# US Retail Edge Computing Market > US Retail Edge Computing Market Research Report: By Component (Hardware, Software, Services), By Application (Smart Cities, Industrial Internet of Things (IoT), Remote Monitoring, Content Delivery, Augmented Reality (AR), Virtual Reality (VR), Others) and By Organization Size (Large Enterprises, SMEs) - Forecast to 2035 - **Forecast Period:** 2025 - 2035 - **CAGR:** 20.7% - **2024:** $ 1,552.64 Million - **2025:** $ 1,874.03 Million - **2035:** $ 12,298.51 Million - **Key Players:** Amazon (US), Microsoft (US), IBM (US), Google (US), Oracle (US), Cisco (US), Hewlett Packard Enterprise (US), Dell Technologies (US) **Report ID:** MRFR/ICT/13466-HCR · **Pages:** 100 · **Author:** Apoorva Priyadarshi & Garvit Vyas · **Last Updated:** April 06, 2026 **URL:** https://www.marketresearchfuture.com/reports/us-retail-edge-computing-market-14993 --- ## Market Summary ## **US Retail Edge Computing Market Overview** As per MRFR analysis, the US Retail Edge Computing Market Size was estimated at 1.29 (USD Billion) in 2023. The US Retail Edge Computing Market Industry is expected to grow from 1.56(USD Billion) in 2024 to 10.21 (USD Billion) by 2035. The US Retail Edge Computing Market CAGR (growth rate) is expected to be around 18.626% during the forecast period (2025 - 2035). ## **Key US Retail Edge Computing Market Trends Highlighted** The US Retail Edge Computing Market is witnessing several important trends driven by the increasing need for faster data processing and improved customer experiences. One key market driver is the growing adoption of IoT devices in retail, allowing for real-time data collection and analysis at the edge. Retailers are seeking to enhance their operational efficiency and make informed decisions quickly, which is fueling the demand for edge computing solutions. Additionally, as online shopping continues to rise, there is a pressing need for retailers to offer seamless and personalized experiences. This trend is compelling retailers in the US to leverage edge computing to optimize inventory management, enhance supply chain operations, and improve customer engagement. There are also significant opportunities to be explored in integrating edge computing with artificial intelligence and machine learning technologies. This combination can provide valuable insights into consumer behavior and promote predictive analytics, leading to more effective marketing strategies. Moreover, as the need for enhanced security grows due to increasing cybersecurity threats, edge computing offers a way to process sensitive data locally, thus minimizing risks related to data breaches. In recent times, retailers are prioritizing sustainability and energy efficiency, with edge computing solutions offering the potential to reduce energy consumption by processing data closer to the source. This trend aligns with various government initiatives aimed at promoting sustainable practices in the retail sector. Overall, the US Retail Edge Computing Market is evolving rapidly, driven by advancements in technology and changing consumer expectations, making it an exciting area for innovation and investment. Source: Primary Research, Secondary Research, _Market Research Future_ Database and Analyst Review ## **US Retail Edge Computing Market Drivers** ### **Increasing Demand for Real-Time Data Processing** The US Retail Edge Computing Market Industry is experiencing significant growth driven by the need for real-time data processing capabilities in retail operations. As per the National Retail Federation (NRF), 76% of retailers indicate that responding to customer needs in real time is crucial for enhancing customer experience. This signifies a strong shift towards edge computing solutions that can analyze data locally and provide immediate insights, enabling retailers to optimize inventory management and personalize customer interactions. Furthermore, the reliance on cloud solutions alone can lead to latency issues, which edge computing can effectively mitigate. Established organizations like Walmart have initiated projects that leverage edge computing for supply chain optimization and customer service enhancements, demonstrating the practical applicability of such technology. As retailers intensify their digitization efforts, the convergence of Internet of Things (IoT) devices and edge computing is likely to evolve, further facilitating this trend across the US retail landscape. ### **Growth of Internet of Things (IoT) in Retail** The proliferation of Internet of Things devices is a key driver of the US Retail Edge Computing Market Industry. According to the Consumer Technology Association (CTA), there are expected to be over 75 billion connected devices globally by 2025, with a significant portion being utilized within the retail sector for inventory tracking and customer engagement. Major retailers like Target are implementing IoT solutions that require edge computing for effective data processing and real-time analytics. This creates a significant pressure on retail businesses to adopt edge computing technologies, thereby enabling them to handle increased data traffic more efficiently and improving service delivery to customers. ### **Enhancements in Network Connectivity** The advancements in network connectivity, particularly the rollout of 5G technology across the United States, are acting as a catalyst for the US Retail Edge Computing Market Industry. According to the Federal Communications Commission (FCC), 5G networks are expected to enhance the speed and reliability of wireless networks significantly, with some estimates suggesting speeds up to 100 times faster than current 4G networks. This technological leap is crucial for retailers looking to implement real-time analytics and customer-centric services that edge computing can facilitate. Established telecommunications companies, such as Verizon and AT&T, are investing heavily in 5G infrastructure, pushing forward the adoption rates of edge computing in retail. As retailers benefit from improved connectivity, they are better positioned to respond to market demands and customer preferences nearly instantaneously. ## **US Retail Edge Computing Market Segment Insights** ### **Retail Edge Computing Market Component Insights** The US Retail Edge Computing Market is witnessing significant growth driven by the increasing demand for real-time data processing and enhanced customer experiences. Within the Component segment, the focus is primarily on Hardware, Software, and Services, each playing a crucial role in the overall ecosystem. Hardware components are essential as they provide the physical infrastructure, such as servers and edge devices, that enable efficient data processing at the edge of the network, reducing latency and improving operational efficiency for retail businesses. Software solutions facilitate data management, analytics, and application deployment, allowing retailers to derive actionable insights and streamline operations. Services provide the necessary support, implementation, and maintenance required for these technologies to function effectively. The ongoing digital transformation in the retail sector is propelling companies to adopt edge computing solutions that can handle the rising volume of internet-connected devices and the increasing demand for personalized shopping experiences. Additionally, the growing usage of advanced technologies, such as artificial intelligence and the Internet of Things, is expected to further energize the market. Meanwhile, challenges such as integration with legacy systems and data security concerns remain critical considerations for stakeholders. Retailers in the US are leveraging edge computing for various applications, including inventory management, customer engagement, and supply chain optimization, enabling them to respond quickly to market demands. Collectively, the Hardware, Software, and Services within the US Retail Edge Computing Market contribute to the enhancement of efficiency and customer satisfaction, aligning with broader trends in consumer behavior and technology adoption. As organizations continue to recognize the value of immediate data processing and localized responses, these components will play a significant role in shaping the retail landscape in the years to come. Source: Primary Research, Secondary Research, _Market Research Future_ Database and Analyst Review ### **Retail Edge Computing Market Application Insights** The Application segment of the US Retail Edge Computing Market is crucial as it encompasses a variety of functions that enhance data processing at the edge of the network. Among these applications, Smart Cities are increasingly gaining traction, leveraging edge computing to optimize traffic flow and energy management through real-time data analytics. The Industrial Internet of Things (IoT) plays a significant role by connecting devices to streamline operations and enhance productivity. Remote Monitoring has become essential in sectors like retail, allowing businesses to track performance and inventory in real time, which directly influences decision-making. Content Delivery is also vital, as it reduces latency and improves user experience by providing local data access for faster service. Moreover, Augmented Reality (AR) and Virtual Reality (VR) applications are revolutionizing customer interaction, offering immersive experiences that foster engagement and drive sales, particularly in retail environments. The combination of these applications presents a robust landscape for the US Retail Edge Computing Market, driven by increasing demand for efficiency and enhanced customer experiences across various industries.As the market continues to grow, these applications will likely expand, offering new opportunities and challenging existing norms. ### **Retail Edge Computing Market Organization Size Insights** The US Retail Edge Computing Market is increasingly categorized by Organization Size, reflecting diverse needs and technological capabilities among businesses. Large Enterprises significantly drive the market, given their expansive operations and the urgent demand for real-time data processing to enhance customer experiences. The scale and resources of these organizations enable substantial investments in advanced edge computing solutions, optimizing supply chains and improving operational efficiency. On the other hand, SMEs represent a vital aspect of the market, as they embrace edge computing to compete with larger firms. Their increasing adoption of these technologies is largely influenced by cost-effective solutions and the need for agility in a rapidly changing retail landscape. As the US continues to prioritize digital transformation within its retail sector, the segmentation by Organization Size highlights varying challenges and opportunities, including the need for scalable solutions and resources dedicated to effective implementation that cater to differing organizational capabilities. This dynamic leads to distinct strategies aimed at leveraging edges computing for improved service delivery, ultimately shaping the evolving landscape of the US Retail Edge Computing Market. ## **US Retail Edge Computing Market Key Players and Competitive Insights** The US Retail Edge Computing Market is experiencing a transformative period driven by the growing demand for real-time data processing, improved customer experiences, and enhanced operational efficiencies. Companies are increasingly recognizing the potential of edge computing to deliver low-latency services that empower retail businesses to respond quickly to consumer needs. With the rise of IoT devices, mobile applications, and the growing influence of artificial intelligence, retailers are leveraging edge computing to enhance their operational frameworks. As competition escalates in this market, businesses are compelled to integrate innovative technologies that allow them to process data at the edge rather than relying solely on centralized cloud infrastructures. This shift not only leads to performance enhancements but also enables retailers to leverage analytics for more informed decision-making. Mavenir has established a noteworthy presence in the US Retail Edge Computing Market by offering solutions that streamline network operations and enhance application enablement at the edge. The company's strengths lie in its ability to provide a fully virtualized solution that simplifies operations, facilitates faster deployment, and increases flexibility for retail environments. With a focus on rich, high-speed customer experiences, Mavenir capitalizes on advanced analytics and automation, enabling retailers to optimize their operations effectively. The company’s edge computing offerings cater to the specific needs of the retail sector, ensuring that businesses can respond adeptly to customer demands while also managing substantial data flows with efficiency and reliability. Dell Technologies further amplifies its position in the US Retail Edge Computing Market through its comprehensive portfolio of products and services designed for various retail applications. Their strengths include robust infrastructure solutions that support data management and connectivity at the edge, allowing retailers to process information locally. Dell Technologies' suite of offerings includes servers, storage solutions, and networking systems tailored for edge deployments, which enable effective data aggregation and analytics. The company's proactive M&A strategy has bolstered its market presence, enabling it to integrate cutting-edge technologies and expand its capabilities in edge computing. By understanding the unique demands of retail environments, Dell Technologies demonstrates its commitment to providing enhanced performance and adaptability for retailers looking to leverage edge computing for competitive advantages in the US market. ### **Key Companies in the US Retail Edge Computing Market Include** ### **US Retail Edge Computing Market Industry Developments** The US Retail Edge Computing Market has recently seen significant advancements, particularly in the deployment of edge computing solutions to enhance customer experiences and operational efficiency. Companies like Dell Technologies, Supermicro, and IBM are leading this charge, as retailers increasingly adopt localized data processing to reduce latency and improve response times. In October 2023, Mavenir announced a strategic partnership with EdgeConneX to expand edge computing infrastructure, targeting retail environments that require robust telecommunications support. Furthermore, Microsoft and NVIDIA are enhancing their edge AI offerings to empower retailers with real-time analytics capabilities. On the mergers and acquisitions front, in September 2023, ClearBlade was acquired by Aviat Networks to strengthen IoT edge computing solutions for retail, aligning both companies' focus on delivering high-performance data solutions. Polarized by rapid technological advancements, the retail sector's demand for edge computing is reflected in an increase in market valuations, showcasing a progressive shift towards integrated IT and telecommunications strategies. Overall, investment in edge computing has risen markedly, indicating a transformative period for the US Retail sector, with innovations and collaborations shaping the market landscape significantly. ### **US Retail Edge Computing Market Segmentation Insights** #### **Retail Edge Computing Market Component****Outlook** #### **Retail Edge Computing Market Application Outlook** **Retail Edge Computing Market Organization Size Outlook** ## Market Drivers ### Demand for Real-Time Analytics The retail edge-computing market is experiencing a surge in demand for real-time analytics, driven by the need for immediate insights into consumer behavior and inventory management. Retailers are increasingly leveraging edge computing to process data closer to the source, enabling faster decision-making. According to recent estimates, the market for real-time analytics in retail is projected to grow at a CAGR of approximately 25% over the next five years. This shift allows retailers to optimize operations, enhance customer experiences, and respond swiftly to market changes. As a result, the retail edge-computing market is becoming a critical component in the strategic toolkit of retailers aiming to maintain a competitive edge in a rapidly evolving landscape. ### Growth of Omnichannel Retailing The rise of omnichannel retailing is significantly influencing the retail edge-computing market. Retailers are increasingly adopting a seamless shopping experience across various channels, including online, mobile, and in-store. This trend necessitates the deployment of edge computing solutions to manage and analyze data from multiple sources in real-time. It is estimated that by 2026, omnichannel sales in the retail sector could account for over 60% of total retail sales in the US. Consequently, the retail edge-computing market is positioned to benefit from this growth, as it enables retailers to deliver personalized experiences and maintain inventory accuracy across all platforms. ### Enhancement of Customer Experience Enhancing customer experience remains a pivotal driver for the retail edge-computing market. Retailers are increasingly utilizing edge computing to deliver personalized services, such as targeted promotions and tailored recommendations, based on real-time data analysis. This approach not only improves customer satisfaction but also drives sales. Research indicates that businesses that prioritize customer experience can see revenue growth of up to 10% annually. As retailers strive to create more engaging shopping environments, the retail edge-computing market is likely to expand, providing the necessary infrastructure to support these initiatives. ### Regulatory Compliance and Data Governance Regulatory compliance and data governance are becoming increasingly important in the retail edge-computing market. With the rise of data privacy regulations, such as the California Consumer Privacy Act (CCPA), retailers must ensure that their data handling practices meet legal requirements. This has led to a growing demand for edge computing solutions that can facilitate secure data processing and storage. It is anticipated that compliance-related investments in technology will increase by approximately 15% over the next few years. As retailers navigate these regulatory landscapes, the retail edge-computing market is likely to play a crucial role in ensuring compliance while maintaining operational efficiency. ### Cost Efficiency and Operational Optimization Cost efficiency and operational optimization are critical factors propelling the retail edge-computing market. By processing data at the edge, retailers can reduce latency and bandwidth costs associated with sending large volumes of data to centralized cloud servers. This localized processing can lead to operational savings of up to 30% in some cases. Furthermore, edge computing allows for better resource allocation and inventory management, which can enhance overall profitability. As retailers seek to streamline operations and reduce costs, the retail edge-computing market is expected to see increased investment and adoption. ## Future Outlook The [Retail Edge Computing Market](https://www.marketresearchfuture.com/reports/retail-edge-computing-market-12132) is projected to grow at a 20.7% CAGR from 2025 to 2035, driven by increased demand for real-time data processing and enhanced customer experiences. **New opportunities:** - Deployment of AI-driven inventory management systems - Integration of edge analytics for personalized marketing - Expansion of in-store IoT solutions for customer engagement By 2035, the retail edge-computing market is expected to achieve substantial growth and innovation. ## Segment Insights ### By Component: Hardware (Largest) vs. Services (Fastest-Growing) The component segment in the US retail edge-computing market demonstrates a diversified market share distribution among hardware, software, and services. Currently, hardware dominates this space, significantly outpacing the other two categories. Software accounts for a smaller share, but it remains essential as it underpins many hardware capabilities. Meanwhile, services are slowly rising, gaining traction due to the growing demand for managed services and solutions that enhance the overall functionality of edge computing deployments. Growth trends in the component segment are primarily driven by the increasing need for real-time data processing and enhanced computing capabilities close to the data source. The hardware segment continues to be supported by advancements in IoT and AI technologies, while services demonstrate a robust growth trajectory as organizations prioritize optimizing their edge computing infrastructure. This shift is leading to increased investments in service-oriented models that align with evolving consumer needs. Hardware (Dominant) vs. Services (Emerging) In the US retail edge-computing market, hardware is positioned as the dominant force, characterized by a wide range of physical devices that facilitate processing capabilities at the edge. This includes servers, gateways, and IoT devices that are integral to edge computing frameworks. Meanwhile, services are emerging as a vital segment, reflecting how organizations are leveraging third-party expertise to manage and optimize their edge facilities. These services encompass system implementation, support, and consulting, which are critical for organizations seeking to drive efficiency and innovation in their edge strategies. Both segments are interlinked, with hardware providing the foundation for services that enhance the overall user experience and operational agility. ### By Application: Smart Cities (Largest) vs. Augmented Reality (Fastest-Growing) The application segment of the US retail edge-computing market is witnessing a diverse distribution of market share, with Smart Cities taking the lead due to increased investments in urban infrastructure and IoT integration. Other key applications such as Industrial Internet of Things (IoT) and Remote Monitoring also contribute significantly to the market, thus showcasing a balanced growth across various innovative solutions. Furthermore, Content Delivery, AR, and VR are progressively gaining traction among users, indicating a shift towards more interactive and immersive experiences. The growth trends indicate a robust momentum in sectors like Smart Cities and Augmented Reality, driven by the increasing demand for real-time data processing and enhanced user engagement. Factors such as urbanization, technological advances in IoT, and the rising popularity of immersive experiences in retail are essential drivers for this segment's expansion. As businesses increasingly adopt edge-computing applications for improved operational efficiency, the market is poised for significant developments over the coming years. Smart Cities (Dominant) vs. Augmented Reality (Emerging) Smart Cities represent a dominant force in the application segment, enjoying significant traction due to initiatives aimed at improving urban livability and sustainability. This segment leverages edge computing to bring data processing closer to the source, enhancing real-time decision-making in traffic management, energy consumption, and public safety. Conversely, Augmented Reality stands out as an emerging application, driven by its potential to revolutionize customer experiences in retail. By integrating AR applications into shopping experiences, retailers are leveraging enhanced engagement strategies and personalization, appealing particularly to younger demographics. Together, these segments illustrate the breadth of potential within the US retail edge-computing market, where traditional applications face competition from innovative, data-driven technologies. ### By Organization Size: Large Enterprises (Largest) vs. SMEs (Fastest-Growing) The distribution of market share in the organization size segment of the retail edge-computing market highlights that large enterprises hold the majority of the market, leveraging their substantial resources and established infrastructure to implement edge-computing solutions. Their capacity to invest in advanced technologies allows them to dominate the market, while SMEs continue to gain traction, benefiting from flexible and cost-effective solutions that meet their specific needs. As the demand for real-time data processing and reduced latency grows, SMEs are emerging as the fastest-growing segment. Driven by the need for scalability and enhanced customer experiences, SMEs are increasingly adopting edge-computing technologies to stay competitive. This shift is encouraged by innovations in solutions that cater to their unique challenges, allowing them to utilize edge computing as a strategic advantage in the retail sector. Large Enterprises: Dominant vs. SMEs: Emerging Large enterprises are characterized by their extensive operational scales and established market presence, which afford them the ability to invest heavily in cutting-edge-computing infrastructure. These organizations typically have robust IT departments and can manage complex implementations of technology solutions, making them leaders in the retail edge-computing market. In contrast, SMEs represent the emerging force in this segment, driven by their agility and the necessity to adopt cost-effective edge solutions that provide them with a competitive edge. While they may lack the same level of resources as large enterprises, their fast adoption rates and innovative approaches position them favorably in a rapidly evolving retail landscape. ## Competitive Benchmarking The retail edge-computing market is currently characterized by intense competition and rapid technological advancements. Key growth drivers include the increasing demand for real-time data processing, enhanced customer experiences, and the proliferation of IoT devices. Major players such as Amazon (US), Microsoft (US), and IBM (US) are strategically positioned to leverage their extensive cloud infrastructures and innovative solutions. Amazon (US) focuses on integrating edge-computing capabilities into its AWS platform, while Microsoft (US) emphasizes its Azure IoT Edge services to facilitate seamless data management at the edge. IBM (US) is concentrating on hybrid cloud solutions, which allow retailers to optimize their operations through data analytics and AI. Collectively, these strategies are shaping a competitive environment that prioritizes technological innovation and customer-centric solutions.In terms of business tactics, companies are increasingly localizing manufacturing and optimizing supply chains to enhance operational efficiency. The market structure appears moderately fragmented, with several key players exerting considerable influence. This fragmentation allows for diverse offerings and competitive pricing, yet the presence of dominant firms like Amazon (US) and Microsoft (US) suggests a trend towards consolidation as these companies seek to expand their market share through strategic partnerships and acquisitions. In October Amazon (US) announced the launch of its new edge-computing service, which integrates AI-driven analytics to enhance retail operations. This strategic move is significant as it positions Amazon (US) to provide retailers with advanced tools for inventory management and customer engagement, thereby reinforcing its leadership in the market. The introduction of this service is likely to attract a broader customer base, further solidifying Amazon's (US) competitive edge. In September Microsoft (US) unveiled a partnership with a leading retail chain to implement its Azure IoT Edge solutions across multiple locations. This collaboration aims to streamline operations and improve customer experiences through real-time data insights. The strategic importance of this partnership lies in Microsoft's ability to showcase the effectiveness of its edge-computing solutions in a real-world retail environment, potentially leading to further partnerships and increased adoption of its technology. In August IBM (US) expanded its edge-computing portfolio by acquiring a startup specializing in AI-driven analytics for retail. This acquisition is pivotal as it enhances IBM's (US) capabilities in providing tailored solutions for retailers, allowing them to leverage data for improved decision-making. The integration of advanced analytics into IBM's offerings may attract more retailers seeking to enhance their operational efficiency and customer engagement. As of November current competitive trends in the retail edge-computing market include a strong emphasis on digitalization, sustainability, and AI integration. Strategic alliances are increasingly shaping the landscape, enabling companies to pool resources and expertise to deliver innovative solutions. Looking ahead, competitive differentiation is likely to evolve, with a shift from price-based competition to a focus on innovation, technology, and supply chain reliability. Companies that can effectively harness these trends will likely emerge as leaders in the retail edge-computing market. ## Recent News & Developments The US Retail Edge Computing Market has recently seen significant advancements, particularly in the deployment of edge computing solutions to enhance customer experiences and operational efficiency. Companies like Dell Technologies, Supermicro, and IBM are leading this charge, as retailers increasingly adopt localized data processing to reduce latency and improve response times. In October 2023, Mavenir announced a strategic partnership with EdgeConneX to expand edge computing infrastructure, targeting retail environments that require robust telecommunications support. Furthermore, Microsoft and NVIDIA are enhancing their edge AI offerings to empower retailers with real-time analytics capabilities. On the mergers and acquisitions front, in September 2023, ClearBlade was acquired by Aviat Networks to strengthen IoT edge computing solutions for retail, aligning both companies' focus on delivering high-performance data solutions. Polarized by rapid technological advancements, the retail sector's demand for edge computing is reflected in an increase in market valuations, showcasing a progressive shift towards integrated IT and telecommunications strategies. Overall, investment in edge computing has risen markedly, indicating a transformative period for the US Retail sector, with innovations and collaborations shaping the market landscape significantly. ## Report Scope | MARKET SIZE 2024 | 1552.64(USD Million) | | --- | --- | | MARKET SIZE 2025 | 1874.03(USD Million) | | MARKET SIZE 2035 | 12298.51(USD Million) | | COMPOUND ANNUAL GROWTH RATE (CAGR) | 20.7% (2025 - 2035) | | REPORT COVERAGE | Revenue Forecast, Competitive Landscape, Growth Factors, and Trends | | BASE YEAR | 2024 | | Market Forecast Period | 2025 - 2035 | | Historical Data | 2019 - 2024 | | Market Forecast Units | USD Million | | Key Companies Profiled | Amazon (US), Microsoft (US), IBM (US), Google (US), Oracle (US), Cisco (US), Hewlett Packard Enterprise (US), Dell Technologies (US) | | Segments Covered | Component, Application, Organization Size | | Key Market Opportunities | Integration of artificial intelligence and real-time analytics in the retail edge-computing market. | | Key Market Dynamics | Growing demand for real-time data processing drives innovation in the retail edge-computing market. | | Countries Covered | US | ## Frequently Asked Questions **Q: What is the current valuation of the US retail edge-computing market?** A: The market valuation was $1552.64 Million in 2024. **Q: What is the projected market size for the US retail edge-computing market by 2035?** A: The market is expected to reach $12298.51 Million by 2035. **Q: What is the expected CAGR for the US retail edge-computing market during the forecast period?** A: The expected CAGR is 20.7% from 2025 to 2035. **Q: Which companies are the key players in the US retail edge-computing market?** A: Key players include Amazon, Microsoft, IBM, Google, Oracle, Cisco, Hewlett Packard Enterprise, and Dell Technologies. **Q: What are the main components of the US retail edge-computing market?** A: The main components are Hardware ($600.79 Million), Software ($500.0 Million), and Services ($451.85 Million). **Q: What applications are driving growth in the US retail edge-computing market?** A: Key applications include Content Delivery ($300.0 Million), Industrial IoT ($250.0 Million), and Remote Monitoring ($200.0 Million). **Q: How does the market size differ between large enterprises and SMEs?** A: Large enterprises accounted for $1240.0 Million, while SMEs represented $312.64 Million. **Q: What is the expected growth trajectory for the hardware segment in the US retail edge-computing market?** A: The hardware segment is projected to grow from $600.79 Million to $4800.0 Million by 2035. **Q: What role does augmented reality (AR) play in the US retail edge-computing market?** A: Augmented reality is expected to grow from $200.0 Million to $1500.0 Million by 2035. **Q: What is the significance of remote monitoring in the US retail edge-computing market?** A: Remote monitoring is projected to increase from $200.0 Million to $1500.0 Million by 2035. --- *This Markdown endpoint is provided for AI systems and LLM crawlers. 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