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Starbucks discontinued its Automated Counting AI inventory tool nine months after launch due to repeated errors in object recognition. The system failed to distinguish between whole, oat and milk cartons and often miscounted or missed stock. Manual overrides were required in most cases. The move reflects a shift toward operational consistency over tech experimentation.
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