Starbucks has discontinued an artificial intelligence-based inventory management platform less than a year after launching it across North America following employee complaints about repeated counting errors and unreliable product tracking.
By yourNEWS Media Newsroom
Starbucks has abandoned an AI-driven inventory management system introduced in stores across North America after workers reported persistent problems with inaccurate scans, incorrect item identification, and inventory mismatches.
The coffee chain deployed the technology in September 2025 as part of a partnership with NomadGo, a technology company that developed the Automated Counting platform. The software was intended to simplify inventory management by allowing employees to scan shelves using handheld mobile devices that could automatically recognize and count products including syrups, milk varieties, and beverage ingredients.
At the time of the rollout, company leadership promoted the tool as a way to improve supply chain efficiency while reducing time spent conducting manual inventory checks.
In a now-deleted company blog post published during the launch, Starbucks Chief Technology Officer Deb Hall Lefevre described the platform as a major operational improvement.
“With a quick scan using a handheld tablet, partners can instantly see what’s in stock — ensuring cold foam, oat milk, or caramel drizzle are always available,” Lefevre wrote. “Customers can enjoy beverages their way, every time — and partners spend less time in the backroom and more time crafting and connecting.”
According to a Reuters report, the system failed to perform reliably in stores. Employees reported the software regularly confused similar products, skipped items during scans, and generated inaccurate inventory counts.
Workers said the problems became especially noticeable with products that appeared visually similar, such as different milk containers or flavored syrup bottles. In some cases, the software allegedly failed to recognize products entirely during inventory sessions.
An internal company newsletter reviewed by Reuters informed employees that Starbucks would discontinue use of the automated system and return to traditional manual counting procedures. Beverage ingredients and milk products will now be inventoried using the same methods already used for other store supplies.
The company’s promotional materials appeared to capture some of the platform’s issues before its full rollout. Reuters noted that a demonstration video included in Starbucks’ original launch announcement showed the scanning software overlooking a bottle of peppermint syrup during an employee demonstration.
The decision to scrap the system after only nine months highlights ongoing difficulties businesses face when attempting to integrate artificial intelligence tools into day-to-day retail operations.
Although AI systems continue to expand into logistics, customer service, and operational management, the Starbucks experience illustrates how performance in controlled demonstrations can differ from results in fast-moving commercial environments with varying product layouts, lighting conditions, and packaging similarities.
The failed deployment also underscores the operational risks companies face when relying on automated systems for inventory tracking, particularly in industries where product availability directly affects customer orders and store performance.
Additional details about the discontinued program were first reported by Reuters.
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