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市場調查報告書
商品編碼
1308698

2030年智能貨架市場預測-按組件、組織規模、應用、最終用戶和地區進行的全球分析

Smart Shelves Market Forecasts to 2030 - Global Analysis By Component, Organization Size (Large Enterprises, Small & Medium-Sized Enterprises and Other Organization Sizes), Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3個工作天內

價格

根據 Stratistics MRC 的數據，2023 年全球智能貨架市場規模將達到 33.2 億美元，預測期內復合年增長率為 23.2%，預計到 2030 年將達到 143.3 億美元。

智能貨架涉及零售環境中使用的技術先進的貨架系統。 智能貨架融合了各種傳感器、物聯網 (IoT) 連接和數據分析功能，可將傳統商店貨架轉變為智能交互式顯示器。 這些貨架可以監控庫存水平、跟蹤產品移動並提供有關產品可用性和數量的實時數據。 智能貨架還可以收集有關客戶交互的數據，例如產品交互和購買模式，可以利用這些數據來推動洞察力和明智的業務決策，從而做出決策。

根據美國人口普查局的數據，2022年7月至9月，美國商業電子商務規模約為2660億美元，環比增長3%。

市場動態：

促進因素

增加物聯網和 RFID 等技術的使用

物聯網和 RFID 等智能技術正在推動智能貨架的採用。 RFID技術對於提升現代零售組織的競爭力變得越來越重要，導致智慧零售的出現和企業之間的激烈競爭。 不斷上升的勞動力成本和降低物流運營成本的需求正在推動當今零售行業快速部署 RFID 的需求。

抑制因素

與嵌入式數據標籤相關的隱私問題

隱私對消費者來說變得越來越重要，這反映在他們的購物方式中。 像沃爾瑪這樣的大公司在允許購物者從貨架上拿下商品時掃描商品的應用程序上失敗了。 客戶質疑產品標籤是否可能被濫用、洩露以及用於跟蹤客戶從零售店到他們家中的情況。 這表明公司未能公開他們的隱私預防措施。 隨著在線曝光率的增加，客戶越來越意識到自己的隱私，公司應該解決這個問題。

機會：

零售商需要在銷售點與客戶建立更緊密的聯繫。

為了在不斷變化的市場中競爭，各行業正在推動自動化、提高效率、降低成本並促進數據收集。 《現代零售》的一篇文章中報導的一項技術調查顯示，人們對使用此類技術的接受程度很高，75% 的決策者預測到2020 年將更多地採用更多技術和智能倉庫系統。 隨著智能貨架的引入，物聯網和人工智能可以幫助解決倉庫挑戰並跟蹤供應鏈上的貨物。 智能貨架是零售和履行行業中越來越受歡迎的一項技術。

威脅

客戶轉向在線零售商

電子商務平台正在吸引消費者的注意力。 2020年美國消費者的支出將超過8600億美元，比2019年增長44%。 除了發達國家之外，像尼日利亞這樣的發展中國家，其年輕人口迅速增長，互聯網普及率很高，也正在將技術進步融入他們的日常生活。 根據國際電信聯盟 (ITU) 的一份報告，撒哈拉以南非洲地區的互聯網接入率正在上升。 在南非，由於手機使用量的增加，51% 的人在網上購物。 在線零售的重大舉措目前是智能貨架市場的一個大問題，尤其是在新冠疫情期間的零售行業。

COVID-19 的影響：

COVID-19 疫情對市場產生了多方面的影響。 疫情造成的干擾，包括供應鏈挑戰和消費者需求波動，凸顯了高效庫存管理的重要性。 隨著零售商尋求降低庫存相關風險，這種流行病加速了智能貨架的採用。 此外，大流行的經濟影響使包括零售商在內的許多企業面臨預算限制。 財務問題迫使一些零售商推遲或縮減對智能貨架和其他技術解決方案的投資。

大型企業細分市場預計在預測期內規模最大：

由於需求不斷增長，大型企業領域佔據了最大的市場份額。 大型超市、倉庫等大型企業庫存量較大，因此越來越多地採用智能貨架來管理庫存。 需要注意的是，手動庫存管理是傳統的，僅適合小型零售商店（即小於500平方米）。 從規模上看，這個過程變得成本高昂、耗時且容易出現人為錯誤。 通過自動化貨架批發流程，零售商可以節省時間和金錢，提高運營效率，並緩解可怕的零售萎縮。

硬件領域將在預測期內實現最高的複合年增長率：

預計硬件領域在預測期內的複合年增長率最高。 這是由於不同設備和硬件的兼容性不斷增強，包括所有射頻 (RF) 設備、語言和移動網絡提供商。 微控制器還可以與硬件集成。 它還採用基於REST的設計，具有高度可擴展性和兼容性，兼容高頻（HF）和超高頻（UHF）以及最新技術，易於將數據添加到平台並銷售輕鬆鏈接到點-銷售(POS )、商店和倉庫企業資源規劃(ERP) 系統。

份額最大的地區

由於該地區國家主要市場參與者的活動增加，預計北美地區市場在預測期內將佔據全球智能貨架市場的最高份額。我在這裡。 例如，艾利丹尼森和 SAP 希望通過整合各自的分析產品組合來解決零售行業的浪費問題。 這將使超市更容易監控和管理產品有效期。 兩家公司已簽訂原始設備製造商 (OEM) 協議，將 SAP Analytics Cloud（SAP 業務技術平台的一個組件）與艾利丹尼森的 atma.io Connected Product Cloud 集成。

複合年增長率最高的地區：

由於該地區國家主要市場參與者的活動增加，預計亞太地區在預測期內將呈現最高增長率。 例如，在疫情期間，全球測量和數據分析公司尼爾森以及計算機視覺解決方案和零售分析領域的先驅 Trax 宣布改進其數據平台 Shelf Pulse。 在零售商需要更多幫助來應對 COVID-19 現實之際，該平台已成為零售商值得信賴的顧問，可推動品類持續增長和銷售，為 CPG 品牌提供關鍵的貨架洞察和分析。 因此，該地區主要市場參與者的活動增加，導致對智能貨架的需求增加。

主要進展：

2022 年 9 月，實體交易和電子貨架標籤數字技術的領導者 SES-imagotag 推出了零售物聯網操作系統 VUSION OS (V:OS)。 它是一種雲原生設備和傳感器管理解決方案，使零售商能夠將位置數字化，變得更加自動化和互聯，並利用實時洞察和數據。

2022 年 6 月，端到端 RFID 專業公司 SML RFID 將加入 RIELEC，RIELEC 是一家設計、製造和實施 RFID 系統以增強零售客戶供應鏈服務的技術公司。

2022 年5 月，艾利丹尼森公司宣布兩項重大投資，旨在擴大歐洲的製造能力和提高工廠效率，以滿足標籤和包裝材料不斷增長的需求。投資金額為4500 萬歐元（4821萬美元）。

報告內容

  • 區域和國家級細分市場的市場份額評估
  • 給新進入者的戰略建議
  • 涵蓋 2021 年、2022 年、2023 年、2026 年和 2030 年的市場數據
  • 市場趨勢（市場促進因素/抑制因素/機會/威脅/挑戰/投資機會/建議）
  • 根據市場預測提出關鍵業務領域的戰略建議
  • 繪製主要總體趨勢的競爭格局
  • 公司簡介，包括詳細的戰略、財務狀況和最新發展
  • 供應鏈趨勢映射最新技術趨勢

免費定制服務：

訂閱此報告的客戶將獲得以下免費自定義選項之一：

  • 公司簡介
    • 對其他市場參與者（最多 3 家公司）進行全面分析
    • 主要公司的SWOT分析（最多3家公司）
  • 區域細分
    • 根據客戶興趣對主要國家/地區的市場估計/預測/複合年增長率（注：基於可行性檢查）
  • 競爭基準測試
    • 根據產品組合、地域分佈和戰略聯盟對主要參與者進行基準測試

內容

第 1 章執行摘要

第 2 章前言

  • 概述
  • 利益相關者
  • 調查範圍
  • 調查方法
    • 數據挖掘
    • 數據分析
    • 數據驗證
    • 研究方法
  • 調查來源

第 3 章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 使用情況分析
  • 最終用戶分析
  • 新興市場
  • 新冠肺炎 (COVID-19) 的影響

第 4 章波特五力分析

  • 供應商的議價能力
  • 買家的議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間存在敵對關係

第 5 章全球智能貨架市場：按組成部分

  • 硬件
    • 相機
    • 物聯網傳感器
    • 射頻識別 (RDFI) 標籤和閱讀器
    • 數字顯示
    • 電子貨架標籤
  • 軟件和解決方案
  • 專業服務
    • 集成和部署
    • 諮詢
    • 支持和維護
  • 其他組件

第 6 章全球智能貨架市場：按組織規模劃分

  • 大企業
  • 中小企業 (SME)
  • 其他組織規模

第 7 章全球智能貨架市場：按應用分類

  • 貨架分配管理
  • 庫存管理
  • 價格管理
  • 內容管理
  • 供應鏈管理
  • 其他用途

第 8 章全球智能貨架市場：按最終用戶劃分

  • 百貨商店
  • 超市
  • 專賣店
  • 其他最終用戶

第 9 章全球智能貨架市場：按地區

  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 意大利
    • 法國
    • 西班牙
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳大利亞
    • 新西蘭
    • 韓國
    • 亞太地區其他地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東和非洲
    • 沙特阿拉伯
    • 阿拉伯聯合酋長國
    • 卡塔爾
    • 南非
    • 其他中東和非洲地區

第 10 章主要進展

  • 合同、夥伴關係、協作和合資企業
  • 收購與合併
  • 推出新產品
  • 業務擴展
  • 其他關鍵策略

第 11 章公司簡介

  • Avery Dennison Corporation
  • AWM Smart Shelf
  • E Ink Holdings Inc.
  • Happiest Minds Technologies Limited
  • Honeywell International Inc.
  • Huawei Technologies Co., Ltd.
  • Intel Corporation
  • Lenovo PCCW Solutions Limited
  • Minew
  • NXP Semiconductors NV
  • PCCW Solutions
  • Pricer
  • Samsung Electronics Co. Ltd
  • SES-Imagotag
  • Solum
  • Trax Technology Solutions
Product Code: SMRC23398

According to Stratistics MRC, the Global Smart Shelves Market is accounted for $3.32 billion in 2023 and is expected to reach $14.33 billion by 2030 growing at a CAGR of 23.2% during the forecast period. Smart shelves that deals with technologically advanced shelving systems used in retail environments. Smart shelves incorporate various sensors, Internet of Things (IoT) connectivity, and data analytics capabilities to transform traditional store shelves into intelligent and interactive displays. These shelves can monitor inventory levels, track product movements, and provide real-time data on product availability and stock levels. Smart shelves can also collect data on customer interactions, such as product interactions and purchasing patterns, which can be leveraged to gain insights and make informed business decisions.

According to the US Census Bureau, commercial e-commerce in the United States was about USD 266 billion from July to September 2022, a 3% increase over the past quarter.

Market Dynamics:

Driver:

Increased use of technologies like IoT and RFID

Smart technologies like IoT and RFID are driving the adoption of smart shelves. RFID technology is becoming increasingly significant in enhancing the competitiveness of contemporary retail organizations, leading to the emergence of smart retail and intense competition among businesses. Due to the increase in labor expenses and the need to lower the operational costs of logistics, there is a greater demand for the quick implementation of RFID in modern retail.

Restraint:

Privacy concerns related to in build data tags

The importance of privacy to consumers has increased, and this is reflected in the way they shop. Large businesses like Walmart have had failure with an app that allowed shoppers to scan things as they were taken from the shelves. Customers questioned whether product tagging tags may be misused, compromised, and used to track customers from retailers to their houses. This demonstrates how businesses are failing to raise public knowledge of the privacy precautions they are taking. Organizations should handle this issue as customers are becoming more aware of their privacy owing to greater online exposure.

Opportunity:

Need for retailers to build closer connections with customers at the front of the store

In order to compete in a market that is constantly changing, industries are utilizing more automation, improving efficiency, lowering costs, and contributing to data collection. A technical survey, reported in an article by Modern Retail, revealed where this use of technology is largely accepted, with 75% of decision-makers planning to deploy more technology and create smart warehouse systems by 2020. With the introduction of smart shelves, IoT and AI will be able to help with warehouse difficulties and tracking products along the supply chain. One of the technologies that is gaining popularity in the retail and fulfillment industries is smart shelving.

Threat:

Shifting of customers to the online retail store

E-commerce platforms have attracted a lot of consumer attention. Over USD 860 billion was spent by US consumers in 2020, up 44% from 2019. Besides the established nations, developing nations like Nigeria, which have a booming young population and high internet penetration, have embraced technology advancements in day-to-day living. The International Telecommunication Union (ITU) reports that sub-Saharan Africa is seeing an increase in internet access. 51% of people in South Africa now shop online as a result of the rise in cell phone usage. Particularly in the retail industry during the COVID period, a significant movement toward online retail establishments is currently a big problem for the market for smart shelves.

COVID-19 Impact:

The COVID-19 epidemic has had a mixed influence on the market. The disruptions caused by the pandemic, such as supply chain challenges and fluctuating consumer demand, have highlighted the importance of efficient inventory management. The pandemic has accelerated the adoption of smart shelves as retailers seek to mitigate inventory-related risks. Additionally, the economic impact of the pandemic has resulted in budget constraints for many businesses, including retailers. Some retailers have had to delay or scale back their investments in smart shelves and other technology solutions due to financial uncertainties.

The large enterprises segment is expected to be the largest during the forecast period:

The large enterprises segment held the largest share in the market owing to the increasing demand. Smart shelves are increasingly being adopted in large enterprises, such as large supermarkets and warehouses, to keep a track of their inventory, as there is a high volume of inventory in such organizations. It should be noted that manual inventory management is traditional and only suitable for small retailers (i.e., less than 500 square meters). On a larger scale, this process is more expensive, time-consuming, and prone to human error. Retailers can automate the inventory process to save time and money, improves operational effectiveness, and lessen dreaded retail shrink.

The hardware segment is expected to have the highest CAGR during the forecast period:

During the projection period, the hardware segment is expected to have the greatest CAGR. This is owing to increasing compatibility of hardware with various devices such as any Radio Frequency (RF) device, language, and mobile network provider. Microcontrollers can be integrated with hardware as well. They also use REST-based design, which is highly scalable and compatible, is High Frequency (HF) and Ultra-High Frequency (UHF) compatible with modern technology, easy to add data to the platform and link with Point-Of-Sale (POS), store, and warehouse Enterprise Resource Planning (ERP) systems.

Region with largest share:

The North America region market is estimated to witness the highest share of the global Smart Shelves market during the forecast period, which is attributed to increasing activities by key market players in countries in this region. For instance, Avery Dennison and SAP hope to address waste issues in the retail sector, by merging their separate analytic product clouds. This should make it easier for supermarkets to monitor and manage product expiration dates. The companies have signed an Original Equipment Manufacturers (OEMs) integrate SAP Analytics Cloud, a component of SAP Business Technology Platform, with atma.io connected product cloud from Avery Dennison.

Region with highest CAGR:

The Asia Pacific region is expected to have the highest growth rate over the forecast period, which is attributed to increasing activities by key market players in countries in this region. For instance, during the pandemic, Nielsen, a global measurement and data analytics company, and Trax, a pioneer in computer vision solutions and retail analytics, announced the improvement of Shelf Pulse, a data platform. This platform offers CPG brands crucial shelf insights and analytics to become retailers' trusted advisors and drive ongoing category growth and sales at a time when retailers needed more assistance to navigate COVID-19 reality. Hence, increasing activities by key market players in this region is leading to a rise in demand for smart shelves, which is in turn, expected to drive market revenue growth.

Key players in the market

Some of the key players in Smart Shelves market include Avery Dennison Corporation, AWM Smart Shelf, E Ink Holdings Inc., Happiest Minds Technologies Limited, Honeywell International Inc., Huawei Technologies Co., Ltd., Intel Corporation, Lenovo PCCW Solutions Limited, Minew, NXP Semiconductors NV, PCCW Solutions, Pricer, Samsung Electronics Co. Ltd, SES-Imagotag, Solum and Trax Technology Solutions.

Key Developments:

In September 2022, SES-imagotag, a leader in digital technologies for physical trade and electronic shelf labels, introduced VUSION OS (V:OS), a retail IoT operating system. It is a cloud-native device and sensor management solution that helps retailers digitize their locations to become more automated and connected, allowing them to leverage insights and data in real-time.

In June 2022, SML RFID, the end-to-end RFID specialist, announced an investment in RIELEC, a technology company that designs, manufactures, and implements RFID systems to enhance its supply chain offerings for its retail customers.

In May 2022, Avery Dennison Corporation announced two major investments for expanding its manufacturing capacity and improving factory efficiency in Europe to meet the growing demand for its label and packaging materials, with an investment of EUR 45 million (USD 48.21 million)

Components Covered:

  • Hardware
  • Software & Solutions
  • Professional Services
  • Other Components

Organization Sizes Covered:

  • Large Enterprises
  • Small & Medium-Sized Enterprises (SMEs)
  • Other Organization Sizes

Applications Covered:

  • Planogram Management
  • Inventory Management
  • Pricing Management
  • Content Management
  • Supply Chain Management
  • Other Applications

End Users Covered:

  • Departmental Stores
  • Supermarkets
  • Specialty Stores
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Smart Shelves Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Cameras
    • 5.2.2 IoT Sensors
    • 5.2.3 Radio Frequency Identification (RDFI) Tags & Readers
    • 5.2.4 Digital Displays
    • 5.2.5 Electronic Shelf Labels
  • 5.3 Software & Solutions
  • 5.4 Professional Services
    • 5.4.1 Integration & Deployment
    • 5.4.2 Consulting
    • 5.4.3 Support & Maintenance
  • 5.5 Other Components

6 Global Smart Shelves Market, By Organization Size

  • 6.1 Introduction
  • 6.2 Large Enterprises
  • 6.3 Small & Medium-Sized Enterprises (SMEs)
  • 6.4 Other Organization Sizes

7 Global Smart Shelves Market, By Application

  • 7.1 Introduction
  • 7.2 Planogram Management
  • 7.3 Inventory Management
  • 7.4 Pricing Management
  • 7.5 Content Management
  • 7.6 Supply Chain Management
  • 7.7 Other Applications

8 Global Smart Shelves Market, By End User

  • 8.1 Introduction
  • 8.2 Departmental Stores
  • 8.3 Supermarkets
  • 8.4 Specialty Stores
  • 8.5 Other End Users

9 Global Smart Shelves Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Avery Dennison Corporation
  • 11.2 AWM Smart Shelf
  • 11.3 E Ink Holdings Inc.
  • 11.4 Happiest Minds Technologies Limited
  • 11.5 Honeywell International Inc.
  • 11.6 Huawei Technologies Co., Ltd.
  • 11.7 Intel Corporation
  • 11.8 Lenovo PCCW Solutions Limited
  • 11.9 Minew
  • 11.10 NXP Semiconductors NV
  • 11.11 PCCW Solutions
  • 11.12 Pricer
  • 11.13 Samsung Electronics Co. Ltd
  • 11.14 SES-Imagotag
  • 11.15 Solum
  • 11.16 Trax Technology Solutions

List of Tables

  • Table 1 Global Smart Shelves Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Smart Shelves Market Outlook, By Component (2021-2030) ($MN)
  • Table 3 Global Smart Shelves Market Outlook, By Hardware (2021-2030) ($MN)
  • Table 4 Global Smart Shelves Market Outlook, By Cameras (2021-2030) ($MN)
  • Table 5 Global Smart Shelves Market Outlook, By IoT Sensors (2021-2030) ($MN)
  • Table 6 Global Smart Shelves Market Outlook, By Radio Frequency Identification (RDFI) Tags & Readers (2021-2030) ($MN)
  • Table 7 Global Smart Shelves Market Outlook, By Digital Displays (2021-2030) ($MN)
  • Table 8 Global Smart Shelves Market Outlook, By Electronic Shelf Labels (2021-2030) ($MN)
  • Table 9 Global Smart Shelves Market Outlook, By Software & Solutions (2021-2030) ($MN)
  • Table 10 Global Smart Shelves Market Outlook, By Professional Services (2021-2030) ($MN)
  • Table 11 Global Smart Shelves Market Outlook, By Integration & Deployment (2021-2030) ($MN)
  • Table 12 Global Smart Shelves Market Outlook, By Consulting (2021-2030) ($MN)
  • Table 13 Global Smart Shelves Market Outlook, By Support & Maintenance (2021-2030) ($MN)
  • Table 14 Global Smart Shelves Market Outlook, By Other Components (2021-2030) ($MN)
  • Table 15 Global Smart Shelves Market Outlook, By Organization Size (2021-2030) ($MN)
  • Table 16 Global Smart Shelves Market Outlook, By Large Enterprises (2021-2030) ($MN)
  • Table 17 Global Smart Shelves Market Outlook, By Small & Medium-Sized Enterprises (SMEs) (2021-2030) ($MN)
  • Table 18 Global Smart Shelves Market Outlook, By Other Organization Sizes (2021-2030) ($MN)
  • Table 19 Global Smart Shelves Market Outlook, By Application (2021-2030) ($MN)
  • Table 20 Global Smart Shelves Market Outlook, By Planogram Management (2021-2030) ($MN)
  • Table 21 Global Smart Shelves Market Outlook, By Inventory Management (2021-2030) ($MN)
  • Table 22 Global Smart Shelves Market Outlook, By Pricing Management (2021-2030) ($MN)
  • Table 23 Global Smart Shelves Market Outlook, By Content Management (2021-2030) ($MN)
  • Table 24 Global Smart Shelves Market Outlook, By Supply Chain Management (2021-2030) ($MN)
  • Table 25 Global Smart Shelves Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 26 Global Smart Shelves Market Outlook, By End User (2021-2030) ($MN)
  • Table 27 Global Smart Shelves Market Outlook, By Departmental Stores (2021-2030) ($MN)
  • Table 28 Global Smart Shelves Market Outlook, By Supermarkets (2021-2030) ($MN)
  • Table 29 Global Smart Shelves Market Outlook, By Specialty Stores (2021-2030) ($MN)
  • Table 30 Global Smart Shelves Market Outlook, By Other End Users (2021-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.