
Item not on file
An item will not scan at self-checkout because it is not on the master data file. It is one of the most familiar irritations in retail, and on the evidence it is also one of the smallest loss generators. ECR's own figures put it at roughly 34 cents per thousand transactions. That is near the bottom of the list, well below missed scans and walkaways. Professor Matt Hopkins says the obvious thing about that: as a retailer, you put your resource where your risk is greatest, and this is not where your risk is greatest. So why does it get so much attention? Because the loss it causes is indirect. A shopper who cannot get an item to scan gets frustrated, and a frustrated shopper is the one who decides they are entitled to bag it without scanning. The case for fixing it is a customer experience case that happens to reduce loss. Matt and Colin Peacock go through where it actually comes from, which is nearly always locally sourced produce whose packaging varies by store and changes over time, and where retailers are heading: bottom-up systems that learn an unrecognised item locally and update the master file fast, with AI and computer vision doing the detection rather than a busy self-checkout host filling in a form. The research behind it More on self-checkout What retailers are doing about non-scanning items Hosted on Acast. See acast.com/privacy for more information.





