By Sachin Mohan · AIM Media House
The retail AI conversation begins and ends with the same two names. Walmart's agentic commerce ambitions , Amazon's Rufus shopping assistant, and the AI infrastructure investments of the country's two largest retailers dominate coverage of what is happening at the intersection of grocery and artificial intelligence.
Meanwhile, a family-owned chain from St. Louis with 114 stores and nearly 12,000 employees has quietly built one of the most comprehensive AI deployments in American grocery retail. It has been doing so since 2017. The chain is Schnucks.
Most people outside Missouri, Illinois, Indiana, and Wisconsin have never heard of it. That is the point. The Robot That Started It All In 2017, Schnucks began piloting Tally, an autonomous aisle-scanning robot from Simbe Robotics, at three stores .
The device traverses store aisles up to three times a day, using sensors to capture inventory levels, price accuracy, and promotional execution across every shelf in the store.
By 2021, Schnucks had expanded Tally to all 111 of its stores, claiming the title of first grocer in the world to use AI-powered inventory management technology at scale. The claim has stood. The results validated the investment.
Tally identifies out-of-stock items 14 times more efficiently than manual scans by human associates and has reduced out-of-stocks between 20 and 30 percent depending on the category, according to the company.
Dave Steck, Ex-VP of IT Store and Emerging Technologies at Schnucks, described what the robots revealed: "It's giving us opportunities to find other places in the supply chain that we thought were working." Schnucks subsequently extended Tally's remit beyond dry goods to cover fresh and refrigerated products, categories where out-of-stocks are harder to detect and more consequential.
Today, Tally operates in all 114 stores, covering the full store footprint three times every day.
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