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Amazon Go

Amazon Go is a format developed by .com, Inc., featuring Just Walk Out technology that enables customers to enter with a payment-linked app, select items from shelves, and exit without interacting with cashiers, as , , and algorithms automatically detect selections, update virtual carts, and process payments upon departure. The system relies on ceiling-mounted cameras, shelf sensors, and to track shopper movements and item interactions with high accuracy, minimizing theft through real-time monitoring while aiming to reduce operational friction in retail. The concept originated as an experimental project within Amazon's Seattle headquarters, opening to employees on December 5, 2016, and to the general public on January 22, 2018, initially as a small-format store offering grab-and-go meals and snacks. Expansion followed to larger formats like Amazon Go Grocery in 2020, incorporating fresh produce and household essentials, with stores in multiple U.S. cities and briefly in the UK. However, despite early hype as a revolutionary model potentially scalable to thousands of locations, Amazon has since scaled back, closing several outlets and merging Go operations with broader grocery teams by 2025, leaving approximately 15-16 U.S. stores amid challenges in cost efficiency and full automation. Key achievements include pioneering licensed Just Walk Out technology for third-party retailers, with Amazon planning more implementations in than prior years combined, demonstrating viability in controlled environments like stadiums and airports over expansive grocery settings. Notable controversies encompass privacy risks from pervasive biometric and behavioral , including lawsuits alleging violations of ' for collecting facial data without adequate consent or disclosure. Additionally, reports revealed that purportedly autonomous transactions often required remote human verification by workers in , contradicting claims of seamless operation and highlighting scalability limitations due to error rates in complex scenarios. These issues underscore causal tensions between technological ambition, data ethics, and economic realism in disrupting traditional labor models.

History

Origins and Early Development

initiated the development of as an experimental project to pioneer cashierless retail using , , and technologies, with internal work commencing around 2015. The initiative stemmed from 's broader exploration of physical retail innovations to complement its dominance, focusing on eliminating checkout friction through automated item tracking. On December 5, 2016, publicly unveiled via a promotional video, describing it as a store enabling customers to "just walk out" after shopping, with charges automatically applied to linked accounts via a scan at entry. The debut 1,800-square-foot prototype, situated in 's Day 1 headquarters building at 2131 7th Avenue in , opened immediately in beta exclusively to employees for testing. This phase aimed to refine the system's accuracy in real-world scenarios, integrating over a dozen cameras per aisle and shelf-weight sensors to monitor inventory and shopper selections. Early testing exposed scalability issues, particularly in distinguishing items taken by multiple simultaneous shoppers and handling complex interactions like item returns, prompting extensive algorithmic adjustments. Initially slated for public access in early 2017, the launch was deferred over a year to January 22, 2018, allowing engineers additional time to achieve reliable performance under higher traffic volumes. During this period, Amazon invested heavily in proprietary models trained on vast datasets of shopper behaviors to enhance prediction accuracy.

Initial Launch and Expansion

Amazon announced the Go store concept on December 5, 2016, introducing "Just Walk Out" technology designed to enable customers to shop without traditional checkout processes. The inaugural location, a 1,800-square-foot situated in 's Day 1 headquarters building in , opened to Amazon employees for beta testing on the same day. Initially slated for public access in early 2017, the launch faced delays due to technological refinements, ultimately opening to the general public on , 2018. The store primarily offered grab-and-go items such as sandwiches, snacks, and beverages, requiring shoppers to use the Amazon Go app linked to an account for entry and automatic charging. Following the debut, Amazon rapidly expanded within , opening a second store near the at 920 in August 2018. By September 2018, three Amazon Go locations operated in , alongside announcements of forthcoming stores in and , with initial expansion efforts targeting . The first out-of-state store launched in on September 17, 2018, at 2131 W Division Street, maintaining the compact convenience format focused on quick meals and essentials. Expansion continued into 2019, with additional stores in and , bringing the total to approximately 25 locations across major U.S. urban centers by early 2020. In a significant evolution of the format, Amazon opened the first Amazon Go Grocery store on February 25, 2020, at 610 East Pike Street in Seattle's neighborhood; this 10,400-square-foot venue incorporated the Just Walk Out system into a fuller grocery assortment, including fresh , , and household items, signaling broader application of the technology beyond convenience retail.

Strategic Shifts and Recent Developments

In April 2024, announced a strategic pivot away from deploying its Just Walk Out technology in larger grocery stores, opting instead to equip all U.S. locations with Dash Cart smart shopping carts that provide real-time item totals, navigation, and budget controls. This shift addressed customer feedback favoring visible transaction summaries for bigger grocery trips, while reserving Just Walk Out for quicker, smaller-format purchases in convenience stores and third-party venues. The change reflected broader operational learnings, as Just Walk Out had encountered challenges like perceived inaccuracies and customer unease over unseen charges, contributing to slower-than-expected adoption in 's own full-scale retail formats. Concurrently, intensified licensing Just Walk Out to external ers, planning to launch more third-party stores in than in any prior year, effectively doubling the footprint to over 140 locations across the U.S., , , and , including stadiums, hospitals, and . These deployments have driven measurable gains, such as an 85% increase in transactions and 112% sales uplift per game at venues like Seattle's . In July , enhanced the technology with a new multi-modal foundation model using transformer-based to process camera, , and RFID in parallel, improving accuracy in crowded or obstructed scenarios and reducing reliance on manual retraining for new environments. This upgrade supports faster scalability for partners by enabling store mapping and self-learning capabilities. Recent developments include contractions in Amazon's proprietary Amazon Go footprint, with only about 15 stores remaining as of early 2025, down from 30 in 2023, amid a failure to meet ambitious expansion targets set at launch. Closures accelerated in late 2024 and 2025, including three locations (11 West 42nd Street, , and 30 ) shuttered on September 27, 2024, and a Woodland Hills, California, store set to close on February 26, 2025. Amazon attributed these to ongoing refinement of its physical model, while reaffirming commitment to Just Walk Out via third-party growth rather than internal proliferation. Despite these adjustments, the technology continues in select Amazon Go outlets, signaling a refined focus on high-margin licensing over broad self-deployment.

Technology

Core Technologies Employed

Amazon Go's Just Walk Out technology relies on a fusion of , advanced sensors, and to enable seamless item tracking without traditional checkouts. Overhead cameras capture shopper movements and product interactions, employing algorithms to identify individuals via their entry-linked Amazon account and monitor hand selections or returns from shelves. Sensor fusion integrates inputs from weight-sensitive shelf scales, which detect changes in product , with visual data to confirm actions and resolve discrepancies, such as distinguishing between a shopper's grab and a mere shelf adjustment. Early implementations used depth-sensing cameras for precise spatial mapping, later evolving to standard RGB cameras augmented by for broader applicability. Machine learning models, trained on vast datasets of anonymized behaviors, predict intentions and handle complex scenarios like item handoffs or abandoned carts, generating a dynamic virtual receipt charged automatically upon exit. This system processes multiple data streams in parallel, as enhanced in a July 2024 update to improve accuracy and . While RFID tags have been incorporated in select setups for supplementary verification, the primary architecture emphasizes non-intrusive, vision-led automation to minimize hardware dependencies and support varied store formats.

System Functionality and Implementation

The Just Walk Out technology powering Amazon Go stores enables a checkout-free shopping experience by continuously tracking movements and item interactions in . Upon entry, authenticated a QR code via the Amazon Go mobile app at a gated , which initiates individual shopper identification and session tracking using overhead cameras and . The system employs hundreds of ceiling-mounted cameras equipped with algorithms to detect and follow each 's location and hand gestures with high precision, akin to technologies used in autonomous vehicles. This visual data is fused with inputs from shelf-embedded weight sensors, (RFID) tags on products, and sensors to distinguish between hands and items, accurately registering when products are removed from or returned to shelves. Machine learning models, including deep learning for object recognition and recent advancements in multi-modal foundation models, process this multi-sensor data to construct a virtual shopping cart for each customer, accounting for complex scenarios such as item handoffs between shoppers or temporary placements. The algorithms predict item selections by correlating visual trajectories with sensor changes, achieving accuracy rates that minimize discrepancies, though early implementations required periodic human review for edge cases like crowded interactions. Upon exiting through designated gates, the system finalizes the virtual cart, automatically charges the linked Amazon account, and emails a digital receipt, eliminating traditional checkout processes. Implementation relies on for low-latency processing within the store, integrated with cloud-based AWS services for model training and updates, ensuring across store formats. Shelf hardware, patented in systems like interconnected weight sensors synced to databases, supports stock monitoring and reduces theft through probabilistic tracking rather than deterministic RFID alone. While effective for grab-and-go efficiency, the system's reliance on dense sensor arrays and has raised concerns due to pervasive video , though maintains data is processed locally and not stored as identifiable footage post-session.

Operations

Store Design and Features

Amazon Go stores employ a compact, open-plan layout tailored for , with typical footprints ranging from 450 to 2,700 square feet. This design prioritizes unobstructed sightlines across the sales floor to enable fluid customer navigation and product access without traditional barriers like checkout lanes. Access begins at a secure entry gate, where customers scan a via the Amazon Go or present an Amazon-linked to authenticate and initiate their session. The interior lacks cash registers or service counters, reallocating space to displays of grab-and-go items including prepared sandwiches, salads, hot foods, beverages, and limited packaged groceries. Early implementations featured no built-in shopping carts or baskets to encourage handheld, expedited purchases, with shoppers advised to use reusable bags. Shelving units incorporate clear row separators and spacers for organized, accessible presentation of merchandise. Expanded formats, such as Amazon Go Grocery stores spanning 7,000 to 10,400 square feet, include dedicated areas with refined , meal kits, and optional carts to accommodate broader selections. Overall, the architecture supports a streamlined, frictionless experience focused on immediacy and minimal intervention.

Customer Interaction and Experience

Customers enter Amazon Go stores by linking an Amazon account through the Shopping app, which generates a or "In-Store key" scanned at the entry gate to initiate tracking. At select locations, alternatives include palm recognition via or credit card taps, assigning a temporary identifier to the shopper for the duration of the visit. This process requires a Prime membership or linked payment method, limiting access to Amazon ecosystem users and excluding cash-only transactions. Once inside, shoppers select items directly from shelves without traditional carts in compact formats, though larger Amazon Go Grocery variants provide carts for bulk purchases. Ceiling-mounted cameras, shelf sensors, and algorithms track individual movements, item selections, returns to shelves, and even shared picks in groups via probabilistic modeling to attribute items accurately to accounts. Upon exiting, no explicit checkout occurs; the system automatically charges the linked payment method within minutes, emailing or app-notifying a digital receipt detailing purchased items. This "Just Walk Out" flow aims for frictionless convenience, particularly for quick trips under 10-15 minutes, reducing wait times compared to conventional checkouts. The experience emphasizes speed and , with early adopters in reporting seamless grabs of snacks or meals without lines, enhancing satisfaction for buys in settings. However, accuracy challenges emerged in denser crowds or with visually similar items, occasionally leading to over- or under-charging errors requiring app-based disputes. By 2024, Amazon acknowledged limitations, introducing hybrid models with optional human cashiers or Carts in some stores to address customer preferences for visible purchase verification and reduce confusion in grocery formats. Enhanced models deployed in July 2024 improved tracking precision, minimizing errors to support scalability, though full automation remains constrained by real-world variables like shopper density. concerns arise from pervasive , with facial data processed but not stored long-term per Amazon's claims, yet fostering unease among some users wary of constant . Overall, while the technology delivers novel efficiency for tech-savvy customers, adoption hurdles include app dependency, potential tracking glitches, and a shift toward assisted options reflecting that pure automation does not universally outperform staffed alternatives in larger or complex shopping scenarios.

Expansion and Locations

Store Formats and Variations

Amazon Go stores primarily adopt a format with footprints typically between 450 and 2,800 square feet, emphasizing quick-service items such as prepared meals, snacks, coffee, and limited groceries for urban customers. A larger variation, Amazon Go Grocery, debuted in in February 2020, spanning about 10,000 square feet and stocking approximately 5,000 items including fresh produce, pantry staples, and meal kits to function as a compact . This format extended the Just Walk Out technology to broader grocery needs, contrasting with standard stores' focus on grab-and-go convenience for commuters. By 2021, select Amazon Go Grocery locations underwent rebranding to , integrating the cashierless system into Amazon's wider grocery chain while retaining core operational features. In January 2022, Amazon introduced a suburban-adapted Amazon Go format, featuring around 3,240 square feet of shopping space within 6,150-square-foot facilities designed for enhanced parking and accessibility outside dense city centers.

Geographic Rollout and Current Presence

Amazon Go initially launched in Seattle, Washington, where the first store opened to the public on January 22, 2018, after an employee beta phase that began in December 2016. Expansion followed to other U.S. cities, including Chicago, Illinois, with initial stores opening in 2019; San Francisco, California, also in 2019; and , where the debut location at Brookfield Place commenced operations on May 7, 2019. The rollout targeted urban areas with high foot traffic, such as office districts and transportation hubs, to leverage proximity to Amazon's workforce and customers. International efforts began with stores in London, United Kingdom, opening in 2021 to test the model abroad. Growth ambitions, once projected to reach thousands of locations, faced setbacks amid operational challenges and shifting priorities, leading to multiple closures. In 2023, Amazon shuttered eight stores across , , and , citing underperformance. Further reductions occurred in 2025, including the planned closure of a Woodland Hills, , location on February 26. These pullbacks reflect a broader slowdown in physical grocery expansion, with Amazon redirecting resources toward online services and licensing its Just Walk Out technology to third parties rather than scaling branded Go stores. As of September 30, 2025, 16 Amazon Go stores remain operational in the United States, primarily in , , , and select other urban sites across four states. International presence is minimal, confined to a handful of locations in , while related UK initiatives like —employing similar cashierless technology—announced closures of all 19 stores in September 2025 due to insufficient customer adoption. This limited footprint underscores the concept's concentration in North American metros, with no verified expansions to additional countries or regions in recent years.

Business Model and Economic Impact

Revenue Mechanisms and Cost Efficiency

Amazon Go generates revenue primarily through the sale of convenience items such as prepared foods, snacks, beverages, and household essentials, with transactions automatically charged to customers' linked Amazon accounts upon exit, eliminating traditional checkout processes. This model relies on high-margin grab-and-go products tailored to commuters, fostering purchases and repeat visits due to the frictionless experience. Analyst estimates from 2019 indicated that individual Amazon Go stores averaged approximately $1.5 million in annual , based on about 550 daily customers and higher transaction values compared to conventional convenience stores. These figures suggested up to 50% greater per store than typical c-stores, attributed to increased customer throughput from reduced wait times. Cost efficiency stems from substantial reductions in labor requirements, as the system's , , and eliminate the need for cashiers and stations, reallocating staff to restocking and inventory management. This has been projected to yield labor savings equivalent to about two percentage points of EBIT in grocery operations by removing checkout personnel entirely. Initial deployment costs for the proprietary "Just Walk Out" technology were high, but Amazon reduced them by 96% through optimizations, enabling faster store setups and lower ongoing expenses. However, full labor elimination proved challenging, with some monitoring roles persisting to handle errors, though overall operational efficiencies supported scalability in smaller formats. Despite these advantages, broader financial impacts remain limited within Amazon's portfolio, as physical store revenues, including Amazon Go, constituted a small fraction—around $5.2 billion in 2024—relative to totals exceeding $60 billion, highlighting constraints in scaling the model amid technical hurdles and market adoption issues. By 2024, Amazon began hybridizing formats, integrating Dash Carts in larger stores to balance efficiency gains with accuracy, reflecting pragmatic adjustments to initial cost-saving ambitions.

Effects on Retail Labor and Productivity

Amazon Go's implementation of "Just Walk Out" technology, which uses , , and to automatically track and charge for purchases, markedly decreases the demand for checkout s in environments. Early prototypes and operational analyses projected that small-format Amazon Go stores, typically around 1,800 square feet, could function with as few as six on-site employees dedicated to restocking shelves, maintaining , and providing rather than handling transactions. This reconfiguration has sparked debates on employment displacement, with estimates suggesting that full of roles across major U.S. ers could impact up to 2.3 million positions, representing 1.8% of the workforce as of 2018. Labor unions, such as the International Union, have cautioned that proliferation of such systems threatens broader economic stability by eroding entry-level jobs, potentially affecting millions if adopted industry-wide. Counterarguments posit that the model reallocates rather than eliminates labor, enabling workers to engage in tasks requiring human judgment, such as and issue resolution, which may enhance job quality and support store . However, disclosures in 2024 revealed that the Just Walk Out system's accuracy depended heavily on approximately 1,000 remote contractors, often in low-wage overseas roles, to annotate video feeds and correct errors, effectively and devaluing portions of the labor previously performed on-site. Amazon's subsequent decision to discontinue Just Walk Out in its U.S. Go stores in favor of smart carts underscores persistent technical limitations, limiting the realized displacement of in-store roles while highlighting hidden backend labor costs. On productivity, the technology drives substantial gains by streamlining operations and minimizing bottlenecks. Amazon Go stores have demonstrated sales productivity exceeding $2,700 per of selling space annually, coupled with inventory turnover rates of at least 50 times per year, metrics that outpace conventional grocery formats through frictionless exits and inventory tracking. This efficiency reduces at checkout—historically accounting for 10-15% of retail operating costs—and curtails shrinkage via precise item detection, allowing remaining staff to focus on value-adding activities like . Empirical analysis of cashierless systems indicates additional benefits, including altered shopping patterns that increase basket sizes and visit frequency, further amplifying output per labor hour without proportional staffing increases. Overall, while labor shifts introduce transitional disruptions, the model's causal mechanism—automating routine monitoring—elevates throughput, with broader retail sector rising 4.6% in 2024 amid such innovations.

Reception and Achievements

Innovations and Consumer Benefits

Amazon Go introduced Just Walk Out technology, a system combining , algorithms, , and to automate item tracking and payment without cashiers or stations. Overhead cameras capture shopper movements and item interactions, while shelf-embedded weight sensors and RFID tags detect inventory changes in , generating a virtual cart linked to the customer's account upon exit. This fusion creates a probabilistic model of events, resolving ambiguities through AI inference rather than manual verification in core operations. Early implementations supplemented AI with remote human reviewers in to verify edge cases, improving accuracy from initial prototypes but highlighting the technology's hybrid nature during scaling. Subsequent advancements, including generative for better , have reduced such dependencies, enabling deployment in over 40 stores by 2024 with reported error rates below 1% in controlled settings. Consumers benefit from expedited shopping, eliminating wait times associated with traditional checkouts and allowing completion of transactions in minutes rather than queuing for scanning and . This convenience appeals particularly to time-constrained individuals, with studies identifying perceived value in seamless entry-exit flows and reduced from payment processes. Additional advantages include minimized physical interactions at points of sale, enhancing , and app-integrated receipt generation for immediate budgeting oversight, though these gains depend on reliable network connectivity and device integration.

Market Adoption and Third-Party Integration

Amazon Go stores experienced initial expansion following the public opening of the flagship location in on January 22, 2018, with additional outlets in cities including , , , and by 2019, reaching a peak of approximately 30 locations by 2023. However, growth stalled amid operational challenges, leading to closures; by early 2025, the network had contracted to around 15-16 active stores, primarily in urban areas like and , with further consolidations such as the planned shutdown of a Woodland Hills, California, site in January 2025. This limited footprint reflects modest , constrained by high implementation costs and difficulties in replicating the technology's accuracy at scale in larger formats, despite early consumer interest where surveys indicated over 50% of U.S. adults expressed willingness to try the system in 2018. In parallel, Amazon shifted emphasis toward licensing its underlying Just Walk Out technology to third-party retailers, initiating partnerships in 2020 for non-traditional venues such as stadiums, airports, and hospitals. By April 2024, over 140 third-party locations across the U.S., , , and had adopted the system, with Amazon projecting more launches that year than in any prior period, effectively doubling the prior count. This expansion continued into 2025, surpassing 145 retailers and reaching over 170 installations by mid-2024, as upgrades improved detection accuracy to 99.9% in controlled environments, facilitating integration into diverse settings like convenience stores and event spaces without requiring Amazon's full store infrastructure. Such integrations demonstrate broader dissemination, though adoption remains concentrated in specialty rather than mainstream grocery chains, underscoring viability in high-traffic, low-complexity operations over widespread deployment.

Controversies and Criticisms

Privacy and Surveillance Issues

Amazon Go stores employ Just Walk Out technology, which relies on overhead cameras, shelf sensors, and algorithms to continuously monitor customer movements and item interactions in real time. This system assigns a unique digital identifier to each shopper upon entry via a app scan, enabling the tracking of individual "virtual baskets" without traditional checkout processes. The pervasive —described by critics as replicating online in physical spaces—raises concerns over the extent of captured, including behavioral patterns, purchase histories, and potentially identifiable physical traits like body shape or . Amazon maintains that its stores do not utilize facial recognition technology for customer tracking, emphasizing instead fusion of sensor data and anonymized visual cues to attribute items correctly. However, privacy advocates and legal actions contend that the system collects biometric information—such as body dimensions, palm vein patterns via optional entry, and inferred facial data—without adequate disclosure, potentially violating norms and enabling detailed profiling for advertising or resale. Stored in 's cloud, this data could be vulnerable to breaches or secondary uses beyond , amplifying risks in an era of heightened data . Legal challenges have spotlighted these issues, particularly under biometric privacy laws. In March 2023, a class-action lawsuit filed in New York accused Amazon of failing to notify customers in Amazon Go stores of biometric tracking, including body size and shape measurements, contravening New York City's Biometric Identifier Information Privacy Act, which mandates conspicuous signage and consent protocols; Amazon responded by installing notices shortly thereafter. Similarly, an Illinois Biometric Information Privacy Act (BIPA) suit against Just Walk Out technology advanced in November 2024 when a judge denied Amazon's motion to dismiss, alleging unauthorized collection of facial geometry and other identifiers from shoppers. A separate Washington state class action targets automated biometric data capture at store entry, while a 2024 suit from a former employee claims mandatory facial scans for timekeeping infringed on worker privacy. These cases underscore tensions between operational efficiency and individual rights, with plaintiffs arguing that Amazon's opacity erodes trust despite general privacy policies covering purchase data. Broader criticisms highlight the "creepiness factor" of unrelenting monitoring, where hundreds of cameras create a panopticon-like environment that deters casual browsing and normalizes corporate oversight of private behaviors. Reports also revealed that early accuracy relied partly on human reviewers in annotating video feeds, blending with manual and raising questions about data handling scale. While asserts data minimization and security measures aligned with its overarching framework, skeptics from academic and advocacy circles warn of downstream harms like discriminatory or integration with broader ecosystems, absent robust federal oversight.

Employment Displacement Debates

The launch of in December 2016 ignited debates over whether cashierless technology would accelerate job displacement in , with critics arguing it exemplified 's threat to low-skill positions. Proponents of this view, including analyses from the University of Delaware's Weinberg Center for Sustainable Communities, estimated that 6 to 7.5 million U.S. jobs—primarily cashiers—faced risk in the coming years, as technologies like and eliminated checkout roles. A 2016 report projected potential savings of up to 15% in store operating costs from reduced labor, potentially leading to widespread cashier reductions if scaled. Such concerns drew from first-principles observations of task-specific : Amazon Go's "Just Walk Out" system, relying on cameras, shelf sensors, and to track purchases, rendered traditional cashiering obsolete in these stores. Opponents of alarmist narratives, including economists at the , framed Amazon Go as a microcosm of recurring debates, citing historical precedents like kiosks and ATMs, which displaced tellers but spurred net job growth in banking through expanded branches and services. has maintained that its technologies augment rather than replace workers, with executives like Tye Brady asserting in 2024 that reduce physical strain and enable role shifts to higher-value tasks, countering the "myth" of job destruction. Empirical data supports partial relocation over elimination: while positions have declined—projected to fall 10% from 2021 to 2031 per U.S. trends— Go stores still employ staff for stocking, cleaning, and customer assistance, with broader operations creating demand for tech maintenance and data roles. A 2024 in the World Journal of Advanced Research and Reviews noted 's dual effects, displacing routine checkout work but fostering efficiency gains that could expand store footprints and overall employment. Despite these counterpoints, scalability concerns persist, as Amazon's internal plans revealed in October 2025 aim to automate 75% of and fulfillment operations, potentially displacing over 500,000 roles company-wide through integration, though not exclusively tied to Go stores. Retail-wide evidence tempers fears: cashierless adoption remains limited, with only 14% of U.S. adults regularly using such systems as of 2022, and major chains like and reverting to human cashiers in 2024 amid theft and efficiency issues. This suggests causal realism in automation's path—displacement occurs in targeted functions but is moderated by economic adaptation, consumer preferences, and operational hurdles, rather than leading to mass . Broader labor market data, including stagnant net job losses post-2018 Go expansions, indicates over outright contraction.

Technical Limitations and Scalability Challenges

The Just Walk Out technology powering Amazon Go relies on a combination of , shelf sensors, and weight detectors to track customer selections, but it encounters accuracy limitations in handling complex, "long-tail" shopping behaviors such as item occlusions, rapid handoffs between shoppers, or unusual interactions, necessitating near-100% precision that prior modular systems struggled to maintain consistently. In crowded environments, the has misidentified products, leading to erroneous charges and inventory discrepancies, while dependency on fixed shelf sensors renders the system vulnerable to layout alterations that disrupt tracking. These issues stem from the computational intensity of for dynamic sequences, where environmental variability and similar-looking items exacerbate error rates. Scalability challenges arise from the prohibitive infrastructure costs and engineering demands required to extend the technology beyond small-format convenience stores, with setup expenses estimated at $10 million to $15 million for a 40,000 location due to extensive camera arrays, networks, and labeling staff. invested approximately $1 billion annually on for the system between 2019 and 2020, yet expansion proved limited, as the rigid architecture hindered adaptation to larger grocery formats or diverse product catalogs exceeding about 1,000 SKUs per store. By 2023, plans for 3,000 stores had contracted to around 30 at peak, with only about 15 remaining operational by early 2025 amid closures of underperforming locations, prompting a strategic toward licensing the technology to third-party retailers rather than . This reflects broader operational hurdles, including ongoing retraining needs and maintenance, which inflate per-store economics and constrain widespread deployment.

References

  1. [1]
    Just Walk Out Technology - AWS
    Using advanced AI, sensors, computer vision, and RFID, Just Walk Out accurately tracks item selection and automates payment when shoppers exit the store.Grab-and-go markets · Read all customer testimonials · Walkthrough marketsMissing: official | Show results with:official
  2. [2]
    Amazon Go is a new kind of corner store
    Amazon Go is a new kind of store featuring the world's most advanced shopping technology. No lines, no checkout – just grab and go!
  3. [3]
    Enhancing Just Walk Out technology with multi-modal AI - AWS
    Sep 23, 2024 · In this post, we showcase the latest generation of Just Walk Out technology by Amazon, powered by a multi-modal foundation model (FM).
  4. [4]
    Amazon's automated grocery store of the future opens Monday
    Jan 22, 2018 · The convenience-style store opened to Amazon employees on Dec. 5, 2016 in a test phase.
  5. [5]
    Amazon opens its first cashierless grocery store - TechCrunch
    Feb 25, 2020 · The new Amazon Go Grocery store allows customers to shop for everyday grocery items like fresh produce, meat, seafood, bakery items, household essentials, ...
  6. [6]
    Number of Amazon Go locations in the USA in 2025 | ScrapeHero
    Sep 30, 2025 · How many Amazon Go stores are there in the United States? There are 16 Amazon Go stores in the United States as of September 30, 2025.
  7. [7]
    Rise and Stall of Amazon Go Illustrates Limits of AI - The Food Institute
    Feb 5, 2025 · At its peak in 2023, Amazon Go boasted 30 outlets. Now, only about half remain. The Wall Street Journal reported though Amazon Go's cashierless ...
  8. [8]
    An update on Amazon's plans for Just Walk Out and checkout-free ...
    Apr 17, 2024 · Amazon will launch more third-party Just Walk Out stores in 2024 than any year prior, more than doubling the number of third-party stores ...
  9. [9]
    Amazon's 'Just Walk Out' tech faces BIPA lawsuit - Darrow AI
    Nov 27, 2024 · Amazon faces a BIPA lawsuit for allegedly collecting biometric data without consent, using it for software improvement and selling it, ...
  10. [10]
    Amazon insists Just Walk Out isn't secretly run by workers watching ...
    Apr 17, 2024 · Amazon is refuting claims that its cashierless Just Walk Out technology relies on human workers in India to review transactions.
  11. [11]
    Amazon opens its first full-size cashierless grocery store in Seattle
    Feb 25, 2020 · Amazon's first Go location, spanning about 1,800 square feet, finally opened to the public from the middle of Amazon's Seattle campus in January ...
  12. [12]
    Amazon launches a beta of Go, a cashier-free, app-based food ...
    Dec 5, 2016 · Launching in beta this year to Amazon employees at a single 1,800 square foot location in its native Seattle, Go is a “new kind of store with no ...
  13. [13]
    Amazon unveils futuristic checkout-free grocery store - Retail Dive
    Dec 5, 2016 · The store, dubbed Amazon Go, requires customers to launch a QR-code based app, which they scan upon walking into the site. The retailer's “Just ...<|separator|>
  14. [14]
    Amazon's Most Ambitious Research Project Is a Convenience Store
    Jul 18, 2019 · The original Go store opened to Amazon employees in December 2016, but a public opening, scheduled for early 2017, was delayed another 12 months ...
  15. [15]
    All systems 'Go': Amazon's cashier-free grocery store opens
    Jan 22, 2018 · Amazon announced the project in December 2016, with an opening slated for early the next year. However, engineers needed time to let the ...
  16. [16]
    Amazon Go Debuts as a New Grocery Store Without Checkout Lines
    Dec 5, 2016 · Amazon Go Debuts as a New Grocery Store Without Checkout Lines. By Leena Rao. By Leena Rao. December 5, 2016 at 10:38 AM EST. E-commerce giant ...Missing: date | Show results with:date
  17. [17]
    Amazon debuts "Go" store with no cashiers or checkout lines
    Jan 22, 2018 · The company had announced the Amazon Go store in December 2016 and said it would open by early 2017, but it delayed the debut while it worked ...Missing: date | Show results with:date
  18. [18]
    Amazon's first checkout-free grocery store opens on Monday
    Jan 21, 2018 · The convenience-style shop opened to Amazon employees in December 2016 in a test phase.
  19. [19]
    Amazon Go Expands With Opening of Second Store
    situated near the Seattle Central Library at 920 Fifth Ave. — opened to the public on Monday, Aug.Missing: timeline | Show results with:timeline
  20. [20]
    Amazon Go expands its reach to New York City | Grocery Dive
    Sep 10, 2018 · The company has opened three Go stores in Seattle, including one that opened just last week, and plans to open locations in Chicago and San ...
  21. [21]
    'Just walk out shopping': Amazon Go opens first Chicago location of ...
    the company's fourth and the first outside its hometown — will be open from 7 a.m. to 8 p.m. weekdays at ...
  22. [22]
    Amazon opens its first cashierless supermarket in Seattle - Fortune
    Feb 25, 2020 · Since it launched its first Amazon Go store in 2018, the Seattle-based company has opened about 25 of them in big cities, such as Chicago, New ...Missing: timeline | Show results with:timeline
  23. [23]
    Amazon's cashier-less technology was supposed to revolutionize ...
    Apr 3, 2024 · In a statement, Amazon said it will continue using the Just Walk Out technology in Amazon Go stores, at smaller format Fresh stores in the UK, ...
  24. [24]
    Amazon's Just Walk Out technology just got smarter—here's what's ...
    Jul 31, 2024 · New, advanced AI model increases accuracy, making the technology scalable to new locations, so you can skip the checkout line at more stores globally.
  25. [25]
    Amazon stores remove their company's own Just Walk Out technology
    Feb 6, 2025 · Amazon continued to use Just Walk Out in its smaller Amazon Go shops, however, the Go store concept has not grown as expected. According to a ...
  26. [26]
    Amazon closes more of its cashierless convenience stores
    Oct 4, 2024 · Amazon has shut down three more stores featuring its Just Walk Out technology, but the company says it remains committed to building out that technology.
  27. [27]
    Amazon closing Amazon Go store - Chain Store Age
    Jan 27, 2025 · According to a statement emailed to Chain Store Age, Amazon plans to shut down an Amazon Go location in Woodland Hills, Calif., on Feb. 26, 2025.
  28. [28]
    An inside look at the AI tech behind Just Walk Out - About Amazon
    The feat is a combination of computer vision, object recognition, advanced sensors, deep machine learning models, and generative AI—a type of artificial ...
  29. [29]
    WAICF '23: How Computer Vision, Deep Learning Power Amazon Go
    Feb 9, 2023 · Amazon Go initially used depth cameras and load sensors to detect items taken by shoppers. Now it uses RGB cameras. Amazon One uses infrared ...
  30. [30]
    Amazon makes big bet on selling cashierless tech to outside retailers
    Oct 5, 2024 · In 2012, Amazon founder Jeff Bezos was asked by TV host Charlie Rose whether his e-commerce company would ever venture into brick-and-mortar ...
  31. [31]
    Shopping at an Amazon Go Store - Amazon Customer Service
    Our Just Walk Out Technology automatically detects when products are taken from or returned to the shelves and keeps track of them in a virtual cart. When you' ...Missing: official | Show results with:official
  32. [32]
    Amazon One, Industries, Just Walk Out technology, Retail - AWS
    Sep 29, 2022 · Amazon's Just Walk Out technology uses the same types of technologies used in self-driving cars, including computer vision, sensor fusion, and ...Missing: details | Show results with:details
  33. [33]
    Patents awarded for smart shelf technologies seen in Amazon Go ...
    Sep 4, 2018 · Instead, the Amazon Go stores use weight sensors as well as QR codes, video cameras and computer vision systems to keep track of what customers ...
  34. [34]
    What is Computer Vision? - Image recognition AI/ML Explained - AWS
    Computer vision applications use artificial intelligence and machine learning (AI/ML) to process this data accurately for object identification and facial ...Missing: Go | Show results with:Go
  35. [35]
    How Amazon's Just Walk Out Works - Productify by Bandan
    Nov 15, 2024 · At the heart of Amazon's Just Walk Out technology is computer vision, which allows the system to interpret and understand visual data from the store ...
  36. [36]
    How 'Amazon Go' works: The technology behind the online retailer's ...
    Dec 5, 2016 · A system that uses technology including RFID to detect when a shopper takes an item from the shelf, and then syncs the data to a handheld device.Missing: details | Show results with:details
  37. [37]
    The IP Behind Amazon Go Stores - ktMINE
    Apr 7, 2020 · These shelves include weight sensors that are interconnected with Amazon's inventory monitoring system – allowing Amazon to track what items you ...
  38. [38]
    US20170228686A1 - Smart Shelves For Retail Industry
    The localization capabilities allow the wireless sensor network to localize radios/sensors and track their location (in case a rack or shelf is moved, the ...
  39. [39]
    Enhancing the Retail Experience: The Power of Computer Vision
    Nov 13, 2023 · The entire shopping process is tracked and automated using a combination of computer vision, sensors, and machine learning algorithms.Enhancing The Retail... · Improving Customer... · Amazon, Amazon Web Services...
  40. [40]
    Amazon eyes suburbs with larger Go format - Supermarket News
    The total size of over 6,000 square feet makes the new concept much bigger than current 24 Amazon Go stores, which range from 450 to 2,700 square feet in the ...
  41. [41]
    Amazon Opens First Full-Size Amazon Go Grocery Store
    Feb 25, 2020 · Amazon has opened a 10,400-square-foot grocery store that incorporates the Amazon Go cashierless “Just Walk Out” technology. The store is ...
  42. [42]
    Inside Amazon Go, a Store of the Future - The New York Times
    Jan 21, 2018 · The technology inside Amazon's new convenience store, opening Monday in downtown Seattle, enables a shopping experience like no other — ...Missing: details | Show results with:details
  43. [43]
    Amazon Store
    Amazon Go store exterior and details · Amazon Go. Amazon Go offers delicious ready-to-eat breakfast, lunch, and snack options made by our chefs, favorite local ...
  44. [44]
    Inside Amazon Go, the Convenience Store of the Future | Eater
    Jan 26, 2018 · No carts or baskets are necessary, because there's no one to scan anything. ... Because there are no cashiers, the adorable little alcohol section ...
  45. [45]
    Just walk out Amazon Go — the most convincing future of retail
    Jun 25, 2019 · Because of this system design, each shelf has clear guides separating each row, and they are more spacious compared to regular grocery stores.
  46. [46]
    Inside the store: Amazon's newest Go Grocery
    Sep 11, 2020 · The cashierless store in Redmond, Washington, features a cleaner layout, enhanced produce merchandising and more meal options compared to the first location.
  47. [47]
    How Amazon is trying to upend the grocery industry - CNBC
    Feb 25, 2020 · The Amazon Go Grocery store spans 10,400 square feet, making it ... square feet to 2,000 square feet in size. The new space stocks ...
  48. [48]
    How Amazon Go Works - Paessler Blog
    Jan 23, 2024 · Sensors can also be used to detect the weight of the products on the shelf (or even the weight or size of the customer). There are reports that ...
  49. [49]
    Amazon Go stores: How the 'Just walk out' cashierless tech works
    'Just Walk Out' is the technology employed by Amazon Go stores that allows customers to shop without the need for traditional checkouts or cashiers.
  50. [50]
    Inside 'Amazon Go Grocery': Tech giant opens first full-sized store ...
    Feb 25, 2020 · Amazon is opening its first “Amazon Go Grocery” store in Seattle on Tuesday morning, enlarging the footprint for surveillance-style shopping.Missing: initial | Show results with:initial
  51. [51]
    Inside Amazon's First Full-Blown Cashierless Supermarket
    which opens today at 610 E Pike Street on Capitol Hill — is bringing the cashierless technology of smaller ...Missing: initial | Show results with:initial
  52. [52]
    Amazon rebrands Amazon Go Grocery to Amazon Fresh ... - GeekWire
    larger than Amazon Go, with cashierless tech — will live on. The rebranded Capitol Hill location is ...
  53. [53]
    Amazon Go convenience stores are headed to suburbia | Grocery Dive
    Jan 25, 2022 · Amazon is planning to launch a new convenience store format aimed at suburban shoppers, the retailer announced Tuesday. The first of the new ...
  54. [54]
    Amazon Go launching new store format for the suburbs
    Jan 25, 2022 · The total square footage of the store will be 6,150 sq. ft., with about 3,240 sq. ft. devoted to the shopping experience. The new format ...
  55. [55]
    Amazon Go opens at Brookfield Place in downtown New York ...
    May 7, 2019 · Amazon Go opens to the public at Brookfield Place in downtown New York on Tuesday. The cashier-free store will also start accepting cash, Amazon ...Missing: dates | Show results with:dates
  56. [56]
    List of Amazon Go Stores Closing in NYC, San Francisco, Seattle
    Jun 23, 2023 · Amazon said in March that it would permanently shutter eight Amazon Go stores as of April 1, including two in New York, two in Seattle, and all four locations ...<|separator|>
  57. [57]
    Amazon finds in-store grocery a harder sell - Marketplace.org
    Mar 13, 2025 · There are 15 Amazon Go convenience stores and 60 Amazon Fresh grocery stores nationwide. ... © 2025 Minnesota Public Radio. All Rights ...<|separator|>
  58. [58]
    All Amazon Fresh stores in UK to close - The Guardian
    Sep 24, 2025 · Company to shut 19 shops and convert five to Whole Foods outlets, after concept of stores without tills fails to catch on.
  59. [59]
    (PDF) Reinventing the retail experience: The case of amazon GO
    Mar 15, 2024 · By leveraging sensor fusion, computer vision, and deep learning algorithms, Amazon Go stores provide a seamless and frictionless shopping ...
  60. [60]
    Amazon Go Stores Could Be Incredibly Profitable | Nasdaq
    Jan 7, 2019 · The analysts counted an average of 550 customers per day at Amazon Go locations, translating into an estimated $1.5 million of revenue per year ...
  61. [61]
    Analysts: Amazon Go Stores Bring in 50% More Revenue Than ...
    Jan 7, 2019 · According to new estimates from RBC Capital Markets analysts, Amazon's cashierless concept brings in about 50 percent more revenue on average ...
  62. [62]
    Analysis of the Amazon Go Platform and Its Implications on Large ...
    Jul 28, 2019 · Assuming a 20% gross margin, we conclude the Amazon Go platform would deliver $173k in Incremental Gross Profit per grocery store per year. This ...<|separator|>
  63. [63]
    Amazon Go And The Death Of Checkouts - Oliver Wyman
    We estimate that completely removing checkout staff could save cost equivalent to two percentage points of EBIT.Missing: labor | Show results with:labor
  64. [64]
    Amazon Slashes Cost of Go Cashierless Store Technology by 96%
    Nov 17, 2021 · That reduction, to three days from eight days, is expected to save almost $1 million annually and thousands of hours in store labor, partly by ...
  65. [65]
    Amazon is dropping no-checkout tech from many grocery stores
    Apr 3, 2024 · Just Walk Out technology may also not actually reduce in-store labor costs very much. A Just Walk Out store doesn't need anyone to man a ...
  66. [66]
    Amazon's cashier-free Go stores may only need six human employees
    Feb 6, 2017 · Amazon plans to mandate that future, supermarket-sized versions of its automated Go stores have a max of 10 human employees staffing any given location.Missing: levels | Show results with:levels
  67. [67]
    Inside Amazon's robot-run supermarket that needs just 3 human ...
    Feb 5, 2017 · In the case of Amazon's automated retail prototype, a half-dozen workers could staff an average location. A manager's duties would include ...
  68. [68]
    Amazon Go And The 2.3 Million Cashiers It Could Leave Behind
    Feb 1, 2018 · We found that nearly 1.8% of the US private sector workforce – that's 2.3 million Americans working for companies like Walmart, Target and The Gap – could be ...
  69. [69]
    Amazon Go stores threaten the economy, UFCW chief says
    Sep 24, 2018 · Millions of Americans will lose jobs as cashierless stores catch on, warns Marc Perrone, United Food and Commercial Workers International ...
  70. [70]
    The 6 Most Surprising Things About the New Amazon Go (No Cash ...
    Jan 29, 2018 · Amazon Go has no cashiers or cash registers. You scan a smartphone app to get inside. Amazon's cameras and sensors track you through the store.Missing: interior features
  71. [71]
    Will Amazon's no-checkout technology destroy jobs?
    Aug 31, 2021 · The technology might shift labor to other parts of the store. It might also increase the total number of stores.
  72. [72]
    'Just Walk Out' scrapped | Amazon's AI-powered cashier-less stores ...
    Apr 3, 2024 · Amazon's “Just Walk Out” stores, which purported to replace cashiers with AI-enabled video technology, rely on the remote labor of 1,000 ...
  73. [73]
    Amazon's AWS unit cutting hundreds of jobs related to store ...
    Apr 4, 2024 · Amazon's AWS unit cutting hundreds of jobs related to store technology. The e-commerce giant earlier said it was scaling back its Just Walk Out ...
  74. [74]
    Amazon Go: The Future of Retail? - Technology and Operations ...
    Nov 13, 2018 · In 2018, Amazon launched Amazon Go, a brick-and-mortar store powered by machine learning – with no checkout lines or cashiers.Missing: stack details
  75. [75]
    Understanding the impact of Amazon Go innovations - Diginomica
    Jan 24, 2018 · The labor cost impact taken with the likely inventory shrinkage improvements though are important and will encourage other retailers to consider ...
  76. [76]
    How Cashierless Technology Shifts When and What Customers Buy
    Sep 20, 2024 · Our findings suggest that cashierless technology not only benefits staffing costs, but also has potential to influence customer shopping ...
  77. [77]
    Two Unlikely Teachers: What Amazon Go's Failure and Duolingo's ...
    Sep 9, 2025 · The fastest 1,500-meter robot time, 6:29, was nearly double the human record. Meanwhile, labor productivity in retail grew 4.6% in 2024, the ...
  78. [78]
    Amazon's Just Walk Out Actually Uses 1,000 People in India
    Apr 3, 2024 · Amazon promoted Just Walk Out as AI-powered cashierless technology. But the tech reportedly relied on workers in India for accuracy.
  79. [79]
    Amazon Go: The Future of Brick-And-Mortar Retail - Signalytics
    May 9, 2023 · The Amazon Go technology uses computer vision, deep learning algorithms, and sensor fusion to detect when products are taken from or ...<|separator|>
  80. [80]
    Consumers' Perceived Benefits and Costs for Amazon Go Based on ...
    Jun 26, 2022 · This study aims to identify the perceived benefits and costs of Amazon Go, the first unmanned store with advanced technology, based on the value-based adoption ...
  81. [81]
    Just Walk Out
    Just Walk Out technology simplifies the shopping experience by removing checkout and helping consumers to get in and out quickly and seamlessly.FAQs · RFID technology · Testimonials · Locations
  82. [82]
    https://www.statista.com/chart/7198/consumer-opinion-on-amazon-go/
  83. [83]
    Amazon Upgrades Checkout AI to Boost Third-Party Adoption
    Jul 31, 2024 · Amazon's Just Walk Out technology is gaining traction beyond its own stores, with over 170 installations in third-party locations, Jenkins said.
  84. [84]
    Amazon to expand third-party Just Walk Out technology stores
    Apr 18, 2024 · Amazon has announced its intention to expand the reach of its cashierless shopping technology, Just Walk Out, to more third-party stores from 2024 to 2025.<|separator|>
  85. [85]
    Amazon Go debuts, and its prying cameras foil our shoplifting attempts
    Jan 22, 2018 · A camera system watches you and uniquely tags every item you pick up, then the store automatically charges a pre-registered credit card for the purchases.
  86. [86]
    The technology behind Amazon's surveillance-heavy Go store
    Jan 22, 2018 · Amazon has created a store that's able to run a high-level of surveillance on the people inside it.Missing: stack | Show results with:stack
  87. [87]
    Smile! You're On Camera: Data Collection in Food Retailing Markets
    In summary, Amazon Go replicates online surveillance in the offline world. This paper tackles issues related to the potential harms caused by Amazon's ...<|separator|>
  88. [88]
    Amazon Go Security Risks - Avast Blog
    Jun 23, 2021 · Amazon Go uses cameras to track purchases, records real-time purchase history, and Amazon One tracks palm prints, raising privacy concerns.Missing: controversies | Show results with:controversies
  89. [89]
    Amazon sued for not telling New York store customers about ...
    Mar 17, 2023 · Amazon did not alert its New York City customers that they were being monitored by technology that tracks their bodies' shapes and sizes as well as their palm ...
  90. [90]
    Amazon sued over biometric data, tracking in NYC Amazon Go stores
    Mar 17, 2023 · A lawsuit accuses Amazon of violating New York City law by failing to properly inform customers of biometric data collection in Amazon Go ...
  91. [91]
    Amazon sued for not telling New York store customers about facial ...
    Mar 16, 2023 · The lawsuit says that Amazon only recently put up signs informing New York customers of its use of facial recognition technology, more than a ...Missing: criticism | Show results with:criticism
  92. [92]
    Amazon Go and Privacy Challenges - School of Information Sites
    Mar 22, 2018 · Amazon Go uses cameras and sensors to track location, physical data, and movement, raising privacy concerns about collected data.Missing: controversies labor
  93. [93]
    Amazon Stores Collect Data on 'Every Single Customer,' NY Lawsuit ...
    Mar 18, 2023 · Lawsuit argues Amazon illegally surveilled NYC customers including tracking their body size. Here's why Amazon Go stores are watching you.Missing: concerns surveillance
  94. [94]
    Amazon's Unlawful Biometric Data Collection - Pollock Cohen LLP
    A class action lawsuit against Amazon was filed in a federal court in Washington alleging the company's automated collection of customers' biometric data at ...
  95. [95]
    Amazon Hit With Biometric Privacy Suit Over Workers' Face Scans
    Apr 23, 2024 · Former worker Lisa Johnson alleged that Amazon collected her facial scan each time she clocked in and out of work as required by the company.
  96. [96]
    Amazon.com Privacy Notice - Amazon Customer Service
    This Privacy Notice describes how Amazon.com and its affiliates (collectively "Amazon") collect and process your personal information through Amazon products, ...EU-US Data Privacy... · Legal Policies · Additional State-Specific... · Prior Version
  97. [97]
    So, Amazon's 'AI-powered' cashier-free shops use a lot of ...
    Apr 10, 2024 · This is how these bosses get rich: by hiding underpaid, unrecognised human work behind the trappings of technology
  98. [98]
    Privacy - About Amazon
    We support US federal privacy legislation that requires transparency, access to one's own personal information, and the ability to delete personal information.
  99. [99]
    Amazon Go Stores: Biometric Tracking Dystopia
    Apr 16, 2023 · Biometric data is not protected under federal law. Therefore, data privacy regulation is left to state and local governments. Amazon Go stores ...Missing: controversies labor
  100. [100]
    6 to 7.5 Million U.S. Retail Jobs At Risk Due To Automation
    A new analysis finds that 6 to 7.5 million retail jobs likely will be automated out of existence in the coming years.
  101. [101]
    Amazon Go means more than just job losses, it will ... - The Guardian
    Dec 8, 2016 · The ramifications for jobs are obvious, but Amazon Go also changes the relationships between business and employee, governments and citizens.
  102. [102]
    Amazon Go Store Is a Microcosm of the Debate on Automation and ...
    Jan 26, 2018 · In the longer term, the labour-saving nature of the technology is likely to mean reduced costs too, filtering through to lower prices than ...<|separator|>
  103. [103]
    Amazon says it's a 'myth' that robots kill jobs. Here's the reality
    May 8, 2025 · “It is a myth that technology and robots take out jobs,” La Rovere told CNBC last year. He said robots assisted workers “by reducing walking distance between ...
  104. [104]
    The Evolution of Job Roles in Retail - how AI is changing, not ...
    A recent study showed that cashiers are the fastest-shrinking jobs in the USA. Between 2021 and 2031, the number of cashiers are expected to fall by 10%.Missing: data | Show results with:data
  105. [105]
    [PDF] Reinventing the retail experience: The case of amazon GO
    Mar 5, 2024 · This case study examines the transformative retail concept of Amazon Go, developed by e-commerce giant Amazon, which revolutionizes the ...Missing: timeline | Show results with:timeline
  106. [106]
    https://www.nytimes.com/2025/10/21/technology/inside-amazons-plans-to-replace-workers-with-robots.html
  107. [107]
    https://www.cnet.com/tech/robots-may-replace-600000-human-employees-at-amazon/
  108. [108]
    Nearly 75% of US adults have not used or heard of cashierless ...
    Nov 7, 2022 · Just 14% of US adults regularly use cashierless checkout, like mobile scan-and-go and just-walk-out technologies. That figure is higher among 18 ...<|control11|><|separator|>
  109. [109]
    Major retailers are backtracking on self-checkout - NBC News
    Jul 4, 2024 · Five Below and Dollar General are moving back toward human cashiers, citing long-running industry concerns about lost inventory.
  110. [110]
    Why Cashierless Stores Still Haven't Taken Over: The Industry's ...
    Jul 23, 2025 · Employment impact remains politically sensitive, even though retail automation has been ongoing for decades. The visible nature of ...Missing: jobs | Show results with:jobs
  111. [111]
    Why Amazon Go Failed: Lessons for the Cashierless Future
    Dec 14, 2024 · High costs, scalability issues, privacy concerns, and operational complexities all contributed to the struggles Amazon faced in making Go a viable business ...Missing: labor | Show results with:labor