Starbucks Scraps 9-Month AI Inventory Tool in North America After Miscounts

4 articles · Updated · Reuters · May 21

Starbucks ended its Automated Counting program this week across North America, retiring the AI inventory tool nine months after a rapid September rollout to stores.
The app, used to count milk and other beverage components with tablet cameras and LIDAR, frequently miscounted or mislabeled items, Reuters reported earlier, undermining efforts to reduce shortages.
Starbucks said it is reverting those categories to standard manual counting to improve consistency and execution at scale, while pursuing more frequent daily replenishment and broader supply-chain fixes.
The setback hits a technology push central to CEO Brian Niccol's turnaround, even as Starbucks posted its strongest quarterly sales growth in 2-1/2 years and its stock has risen 24% in 2026.

Was Starbucks’ swift AI pullout a sign of decisive leadership or a costly strategic misstep?

If a giant like Starbucks failed, is the dream of fully automated retail inventory just an illusion?