milk types or failed to recognize products correctly. An internal note said beverage components and milk would now be counted the same way as other inventory categories. Some workers reportedly welcomed the change because the AI tool had added instead of removing it.
The decision does not mean Starbucks is giving up on technology. CEO Brian Niccol has been using new tools as part of a wider turnaround plan for the chain. But the inventory tool shows that AI must work reliably in , not just in a demo. A busy cafe is full of reflections, changing shelves, different packaging, and time pressure. If an AI tool cannot handle that messiness, workers may spend more time correcting it than doing the job manually.
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