Shelf Intelligence Reality Check: Why Only 9.1% of Retailers Are Ready

S2E7 Greg Buzek Breaks Down Shelf Intelligence - Computer Vision, RFID, and the Network Nobody's Talking About Every retailer says they're investing in shelf intelligence. Cameras, smart shelves, electronic shelf labels, computer vision, RFID, autonomous robots. The investment list has been the same for three years running. So why are only 9.1% of retailers actually running current computer vision, and only 12.2% running current ESLs? In this episode of Data Blades, Ricardo Belmar and Casey Golden sit down with Greg Buzek, President and Founder of IHL Group, to unpack the brand-new 2026 Retail Transformation Study: How Retail Leaders Outperform. It's the largest annual survey of retail technology leaders in the industry, and Greg's team interviewed more than 400 brands to build it. The data tells a story the industry hasn't fully reckoned with yet. Shelf intelligence applications in retail are not a hardware problem. The cameras are everywhere. The ESLs are on the shelves. The RFID tags are in the boxes. What's missing is the network, the edge compute, and the architectural roadmap to actually turn all of that hardware into intelligence. Greg walks through every layer of the modern shelf intelligence stack, the order he'd deploy it in if he were sitting in a retail CIO's chair this year, and the specific ROI numbers that separate the retailers winning at shelf intelligence from the ones still talking about it. In This Episode, You’ll Learn:What shelf intelligence actually means in 2026 and why the definition has expanded beyond "the manager walking the aisles" Why the network is the deciding factor for every shelf intelligence deployment, regardless of which sensors you choose How RFID sales winners outperform peers by 6.5x, and why Walmart is now tagging items under a dollar Why computer vision deployment is still under 10% across retail, and the hidden reason most pilots stall The controversial story behind electronic shelf labels, COVID, and the union pushback that's happening right now How facial recognition reduces theft by 74%, and the cultural reasons it has not gone mainstream in the US Why 80% of grocery SKUs sell less than one unit a week, and what that means for shelf intelligence and assortment strategy Greg's recommended deployment order for retail CIOs: network first, then edge, then ESLs, then RFID, then computer vision Resource LinksHow Retail Leaders Outperform - https://www.ihlservices.com/product/how-retail-leaders-outperform/Shelf Intelligence Report - https://www.ihlservices.com/product/shelf-intelligence-report-rebuilding-retail-relationships-through-automation/Adapt or Be Outpaced - https://www.ihlservices.com/product/adapt-or-be-outpaced-tech-imperative-for-retails-midmarket/Fixing Inventory Distortion - https://www.ihlservices.com/product/fixing-inventory-distortion-whos-winning-whos-failing-whats-working/Closing the Execution Gap - https://www.ihlservices.com/product/closing-the-execution-gap/Support Our SponsorsThis Episode is Brought to You By RetailClub.Join 2,000 retail leaders at RetailClub AI Festival, September 22–24 in Huntington Beach. Dive deep into how AI is reshaping retail while soaking up the sun at a fully outdoor, beachside venue. Decision-makers from retailers and brands can attend with free tickets and up to $1,250 in travel reimbursement. Head to retailclub.com to learn more. https://retailclub.com/retail-razor-podcastSubscribe & FollowDon't forget to like and subscribe to The Retail