Starbucks Discontinues AI Inventory Tool Due to Accuracy Issues
Starbucks has ceased the use of an AI-driven inventory management tool across its North American locations following a series of reported inaccuracies, including confusion between oat milk and dairy products. According to internal communications seen by Reuters, this decision marks a significant reversal in Starbucks' recent technological advancements aimed at improving stock control.
The AI inventory system was part of a nine-month rollout initiated by CEO Brian Niccol to tackle ongoing stock shortages affecting sales. However, the tool's withdrawal emphasizes the difficulties the company faces in relying on automation for daily operations. The tool, which utilized tablets with cameras and LiDAR sensors to automate inventory counts, will be replaced by manual counting methods already in use for other categories.
An internal newsletter dated Monday confirmed the discontinuation, stating, 'Starting today, Automated Counting will be retired.' Starbucks employees had been expected to benefit from faster and more precise inventory counts, but the tool often miscounted or mislabeled items, particularly similar-looking products like different milk types.
Starbucks explained that the decision to end the program aligns with broader efforts to standardize inventory counting across its coffeehouses. The company is focusing on consistency and execution at scale, aiming for more frequent daily replenishments and ongoing supply chain improvements. 'Our goal is simple – if it's on the menu, customers should be able to order it,' Starbucks stated.
The AI tool had been rapidly deployed across North America in September, replacing manual counts for selected products. Despite initial promotional efforts, reliability concerns surfaced, with a video showing the system failing to recognize a bottle of peppermint syrup.
The program had undergone development for several years before its nationwide expansion under Niccol, who has been focusing on operational improvements through a strategy called 'Back to Starbucks.' Despite this setback, Starbucks remains committed to technology, investing in AI solutions to support order sequencing and assist baristas during peak hours. Morningstar analysts suggested these initiatives might eventually improve restaurant-level margins by reducing labor costs and waste.
Financially, Starbucks has shown both progress and challenges. The company reported its strongest quarterly sales growth in over two years last month, but North American operating margins have decreased to 9.9% from 18% two years prior. Starbucks shares have risen 24% so far in 2026 as the company balances increased spending on technology and staffing with profitability goals.
