Starbucks Abandons Its AI Inventory Tool After Only Nine Months

Starbucks is ending its AI-based Automated Counting system after it repeatedly miscounted and mislabeled store items.

The inventory tool, launched in North American stores in 2025, had been used to speed up counting and improve supply-chain accuracy.

Employees and reports said the system often confused products, making manual checks necessary.

The rollback highlights how quickly AI tools can be dropped when they do not work reliably in real-world retail operations.