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IoT in Supply Chain Market Outlook (2023 to 2033)

The global IoT in supply chain market size is anticipated to reach a valuation of US$ 41.8 billion by 2033. It is estimated to surpass a valuation of US$ 12.4 billion by 2023. From 2018 to 2022, the global market is projected to witness a CAGR of 15.5%.

Increasing demand for internet of things (IoT) in the supply chain sector can be attributed to several factors. IoT devices enable real-time tracking and monitoring of goods throughout the supply chain. It is expected to be extensively used to gain accurate and timely information about their location, condition, and status.

Supply chain managers looking to gain better visibility and control over their operations are projected to adopt IoT. It can also help them in optimizing inventory management, reducing losses, and improving efficiency. Ability of IoT technology to enable predictive maintenance of critical equipment and machinery in the supply chain would propel demand.

A few of these include vehicles, warehouses, and manufacturing facilities. By collecting and analyzing data from IoT sensors embedded in these assets, potential failures or performance issues can be identified in advance, allowing for proactive maintenance and minimizing downtime. It is set to hence increase IoT in supply chain’s popularity by 2033.

IoT-enabled supply chain solutions would facilitate seamless integration and communication between various stakeholders involved in the process. These include suppliers, manufacturers, distributors, and retailers.

The interconnectedness can enhance collaboration, streamline processes, and enable faster decision-making. These properties are expected to lead to improved coordination and responsiveness within the supply chain ecosystem. As per Future Market Insights (FMI), South Korea and Japan are anticipated to record 12.6% and 12.8% CAGRs, respectively from 2023 to 2033.

A few other drivers pushing IoT in supply chain demand globally:

  • Increased supply chain transparency and traceability is likely to push sales for IoT solutions.
  • Improved operational efficiency and cost reduction in industrial processes is expected to support the market.
  • Enhanced inventory management and reduced stock outs are anticipated to bode well for demand for IoT in supply chains.
  • Minimized risk of product spoilage or damage resulting from intelligent solutions across machines provided by IoT is estimated to drive the market.
  • Streamlined logistics and optimized transportation routes would allow supply chain managers to adopt IoT.
  • Real-time data for better decision-making required to maintain quality standards and output is likely to propel the market.
Attributes Key Insights
IoT in Supply Chain Market Estimated Size (2023E) US$ 12.4 billion
Projected Market Valuation (2033F) US$ 41.8 billion
Value-based Market CAGR (2018 to 2022) 15.5%
Value-based Market CAGR (2023 to 2033) 12.9%

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2018 to 2022 IoT in Supply Chain Sales Outlook Compared to Demand Forecast from 2023 to 2033

The global IoT in supply chain market showcased an astonishing CAGR of 15.5% from 2018 to 2022. It is projected to record a CAGR of 12.9% from 2023 to 2033.

Demand for IoT in supply chain has witnessed a significant rise in the past due to various factors. One vital factor is increasing complexity and globalization of supply chains. As supply chains become more intricate with multiple touchpoints and global operations, there is a growing need for real-time visibility and tracking of goods & assets.

IoT technology provides the capability to monitor and track shipments throughout the supply chain. It further enables companies to have accurate and up-to-date information on the location & condition of their products, which is projected to drive its demand.

Rising customer expectations have played a crucial role in propelling the demand for IoT in supply chain. Customers today expect faster and more accurate deliveries, and IoT devices can help meet these expectations. By leveraging IoT sensors and data, companies can optimize their logistics and transportation processes, ensuring timely delivery and improving customer satisfaction.

Another factor contributing to increased demand for IoT in supply chain is the pressure to reduce costs and enhance operational efficiency. IoT technology offers the potential to streamline operations, automate manual tasks, and optimize resource utilization. With real-time data and analytics provided by IoT devices, companies can make data-driven decisions, identify bottlenecks, and implement improvements to enhance efficiency and reduce costs.

What Factors Are Primarily Fueling IoT in Supply Chain Sales?

With growing complexity of supply chains, there is a rising demand for real-time visibility into inventory, assets, and shipments. IoT devices and sensors enable the collection of data at various points in the supply chain. It helps in providing accurate and timely information on location, condition, and performance.

IoT sensors and RFID or radio frequency identification tags are being deployed to track & monitor automotive components, parts, and finished goods throughout the supply chain. Real-time visibility allows manufacturers to accurately track inventory levels, identify bottlenecks, optimize warehouse operations, and ensure timely delivery of parts to assembly lines. Demand for these features are on the rise, which is further expected to bolster the market.

IoT devices are also used to monitor and track automotive components & sub-assemblies during production. Real-time data collection and analysis would enable quality control checks, identifying defects or deviations from standards.

IoT-enabled traceability systems also allow manufacturers to track the origin and history of each component. Hence, manufacturers would be able to ensure compliance with regulatory standards and enable efficient recalls if necessary.

IoT sensors are also used to monitor temperature, humidity, and other environmental conditions in refrigerated storage, transportation vehicles, and warehouses. Ability of real-time data collection and alerts to help maintain perishable goods such as fresh produce or frozen products would support growth. These can keep such goods within the required temperature range to prevent spoilage and maintain food safety.

In 2019, the global food consumption was around 2.4 billion metric tons. It increased to around 2.5 billion metric tons by 2022. It is projected to elevate to about 3 billion metric tons by 2026. With increasing food consumption around the world, it is estimated that adoption of IoT in supply chain would surge during the assessment period.

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Country-wise Insights

Why is There a Growing Demand for IoT in Supply Chain in the United States?

Need to Improve Operational Efficiency to Push IoT in Supply Chain Management in the United States

The United States IoT in supply chain market is expected to be worth US$ 8.4 billion by 2033. It is projected to create an absolute dollar growth of US$ 5.9 billion till 2033.

The United States market recorded steady growth at a CAGR of 15.4% from 2018 to 2022. It is estimated to surge at a CAGR of 12.9% from 2023 to 2033.

United States-based companies are increasingly seeking to improve operational efficiency. IoT enables the seamless integration of various supply chain processes and provides real-time data.

It enables companies to optimize their operations, automate manual tasks, and reduce errors & delays. With IoT, companies can track and monitor inventory levels, location, and condition of goods, leading to better decision-making and resource utilization. It is further expected to push the market.

There is a strong need for increased visibility and transparency in supply chain operations across the United States. IoT devices provide real-time data and insights, allowing companies to have a comprehensive view of their supply chain activities.

Transparency enables better planning, reduces uncertainties, and facilitates faster issue resolution. Companies can hence track shipments, monitor inventory levels, and gain insights into various parameters. This is another crucial factor that is estimated to push the United States market.

To What Extent Would the United Kingdom Embrace IoT in Supply Chain?

Collaborations among Stakeholders in the United Kingdom to Foster IoT in Supply Chain and Logistics

The United Kingdom IoT in supply chain market is set to be worth US$ 1.6 billion by 2033. It is likely to create an absolute dollar opportunity of US$ 1.1 billion till 2033.

The United Kingdom market witnessed growth at a CAGR of 15.2% from 2018 to 2022. It is expected to surge at a CAGR of 12.5% from 2023 to 2033.

Collaboration among stakeholders, including businesses, technology providers, and academia, can accelerate IoT adoption in supply chain. Partnerships that foster knowledge sharing, research & development, and collaborative pilot projects are set to drive the extent of adoption in the United Kingdom.

Readiness of supply chain companies in the United Kingdom to adopt IoT would play a vital role. Awareness and understanding of the potential benefits of IoT, along with the willingness to invest in new technologies, can determine the extent of adoption.

Availability and quality of technological infrastructure such as high-speed internet connectivity and reliable communication networks, are essential for IoT implementation. Adequate infrastructure in the United Kingdom can facilitate seamless integration of IoT devices and support the collection & transmission of real-time data.

What Would Drive High Sales of IoT in Supply Chain across China?

E-commerce Firms in China to Demand Innovative IoT Solutions in Supply Chain

China IoT in supply chain market is expected to surpass a value of US$ 10.4 billion by 2033. It is projected to create an absolute dollar growth of US$ 7.3 billion till 2033.

China registered a considerable CAGR of 15.3% from 2018 to 2022. It is predicted to expand at a CAGR of 12.7% from 2023 to 2033.

China's position as a global manufacturing hub would create a strong demand for IoT solutions in supply chain. IoT technologies can help monitor & control manufacturing processes, enhance quality control, and enable predictive maintenance, improving productivity and reducing costs.

China's booming e-commerce sector would present a significant opportunity for IoT adoption in supply chain. Increasing volume of online retail transactions and need for efficient logistics & warehousing operations might augment demand for IoT-enabled solutions. These would be needed to optimize processes, enhance tracking capabilities, and improve delivery efficiency.

Category-wise Insights

Which is the Leading Component of IoT in Supply Chain Worldwide?

Hardware Devices to Find Extensive Usage for IoT in Supply Chain Globally

The hardware segment by component is projected to dominate the global IoT in supply chain market in the next ten years. It is anticipated to witness growth at a CAGR of 15.2% from 2018 to 2022. It is expected to surge at a CAGR of 12.7% from 2023 to 2033.

In IoT in the supply chain, various hardware components are instrumental in enabling seamless connectivity and data exchange across the supply chain ecosystem. Availability of new hardware devices that are designed to capture, monitor, and transmit real-time data from physical objects and environments would aid sales. These can further lead to enhanced visibility, efficiency, and informed decision-making.

One of the crucial hardware components is sensors, which can detect and measure physical parameters such as temperature, humidity, pressure, and location. Need to collect real-time valuable data is a significant factor that is likely to compel firms to affix them to products, vehicles, or infrastructure.

RFID or radio frequency identification tags also play a significant role. These small electronic tags possess unique identifiers and can be attached to products, pallets, or containers. They are set to facilitate automated identification and tracking throughout the supply chain. Those companies looking to improve their inventory management and maintain asset tracking are expected to adopt RFID tags.

Utilization of global positioning system (GPS) trackers would rise as they would help to provide valuable location data, enabling real-time visibility into shipments during transit and facilitating estimation of arrival times. Additionally, gateways would serve as intermediary devices, efficiently collecting data from multiple sensors and securely transmitting it to backend systems.

Communication devices such as cellular modems and Wi-Fi modules would also experience high demand. These can ensure seamless and secure data transmission between various devices, sensors, and backend systems, which would push their demand.

Which is the Dominant Application of IoT in Supply Chain?

IoT in Supply Chain to be Used for Inventory and Warehouse Management

In terms of application, the inventory and warehouse management segment is projected to elevate at a CAGR of 12.5% from 2023 to 2033. It showcased a CAGR of 15.3% from 2018 to 2022.

Increasing complexity and scale of supply chains have led to a greater need for real-time visibility and tracking of inventory. IoT enables organizations to gather accurate and up-to-date information about inventory levels, locations, and movements, facilitating efficient inventory management and ensuring timely replenishment. It is projected to hence support their demand.

Need for improved operational efficiency and cost reduction is also accelerating demand for IoT in inventory and warehouse management. By leveraging IoT technology, organizations can automate various processes, optimize storage space utilization, and minimize manual labor. This results in streamlined operations, reduced errors, and lower operational costs.

Companies with perishable or sensitive products such as food and pharmaceuticals require precise monitoring of environmental conditions. IoT enables continuous monitoring of factors such as temperature, humidity, and storage conditions. It ensures that products are stored in optimal conditions to maintain quality and prevent spoilage or damage, which would aid sales.

Trend toward omnichannel retailing and increasing customer expectations for fast & accurate deliveries are also expected to fuel demand for IoT in inventory and warehouse management. IoT enables organizations to track inventory across multiple channels and locations, ensuring that products are available when and where they are needed. This would help to improve order fulfillment processes, reduce stock outs, and enhance customer satisfaction.

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Competitive Landscape

There are well-known technology giants that have a strong presence in the IoT space and offer end-to-end IoT solutions for the supply chain. Companies such as IBM, Microsoft, and Oracle provide IoT platforms, cloud infrastructure, and analytics tools. They often have a wide range of industry partnerships and a strong customer base, positioning them as key players in the competitive landscape.

There are specialized IoT solution providers in the market that focus specifically on the supply chain sector. Savi Technology and Roambee, for instance, offer IoT-enabled tracking and monitoring solutions tailored to supply chain operations.

They provide hardware devices, connectivity, and software platforms that enable real-time visibility, predictive analytics, and optimization of supply chain processes. These players often have in-depth domain expertise and a deep understanding of specific challenges & requirements of supply chain management.

A few recent developments in the IoT in supply chain market are

  • In November 2021, Amazon Web Services (AWS) and Siemens announced a collaboration to integrate Siemens' MindSphere with AWS IoT services. This partnership aimed to enable industrial customers to leverage IoT data from their supply chains. They can also implement advanced analytics and machine learning capabilities.
  • In September 2020, Google Cloud and Siemens announced a partnership to integrate the former’s data analytics and AI capabilities with the latter’s IoT operating system, MindSphere. This collaboration aimed to help industrial customers optimize their supply chain operations using advanced analytics and IoT technologies.

Scope of the Report

Attributes Details
Estimated Market Size (2023) US$ 12.4 billion
Projected Market Valuation (2033) US$ 41.8 billion
Value-based CAGR (2023 to 2033) 12.9%
Historical Data 2018 to 2022
Forecast Period 2023 to 2033
Quantitative Units Value (US$ billion)
Segments Covered Component, Application, End User, Region
Key Regions Covered North America; Latin America; Europe; Asia Pacific; Middle East and Africa
Key Countries Covered United States, Canada, Brazil, Mexico, rest of Latin America, China, Japan, South Korea, India, Association of Southeast Asian Nations, Oceania, Germany, Italy, France, United Kingdom, Spain, BENELUX, Nordics, Rest of Western Europe, Poland, Hungary, Romania, Czech Republic, Central Asia, Russia & Belarus, Balkan & Baltics, GCC Countries, Türkiye, Northern Africa and South Africa
Key Companies Profiled Cisco Systems Inc.; IBM Corporation; SAP SE; Oracle Corporation; Intel Corporation; Microsoft Corporation; Huawei Technologies Co. Ltd; Amazon Web services; Siemens AG; Zebra Corporation
Report Coverage Revenue Forecast, Volume Forecast, Company Ranking, Competitive Landscape, Growth Factors, Trends and Pricing Analysis

IoT in Supply Chain Market Outlook by Category

By Component:

  • Hardware
  • Software
  • Services

By Application:

  • Inventory and Warehouse Management
  • Fleet and Transportation Management
  • Demand and Supply Planning
  • Cold Chain Management
  • Track and Trace
  • Predictive Maintenance

By End User:

  • Manufacturing
  • Retail and E-commerce
  • Healthcare & Pharmaceuticals
  • Automotive
  • Aerospace & Defense
  • Food & Beverage

By Region:

  • North America
  • Latin America
  • Europe
  • Asia Pacific
  • Middle East and Africa

Frequently Asked Questions

How Big is the IoT in Supply Chain Market?

The IoT in supply chain market’s net worth is expected to be US$ 12.4 billion in 2023.

What Would be the Size of IoT in Supply Chain Market by 2033?

The projected market value of IoT in supply chain is US$ 41.8 billion by 2033.

Which is the Running Trend in the Market?

Surging demand for real-time visibility into assets, inventory, and shipments.

Which Country is Expected to Hold Significant Market Value in Future?

China is expected to hold a massive market value of US$ 10.4 billion by 2033.

What are the leading IoT in Supply Chain Companies?

Cisco Systems Inc., IBM Corporation, and SAP SE are the leading companies.

Table of Content

1. Executive Summary

    1.1. Global Market Outlook

    1.2. Demand-side Trends

    1.3. Supply-side Trends

    1.4. Technology Roadmap Analysis

    1.5. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Market Background

    3.1. Market Dynamics

        3.1.1. Drivers

        3.1.2. Restraints

        3.1.3. Opportunity

        3.1.4. Trends

    3.2. Scenario Forecast

        3.2.1. Demand in Optimistic Scenario

        3.2.2. Demand in Likely Scenario

        3.2.3. Demand in Conservative Scenario

    3.3. Opportunity Map Analysis

    3.4. Investment Feasibility Matrix

    3.5. PESTLE and Porter’s Analysis

    3.6. Regulatory Landscape

        3.6.1. By Key Regions

        3.6.2. By Key Countries

    3.7. Regional Parent Market Outlook

4. Global Market Analysis 2018 to 2022 and Forecast, 2023 to 2033

    4.1. Historical Market Size Value (US$ billion) Analysis, 2018 to 2022

    4.2. Current and Future Market Size Value (US$ billion) Projections, 2023 to 2033

        4.2.1. Y-o-Y Growth Trend Analysis

        4.2.2. Absolute $ Opportunity Analysis

5. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Component

    5.1. Introduction / Key Findings

    5.2. Historical Market Size Value (US$ billion) Analysis By Component , 2018 to 2022

    5.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By Component , 2023 to 2033

        5.3.1. Hardware

        5.3.2. Software

        5.3.3. Services

    5.4. Y-o-Y Growth Trend Analysis By Component , 2018 to 2022

    5.5. Absolute $ Opportunity Analysis By Component , 2023 to 2033

6. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Application

    6.1. Introduction / Key Findings

    6.2. Historical Market Size Value (US$ billion) Analysis By Application, 2018 to 2022

    6.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By Application, 2023 to 2033

        6.3.1. Inventory and Warehouse Management

        6.3.2. Fleet and Transportation Management

        6.3.3. Demand and Supply Planning

        6.3.4. Cold Chain Management

        6.3.5. Track and Trace

        6.3.6. Predictive Maintenance

    6.4. Y-o-Y Growth Trend Analysis By Application, 2018 to 2022

    6.5. Absolute $ Opportunity Analysis By Application, 2023 to 2033

7. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By End User

    7.1. Introduction / Key Findings

    7.2. Historical Market Size Value (US$ billion) Analysis By End User , 2018 to 2022

    7.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By End User , 2023 to 2033

        7.3.1. Manufacturing

        7.3.2. Retail and E-commerce

        7.3.3. Healthcare and Pharmaceuticals

        7.3.4. Automotive

        7.3.5. Aerospace and Defense

        7.3.6. Food and Beverage

    7.4. Y-o-Y Growth Trend Analysis By End User , 2018 to 2022

    7.5. Absolute $ Opportunity Analysis By End User , 2023 to 2033

8. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Region

    8.1. Introduction

    8.2. Historical Market Size Value (US$ billion) Analysis By Region, 2018 to 2022

    8.3. Current Market Size Value (US$ billion) Analysis and Forecast By Region, 2023 to 2033

        8.3.1. North America

        8.3.2. Latin America

        8.3.3. Europe

        8.3.4. South Asia

        8.3.5. East Asia

        8.3.6. Oceania

        8.3.7. Middle East and Africa

    8.4. Market Attractiveness Analysis By Region

9. North America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    9.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    9.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        9.2.1. By Country

            9.2.1.1. United States

            9.2.1.2. Canada

        9.2.2. By Component

        9.2.3. By Application

        9.2.4. By End User

    9.3. Market Attractiveness Analysis

        9.3.1. By Country

        9.3.2. By Component

        9.3.3. By Application

        9.3.4. By End User

    9.4. Key Takeaways

10. Latin America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    10.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    10.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        10.2.1. By Country

            10.2.1.1. Brazil

            10.2.1.2. Mexico

            10.2.1.3. Rest of Latin America

        10.2.2. By Component

        10.2.3. By Application

        10.2.4. By End User

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Component

        10.3.3. By Application

        10.3.4. By End User

    10.4. Key Takeaways

11. Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    11.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    11.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        11.2.1. By Country

            11.2.1.1. Germany

            11.2.1.2. United Kingdom

            11.2.1.3. France

            11.2.1.4. Spain

            11.2.1.5. Italy

            11.2.1.6. Rest of Europe

        11.2.2. By Component

        11.2.3. By Application

        11.2.4. By End User

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Component

        11.3.3. By Application

        11.3.4. By End User

    11.4. Key Takeaways

12. South Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    12.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    12.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        12.2.1. By Country

            12.2.1.1. India

            12.2.1.2. Malaysia

            12.2.1.3. Singapore

            12.2.1.4. Thailand

            12.2.1.5. Rest of South Asia

        12.2.2. By Component

        12.2.3. By Application

        12.2.4. By End User

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Component

        12.3.3. By Application

        12.3.4. By End User

    12.4. Key Takeaways

13. East Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    13.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    13.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        13.2.1. By Country

            13.2.1.1. China

            13.2.1.2. Japan

            13.2.1.3. South Korea

        13.2.2. By Component

        13.2.3. By Application

        13.2.4. By End User

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Component

        13.3.3. By Application

        13.3.4. By End User

    13.4. Key Takeaways

14. Oceania Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    14.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    14.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        14.2.1. By Country

            14.2.1.1. Australia

            14.2.1.2. New Zealand

        14.2.2. By Component

        14.2.3. By Application

        14.2.4. By End User

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Component

        14.3.3. By Application

        14.3.4. By End User

    14.4. Key Takeaways

15. Middle East and Africa Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country

    15.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2018 to 2022

    15.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2023 to 2033

        15.2.1. By Country

            15.2.1.1. GCC Countries

            15.2.1.2. South Africa

            15.2.1.3. Israel

            15.2.1.4. Rest of Middle East and Africa

        15.2.2. By Component

        15.2.3. By Application

        15.2.4. By End User

    15.3. Market Attractiveness Analysis

        15.3.1. By Country

        15.3.2. By Component

        15.3.3. By Application

        15.3.4. By End User

    15.4. Key Takeaways

16. Key Countries Market Analysis

    16.1. United States

        16.1.1. Pricing Analysis

        16.1.2. Market Share Analysis, 2022

            16.1.2.1. By Component

            16.1.2.2. By Application

            16.1.2.3. By End User

    16.2. Canada

        16.2.1. Pricing Analysis

        16.2.2. Market Share Analysis, 2022

            16.2.2.1. By Component

            16.2.2.2. By Application

            16.2.2.3. By End User

    16.3. Brazil

        16.3.1. Pricing Analysis

        16.3.2. Market Share Analysis, 2022

            16.3.2.1. By Component

            16.3.2.2. By Application

            16.3.2.3. By End User

    16.4. Mexico

        16.4.1. Pricing Analysis

        16.4.2. Market Share Analysis, 2022

            16.4.2.1. By Component

            16.4.2.2. By Application

            16.4.2.3. By End User

    16.5. Germany

        16.5.1. Pricing Analysis

        16.5.2. Market Share Analysis, 2022

            16.5.2.1. By Component

            16.5.2.2. By Application

            16.5.2.3. By End User

    16.6. United Kingdom

        16.6.1. Pricing Analysis

        16.6.2. Market Share Analysis, 2022

            16.6.2.1. By Component

            16.6.2.2. By Application

            16.6.2.3. By End User

    16.7. France

        16.7.1. Pricing Analysis

        16.7.2. Market Share Analysis, 2022

            16.7.2.1. By Component

            16.7.2.2. By Application

            16.7.2.3. By End User

    16.8. Spain

        16.8.1. Pricing Analysis

        16.8.2. Market Share Analysis, 2022

            16.8.2.1. By Component

            16.8.2.2. By Application

            16.8.2.3. By End User

    16.9. Italy

        16.9.1. Pricing Analysis

        16.9.2. Market Share Analysis, 2022

            16.9.2.1. By Component

            16.9.2.2. By Application

            16.9.2.3. By End User

    16.10. India

        16.10.1. Pricing Analysis

        16.10.2. Market Share Analysis, 2022

            16.10.2.1. By Component

            16.10.2.2. By Application

            16.10.2.3. By End User

    16.11. Malaysia

        16.11.1. Pricing Analysis

        16.11.2. Market Share Analysis, 2022

            16.11.2.1. By Component

            16.11.2.2. By Application

            16.11.2.3. By End User

    16.12. Singapore

        16.12.1. Pricing Analysis

        16.12.2. Market Share Analysis, 2022

            16.12.2.1. By Component

            16.12.2.2. By Application

            16.12.2.3. By End User

    16.13. Thailand

        16.13.1. Pricing Analysis

        16.13.2. Market Share Analysis, 2022

            16.13.2.1. By Component

            16.13.2.2. By Application

            16.13.2.3. By End User

    16.14. China

        16.14.1. Pricing Analysis

        16.14.2. Market Share Analysis, 2022

            16.14.2.1. By Component

            16.14.2.2. By Application

            16.14.2.3. By End User

    16.15. Japan

        16.15.1. Pricing Analysis

        16.15.2. Market Share Analysis, 2022

            16.15.2.1. By Component

            16.15.2.2. By Application

            16.15.2.3. By End User

    16.16. South Korea

        16.16.1. Pricing Analysis

        16.16.2. Market Share Analysis, 2022

            16.16.2.1. By Component

            16.16.2.2. By Application

            16.16.2.3. By End User

    16.17. Australia

        16.17.1. Pricing Analysis

        16.17.2. Market Share Analysis, 2022

            16.17.2.1. By Component

            16.17.2.2. By Application

            16.17.2.3. By End User

    16.18. New Zealand

        16.18.1. Pricing Analysis

        16.18.2. Market Share Analysis, 2022

            16.18.2.1. By Component

            16.18.2.2. By Application

            16.18.2.3. By End User

    16.19. GCC Countries

        16.19.1. Pricing Analysis

        16.19.2. Market Share Analysis, 2022

            16.19.2.1. By Component

            16.19.2.2. By Application

            16.19.2.3. By End User

    16.20. South Africa

        16.20.1. Pricing Analysis

        16.20.2. Market Share Analysis, 2022

            16.20.2.1. By Component

            16.20.2.2. By Application

            16.20.2.3. By End User

    16.21. Israel

        16.21.1. Pricing Analysis

        16.21.2. Market Share Analysis, 2022

            16.21.2.1. By Component

            16.21.2.2. By Application

            16.21.2.3. By End User

17. Market Structure Analysis

    17.1. Competition Dashboard

    17.2. Competition Benchmarking

    17.3. Market Share Analysis of Top Players

        17.3.1. By Regional

        17.3.2. By Component

        17.3.3. By Application

        17.3.4. By End User

18. Competition Analysis

    18.1. Competition Deep Dive

        18.1.1. Cisco Systems Inc.

            18.1.1.1. Overview

            18.1.1.2. Product Portfolio

            18.1.1.3. Profitability by Market Segments

            18.1.1.4. Sales Footprint

            18.1.1.5. Strategy Overview

                18.1.1.5.1. Marketing Strategy

        18.1.2. IBM Corporation

            18.1.2.1. Overview

            18.1.2.2. Product Portfolio

            18.1.2.3. Profitability by Market Segments

            18.1.2.4. Sales Footprint

            18.1.2.5. Strategy Overview

                18.1.2.5.1. Marketing Strategy

        18.1.3. SAP SE

            18.1.3.1. Overview

            18.1.3.2. Product Portfolio

            18.1.3.3. Profitability by Market Segments

            18.1.3.4. Sales Footprint

            18.1.3.5. Strategy Overview

                18.1.3.5.1. Marketing Strategy

        18.1.4. Oracle Corporation

            18.1.4.1. Overview

            18.1.4.2. Product Portfolio

            18.1.4.3. Profitability by Market Segments

            18.1.4.4. Sales Footprint

            18.1.4.5. Strategy Overview

                18.1.4.5.1. Marketing Strategy

        18.1.5. Intel Corporation

            18.1.5.1. Overview

            18.1.5.2. Product Portfolio

            18.1.5.3. Profitability by Market Segments

            18.1.5.4. Sales Footprint

            18.1.5.5. Strategy Overview

                18.1.5.5.1. Marketing Strategy

        18.1.6. Microsoft Corporation

            18.1.6.1. Overview

            18.1.6.2. Product Portfolio

            18.1.6.3. Profitability by Market Segments

            18.1.6.4. Sales Footprint

            18.1.6.5. Strategy Overview

                18.1.6.5.1. Marketing Strategy

        18.1.7. Huawei Technologies Co. Ltd.

            18.1.7.1. Overview

            18.1.7.2. Product Portfolio

            18.1.7.3. Profitability by Market Segments

            18.1.7.4. Sales Footprint

            18.1.7.5. Strategy Overview

                18.1.7.5.1. Marketing Strategy

        18.1.8. Amazon Web Services Inc.

            18.1.8.1. Overview

            18.1.8.2. Product Portfolio

            18.1.8.3. Profitability by Market Segments

            18.1.8.4. Sales Footprint

            18.1.8.5. Strategy Overview

                18.1.8.5.1. Marketing Strategy

        18.1.9. Siemens AG

            18.1.9.1. Overview

            18.1.9.2. Product Portfolio

            18.1.9.3. Profitability by Market Segments

            18.1.9.4. Sales Footprint

            18.1.9.5. Strategy Overview

                18.1.9.5.1. Marketing Strategy

        18.1.10. Zebra Technologies Corporation

            18.1.10.1. Overview

            18.1.10.2. Product Portfolio

            18.1.10.3. Profitability by Market Segments

            18.1.10.4. Sales Footprint

            18.1.10.5. Strategy Overview

                18.1.10.5.1. Marketing Strategy

19. Assumptions & Acronyms Used

20. Research Methodology

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