Starbucks’ AI tool didn’t die in a pilot. It died in 11,300 stores.

Starbucks ended its AI-powered inventory tool developed by NomadGo after deployment in all 11,300 stores due to practical issues like reflection errors, Wi-Fi problems, and legacy backend constraints. Despite high accuracy in tests, the system struggled with changing inventory and integration with outdated infrastructure, leading to a costly program cancellation.