AI isn't just changing the front end of retail — it's exposing whether the back end can keep up. In this week's Retail Reality Check, we unpack how the dual force of AI and automation is reshaping retail from the digital storefront all the way down into the supply chain. As Greg Buzek of IHL Group frames it, this isn't about bolting on shiny features; it's a ground-up rebuild of how retail business actually gets done. And the through-line is simple: when an AI agent does the shopping and a robot does the picking, your inventory data has nowhere to hide. We start where the customer starts — search and discovery. Albertsons has expanded its partnership with commerce intelligence platform Criteo to embed sponsored product discovery inside AI-powered conversational search, where more than 85% of those searches now begin with open-ended, exploratory questions rather than a typed product name. Then we move to beauty, where L'Oréal's deepening OpenAI partnership puts Maybelline virtual try-on directly inside ChatGPT and trains 73,000 employees on generative AI. From there it's into the physical world: Landpower cutting stocktaking time 75% with Zebra scanning across 50+ Australia and New Zealand locations, and HelloFresh deploying 39 cold-hardened Locus robots in 12,000 square feet of chilled fulfillment. We close with a rapid-fire lightning round covering Kroger's electronic shelf label expansion, Marks & Spencer's £140 million infrastructure bet, Disney Store's iOS shopping assistant, Firehouse Subs on Toast, Estée Lauder's Pinterest scent scanner, Gap Inc. with Google Cloud, Fatland's RELEX automation, GoTo Foods on Favor, Nikora's factory-wide Zebra RFID, Edible Brands replatforming to Shopify, and Hattie B's new ordering platform. The takeaway for every retail leader: the durable advantage isn't the feature shoppers can see — it's the clean, connected data underneath it. Why more than 85% of Albertsons' AI conversational searches now start with exploratory questions — and what that means for retail media placement How L'Oréal is scaling AI across its entire organization, from Maybelline try-on in ChatGPT to mapping the skin microbiome with OpenAI's GPT-Rosalind model How Landpower cut stocktaking time by 75% — from roughly four hours down to under one — across a 74,000-product-line, two-country network Why HelloFresh needed a custom "heated motor" robot to run 39 Locus Origin units inside chilled fulfillment space What Kroger's electronic shelf label rollout signals about labor savings — and why lawmakers are watching the dynamic-pricing question Why Marks & Spencer is treating a 140-year-old retailer like a data company, prioritizing backend "plumbing" over front-end flash The strategic question every retailer should ask: are you adopting AI to keep up, or to redefine your operating model? 00:00 - Introduction: the dual power of AI and automation reshaping retail (Greg Buzek, IHL Group)00:37 - Albertsons + Criteo: sponsored product discovery inside AI conversational search01:11 - Why 85%+ of AI searches start with open-ended questions01:30 - L'Oréal + OpenAI: Maybelline virtual try-on inside ChatGPT01:55 - L'Oréal scales AI org-wide: 73,000 employees trained, GPT-Rosalind, CreAItech02:38 - Automating the physical world: Landpower's Zebra scanning rollout03:17 - Landpower's 75% stocktaking time reduction explained04:07 - HelloFresh: 39 cold-hardened Locus robots in chilled fulfillment04:41 - Lightning round begins: Kroger electronic shelf labels05:00 - Marks & Spencer's £140M backend investment05:30 - Disney Store iOS assistant, Firehouse Subs on Toast, Estée Lauder scent scanner06:12 - Gap Inc. + Google Cloud, Fatland + RELEX, GoTo Foods + Favor06:53 - Nikora Zebra RFID, Edible Brands to Shopify, Hattie B's new platform07:36 - Closing thought: keep up, or redefine your retail reality? Featured stories (full narrative and 40+ case studies): IHL Services Newsletter — June 27, 2026 issue (https://www.ihlservices.com)