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rel="icon" type="image/png" href="/_next/static/media/favicon-16x16.d315d746.png"/><title>Inside Amazon’s secret Just Walk Out lab, where checkout-free shopping comes alive</title><meta name="description" content="Get a peek inside the Just Walk Out test lab in Seattle, Washington, where researchers are creating the future of shopping."/><meta name="author" content="Amazon Staff "/><meta name="category" content="Retail"/><meta name="parsley-tags" content="Just Walk Out technology, Artificial Intelligence , Physical retail, Retail, Shopping, AWS, Innovation, Puget Sound region"/><meta name="brightspot.contentId" content="00000192-8b20-d3cc-ad92-cfa2b9d90001"/><meta name="featureFlags" content="{"redesign":false}"/><link rel="canonical" href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-lab-photos"/><link rel="alternate" hrefLang="en-US" href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-lab-photos"/><meta property="og:title" content="Inside the lab where Amazon is reimagining retail "/><meta property="og:description" content="Get a peek inside the Just Walk Out test lab in Seattle, Washington, where researchers are creating the future of shopping."/><meta property="og:image" content="https://assets.aboutamazon.com/dims4/default/e3f3c5b/2147483647/strip/true/crop/2550x1275+0+80/resize/1200x600!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F3a%2F2d%2Fa0aa1cc844d4a25278ea1af50b51%2Fhero002-jwo-lab-074-msb-1218160modcolor.jpg"/><meta property="og:image:type" content="image/jpeg"/><meta property="og:image:width" content="1200"/><meta property="og:image:height" content="600"/><meta property="og:type" content="article"/><meta property="article:published_time" content="2024-10-24T12:00:01.615Z"/><meta property="article:author:name" content="Amazon Staff "/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="Inside the lab where Amazon is reimagining retail "/><meta 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c-14.9,9.6-25.4,16.2-27.2,17.2c-7.7,3.9-13.1,4.4-20.5,4.4c-7.4,0-12.8-0.5-20.5-4.4c-1.9-1-12.3-7.6-27.2-17.2l-98.6,83.2 c-2,2-4.7,2.6-5.9,1.4c-1.2-1.1-0.3-3.6,1.7-5.6l82.1-92.5c-48.7-31.5-123.1-83.9-131.3-88.1c-8.8-4.5-9.3,0.8-9.3,4.9 c0,4.1,0,205,0,205c0,9.3,13.7,20.9,23.5,20.9H257h185.5c9.8,0,21.5-11.7,21.5-20.9c0,0,0-201,0-205 C464,153.9,464.6,148.7,455.7,153.2z"></path></g></svg></div></a><div class="copyLink" data-testid="copyLink"><button title="copy link" data-testid="copyLink-btn"><div data-testid="icon-LinkLight"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="none" viewBox="0 0 20 12.783"><g fill="#FFF" stroke-linecap="round" stroke-miterlimit="10"><path d="M4.59 3.6A4.61 4.61 0 0 0-.004 8.196 4.609 4.609 0 0 0 4.59 12.79h5.738c1.167 0 2.29-.443 3.14-1.24a1 1 0 0 0 .046-1.415 1 1 0 0 0-1.414-.045c-.48.45-1.112.7-1.77.7H4.59a2.579 2.579 0 0 1-2.594-2.594A2.578 2.578 0 0 1 4.59 5.602h5.74c.655-.001 1.283.247 1.762.693a1 1 0 0 0 1.414-.05 1 1 0 0 0-.049-1.415 4.586 4.586 0 0 0-3.129-1.228z"></path><path d="M9.66 0a4.586 4.586 0 0 0-3.258 1.353 1 1 0 0 0 .006 1.414 1 1 0 0 0 1.414 0 2.585 2.585 0 0 1 1.838-.763h5.74a2.58 2.58 0 0 1 2.598 2.594 2.586 2.586 0 0 1-2.6 2.595H9.656a2.58 2.58 0 0 1-1.756-.687 1 1 0 0 0-1.412.055 1 1 0 0 0 .054 1.414 4.578 4.578 0 0 0 3.115 1.219H15.4a4.615 4.615 0 0 0 4.6-4.594 4.609 4.609 0 0 0-4.6-4.594H9.662z"></path></g></svg></div></button><span class="copyLink__message ">Copy Link</span></div></div></div></div></div><div class="article-header__content"><h1 style="font-family:var(--font-ember-serif)">Inside the lab where Amazon is reimagining retail </h1><div class="article-header__content-author"><div class="article-header__author" data-testid="article-header__author"><p>Written by Amazon Staff </p></div></div></div></div></div></div></div><div class="ArticlePage-lead"><img alt="Just Walk Out Technology: view of Amazon's Just Walk Out lab in Seattle, Washington" src="https://assets.aboutamazon.com/3a/2d/a0aa1cc844d4a25278ea1af50b51/hero002-jwo-lab-074-msb-1218160modcolor.jpg" width="1240" height="698" loading="eager"/></div><div class="ArticlePage-wrapper ArticleType-article "><main class="ArticlePage-main "><article class="ArticlePage-mainContent"><div class="ArticlePage-subHeadline">Get a peek inside the Just Walk Out test lab in Seattle, Washington, where researchers are creating the future of shopping.</div><div class="ArticlePage-articleBody articleBody"><article><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Deep inside a Seattle building, behind a plain set of doors, lies what looks like an everyday convenience store. Except this one is different.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-promo"><div class="related-content is-aside" data-testid="RelatedContent"><div class="related-content__container"><div class="related-content__img"><a href="https://www.aboutamazon.com/news/innovation-at-amazon/amazon-one-medical-launches-ai-tools-for-better-patient-care"><img alt="A doctor speaking to a patient in an exam room. " height="200" role="" src="https://assets.aboutamazon.com/dims4/default/b118bb9/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F2a%2Fc9%2F8e542882464c92d0b32323a982d2%2Fhero001-amazononemedical-om-examroom4-2865.JPG" width="300" class=""/></a></div><div class="related-content__content"><a href="https://www.aboutamazon.com/news/innovation-at-amazon/amazon-one-medical-launches-ai-tools-for-better-patient-care"><h2 style="font-family:var(--font-ember)" class="related-content__title">Amazon One Medical launches AI tools to help doctors get back to focusing on patient care</h2></a><p>Reimagining primary care with AI helps ease administrative workload on providers.</p><a href="https://www.aboutamazon.com/news/innovation-at-amazon/amazon-one-medical-launches-ai-tools-for-better-patient-care" class="related-content__link">Read more<div data-testid="icon-ChevronRightButton"><svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" fill="none" viewBox="0 0 26 26"><circle cx="13" cy="13" r="12" stroke="#707379"></circle><path stroke="#232F3E" d="M11.727 16.584l3.857-3.857-3.857-3.857"></path></svg></div></a></div></div></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">It’s a glimpse directly into the future, a place where engineers and researchers are hard at work solving one of retail's most complex challenges: how to create a seamless and highly accurate checkout-free shopping experience.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Welcome to the </span><a target="_self" href="https://www.aboutamazon.com/news/tag/just-walk-out-technology"><span class="text ">Just Walk Out</span></a><span class="text "> test lab, where convenience and cutting-edge technology converge.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">While the lab looks exactly like a store that uses Just Walk Out technology, it’s a mock store environment that serves as a testing ground for the upgrades Amazon makes to the system.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">At Amazon, we remain steadfast in our commitment to Just Walk Out technology, and continue to invest in research and drive innovation as we believe frictionless, checkout-free shopping will be the future of physical retail. We offer Just Walk Out technology as a service to third-party retailers, and it is currently available in over 200 third-party locations at airports, </span><a target="_blank" href="https://www.aboutamazon.co.uk/amazon-just-walk-out-o2-arena-london"><span class="text ">stadiums</span></a><span class="text ">, </span><a target="_self" href="https://www.aboutamazon.com/news/retail/amazon-just-walk-locations"><span class="text ">universities</span></a><span class="text ">, </span><a target="_self" href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-technology-badge-pay"><span class="text ">hospitals</span></a><span class="text ">, and more in the U.S., UK, Australia, and Canada. We will launch more Just Walk Out stores in 2024 than any year prior.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="JWO" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/90b96a0/2147483647/strip/true/crop/9504x5346+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F75%2F3a%2Fcc27d6864b108b40e5bb6b4abfc3%2F078-msb-1218195modcolor.JPG" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">While the concept of Just Walk Out is simple—customers enter a store by tapping their credit card or mobile wallet, grab what they need, and simply leave without standing in a checkout line to pay, while the purchase is automatically charged to their payment method—the system behind it is anything but.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="JWO" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/56278ca/2147483647/strip/true/crop/9504x5346+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F08%2Fb5%2F6cf5f35d4765a62065e583bc4b4d%2F008-msb-1216786modcolor.JPG" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">To solve the problem of “who took what,” Just Walk Out uses cameras, weight sensors, and a combination of advanced AI technologies to accurately determine the variety and quantity of items a customer selects, and ultimately leaves the store with.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">To figure out the “who” part of the “who took what” equation, Just Walk Out associates a shopper with their payment method at the entry gate. Just Walk Out does not use biometrics-based technologies like facial recognition to identify shoppers—the system only tracks how their hand interacts with the products and fixtures (such as shelves or fridges), and correctly identifies the products and quantities they leave the store with. In fact, if a shopper comes to the store again with another credit card, the system would have no idea it was the same person.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: hands take products from a shelf in Amazon's Just Walk Out lab" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/f159dd4/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F0f%2Fe7%2F87a372b04582a5536539f35c78c1%2Farchive015-jwo-015-msb-1217060modcolor.jpg" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">“Figuring out the ‘what’ and how many items were taken by a shopper is a challenging AI problem to solve,” says Chris Broaddus, senior manager of Applied Science, Amazon Web Services (AWS). “For example, the system needs to accurately recognize how a shopper’s hands are interacting with the shelves—are they picking up a product, returning it, or just rummaging within the shelf?"</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-promo"><div class="related-content is-aside" data-testid="RelatedContent"><div class="related-content__container"><div class="related-content__img"><a href="https://www.aboutamazon.com/news/aws/amazon-US-department-of-justice-cybersecurity"><img alt="A shield laid over the inside of a computer." height="200" role="" src="https://assets.aboutamazon.com/dims4/default/4a1266f/2147483647/strip/true/crop/1688x1125+313+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F77%2F12%2Fd576708148e0bf368585d55040ca%2Fcybersecurity.png" width="300" class=""/></a></div><div class="related-content__content"><a href="https://www.aboutamazon.com/news/aws/amazon-US-department-of-justice-cybersecurity"><h2 style="font-family:var(--font-ember)" class="related-content__title">Amazon helps the US Department of Justice thwart international cybercriminal group Anonymous Sudan</h2></a><p>Two individuals behind the Anonymous Sudan cybercriminal group were indicted by the U.S. Department of Justice, which acknowledged AWS for its contributions.</p><a href="https://www.aboutamazon.com/news/aws/amazon-US-department-of-justice-cybersecurity" class="related-content__link">Read more<div data-testid="icon-ChevronRightButton"><svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" fill="none" viewBox="0 0 26 26"><circle cx="13" cy="13" r="12" stroke="#707379"></circle><path stroke="#232F3E" d="M11.727 16.584l3.857-3.857-3.857-3.857"></path></svg></div></a></div></div></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">To address these complexities, Just Walk Out’s </span><a target="_blank" href="https://aws.amazon.com/blogs/machine-learning/enhancing-just-walk-out-technology-with-multi-modal-ai/"><span class="text ">new AI system</span></a><span class="text "> looks at multiple inputs—cameras, weight sensors, and other data simultaneously—and prioritizes what’s most important to accurately determine the variety and quantity of items selected. It also uses continuous self-learning and transformer technology, a type of neural network architecture that turns inputs (sensor data, in the case of Just Walk Out) into tokens to generate outputs (receipts for checkout-free shopping).</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: work on a whiteboard in Amazon's Just Walk Out lab" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/cd1b52b/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Ffc%2F18%2F4dea1d3045319afe318dfd801296%2Finline004-jwo-lab-070-msb-1218096modcolor.jpg" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">The lab allows researchers to quickly simulate a variety of other complex scenarios that might occur in a real store and adjust the system as needed. Multiple people grabbing products off the same shelf simultaneously? Check. A shopper changing their mind and putting an item back? No problem.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: hands take products from a shelf in Amazon's Just Walk Out lab" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/0ca72c1/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F8b%2Fc2%2Fbd679ff645e18145727e551d12be%2Finline005-jwo-lab-058-msb-1217876modcolor.jpg" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Customer behavior can also differ based on location and store type. For example, sports stadium stores can get densely packed with fans wearing the same team colors or jerseys during games. At airports, you’ll find people walking into stores with big bags that can block the cameras’ view of shelves.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-promo"><div class="related-content is-aside" data-testid="RelatedContent"><div class="related-content__container"><div class="related-content__img"><a href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-rfid-technology"><img alt="A photo of a customer holding a new Seahawks jersey, walking out of a Seahawks team store, that uses Just Walk Out technology." height="200" role="" src="https://assets.aboutamazon.com/dims4/default/9f94c70/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F36%2Fc3%2Fa9c3bcbc45f8a1fe7c5fab166302%2Fjustwalkout-hero-01-woman-walking-out.jpg" width="300" class=""/></a></div><div class="related-content__content"><a href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-rfid-technology"><h2 style="font-family:var(--font-ember)" class="related-content__title">You can now buy clothes, fan gear, and more without waiting in line with Amazon’s Just Walk Out technology</h2></a><p>Radio-frequency identification (RFID) expands the potential for checkout-free technology to clothing, softlines, fan gear, and more. </p><a href="https://www.aboutamazon.com/news/retail/amazon-just-walk-out-rfid-technology" class="related-content__link">Read more<div data-testid="icon-ChevronRightButton"><svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" fill="none" viewBox="0 0 26 26"><circle cx="13" cy="13" r="12" stroke="#707379"></circle><path stroke="#232F3E" d="M11.727 16.584l3.857-3.857-3.857-3.857"></path></svg></div></a></div></div></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Just Walk Out engineers and researchers test these scenarios in the lab first by mapping a store’s layout, usually with Light Detection and Ranging (LiDAR) technology, which uses laser light to create detailed 3D maps of a space. This helps researchers optimize the number of cameras needed, thereby driving down hardware costs, and their placement to ensure comprehensive coverage of the shopping area.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: LiDAR scanning device in Amazon's Just Walk Out lab in Seattle" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/46bae80/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F99%2F9a%2F1b517fa44d9eaa770580565139b5%2Farchive014-jwo-064-msb-1217955modcolor.jpg" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Along with cameras, weight sensors are another crucial component of the Just Walk Out system. They provide data inputs that are particularly helpful for products that are small (like candy bars and small packs of chewing gum, typically weighing just a few ounces) and potentially hard to “see”. Researchers use weights to validate the accuracy of weight sensor installations on these shelves.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: hand places a weight used to calibrate shelf sensors on a shelf in Amazon's Just Walk Out lab" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/39c9b44/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F91%2F7f%2Ff9182e074ba5b8c09db54ede2acc%2Finline007-jwo-lab-047-msb-1217666modcolor.jpg" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">The Just Walk Out research team also tested the </span><a target="_blank" href="https://aws.amazon.com/blogs/machine-learning/enhancing-just-walk-out-technology-with-multi-modal-ai/"><span class="text ">new and advanced multi-modal AI model</span></a><span class="text "> at this lab. Previously, the AI system analyzed shopper behavior sequentially, processing their movement and location in the store, then what they picked up, and then the quantity of each item. The new Just Walk Out AI model is a significant advancement in the evolution of checkout-free shopping. It uses the same transformer-based machine learning models underlying many generative AI applications, and applies them to physical stores. It analyzes all sensor data simultaneously, and supports even complex shopping scenarios with variables such as camera obstructions, lighting conditions, and the behavior of other shoppers, while allowing the team to simplify the system.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-promo"><div class="related-content is-aside" data-testid="RelatedContent"><div class="related-content__container"><div class="related-content__img"><a href="https://www.aboutamazon.com/news/operations/amazon-fulfillment-center-robotics-ai"><img alt="Images of Amazon employees working with robots at an Amazon fulfillment center in Shreveport, Louisiana." height="200" role="" src="https://assets.aboutamazon.com/dims4/default/064aa27/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fbf%2Feb%2F602545924177bbb5eea6df7c426f%2Fabout-amazon-hero-hero001-amazon-deliveringthefuture-shv1-robotics-hero-copy-2550x1434.jpg" width="300" class=""/></a></div><div class="related-content__content"><a href="https://www.aboutamazon.com/news/operations/amazon-fulfillment-center-robotics-ai"><h2 style="font-family:var(--font-ember)" class="related-content__title">Amazon unveils the next generation of fulfillment centers powered by AI and 10 times more robotics</h2></a><p>Amazon’s newest fulfillment center in Shreveport, Louisiana, is powered by AI and 10 times more robotics to reimagine logistics as well as benefit employees and customers. Here are 18 photos.</p><a href="https://www.aboutamazon.com/news/operations/amazon-fulfillment-center-robotics-ai" class="related-content__link">Read more<div data-testid="icon-ChevronRightButton"><svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" fill="none" viewBox="0 0 26 26"><circle cx="13" cy="13" r="12" stroke="#707379"></circle><path stroke="#232F3E" d="M11.727 16.584l3.857-3.857-3.857-3.857"></path></svg></div></a></div></div></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">“The new multi-modal foundation model further enhances the Just Walk Out system’s capabilities by generalizing more effectively to new store formats, products, and customer behaviors, which is crucial for scaling up Just Walk Out technology,” says Broaddus.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-image"><div class="image "><img alt="Just Walk Out Technology: two people discussing a Multi-Modal System Architecture diagram on large screen" height="431" role="" src="https://assets.aboutamazon.com/dims4/default/f026a3f/2147483647/strip/true/crop/1900x1068+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F99%2F75%2Fc6f71917426dae35810965687600%2Finline001-amazon-justwalkout-sequence-01-00-03-29-02-still003-copy-1537x864.JPG" width="767" class=""/><span class="image-caption "></span></div></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">For retailers, the new AI model makes Just Walk Out faster, easier to deploy, and more efficient. For shoppers, the new model means faster receipts and worry-free shopping at even more third-party checkout-free stores worldwide. As Just Walk Out technology scales, we will continue to invest in the future of checkout-free shopping by driving research in areas like cutting-edge AI, and delivering innovations that meet the needs of retailers across verticals.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">Learn more about </span><a target="_blank" href="https://justwalkout.com/locations"><span class="underlinedText"><span class="text ">Just Walk Out technology</span></span></a><span class="text "> and how </span><a target="_self" href="https://www.aboutamazon.com/artificial-intelligence-ai-news"><span class="underlinedText"><span class="text ">Amazon is innovating with AI</span></span></a><span class="text ">.</span></div></span></div></div></article></div></article><div class="ArticlePage-tags"><div class="related-tags "><hr/><p class="related-tags__title"> Related Tags </p><div 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Except this one is different.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"button\":\"Read more\",\"date\":\"October 22, 2024\",\"role\":\"promo\",\"contentId\":\"00000192-b035-db68-a7fb-f7fda7740001\",\"categoryUrl\":\"https://www.aboutamazon.com/news/innovation-at-amazon\",\"media\":{\"alt\":\"A doctor speaking to a patient in an exam room. \",\"width\":\"300\",\"role\":\"image\",\"sizes\":[{\"name\":\"small\",\"width\":\"300\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/b118bb9/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F2a%2Fc9%2F8e542882464c92d0b32323a982d2%2Fhero001-amazononemedical-om-examroom4-2865.JPG\",\"height\":\"200\"}],\"src\":\"https://assets.aboutamazon.com/dims4/default/b118bb9/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F2a%2Fc9%2F8e542882464c92d0b32323a982d2%2Fhero001-amazononemedical-om-examroom4-2865.JPG\",\"height\":\"200\"},\"category\":\"Innovation at Amazon\",\"title\":\"Amazon One Medical launches AI tools to help doctors get back to focusing on patient care\",\"type\":\"article\",\"items\":[{\"items\":[{\"items\":[{\"value\":\"Reimagining primary care with AI helps ease administrative workload on providers.\",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"promoDescription\"}],\"url\":\"https://www.aboutamazon.com/news/innovation-at-amazon/amazon-one-medical-launches-ai-tools-for-better-patient-care\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"It’s a glimpse directly into the future, a place where engineers and researchers are hard at work solving one of retail's most complex challenges: how to create a seamless and highly accurate checkout-free shopping experience.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"Welcome to the \",\"role\":\"text\"},{\"items\":[{\"items\":[{\"items\":[{\"value\":\"Just Walk Out\",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"linkValue\"}],\"href\":\"https://www.aboutamazon.com/news/tag/just-walk-out-technology\",\"role\":\"link\"},{\"value\":\" test lab, where convenience and cutting-edge technology converge.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"While the lab looks exactly like a store that uses Just Walk Out technology, it’s a mock store environment that serves as a testing ground for the upgrades Amazon makes to the system.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"At Amazon, we remain steadfast in our commitment to Just Walk Out technology, and continue to invest in research and drive innovation as we believe frictionless, checkout-free shopping will be the future of physical retail. We offer Just Walk Out technology as a service to third-party retailers, and it is currently available in over 200 third-party locations at airports, \",\"role\":\"text\"},{\"isExternalLink\":true,\"href\":\"https://www.aboutamazon.co.uk/amazon-just-walk-out-o2-arena-london\",\"role\":\"link\",\"items\":[{\"items\":[{\"items\":[{\"value\":\"stadiums\",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"linkValue\"}],\"target\":\"_blank\"},{\"value\":\", \",\"role\":\"text\"},{\"items\":[{\"items\":[{\"items\":[{\"value\":\"universities\",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"linkValue\"}],\"href\":\"https://www.aboutamazon.com/news/retail/amazon-just-walk-locations\",\"role\":\"link\"},{\"value\":\", \",\"role\":\"text\"},{\"items\":[{\"items\":[{\"items\":[{\"value\":\"hospitals\",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"linkValue\"}],\"href\":\"https://www.aboutamazon.com/news/retail/amazon-just-walk-out-technology-badge-pay\",\"role\":\"link\"},{\"value\":\", and more in the U.S., UK, Australia, and Canada. We will launch more Just Walk Out stores in 2024 than any year prior.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"role\":\"image\",\"sizes\":[{\"name\":\"articleImage\",\"width\":\"767\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/90b96a0/2147483647/strip/true/crop/9504x5346+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F75%2F3a%2Fcc27d6864b108b40e5bb6b4abfc3%2F078-msb-1218195modcolor.JPG\",\"height\":\"431\"},{\"name\":\"enhancement\",\"width\":\"1320\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/ffee264/2147483647/strip/true/crop/9504x5346+0+0/resize/1320x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F75%2F3a%2Fcc27d6864b108b40e5bb6b4abfc3%2F078-msb-1218195modcolor.JPG\",\"height\":\"743\"}],\"src\":\"https://assets.aboutamazon.com/75/3a/cc27d6864b108b40e5bb6b4abfc3/078-msb-1218195modcolor.JPG\",\"alt\":\"JWO\",\"width\":\"9504\",\"items\":[{\"role\":\"figureCaption\"}],\"height\":\"5346\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"While the concept of Just Walk Out is simple—customers enter a store by tapping their credit card or mobile wallet, grab what they need, and simply leave without standing in a checkout line to pay, while the purchase is automatically charged to their payment method—the system behind it is anything but.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"role\":\"image\",\"sizes\":[{\"name\":\"articleImage\",\"width\":\"767\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/56278ca/2147483647/strip/true/crop/9504x5346+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F08%2Fb5%2F6cf5f35d4765a62065e583bc4b4d%2F008-msb-1216786modcolor.JPG\",\"height\":\"431\"},{\"name\":\"enhancement\",\"width\":\"1320\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/d34e839/2147483647/strip/true/crop/9504x5346+0+0/resize/1320x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F08%2Fb5%2F6cf5f35d4765a62065e583bc4b4d%2F008-msb-1216786modcolor.JPG\",\"height\":\"743\"}],\"src\":\"https://assets.aboutamazon.com/08/b5/6cf5f35d4765a62065e583bc4b4d/008-msb-1216786modcolor.JPG\",\"alt\":\"JWO\",\"width\":\"9504\",\"items\":[{\"role\":\"figureCaption\"}],\"height\":\"5346\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"To solve the problem of “who took what,” Just Walk Out uses cameras, weight sensors, and a combination of advanced AI technologies to accurately determine the variety and quantity of items a customer selects, and ultimately leaves the store with.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"To figure out the “who” part of the “who took what” equation, Just Walk Out associates a shopper with their payment method at the entry gate. 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Multiple people grabbing products off the same shelf simultaneously? Check. A shopper changing their mind and putting an item back? No problem.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"role\":\"image\",\"sizes\":[{\"name\":\"articleImage\",\"width\":\"767\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/0ca72c1/2147483647/strip/true/crop/2550x1434+0+0/resize/767x431!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F8b%2Fc2%2Fbd679ff645e18145727e551d12be%2Finline005-jwo-lab-058-msb-1217876modcolor.jpg\",\"height\":\"431\"},{\"name\":\"enhancement\",\"width\":\"1320\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/1bfd09f/2147483647/strip/true/crop/2550x1434+0+0/resize/1320x742!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F8b%2Fc2%2Fbd679ff645e18145727e551d12be%2Finline005-jwo-lab-058-msb-1217876modcolor.jpg\",\"height\":\"742\"}],\"src\":\"https://assets.aboutamazon.com/8b/c2/bd679ff645e18145727e551d12be/inline005-jwo-lab-058-msb-1217876modcolor.jpg\",\"alt\":\"Just Walk Out Technology: hands take products from a shelf in Amazon's Just Walk Out lab\",\"width\":\"2550\",\"items\":[{\"role\":\"figureCaption\"}],\"height\":\"1434\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"Customer behavior can also differ based on location and store type. For example, sports stadium stores can get densely packed with fans wearing the same team colors or jerseys during games. At airports, you’ll find people walking into stores with big bags that can block the cameras’ view of shelves.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"button\":\"Read more\",\"date\":\"September 19, 2023\",\"role\":\"promo\",\"contentId\":\"0000018a-9a16-dff6-a9cb-da9748d30000\",\"categoryUrl\":\"https://www.aboutamazon.com/news/retail\",\"media\":{\"alt\":\"A photo of a customer holding a new Seahawks jersey, walking out of a Seahawks team store, that uses Just Walk Out technology.\",\"width\":\"300\",\"role\":\"image\",\"sizes\":[{\"name\":\"small\",\"width\":\"300\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/9f94c70/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F36%2Fc3%2Fa9c3bcbc45f8a1fe7c5fab166302%2Fjustwalkout-hero-01-woman-walking-out.jpg\",\"height\":\"200\"}],\"src\":\"https://assets.aboutamazon.com/dims4/default/9f94c70/2147483647/strip/true/crop/1688x1125+156+0/resize/300x200!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F36%2Fc3%2Fa9c3bcbc45f8a1fe7c5fab166302%2Fjustwalkout-hero-01-woman-walking-out.jpg\",\"height\":\"200\"},\"category\":\"Retail \",\"title\":\"You can now buy clothes, fan gear, and more without waiting in line with Amazon’s Just Walk Out technology\",\"type\":\"article\",\"items\":[{\"items\":[{\"items\":[{\"value\":\"Radio-frequency identification (RFID) expands the potential for checkout-free technology to clothing, softlines, fan gear, and more. \",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"promoDescription\"}],\"url\":\"https://www.aboutamazon.com/news/retail/amazon-just-walk-out-rfid-technology\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"Just Walk Out engineers and researchers test these scenarios in the lab first by mapping a store’s layout, usually with Light Detection and Ranging (LiDAR) technology, which uses laser light to create detailed 3D maps of a space. 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For shoppers, the new model means faster receipts and worry-free shopping at even more third-party checkout-free stores worldwide. As Just Walk Out technology scales, we will continue to invest in the future of checkout-free shopping by driving research in areas like cutting-edge AI, and delivering innovations that meet the needs of retailers across verticals.\",\"role\":\"text\"}],\"role\":\"block\"},{\"items\":[{\"value\":\"Learn more about \",\"role\":\"text\"},{\"isExternalLink\":true,\"href\":\"https://justwalkout.com/locations\",\"role\":\"link\",\"items\":[{\"items\":[{\"items\":[{\"items\":[{\"value\":\"Just Walk Out technology\",\"role\":\"text\"}],\"role\":\"underlinedText\"}],\"role\":\"block\"}],\"role\":\"linkValue\"}],\"target\":\"_blank\"},{\"value\":\" and how \",\"role\":\"text\"},{\"items\":[{\"items\":[{\"items\":[{\"items\":[{\"value\":\"Amazon is innovating with 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