Starbucks retires NomadGo inventory AI

Starbucks has retired the inventory-counting system it rolled out with NomadGo across North America less than a year after launch, according to reports published on May 23. The system had been deployed across more than 11,000 company-operated stores and was presented in September 2025 as a way to speed stock checks using computer vision, 3D spatial intelligence and augmented reality. (businesswire.com) Reports on the rollback said store workers had to recount scans, undercutting the promise that the tool would reduce manual work. The reversal closes a rollout that Starbucks and NomadGo announced on September 3, 2025, when the companies said the software would reach all company-owned and operated coffeehouses in North America by the end of that month. (thenextweb.com) At launch, Starbucks Chief Technology Officer Deb Hall Lefevre said the tool would streamline “a critical but time-intensive task,” while NomadGo Chief Executive David Greschler said the deployment validated the startup’s technology. ### When did Starbucks put this system into stores? September 3, 2025, was the date NomadGo announced the large-scale deployment. The company said the software was being integrated into more than 11,000 Starbucks locations across North America and would be in all company-operated stores by the end of September 2025. (techtimes.com) Nine months is roughly how long the system remained in place before Starbucks pulled it, based on the September 2025 deployment timetable and the May 23, 2026 reports of the retirement. Reuters was cited by several outlets reporting that the company had told stores to stop using the tool and return to manual counts. (businesswire.com) ### What was NomadGo supposed to do in practice? NomadGo said the system used smartphones and tablets to scan shelves, refrigerators, thaw racks and display cases. The company said the software could instantly recognize items such as milk jugs or coffee bags and overlay real-time data on the device screen for validation. (businesswire.com) At launch, NomadGo said the software delivered counts up to eight times faster than manual methods with 99% accuracy. Starbucks said faster counts would let store employees spend more time on drinks and customer service rather than inventory entry. (techtimes.com) ### What went wrong after rollout? May 23 reports said workers had to recount scans, which meant the system was adding checking work instead of removing it. The Next Web reported the tool had reliability issues and said Starbucks had reverted to manual counts. TechTimes described the problem as workers having to recount every scan. (businesswire.com) Other follow-up reports described miscounts involving milk and syrups, though the clearest common thread across the coverage was that store staff no longer trusted the automated results enough to rely on them without rechecking. Those reports cited Reuters as the underlying source. ### Why does this matter beyond one Starbucks tool? More than 11,000 stores made the deployment one of the larger recent retail uses of store-level AI for routine operations. (businesswire.com) Because inventory counts feed ordering and in-store availability, even small accuracy problems can force workers back into manual verification. (thenextweb.com) The September 2025 announcement had framed the software as a replacement for a “disliked and error-prone” manual task. The May 2026 rollback shows Starbucks has now reversed that decision in stores, at least for this workflow, after less than a year. (qz.com) ### What happens next for Starbucks and NomadGo? Manual inventory counting is now back in place in North American stores, according to the May 23 reports. Starbucks has not, in the sources reviewed, announced a replacement inventory system or a timetable for another rollout. NomadGo’s September 2025 announcement remains public and continues to describe the Starbucks deployment in terms of speed and accuracy. (businesswire.com) Any next step is likely to come from Starbucks store operations updates or a new statement from Starbucks or NomadGo after the May 23 rollback reports. (thenextweb.com)