RFID delivers 98% read rates and 50% waste cuts as Kroger rebuilds its supply chain data

Kroger's RFID bakery pilot across roughly 1,500 stores has hit a 98% read performance, cut waste by 50% and sped up inventory counts by nearly 70% — results the grocer now plans to extend to more than 2,300 stores by 2029. The figures, disclosed at an Oct. 20 analyst and investor day, mark one of the largest item-level RFID commitments in US grocery retail and a signal to suppliers that shelf-level data sharing is becoming a condition of doing business with the chain.

The Cincinnati-based grocer is pairing radio-frequency identification tags with digital shelf labels, computer vision, robotics and artificial intelligence to improve inventory flow, freshness and on-shelf availability. For supplier partners, the most consequential move is Kroger's decision to share computer vision data directly with them — a step aimed at raising on-shelf availability and sales.

EVP and Chief Store Operations Officer Mark Ibbotson told analysts the shared data gives Kroger "better signals" to make faster decisions and take clearer actions. CEO Gregory Foran framed the program's economics bluntly: "Every single one of these actions has the same goal: take cost and complexity out, put the savings back into customer value and execution, and expand margins over time."

What do the RFID numbers actually mean?

A 98% read performance means the technology successfully recognizes nearly every tagged item it scans — a threshold that makes automated counting reliable enough to replace manual routines. Inventory counts that once took staff hours now run nearly 70% faster, and the 50% waste reduction translates directly into margin on fresh goods, where shrink is most punishing.

"That is a better store routine, less counting, better information, lower waste, higher availability and of course, more sales," Ibbotson said. "The next job is to use trusted item level data to improve replenishment, production markdowns and fresh decisions across more of our fresh [category]."

The rollout timeline — from roughly 1,500 pilot stores today to more than 2,300 by 2029 — implies a multi-year tagging and hardware investment that tag vendors, label converters and RFID reader suppliers will compete to supply. It also pressures competing grocers to accelerate their own item-level visibility programs or risk falling behind on fresh-category availability.

How does AI fit into the picture?

RFID gives Kroger a stronger item-level signal, but the grocer is layering AI on top of it. The company's AI tool currently connects with 20 data pipelines and provides visibility down to the store-item level, combining sales, inventory and sell-through data to help identify and combat risks earlier.

Ibbotson described a compounding feedback loop: each event should sharpen the next decision, with post-event analysis improving the next buy, the next allocation and the next execution decision. "Better signals lead to better actions," he said. "And those actions improve the data we use the next time."

Where is Kroger adding physical capacity?

EVP and CFO David Kennerley said the supply chain investments fund high-return productivity that creates capacity to support new stores and e-commerce demand. The most concrete project is a new automated facility in Franklin, Kentucky, built to serve Kroger's Nashville, Tennessee, and Louisville, Kentucky, divisions, with completion expected in 2028.

That facility investment comes after a notable retrenchment elsewhere. Kroger scaled back its fulfillment center partnership with UK retail technology developer Ocado after assessing whether the robotic-equipped sites met performance benchmarks. Last year the grocer canceled plans for an automated e-commerce fulfillment center in North Carolina developed with Ocado, and a Tennessee facility was set to close earlier this year.

The contrast is instructive for warehouse automation vendors and grocery supply chain planners alike: Kroger is doubling down on in-store data capture and selective automated distribution, while pulling back from capital-heavy robotic fulfillment that failed to clear performance hurdles.

For suppliers and logistics partners, the trajectory points toward tighter, data-driven collaboration. As RFID coverage broadens toward 2,300-plus stores and the Kentucky site opens in 2028, expect item-level data to increasingly drive replenishment, markdown and fresh-category decisions across Kroger's network.