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市場調查報告書
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1848588

零售物聯網市場按組件、應用、最終用戶和部署類型分類－2025-2032年全球預測

Internet Of Things in Retail Market by Component, Application, End User, Deployment Type - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 191 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，零售業物聯網市場規模將達到 5,876.3 億美元，複合年成長率為 27.79%。

主要市場統計數據
基準年 2024 826億美元
預計年份：2025年 1060.6億美元
預測年份：2032年 5876.3億美元
複合年成長率 (%) 27.79%

互聯感測器、邊緣智慧和雲端平台如何重新定義現代零售環境中的客戶體驗和營運效率

物聯網 (IoT) 正在重塑客戶格局，它將實體店營運與數位智慧相結合，使零售商能夠提供更個人化的客戶體驗、最佳化庫存流動並加強防損。本文探討了連網設備、感測器網路和即時分析如何整合到可操作的架構中，從而支援營運彈性、全通路體驗和可衡量的業務成果。隨著零售商面臨利潤壓力和不斷變化的消費者期望，物聯網解決方案正逐漸成為競爭差異化的基石，而非實驗性的附加元件。

事實上，硬體、軟體和服務的整合正在催生出各種各樣的零售應用場景，從銷售點的客戶參與到自動化倉庫編配，無所不包。邊緣運算和輕量級分析技術使得資料處理能夠更靠近感測器和設備，從而降低延遲，並為關鍵的店內決策提供支援。同時，雲端平台提供可擴展的後端功能、安全的設備管理以及與現有企業系統的整合。這些功能的結合使零售商能夠在提升客戶經驗和提高供應鏈效率之間取得平衡。

此次應用也凸顯了物聯網在零售業的商業性和組織層面的影響。成功應用物聯網需要跨職能的管治、與收入和成本連結的明確關鍵績效指標 (KPI)，以及能夠提供互通組件的供應商生態系統。在接下來的章節中，我們將更詳細地分析這些動態，檢驗產業格局的結構性變化、關稅等監管阻力、市場細分洞察、區域差異化因素、供應商策略，並為正在評估或擴展物聯網舉措的領導者提供切實可行的建議。

為了加速物聯網在零售營運和體驗領域的大規模應用，需要新的混合架構、基於結果的商業模式和管治。

零售業正經歷變革時期，其驅動力包括物聯網技術的成熟、消費者期望的不斷變化以及建立高效且具有韌性的營運體系的需求。首先，隨著零售商採用感測器賦能的商店、數位電子看板和行動整合技術，提供即時個人化服務和流暢的購買管道，顧客體驗正變得高度情境化。這種面向消費者的變革與營運轉型同步進行，庫存可視性和自動補貨功能減少了履約速度。

其次，底層技術堆疊正向混合架構轉變，將本地邊緣處理（用於延遲敏感型任務）與雲端基礎的分析和編配（用於可擴展性和長期洞察生成）相結合。因此，投資正從孤立的先導計畫轉向強調互通性、安全性和生命週期管理的整合平台。第三，傳統硬體製造商正與軟體和服務供應商合作，夥伴關係功能整合的供應商生態系統，從而提供零售商更易於部署和支援的端到端解決方案。

第四，圍繞資料隱私和網路安全的監管和合規性考量正在影響部署模式，促使零售商採用更嚴格的加密標準、設備認證通訊協定和資料管治框架。最後，經營模式也在不斷演變。零售商和供應商正在嘗試「即服務」採購模式、分析訂閱定價模式以及基本契約，將供應商的報酬與收入轉換率、損耗減少和勞動效率的可衡量提升掛鉤。這些轉變共同創造了一種環境，在這種環境中，策略協同、技術管治和供應商編配將決定物聯網部署的成敗。

2025年，關稅主導的成本壓力和供應鏈重組將如何重塑籌資策略並加速零售物聯網部署的供應商多元化

美國關稅的累積影響將持續到2025年，為零售物聯網價值鏈帶來了一系列挑戰，並促使企業採取相應的適應性措施。這些關稅措施提高了某些進口硬體組件（例如感測器、無線射頻識別模組和連接閘道器）的到岸成本，從而影響了採購決策和供應商選擇。許多零售商和系統整合商已透過以下方式應對：實現供應商組合多元化，尋找免稅地區的替代製造商，並重新談判長期供應合約以降低成本波動。

此外，關稅正在促使人們重新審視材料清單工程和整體擁有成本模型。設備製造商正在評估組件替代品、組裝和成本驅動型設計，以在保持功能性能的同時保護淨利率。這些技術調整通常與軟體差異化的策略推進一致，強調韌體、分析和託管服務等利潤率更高且受進口關稅影響較小的元件。

從部署角度來看，關稅正在加速企業對以雲端為中心和訂閱模式的興趣，這些模式可以減少與實體硬體相關的領先資本支出。企業也正在利用更長的更新周期和設備維修計劃，將關稅相關成本的影響分攤到更長的時間內。在政策層面，零售商和產業協會正在加強遊說力度，以明確現代物聯網硬體的關稅分類，並尋求關鍵基礎設施所需組件的豁免。因此，關稅壓力正在重塑供應商關係、採購框架和產品藍圖，從而提高零售物聯網生態系統的韌性和供應鏈透明度。

透過對組件、應用、最終用戶和安裝基礎的細分，揭示了零售物聯網生態系統中不同的採用管道和採用權衡。

細分市場分析揭示了每個組件、用例、最終用戶類型和部署模式的不同機會和採用模式，每種情況都需要量身定做的商業性和技術策略。組件包括硬體、服務和軟體。硬體投資主要集中在感測器、閘道器和邊緣設備上，用於收集和傳輸資料。服務包括整合、諮詢、支援和維護，這些對於部署到運作並維持運作效能至關重要。軟體分為分析層、應用層、平台層。分析層為決策提供洞察，應用層提供特定的零售功能，例如POS增強和勞動力管理，而平台層功能則支援設備管理、身份驗證服務以及與企業系統的整合。

基於應用的細分揭示了零售商在物聯網投資方面的投入方向。客戶參與應用案例包括信標、數位電子看板和行動應用，旨在打造個人化的店內互動並實現可衡量的行銷效果。庫存管理涵蓋條碼系統、RFID 系統和基於感測器的系統，這些系統共同作用，減少損耗並實現近乎即時的庫存可見性。安全和防損措施涵蓋門禁控制和視訊監控，兼具阻礙力和調查功能。智慧貨架創新利用 RFID 貨架和以重量為準的解決方案，支援精準的貨架陳列圖執行和自動化結帳。供應鏈管理包括運輸監控和倉庫自動化，從而提高可追溯性、減少運輸損耗並加快訂單履行速度。

終端用戶細分導致大賣場/超級市場、網路零售業和專賣零售商的採用趨勢各不相同。大賣場/超級市場通常優先考慮大規模庫存系統和客戶吞吐量，而線上零售商則專注於倉庫自動化和運輸監控以支援快速履約，專賣零售商則專注於客戶參與解決方案和智慧貨架以提升店內體驗。我們對部署類型的分析區分了雲端和本地部署策略，雲端產品進一步細分為私有雲端雲和公共雲端選項。這些部署選擇反映了可擴展性、控制、延遲和合規性之間的權衡，並影響供應商選擇、整合計劃和全生命週期支援模式。

比較美洲、歐洲、中東和非洲以及亞太地區的區域動態，揭示其在招募模式、合規需求和市場策略方面的差異。

區域動態會影響技術採用週期、採購行為和法律規範，因此，對於在多個地區營運的公司而言，了解這些細微差別至關重要。美洲的特點是：面向客戶的技術快速普及、行動和忠誠度生態系統高度整合，以及專注於倉庫自動化以支援電子商務履約的投資。資本密集且競爭激烈的零售環境正在推動企業嘗試使用感測器、智慧貨架和高級履約來提高轉換率並減少損耗。

在歐洲、中東和非洲地區（EMEA），法律規範和資料隱私規範正在影響部署架構的選擇。對於敏感應用，本地部署和私有雲端選項通常是首選；而高度城市化的市場則更傾向於採用先進的客戶參與和庫存最佳化等應用場景。能源效率和永續性在許多EMEA市場中日益受到重視，推動著能夠減少廢棄物和提高物流效率的部署方案。同時，不同司法管轄區的法規各不相同，因此需要圍繞跨境資料流和設備認證進行周密的規劃。

亞太地區已開發經濟體正朝著高度整合的全通路體驗和大規模倉儲機器人部署方向發展，而新興市場則利用物聯網技術跨越傳統基礎設施，專注於經濟實惠的感測器解決方案和以行動端為中心的客戶參與。該全部區域高行動普及率和密集的城市中心為基於信標的行銷、行動主導的店內互動以及庫存可視化解決方案的快速發展創造了有利條件。綜上所述，這些區域差異凸顯了靈活的產品架構、在地化的合作夥伴網路以及合規性部署策略的必要性。

以模組化硬體、開放平台和託管服務為核心的供應商策略如何塑造零售物聯網領域的競爭差異化和實際應用管道？

零售物聯網領域的主要企業正透過產品創新、平台整合和服務拓展相結合的方式，確保與客戶建立長期合作關係。領先的設備製造商專注於模組化硬體架構和全面的生命週期支持，以降低整體擁有成本並簡化現場維護。同時，軟體平台供應商優先考慮開放的API、強大的裝置管理功能以及與常用零售系統（如庫存管理和POS軟體）的預先建置連接器，從而加快整合商和零售IT團隊實現價值的速度。

系統整合商和顧問公司正在擴展其管理服務組合，提供超越初始實施的整合和諮詢服務，涵蓋持續最佳化和分析即服務 (AaaS)。這種轉變反映出人們認知到，要實現永續的業務成果，通常需要隨著庫存、商品行銷和客戶行為的變化，不斷調整規則引擎、重新訓練模型並更新整合。硬體供應商、軟體平台供應商和區域整合專家之間的夥伴關係與聯盟已十分普遍，這有助於提供捆綁式解決方案，從而減少零售客戶的採購摩擦。

競爭優勢正圍繞著四大支柱逐漸顯現：互通性、安全性、易於部署以及向門市營運和供應鏈團隊等關鍵相關人員展示投資回報率。能夠提供檢驗的參考架構、承包部署套件以及用於管理大規模部署的專業服務的供應商，在贏得企業合約方面具有優勢。最後，企業越來越重視針對食品雜貨、時尚和專賣零售等垂直行業需求量身定做的解決方案，因為他們意識到，行業特定的工作流程和監管因素將影響採購決策。

切實可行的管治、採購和部署策略，幫助領導者將物聯網試點專案轉化為安全、可擴展且以結果為導向的零售營運。

產業領導者若想從物聯網投資中獲得策略價值，必須選擇能夠與可衡量的業務和客戶成果相契合的技術，同時保持靈活性，以便隨著生態系統的演變進行調整。首先，高階主管必須建立跨職能的管治，將商品行銷、營運、IT 和安全團隊團結起來，圍繞著清晰的關鍵績效指標 (KPI) 開展工作，將物聯網舉措與收入成長、成本降低或客戶體驗提升掛鉤。此管治應涵蓋供應商績效指標、資料品質標準以及設備更新和韌體管理的生命週期計劃。

其次，籌資策略應優先考慮互通性和標準合規性，以避免供應商鎖定並實現解決方案的模組化演進。合約應包含軟體可攜性、安全性更新以及透明的事件回應升級路徑等條款。第三，領導者應採用混合部署架構，將邊緣處理用於延遲敏感型任務，將雲端原生分析用於長期模式檢測，從而在效能需求、可擴展性和成本之間取得平衡。

第四，我們投資員工發展，賦能門市員工和IT運維團隊，使其能夠操作、排除故障並從物聯網系統中挖掘價值。訓練計畫和操作手冊可減少停機時間並加速系統部署。第五，我們將資料管治和隱私設計原則融入所有實施方案，應用符合當地法規的加密、存取控制和使用者許可機制。最後，我們採取從試點到規模化的循序漸進的方式，嚴格衡量早期部署，總結經驗教訓，並利用成功標準指導向更多門市和地區的推廣。這些切實可行的步驟有助於彌合概念驗證和企業級部署之間的差距。

結合專家訪談、技術審查和用例檢驗的嚴謹混合方法研究框架，為零售物聯網提供了可操作的見解和最佳實踐。

本分析的調查方法結合了定性和定量方法，旨在全面了解技術、商業和監管動態。主要研究包括對零售主管、IT決策者、系統整合商和設備製造商進行結構化訪談，以了解實際實施過程中遇到的挑戰、採購標準和營運結果。此外，專家小組的評審也補充了這些訪談，以檢驗主題發現，並為供應商策略和部署模式提供方向性見解。

我們的輔助研究包括技術文件、產品白皮書、監管指南和行業出版物，並將主要研究結果與已記錄的技術能力和合規性要求進行比對。調查方法強調三角驗證，即從多個獨立資訊來源檢驗研究結果，以減少偏差並提高結論的可靠性。我們分析了具有代表性的部署案例，以提取可復現的最佳實踐，並重點介紹常見的故障模式，例如變更管理不善和低估整合複雜性。

資料品管包括將訪談內容與已發佈的產品規格和供應商文件進行交叉檢驗，以及進行匿名基準化分析，以確定不同部署環境下的一致性能指標。為確保範圍透明，我們清楚記錄了限制和假設，並根據部署規模、垂直細分市場和區域監管環境調整建議。

策略整合強調管治、混合架構和供應鏈韌性是實現物聯網在永續零售領域價值的必要條件。

總之，對於希望實現營運現代化、改善客戶體驗並建立彈性供應鏈的零售商而言，物聯網是一項策略賦能工具。當企業將模組化硬體、可互通的軟體平台以及能夠應對實施過程中技術和組織挑戰的專業服務相結合時，這項技術的價值才能得以充分發揮。那些致力於建立清晰管治、優先考慮資料安全並採用混合部署架構的領導者，將更有能力將試點專案轉化為能夠帶來可衡量業務成果的企業級系統。

關稅相關的不利因素將持續到2025年，這影響了籌資策略，並加速了對供應鏈韌性的關注，同時也促進了設計創新和能夠降低成本風險的商業模式的出現。區域差異凸顯了製定針對特定區域的打入市場策略以及注重合規性、符合資料隱私和商業實踐的實施方案的必要性。最終，通往成功的道路需要一種平衡的方法，將技術選擇與人員和流程變革相結合，並將物聯網舉措與永續和策略重點保持一致。

隨著零售商加大對物聯網的投資，他們可能會更加重視支援全通路商務、自動化訂單履約和即時營運管理的整合能力。那些能夠將嚴謹的計劃管治、供應商編配和持續的績效評估相結合的企業，將更有能力獲取最大價值，並在日益互聯的零售生態系統中保持持久的競爭優勢。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 智慧貨架感測器的引入旨在最佳化店內庫存追蹤並減少缺貨情況。
  • 透過連網裝置和信標部署人工智慧驅動的個人化購物體驗
  • 將物聯網賦能的預測性維護整合到零售設備中，以最大限度地減少停機時間和成本。
  • 利用RFID和物聯網實現無縫全通路履約和即時訂單可見性
  • 在門市部署邊緣運算技術，以在本地處理感測器資料並增強客戶隱私
  • 智慧鏡子與擴增實境結合物聯網感測器，打造互動式試衣體驗
  • 將基於信標的近場行銷與物聯網分析結合，實現超精準推廣
  • 在食品低溫運輸管理中實施基於物聯網的溫度和濕度監測

第6章美國關稅的累積影響，2025年

第7章 人工智慧的累積影響，2025年

8. 物聯網在零售市場中的應用（依組件分類）

  • 硬體
  • 服務
    • 整合與諮詢
    • 支援與維護
  • 軟體
    • 分析
    • 應用
    • 平台

9. 物聯網在零售市場的應用

  • 客戶參與
    • 信標
    • 數位電子看板
    • 行動應用
  • 庫存管理
    • 條碼系統
    • 射頻識別系統
    • 基於感測器的系統
  • 安全與損失預防
    • 存取控制
    • 視訊監控
  • 智慧貨架
    • 具備RFID功能的貨架
    • 重型貨架
  • 供應鏈管理
    • 運輸監測
    • 倉庫自動化

第10章 零售市場中的物聯網（最終用戶觀點）

  • 大賣場/超級市場
  • 線上零售
  • 專業零售商

第11章 零售市場中的物聯網部署類型

  • 雲
    • 私有雲端
    • 公共雲端
  • 本地部署

第12章 各地區零售市場的物聯網

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第13章 物聯網在零售市場中的應用（按組別分類）

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第14章 各國零售市場物聯網發展現狀

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第15章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • Amazon Web Services, Inc.
    • Microsoft Corporation
    • International Business Machines Corporation
    • SAP SE
    • Oracle Corporation
    • Google LLC
    • Cisco Systems, Inc.
    • PTC Inc.
    • Software AG
    • Hitachi, Ltd.
Product Code: MRR-B973EDD5E66F

The Internet Of Things in Retail Market is projected to grow by USD 587.63 billion at a CAGR of 27.79% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 82.60 billion
Estimated Year [2025] USD 106.06 billion
Forecast Year [2032] USD 587.63 billion
CAGR (%) 27.79%

How interconnected sensors, edge intelligence, and cloud platforms are redefining customer experience and operational efficiency across modern retail environments

The Internet of Things (IoT) is reshaping the retail landscape by bridging physical store operations with digital intelligence, enabling retailers to deliver more personalized customer journeys, optimize inventory flow, and strengthen loss prevention practices. This introduction frames how interconnected devices, sensor networks, and real-time analytics are coalescing into a practical architecture that supports operational resilience, omnichannel experiences, and measurable business outcomes. As retailers confront margin pressures and shifting consumer expectations, IoT solutions are becoming foundational to competitive differentiation rather than experimental add-ons.

In practice, the convergence of hardware, software, and services enables a diverse set of retail use cases that extend from customer engagement at the point of sale to automated warehouse orchestration. Edge computing and lightweight analytics are allowing data to be processed nearer to sensors and devices, reducing latency and enabling critical decisioning in-store. Meanwhile, cloud-enabled platforms are providing scalable back-end functions, secure device management, and integration with existing enterprise systems. Taken together, these capabilities are enabling retailers to balance customer experience investments with improvements in supply chain efficiency.

This introduction also underscores the commercial and organizational implications of adopting IoT in retail. Successful deployments require cross-functional governance, clear KPIs tied to revenue or cost outcomes, and vendor ecosystems that can deliver interoperable components. Subsequent sections unpack these dynamics in greater detail, examining structural shifts in the landscape, regulatory headwinds such as tariffs, segmentation insights, regional differentiators, vendor strategies, and practical recommendations for leaders evaluating or expanding IoT initiatives.

Emerging hybrid architectures, outcome-based commercial models, and governance imperatives that are accelerating large-scale IoT adoption across retail operations and experiences

The retail landscape is undergoing transformative shifts driven by the maturation of IoT technologies, evolving consumer expectations, and the imperative to create cost-efficient, resilient operations. First, customer experience is becoming hyper-contextualized as retailers deploy sensor-enabled storefronts, digital signage, and mobile integrations that deliver in-the-moment personalization and frictionless purchasing paths. This consumer-facing evolution is occurring in parallel with operational transformations, where inventory visibility and automated replenishment reduce out-of-stocks and improve fulfillment velocity.

Second, the underlying technology stack is shifting toward hybrid architectures that combine on-premise edge processing for latency-sensitive tasks with cloud-based analytics and orchestration for scalability and long-term insight generation. As a result, investments are moving from isolated pilot projects to integrated platforms that emphasize interoperability, security, and lifecycle management. Third, the vendor ecosystem is consolidating functionally as traditional hardware manufacturers form partnerships with software and service providers, enabling end-to-end solutions that are easier for retailers to adopt and support.

Fourth, regulatory and compliance considerations around data privacy and cybersecurity are shaping implementation models, prompting retailers to adopt stricter encryption standards, device authentication protocols, and data governance frameworks. Finally, business models are evolving: retailers and suppliers are experimenting with as-a-service procurement models, subscription pricing for analytics, and outcome-based contracting that ties vendor compensation to measurable improvements in sales conversion, shrink reduction, or labor efficiency. Together, these shifts create an environment where strategic alignment, technical governance, and vendor orchestration determine the success of IoT deployments.

How tariff-driven cost pressures and supply chain reengineering through 2025 reshaped procurement strategies and accelerated supplier diversification for retail IoT deployments

The cumulative impact of United States tariffs implemented through 2025 has introduced a set of challenges and adaptive behaviors for the retail IoT value chain. Tariff policies have increased landed costs for certain imported hardware components such as sensors, radio-frequency identification modules, and connectivity gateways, which in turn has influenced procurement decisions and supplier selection. Many retailers and systems integrators have responded by diversifying supplier portfolios, qualifying alternative manufacturers in tariff-exempt jurisdictions, and renegotiating long-term supply agreements to mitigate cost volatility.

Furthermore, tariffs have prompted a re-examination of bill-of-materials engineering and total cost of ownership models. Device manufacturers are increasingly evaluating component substitutions, localization of assembly, and design-for-cost initiatives to preserve margins while maintaining functional performance. This technical adaptation often coincides with a strategic push toward software-enabled differentiation, where firms emphasize firmware, analytics, and managed services as higher-margin elements less exposed to import duties.

From a deployment perspective, tariffs have accelerated interest in cloud-centric and subscription-based models that reduce upfront capital expenditures associated with physical hardware. Organizations are also leveraging longer refresh cycles and device refurbishment programs to spread tariff-related cost impacts over time. On the policy front, retailers and industry associations have intensified advocacy efforts to clarify tariff classifications for modern IoT hardware and to seek exemptions for components that are essential to critical infrastructure. Consequently, tariff pressures have reshaped supplier relationships, procurement frameworks, and product roadmaps, encouraging greater resilience and supply chain transparency across the retail IoT ecosystem.

Component, application, end-user, and deployment-based segmentation revealing differentiated adoption pathways and implementation trade-offs across the retail IoT ecosystem

Segment-level analysis reveals distinct opportunity and adoption patterns across components, applications, end-user types, and deployment models, each requiring tailored commercial and technical strategies. When examined by component, the landscape is comprised of hardware, services, and software. Hardware investments focus on sensors, gateways, and edge devices that collect and transmit data. Services encompass integration and consulting as well as support and maintenance, which are critical to ensuring deployments reach production and sustain operational performance. Software divides into analytics, application, and platform layers; analytics provide insights for decision-making, applications deliver specific retail functions such as point-of-sale enhancements or workforce management, and platform capabilities enable device management, identity services, and integration with enterprise systems.

Application-based segmentation highlights where retailers are directing IoT investments. Customer engagement use cases include beacons, digital signage, and mobile apps that create personalized in-store interactions and measurable marketing lifts. Inventory management covers barcode systems, RFID systems, and sensor-based systems that together aim to reduce shrink and enable near-real-time stock visibility. Security and loss prevention span access control and video surveillance, delivering both deterrence and investigative functionality. Smart shelf innovations leverage RFID-enabled shelving and weight-based solutions to support accurate planogram compliance and automated checkout. Supply chain management includes transport monitoring and warehouse automation, which together improve traceability, reduce transit losses, and speed order fulfillment.

End-user segmentation differentiates adoption dynamics among hypermarkets and supermarkets, online retail operations, and specialty retail stores. Hypermarkets and supermarkets often prioritize large-scale inventory systems and customer throughput, online retailers emphasize warehouse automation and transport monitoring to support rapid fulfillment, and specialty retail stores focus on customer engagement solutions and smart shelving to enhance the in-store experience. Deployment type analysis separates cloud and on-premise strategies, with cloud offerings further distinguished between private cloud and public cloud options. These deployment choices reflect trade-offs between scalability, control, latency, and regulatory compliance, and they influence vendor selection, integration timelines, and total lifecycle support models.

Comparative regional dynamics across the Americas, Europe Middle East Africa, and Asia-Pacific that drive divergent adoption models, compliance needs, and go-to-market strategies

Regional dynamics influence technology adoption cycles, procurement behaviors, and regulatory oversight, and understanding these nuances is essential for companies that operate across multiple geographies. In the Americas, investments are characterized by rapid adoption of customer-facing technologies, strong integration of mobile and loyalty ecosystems, and an emphasis on warehouse automation to support e-commerce fulfillment. Capital intensity and a competitive retail environment are driving experimentation with sensors, smart shelving, and advanced analytics to improve conversion and reduce shrink.

In Europe, the Middle East and Africa region, regulatory frameworks and data privacy norms shape deployment architecture choices, often favoring on-premise or private cloud options for sensitive applications, while advanced urban markets pursue sophisticated customer engagement and inventory optimization use cases. In many EMEA markets, energy efficiency and sustainability considerations are increasingly important, prompting deployments that can demonstrate reductions in waste or improvements in logistics efficiency. Meanwhile, regulatory divergence across jurisdictions requires careful planning for cross-border data flows and device certification.

Asia-Pacific demonstrates a spectrum of adoption behaviors: advanced economies in the region are implementing highly integrated omnichannel experiences and large-scale warehouse robotics, whereas emerging markets are using IoT to leapfrog legacy infrastructure, focusing on affordable sensor solutions and mobile-centric customer engagement. Across the region, high mobile penetration and dense urban centers create fertile ground for beacon-based marketing, mobile-driven in-store interactions, and rapid scaling of inventory visibility solutions. Taken together, these regional variations underscore the need for flexible product architectures, localized partner networks, and compliance-aware deployment strategies.

How vendor strategies centered on modular hardware, open platforms, and managed services are shaping competitive differentiation and practical adoption pathways in retail IoT

Key companies operating in the retail IoT space are deploying a mix of product innovation, platform integration, and services expansion to secure long-term customer relationships. Leading device manufacturers are focusing on modular hardware architectures and extended lifecycle support to reduce total cost of ownership and simplify field maintenance. At the same time, firms providing software platforms are emphasizing open APIs, robust device management, and prebuilt connectors to popular retail systems such as inventory and POS software, enabling faster time-to-value for integrators and retail IT teams.

Systems integrators and consulting firms are expanding managed services portfolios, offering integration and consulting engagements that move beyond initial deployment into ongoing optimization and analytics-as-a-service. This shift reflects a recognition that delivering sustained business outcomes often requires continuous tuning of rules engines, retraining models, and updating integrations as inventory, merchandising, and customer behavior evolve. Partnerships and alliances between hardware vendors, software platform providers, and regional integration specialists are common, facilitating bundled solutions that lower procurement friction for retail customers.

Competitive differentiation is emerging around four pillars: interoperability, security, ease of deployment, and demonstrable ROI for key stakeholder groups such as store operations and supply chain teams. Vendors that can provide validated reference architectures, turnkey deployment kits, and professional services to manage rollouts at scale are better positioned to win enterprise engagements. Finally, an increasing number of companies are exploring vertical-focused solutions tailored to grocery, fashion, or specialty retail requirements, acknowledging that domain-specific workflows and regulatory considerations drive purchase decisions.

Practical governance, procurement, and deployment tactics that enable leaders to translate IoT pilots into secure, scalable, and outcome-focused retail operations

Industry leaders seeking to extract strategic value from IoT investments must align technology choices with measurable operational and customer outcomes, while maintaining flexibility to adapt as the ecosystem evolves. First, executives should establish cross-functional governance that unites merchandising, operations, IT, and security teams under clear KPIs that map IoT initiatives to revenue uplift, cost reductions, or customer experience improvements. This governance should include vendor performance metrics, data quality standards, and a lifecycle plan for device refresh and firmware management.

Second, procurement strategies should prioritize interoperability and standards compliance to avoid vendor lock-in and to enable modular evolution of solutions. Contracts should include provisions for software portability, security updates, and transparent escalation paths for incident response. Third, leaders should adopt hybrid deployment architectures that combine edge processing for latency-sensitive tasks with cloud-native analytics for long-term pattern detection, thereby balancing performance requirements with scalability and cost considerations.

Fourth, invest in workforce capability building, ensuring store-level staff and IT operations teams can operate, troubleshoot, and extract value from IoT systems. Training programs and playbooks reduce downtime and accelerate adoption. Fifth, incorporate data governance and privacy-by-design principles into every implementation, applying encryption, access controls, and consent mechanisms aligned with regional regulations. Finally, pursue pilot-to-scale pathways where early deployments are rigorously measured, learnings are codified, and success criteria are used to inform rollouts across additional stores or geographies. These pragmatic steps help bridge the gap between proof-of-concept and enterprise-grade deployment.

A rigorous mixed-methods research framework combining expert interviews, technical review, and case study validation to derive actionable insights and best practices for retail IoT

The research methodology underpinning this analysis combined qualitative and quantitative approaches to ensure a comprehensive understanding of technology, commercial, and regulatory dynamics. Primary research included structured interviews with retail executives, IT decision-makers, systems integrators, and device manufacturers to capture real-world implementation challenges, procurement criteria, and operational outcomes. These conversations were complemented by expert panel reviews that validated thematic findings and provided directional insights into vendor strategies and deployment patterns.

Secondary research involved a review of technical documentation, product whitepapers, regulatory guidance, and industry publications to contextualize primary findings within documented technology capabilities and compliance requirements. The methodology emphasized triangulation: validating insights through multiple independent sources to reduce bias and improve confidence in conclusions. Case studies of representative deployments were analyzed to extract repeatable best practices and to highlight common failure modes, such as insufficient change management or underestimating integration complexity.

Data quality controls included cross-verification of interview assertions against published product specifications and vendor documentation, as well as anonymized benchmarking exercises to identify consistent performance indicators across deployments. Limitations and assumptions were documented explicitly to ensure transparency around the scope of inquiry, and recommendations were framed to be adaptable across deployment sizes, vertical subsegments, and regional regulatory contexts.

Strategic synthesis emphasizing governance, hybrid architecture, and supply chain resilience as essential conditions for sustainable retail IoT value realization

In conclusion, IoT is a strategic enabler for retailers seeking to modernize operations, elevate customer experiences, and build resilient supply chains. The technology's value is realized when organizations combine modular hardware, interoperable software platforms, and professional services that together address both the technical and organizational challenges of deployment. Leaders who invest in clear governance, prioritize data security, and adopt hybrid deployment architectures will be better positioned to convert pilots into enterprise-grade systems that deliver measurable business outcomes.

Tariff-related headwinds through 2025 have influenced procurement strategies and accelerated a focus on supply chain resilience, but they have also catalyzed design innovations and commercial models that mitigate cost exposure. Regional differences underscore the need for localized go-to-market strategies and compliance-aware implementations that align with data privacy and operational norms. Ultimately, the path to success requires a balanced approach that integrates technology choices with people and process changes, ensuring that IoT initiatives are both sustainable and directly tied to strategic priorities.

As retailers scale IoT investments, the emphasis will likely move from standalone features to integrated capabilities that support omnichannel commerce, automated fulfillment, and real-time operational control. Organizations that combine disciplined project governance, vendor orchestration, and continuous performance measurement will capture the most value and maintain a durable competitive advantage in an increasingly connected retail ecosystem.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Implementation of smart shelf sensors to optimize in-store inventory tracking and reduce stockouts
  • 5.2. Deployment of AI-driven personalized shopping experiences through connected devices and beacons
  • 5.3. Integration of IoT-enabled predictive maintenance for retail equipment to minimize downtime and costs
  • 5.4. Use of RFID and IoT to create seamless omnichannel fulfillment and real-time order visibility
  • 5.5. Adoption of edge computing in stores to process sensor data locally and enhance customer privacy
  • 5.6. Utilization of smart mirrors and augmented reality driven by IoT sensors for interactive try-on experiences
  • 5.7. Leveraging beacon-based proximity marketing combined with IoT analytics for hyper-targeted promotions
  • 5.8. Implementation of IoT-enabled temperature and humidity monitoring for cold chain management in groceries

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Internet Of Things in Retail Market, by Component

  • 8.1. Hardware
  • 8.2. Services
    • 8.2.1. Integration And Consulting
    • 8.2.2. Support And Maintenance
  • 8.3. Software
    • 8.3.1. Analytics
    • 8.3.2. Application
    • 8.3.3. Platform

9. Internet Of Things in Retail Market, by Application

  • 9.1. Customer Engagement
    • 9.1.1. Beacon
    • 9.1.2. Digital Signage
    • 9.1.3. Mobile Apps
  • 9.2. Inventory Management
    • 9.2.1. Barcode Systems
    • 9.2.2. RFID Systems
    • 9.2.3. Sensor-Based Systems
  • 9.3. Security And Loss Prevention
    • 9.3.1. Access Control
    • 9.3.2. Video Surveillance
  • 9.4. Smart Shelf
    • 9.4.1. RFID-Enabled Shelf
    • 9.4.2. Weight-Based Shelf
  • 9.5. Supply Chain Management
    • 9.5.1. Transport Monitoring
    • 9.5.2. Warehouse Automation

10. Internet Of Things in Retail Market, by End User

  • 10.1. Hypermarket/Supermarket
  • 10.2. Online Retail
  • 10.3. Specialty Retail Store

11. Internet Of Things in Retail Market, by Deployment Type

  • 11.1. Cloud
    • 11.1.1. Private Cloud
    • 11.1.2. Public Cloud
  • 11.2. On-Premise

12. Internet Of Things in Retail Market, by Region

  • 12.1. Americas
    • 12.1.1. North America
    • 12.1.2. Latin America
  • 12.2. Europe, Middle East & Africa
    • 12.2.1. Europe
    • 12.2.2. Middle East
    • 12.2.3. Africa
  • 12.3. Asia-Pacific

13. Internet Of Things in Retail Market, by Group

  • 13.1. ASEAN
  • 13.2. GCC
  • 13.3. European Union
  • 13.4. BRICS
  • 13.5. G7
  • 13.6. NATO

14. Internet Of Things in Retail Market, by Country

  • 14.1. United States
  • 14.2. Canada
  • 14.3. Mexico
  • 14.4. Brazil
  • 14.5. United Kingdom
  • 14.6. Germany
  • 14.7. France
  • 14.8. Russia
  • 14.9. Italy
  • 14.10. Spain
  • 14.11. China
  • 14.12. India
  • 14.13. Japan
  • 14.14. Australia
  • 14.15. South Korea

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. Amazon Web Services, Inc.
    • 15.3.2. Microsoft Corporation
    • 15.3.3. International Business Machines Corporation
    • 15.3.4. SAP SE
    • 15.3.5. Oracle Corporation
    • 15.3.6. Google LLC
    • 15.3.7. Cisco Systems, Inc.
    • 15.3.8. PTC Inc.
    • 15.3.9. Software AG
    • 15.3.10. Hitachi, Ltd.

LIST OF FIGURES

  • FIGURE 1. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 11. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. EUROPE, MIDDLE EAST & AFRICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. EUROPE INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. MIDDLE EAST INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. AFRICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASEAN INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GCC INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. EUROPEAN UNION INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. BRICS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. G7 INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. NATO INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. INTERNET OF THINGS IN RETAIL MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 28. INTERNET OF THINGS IN RETAIL MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. INTERNET OF THINGS IN RETAIL MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INTEGRATION AND CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PLATFORM, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BEACON, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DIGITAL SIGNAGE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY MOBILE APPS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY BARCODE SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SENSOR-BASED SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ACCESS CONTROL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY VIDEO SURVEILLANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY RFID-ENABLED SHELF, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WEIGHT-BASED SHELF, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY TRANSPORT MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY WAREHOUSE AUTOMATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY HYPERMARKET/SUPERMARKET, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SPECIALTY RETAIL STORE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY ON-PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL INTERNET OF THINGS IN RETAIL MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 223. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 224. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 225. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 226. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 227. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 228. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 229. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 230. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 231. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 232. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 233. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 234. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 235. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 236. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 237. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2018-2024 (USD MILLION)
  • TABLE 238. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2025-2032 (USD MILLION)
  • TABLE 239. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2018-2024 (USD MILLION)
  • TABLE 240. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2025-2032 (USD MILLION)
  • TABLE 241. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 242. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 243. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 244. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 245. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2024 (USD MILLION)
  • TABLE 246. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2025-2032 (USD MILLION)
  • TABLE 247. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 248. AMERICAS INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 249. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 250. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 251. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 252. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 253. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 254. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 255. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 256. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 257. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 258. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 259. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 260. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 261. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 262. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 263. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2018-2024 (USD MILLION)
  • TABLE 264. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2025-2032 (USD MILLION)
  • TABLE 265. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2018-2024 (USD MILLION)
  • TABLE 266. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2025-2032 (USD MILLION)
  • TABLE 267. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 268. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 269. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 270. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 271. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2024 (USD MILLION)
  • TABLE 272. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY DEPLOYMENT TYPE, 2025-2032 (USD MILLION)
  • TABLE 273. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 274. NORTH AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 275. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 276. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 277. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 278. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 279. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 280. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 281. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 282. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 283. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 284. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 285. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 286. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY CUSTOMER ENGAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 287. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 288. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 289. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2018-2024 (USD MILLION)
  • TABLE 290. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SECURITY AND LOSS PREVENTION, 2025-2032 (USD MILLION)
  • TABLE 291. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2018-2024 (USD MILLION)
  • TABLE 292. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SMART SHELF, 2025-2032 (USD MILLION)
  • TABLE 293. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 294. LATIN AMERICA INTERNET OF THINGS IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 295. LATIN AMERICA INTERNET OF