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市场调查报告书
商品编码
1577158

到 2030 年供应链管理物联网市场预测：按组件、部署模式、应用程式、最终用户和区域进行的全球分析

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个工作天内

价格

根据 Stratistics MRC 的数据，2024 年全球供应链管理物联网市场规模将达到 254.7 亿美元，预计到 2030 年将达到 589 亿美元，预测期内复合年增长率为 15.0%。

用于供应链管理的物联网 (IoT) 正在彻底改变公司监控、追踪和优化供应链业务的方式。透过整合感测器、GPS 追踪器和 RFID 标籤等物联网设备，企业可以即时了解存量基准、运输位置和设备状态。这种连接使企业能够做出主动决策并快速回应不可预见的情况，例如延误、货物损坏或库存短缺。物联网还可以改善预测性维护、减少停机时间并提高车辆和机械的营运效率。

根据世界经济论坛称，物联网支援的供应链可以透过提供即时资料和分析来提高决策和业务效率，将生产力提高高达 30%。

提高透明度和可见性

物联网技术提供有关货物状态的即时资料，大大提高了整个供应链的可见度。使用 GPS、RFID 标籤和物联网 (IoT) 感测器追踪您的货物从始发地到出货地。这种透明度使相关人员能够密切关注温度、湿度和位置等变量，以确保产品在理想的条件下储存和运输。此外，客户更有可能信任能够准确预测交货时间并接收有关订单的最新资讯的企业，从而有助于物流管理。

人力资源发展和技能差距

物联网技术的有效实施需要一支具有供应链管理和技术技能的员工队伍。然而，许多公司存在技能差距，因为他们的员工可能没有资格操作和维护如此复杂的系统。员工的抵制也可能来自习惯传统程序而不愿采用新技术的员工。此外，公司需要投资广泛的培训，让员工具备有效利用物联网所需的技能，并培养欢迎创新的组织文化。

改善库存管理

物联网技术使得即时了解库存状态和库存数量成为可能，彻底改变库存管理。透过使用支援物联网的系统持续监控库存状态，企业可以最大限度地减少缺货并确保及时补货。例如，感测器可以识别存量基准何时低于指定阈值，以便启动自动重新订购程序。这种能力可确保企业手边拥有适量的库存，并透过使用实际消耗模式来确定未来的库存需求，从而提高预测的准确性。此外，沃尔玛等公司已有效利用 RFID 技术来准确追踪库存、提高准确性并简化补货流程。

隐私问题和资料外洩

物联网设备收集和传输大量的个人资料，包括业务指标、客户资讯和独特的业务见解。云端环境经常用于储存此类资料，如果没有充分保护，它们很容易出现安全漏洞。未授权存取这些资料可能会导致严重的隐私侵犯、法律处罚和声誉损害。此外，必须使用加密和存取控制等严格的资料保护措施来保护敏感资讯免受网路威胁。

COVID-19 的影响：

由于 COVID-19 大流行，各行业发生了重大转型，加速了物联网 (IoT) 技术在供应链管理中的采用。调查显示，90%的物流运输业者已加快或计画加快物联网计划，以应对疫情带来的挑战。这项变更是由提高营运弹性和可见性的需求所推动的，以便公司能够适应供应链中断。此外，许多公司已经意识到物联网解决方案可以实现资料分析和即时监控。

云端基础的细分市场预计将在预测期内成为最大的细分市场

云端基础的细分市场在供应链管理物联网市场中占据最大份额，因为它能够以实惠的价格提供灵活且扩充性的解决方案。云端基础的供应链管理利用最尖端科技来提高业务视觉性和效率。它的整合使公司能够将各种供应链业务（包括需求预测、库存管理和物流）整合到一个易于存取的单一平台中。此外，云端技术的使用越来越多，特别是在敏捷性和回应能力非常重要的行业，例如电子商务和零售业。

预测性维护产业预计在预测期内复合年增长率最高

在供应链管理市场的物联网中，预测性维护领域预计将以最高的复合年增长率成长。这一成长的原因是越来越依赖物联网技术来持续监控设备效能和运作状况。使用连接感测器的资料，预测性维护可以帮助公司提前规划维护，并透过提前预见设备故障来最大限度地减少计划外停机。随着产业不断拥抱数位转型，对预测性维护解决方案的需求预计将会增加。此外，这种需求是由复杂供应链环境中资产管理的改进以及提高效率和降低成本的需求所推动的。

占比最大的地区：

由于跨产业较早采用物联网解决方案以及先进的技术基础设施，北美地区目前在供应链管理物联网市场中占有最大份额。北美目前被公认为供应链中物联网技术应用的领导者，因为北美是着名的物联网解决方案提供商的所在地，并且正在对数位转型计划进行大量投资。该地区专注于创新、自动化和效率，所有这些对于改善供应链业务至关重要。

复合年增长率最高的地区：

预计欧洲地区的供应链管理物联网市场复合年增长率最高。欧洲国家对数位转型计划的大量投资以及工业 4.0 原则的早期采用正在推动这一成长。该地区对永续供应链实践、创新和技术进步的关注进一步增强了其市场潜力。此外，对物联网解决方案的需求预计将猛增，并且随着该地区的公司越来越注重清晰和即时资料分析，欧洲将自己定位为全球物联网供应链领域的关键参与者。

免费客製化服务：

订阅此报告的客户可以存取以下免费自订选项之一：

  • 公司简介
    • 其他市场参与者的综合分析（最多 3 家公司）
    • 主要企业SWOT分析（最多3家企业）
  • 区域分割
    • 根据客户兴趣对主要国家的市场估计、预测和复合年增长率（註：基于可行性检查）
  • 竞争标基准化分析
    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二次研究资讯来源
    • 先决条件

第三章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第 5 章供应链管理物联网的全球市场：按组成部分

  • 硬体
    • 感应器
    • 无线射频识别标籤
    • GPS装置
    • 物联网网关
  • 软体
    • 供应链管理软体
    • 资料分析软体
    • 物联网平台
    • 安全软体
  • 服务

第 6 章供应链管理物联网的全球市场：依部署模式

  • 本地
  • 混合
  • 云端基础

第 7 章供应链管理物联网的全球市场：按应用分类

  • 库存管理
  • 车队管理
  • 资产追踪
  • 预测性维护
  • 即时监控
  • 其他用途

第八章供应链管理物联网的全球市场：依最终用户分类

  • 零售
  • 製造业
  • 卫生保健
  • 食品/饮料
  • 运输/物流
  • 其他最终用户

第九章供应链管理物联网的全球市场：按地区

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲

第10章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十一章 公司概况

  • 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.