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1577158

到 2030 年供應鏈管理物聯網市場預測：按組件、部署模式、應用程式、最終用戶和區域進行的全球分析

IoT for Supply Chain Management Market Forecasts to 2030 - Global Analysis By Component (Hardware, Software and Services), Deployment Mode (On-Premise, Hybrid and Cloud-Based), Application, End User and by Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據 Stratistics MRC 的數據，2024 年全球供應鏈管理物聯網市場規模將達到 254.7 億美元，預計到 2030 年將達到 589 億美元，預測期內複合年成長率為 15.0%。

用於供應鏈管理的物聯網 (IoT) 正在徹底改變公司監控、追蹤和最佳化供應鏈業務的方式。透過整合感測器、GPS 追蹤器和 RFID 標籤等物聯網設備，企業可以即時了解存量基準、運輸位置和設備狀態。這種連接使企業能夠做出主動決策並快速回應不可預見的情況，例如延誤、貨物損壞或庫存短缺。物聯網還可以改善預測性維護、減少停機時間並提高車輛和機械的營運效率。

根據世界經濟論壇稱，物聯網支援的供應鏈可以透過提供即時資料和分析來提高決策和業務效率，將生產力提高高達 30%。

提高透明度和可見性

物聯網技術提供有關貨物狀態的即時資料，大大提高了整個供應鏈的可見度。使用 GPS、RFID 標籤和物聯網 (IoT) 感測器追蹤您的貨物從始發地到出貨地。這種透明度使相關人員能夠密切關注溫度、濕度和位置等變量，以確保產品在理想的條件下儲存和運輸。此外，客戶更有可能信任能夠準確預測交貨時間並接收有關訂單的最新資訊的企業，從而有助於物流管理。

人力資源發展和技能差距

物聯網技術的有效實施需要一支具有供應鏈管理和技術技能的員工隊伍。然而，許多公司存在技能差距，因為他們的員工可能沒有資格操作和維護如此複雜的系統。員工的抵制也可能來自習慣傳統程序而不願採用新技術的員工。此外，公司需要投資廣泛的培訓，讓員工具備有效利用物聯網所需的技能，並培養歡迎創新的組織文化。

改善庫存管理

物聯網技術使得即時了解庫存狀態和庫存數量成為可能，徹底改變庫存管理。透過使用支援物聯網的系統持續監控庫存狀態，企業可以最大限度地減少缺貨並確保及時補貨。例如，感測器可以識別存量基準何時低於指定閾值，以便啟動自動重新訂購程序。這種能力可確保企業手邊擁有適量的庫存，並透過使用實際消耗模式來確定未來的庫存需求，從而提高預測的準確性。此外，沃爾瑪等公司已有效利用 RFID 技術來準確追蹤庫存、提高準確性並簡化補貨流程。

隱私問題和資料外洩

物聯網設備收集和傳輸大量的個人資料，包括業務指標、客戶資訊和獨特的業務見解。雲端環境經常用於儲存此類資料，如果沒有充分保護，它們很容易出現安全漏洞。未授權存取這些資料可能會導致嚴重的隱私侵犯、法律處罰和聲譽損害。此外，必須使用加密和存取控制等嚴格的資料保護措施來保護敏感資訊免受網路威脅。

COVID-19 的影響：

由於 COVID-19 大流行，各行業發生了重大轉型，加速了物聯網 (IoT) 技術在供應鏈管理中的採用。調查顯示，90%的物流運輸業者已加快或計畫加快物聯網計劃，以應對疫情帶來的挑戰。這項變更是由提高營運彈性和可見性的需求所推動的，以便公司能夠適應供應鏈中斷。此外，許多公司已經意識到物聯網解決方案可以實現資料分析和即時監控。

雲端基礎的細分市場預計將在預測期內成為最大的細分市場

雲端基礎的細分市場在供應鏈管理物聯網市場中佔據最大佔有率，因為它能夠以實惠的價格提供靈活且擴充性的解決方案。雲端基礎的供應鏈管理利用最尖端科技來提高業務視覺性和效率。它的整合使公司能夠將各種供應鏈業務（包括需求預測、庫存管理和物流）整合到一個易於存取的單一平台中。此外，雲端技術的使用越來越多，特別是在敏捷性和回應能力非常重要的行業，例如電子商務和零售業。

預測性維護產業預計在預測期內複合年成長率最高

在供應鏈管理市場的物聯網中，預測性維護領域預計將以最高的複合年成長率成長。這一成長的原因是越來越依賴物聯網技術來持續監控設備效能和運作狀況。使用連接感測器的資料，預測性維護可以幫助公司提前規劃維護，並透過提前預見設備故障來最大限度地減少計劃外停機。隨著產業不斷擁抱數位轉型，對預測性維護解決方案的需求預計將會增加。此外，這種需求是由複雜供應鏈環境中資產管理的改進以及提高效率和降低成本的需求所推動的。

佔比最大的地區：

由於跨產業較早採用物聯網解決方案以及先進的技術基礎設施，北美地區目前在供應鏈管理物聯網市場中佔有最大佔有率。北美目前被公認為供應鏈中物聯網技術應用的領導者，因為北美是著名的物聯網解決方案提供商的所在地，並且正在對數位轉型計劃進行大量投資。該地區專注於創新、自動化和效率，所有這些對於改善供應鏈業務至關重要。

複合年成長率最高的地區：

預計歐洲地區的供應鏈管理物聯網市場複合年成長率最高。歐洲國家對數位轉型計劃的大量投資以及工業 4.0 原則的早期採用正在推動這一成長。該地區對永續供應鏈實踐、創新和技術進步的關注進一步增強了其市場潛力。此外，對物聯網解決方案的需求預計將猛增，並且隨著該地區的公司越來越注重清晰和即時資料分析，歐洲將自己定位為全球物聯網供應鏈領域的關鍵參與者。

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訂閱此報告的客戶可以存取以下免費自訂選項之一：

  • 公司簡介
    • 其他市場參與者的綜合分析（最多 3 家公司）
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  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和複合年成長率（註：基於可行性檢查）
  • 競爭標基準化分析
    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第 5 章供應鏈管理物聯網的全球市場：按組成部分

  • 硬體
    • 感應器
    • 無線射頻識別標籤
    • GPS裝置
    • 物聯網閘道器
  • 軟體
    • 供應鏈管理軟體
    • 資料分析軟體
    • 物聯網平台
    • 安全軟體
  • 服務

第 6 章供應鏈管理物聯網的全球市場：依部署模式

  • 本地
  • 混合
  • 雲端基礎

第 7 章供應鏈管理物聯網的全球市場：按應用分類

  • 庫存管理
  • 車隊管理
  • 資產追蹤
  • 預測性維護
  • 即時監控
  • 其他用途

第8章供應鏈管理物聯網的全球市場：依最終用戶分類

  • 零售
  • 製造業
  • 衛生保健
  • 食品/飲料
  • 運輸/物流
  • 其他最終用戶

第9章供應鏈管理物聯網的全球市場：按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲

第10章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務拓展
  • 其他關鍵策略

第11章 公司概況

  • Cisco Corporation
  • FedEx
  • Honeywell Systems
  • Microsoft Corporation
  • Amazon
  • IBM Corporation
  • Oracle Corporation
  • Zebra Technologies
  • Mitsubishi Heavy Industries
  • SAP SE
  • Volvo
  • Nissan
  • Samsara
  • Maersk
  • Parametric Technology Corporation
Product Code: SMRC27473

According to Stratistics MRC, the Global IoT for Supply Chain Management Market is accounted for $25.47 billion in 2024 and is expected to reach $58.90 billion by 2030 growing at a CAGR of 15.0% during the forecast period. IoT (Internet of Things) for Supply Chain Management revolutionizes the way businesses monitor, track, and optimize their supply chain operations. Businesses can obtain real-time visibility into inventory levels, shipment locations, and equipment status by integrating IoT devices such as sensors, GPS trackers, and RFID tags. Because of this connectivity, businesses can make proactive decisions and react quickly to unforeseen events like delays, damaged goods, or shortages in inventory. IoT also improves predictive maintenance, which lowers downtime and boosts operational effectiveness for vehicles and machinery.

According to the World Economic Forum, IoT-enabled supply chains can achieve up to a 30% increase in productivity by providing real-time data and analytics that enhance decision-making and operational efficiency.

Market Dynamics:

Driver:

Enhanced transparency and visibility

Real-time data on the status of goods is provided by IoT technologies, which greatly improve visibility throughout the supply chain. Shipments can be tracked by companies from point of origin to point of destination using GPS, RFID tags, and Internet of Things sensors. In order to make sure that goods are stored and transported under ideal circumstances, this degree of transparency enables stakeholders to keep an eye on variables like temperature, humidity, and location. Additionally, customers are more likely to trust a company that they can precisely predict delivery times and receive updates on their orders, which help with logistics management.

Restraint:

Workforce training and the skills gap

A workforce with supply chain management and technology skills is necessary for the effective implementation of IoT technologies. Nevertheless, a lot of companies have a skills gap since their staff might not be qualified to run and maintain these sophisticated systems. Employee resistance could also come from staff members who are reluctant to adopt new technologies because they are used to conventional procedures. Furthermore, in order to provide employees with the necessary skills for efficient IoT utilization and to cultivate an organizational culture that welcomes technological innovation, companies must invest in extensive training initiatives.

Opportunity:

Improvements in inventory control

Real-time insights into stock conditions and levels are made possible by IoT technology, which transforms inventory management. Businesses can minimize stock outs and ensure timely replenishment by using IoT-enabled systems to continuously monitor inventory status. In order to initiate automatic reordering procedures, sensors, for example, can identify when inventory levels drop below a predetermined threshold. This capacity guarantees that companies keep the right amount of inventory on hand while also improving forecasting accuracy by using real consumption patterns to determine future inventory requirements. Moreover, RFID technology has been effectively used by businesses such as Walmart to track inventory with great precision, enhancing accuracy and streamlining replenishment processes.

Threat:

Privacy issues and data breach

Numerous private data sets, such as operational metrics, customer information, and proprietary business insights, are gathered and transmitted by Internet of Things devices. Cloud environments-which are prone to security breaches if not sufficiently secured-are frequently used to store this data. Significant privacy violations, legal penalties, and reputational harm can result from unauthorized access to this data. Additionally, sensitive information must be protected from cyber threats by organizations using strict data protection measures, such as encryption and access controls.

Covid-19 Impact:

The industry has undergone a significant transformation as a result of the COVID-19 pandemic, which has accelerated the adoption of Internet of Things (IoT) technologies in supply chain management. 90% of logistics and transportation companies have either accelerated or plan to accelerate their Internet of Things projects in response to the challenges presented by the pandemic, according to research. This change has been brought about by the need for improved operational resilience and visibility, which enable businesses to adjust to supply chain disruptions. Furthermore, a lot of companies have realized that IoT solutions make data analytics and real-time monitoring possible, both of which are critical for keeping operations running smoothly in times of emergency.

The Cloud-Based segment is expected to be the largest during the forecast period

Due to its ability to offer solutions that are affordable, flexible, and scalable, the cloud-based segment of the IoT for Supply Chain Management market has the largest share. Utilizing cutting-edge technologies, cloud-based supply chain management improves operational visibility and efficiency. Through its integration, businesses can combine different supply chain operations, including demand forecasting, inventory control, and logistics, into a single, easily accessible platform. Moreover, cloud technologies are being used more and more, especially in industries where agility and responsiveness are critical, like e-commerce and retail.

The Predictive Maintenance segment is expected to have the highest CAGR during the forecast period

In the IoT for Supply Chain Management market, the predictive maintenance segment is anticipated to grow at the highest CAGR. This increase is explained by the growing reliance on IoT technologies to continuously monitor the performance and health of equipment. With the use of data from linked sensors, predictive maintenance helps businesses plan maintenance proactively and minimize unscheduled downtime by foreseeing equipment failures before they happen. Predictive maintenance solutions are expected to become more in demand as industries continue to embrace digital transformation. Additionally, this demand is fueled by the need for improved asset management in complex supply chain environments, as well as increased efficiency and cost savings.

Region with largest share:

Due to its early adoption of IoT solutions across a variety of industries and sophisticated technological infrastructure, the North American region currently holds the largest share of the market for IoT for supply chain management. North America is now recognized as a leader in the application of IoT technologies in supply chains due to the presence of prominent IoT solution providers and large investments in digital transformation projects. Strong emphasis is placed on innovation, automation, and efficiency gains in this region, all of which are essential for improving supply chain operations.

Region with highest CAGR:

In the IoT for Supply Chain Management market, the Europe region is projected to have the highest CAGR. Large investments in digital transformation projects throughout several European nations and the early adoption of Industry 4.0 principles are what are fueling this growth. The region's market potential is further enhanced by its emphasis on sustainable supply chain practices, innovation, and technological advancements. Moreover, demand for IoT solutions is predicted to soar, establishing Europe as a major player in the global IoT supply chain landscape as companies in the region place an increasing emphasis on transparency and real-time data analytics.

Key players in the market

Some of the key players in IoT for Supply Chain Management market include Cisco Corporation, FedEx, Honeywell Systems, Microsoft Corporation, Amazon, IBM Corporation, Oracle Corporation, Zebra Technologies, Mitsubishi Heavy Industries, SAP SE, Volvo, Nissan, Samsara, Maersk and Parametric Technology Corporation.

Key Developments:

In June 2024, Microsoft Corp. and Hitachi Ltd. announced projected multibillion-dollar collaboration over the next three years that will accelerate social innovation with generative AI. Through this strategic alliance, Hitachi will propel growth of the Lumada business, with a planned revenue of 2.65 trillion yen (18.9 billion USD)*1 in FY2024, and will promote operational efficiency and productivity improvements for Hitachi Group's 270,000 employees.

In March 2024, Networking major Cisco has signed an agreement with the Karnataka government to train 40,000 people in cybersecurity skills and awareness. Women will represent half of the trained workforce to help meet the growing need for such skills as organisations bolster the cybersecurity, according to the memorandum of understanding the company signed with Karnataka Innovation Technology Society, Department of Electronics, Information Technology, Biotechnology.

In January 2024, IBM is announcing that it has signed a definitive agreement to acquire application modernization capabilities from Advanced, bringing a combination of talent, tools and knowledge to enhance IBM Consulting's mainframe application and data modernization services.

Components Covered:

  • Hardware
  • Software
  • Services

Deployment Modes Covered:

  • On-Premise
  • Hybrid
  • Cloud-Based

Applications Covered:

  • Inventory Management
  • Fleet Management
  • Asset Tracking
  • Predictive Maintenance
  • Real-time Monitoring
  • Other Applications

End Users Covered:

  • Retail
  • Manufacturing
  • Healthcare
  • Food & Beverages
  • Transportation & Logistics
  • 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 2022, 2023, 2024, 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 IoT for Supply Chain Management Market, By Component

  • 5.1 Introduction
  • 5.2 Hardware
    • 5.2.1 Sensors
    • 5.2.2 RFID Tags
    • 5.2.3 GPS Devices
    • 5.2.4 IoT Gateways
  • 5.3 Software
    • 5.3.1 Supply Chain Management Software
    • 5.3.2 Data Analytics Software
    • 5.3.3 IoT Platforms
    • 5.3.4 Security Software
  • 5.4 Services

6 Global IoT for Supply Chain Management Market, By Deployment Mode

  • 6.1 Introduction
  • 6.2 On-Premise
  • 6.3 Hybrid
  • 6.4 Cloud-Based

7 Global IoT for Supply Chain Management Market, By Application

  • 7.1 Introduction
  • 7.2 Inventory Management
  • 7.3 Fleet Management
  • 7.4 Asset Tracking
  • 7.5 Predictive Maintenance
  • 7.6 Real-time Monitoring
  • 7.7 Other Applications

8 Global IoT for Supply Chain Management Market, By End User

  • 8.1 Introduction
  • 8.2 Retail
  • 8.3 Manufacturing
  • 8.4 Healthcare
  • 8.5 Food & Beverages
  • 8.6 Transportation & Logistics
  • 8.7 Other End Users

9 Global IoT for Supply Chain Management 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 Cisco Corporation
  • 11.2 FedEx
  • 11.3 Honeywell Systems
  • 11.4 Microsoft Corporation
  • 11.5 Amazon
  • 11.6 IBM Corporation
  • 11.7 Oracle Corporation
  • 11.8 Zebra Technologies
  • 11.9 Mitsubishi Heavy Industries
  • 11.10 SAP SE
  • 11.11 Volvo
  • 11.12 Nissan
  • 11.13 Samsara
  • 11.14 Maersk
  • 11.15 Parametric Technology Corporation

List of Tables

  • Table 1 Global IoT for Supply Chain Management Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global IoT for Supply Chain Management Market Outlook, By Component (2022-2030) ($MN)
  • Table 3 Global IoT for Supply Chain Management Market Outlook, By Hardware (2022-2030) ($MN)
  • Table 4 Global IoT for Supply Chain Management Market Outlook, By Sensors (2022-2030) ($MN)
  • Table 5 Global IoT for Supply Chain Management Market Outlook, By RFID Tags (2022-2030) ($MN)
  • Table 6 Global IoT for Supply Chain Management Market Outlook, By GPS Devices (2022-2030) ($MN)
  • Table 7 Global IoT for Supply Chain Management Market Outlook, By IoT Gateways (2022-2030) ($MN)
  • Table 8 Global IoT for Supply Chain Management Market Outlook, By Software (2022-2030) ($MN)
  • Table 9 Global IoT for Supply Chain Management Market Outlook, By Supply Chain Management Software (2022-2030) ($MN)
  • Table 10 Global IoT for Supply Chain Management Market Outlook, By Data Analytics Software (2022-2030) ($MN)
  • Table 11 Global IoT for Supply Chain Management Market Outlook, By IoT Platforms (2022-2030) ($MN)
  • Table 12 Global IoT for Supply Chain Management Market Outlook, By Security Software (2022-2030) ($MN)
  • Table 13 Global IoT for Supply Chain Management Market Outlook, By Services (2022-2030) ($MN)
  • Table 14 Global IoT for Supply Chain Management Market Outlook, By Deployment Mode (2022-2030) ($MN)
  • Table 15 Global IoT for Supply Chain Management Market Outlook, By On-Premise (2022-2030) ($MN)
  • Table 16 Global IoT for Supply Chain Management Market Outlook, By Hybrid (2022-2030) ($MN)
  • Table 17 Global IoT for Supply Chain Management Market Outlook, By Cloud-Based (2022-2030) ($MN)
  • Table 18 Global IoT for Supply Chain Management Market Outlook, By Application (2022-2030) ($MN)
  • Table 19 Global IoT for Supply Chain Management Market Outlook, By Inventory Management (2022-2030) ($MN)
  • Table 20 Global IoT for Supply Chain Management Market Outlook, By Fleet Management (2022-2030) ($MN)
  • Table 21 Global IoT for Supply Chain Management Market Outlook, By Asset Tracking (2022-2030) ($MN)
  • Table 22 Global IoT for Supply Chain Management Market Outlook, By Predictive Maintenance (2022-2030) ($MN)
  • Table 23 Global IoT for Supply Chain Management Market Outlook, By Real-time Monitoring (2022-2030) ($MN)
  • Table 24 Global IoT for Supply Chain Management Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 25 Global IoT for Supply Chain Management Market Outlook, By End User (2022-2030) ($MN)
  • Table 26 Global IoT for Supply Chain Management Market Outlook, By Retail (2022-2030) ($MN)
  • Table 27 Global IoT for Supply Chain Management Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 28 Global IoT for Supply Chain Management Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 29 Global IoT for Supply Chain Management Market Outlook, By Food & Beverages (2022-2030) ($MN)
  • Table 30 Global IoT for Supply Chain Management Market Outlook, By Transportation & Logistics (2022-2030) ($MN)
  • Table 31 Global IoT for Supply Chain Management Market Outlook, By Other End Users (2022-2030) ($MN)

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