Report Overview

Increasing cybersecurity threats, stringent regulations, growing adoption of cloud-based solutions, and demand for real-time security monitoring and analytics further boost the growth of the Global Artificial Intelligence (AI) in Supply Chain and Logistics Market during the forecast period between 2024 and 2030.

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market – Industry Trends & Forecast Report, 2030

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market size by value was estimated at USD 3.21 billion in 2023. During the forecast period between 2024 and 2030, the Global Artificial Intelligence (AI) in Supply Chain and Logistics Market size is expected to expand at a CAGR of 23.12% reaching a value of USD 14.86 billion by 2030. Key drivers of Global Artificial Intelligence (AI) in the Supply Chain and Logistics Market include escalating demand for streamlined operations, cost optimization, and enhanced efficiency. AI solutions enable predictive analytics, real-time monitoring, and automation, revolutionizing traditional supply chain management. Major players like IBM and Amazon are spearheading AI integration, offering robust platforms for logistics optimization and demand forecasting. The global significance of AI lies in its capacity to mitigate supply chain risks, optimize inventory management, and enhance customer experiences. As businesses increasingly adopt AI-driven solutions, they gain competitive advantages, fostering innovation and reshaping global supply chain dynamics to meet evolving consumer demands efficiently and sustainably.

Artificial Intelligence (AI) in Supply Chain and Logistics – Overview

Artificial Intelligence (AI) revolutionizes supply chain and logistics by leveraging machine intelligence for data interpretation and task execution. AI applications encompass data extraction, analysis, and supply-demand planning, alongside autonomous vehicle management. Enhancements in warehouse operations, encompassing shipping, receiving, storage, picking, and management, are facilitated. Logistics optimization occurs through AI-driven warehouse and distribution processes. Improved supply-chain management is achieved through end-to-end visibility, demand forecasting, dynamic planning optimization, integrated business planning, and dimensional flow automation. Additionally, AI fosters agility, scalability, and adaptability, enabling businesses to respond effectively to dynamic market demands and enhance overall performance and quality in supply chain and logistics operations.

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market

Growth Drivers

Boosting Warehousing Efficiency

Efficiency in warehousing is paramount for smooth supply chain operations. Leveraging AI-driven automation streamlines processes, accelerating item retrieval and order fulfillment. These systems swiftly tackle warehouse challenges, simplifying complex tasks and reducing dependency on manual labor. Consequently, valuable time is saved while operational costs and reliance on staff are significantly diminished.

Elevating Safety Standards

AI-powered automation tools revolutionize warehouse safety protocols, ensuring meticulous planning and management. By analyzing safety data, AI enhances worker and material safety, preemptively identifying potential risks. It continuously monitors stocking parameters, facilitating prompt adjustments and proactive maintenance. The proactive approach enables swift and decisive actions to uphold warehouse security and regulatory compliance, safeguarding both personnel and assets.

Challenges

Substantial Investments in Personnel Training

The implementation of AI in the Global Supply Chain and Logistics Market necessitates substantial investment in personnel training, both in terms of time and finances. The requirement for training poses a significant restraint on adoption and effective utilization. Collaborative efforts between supply chain partners and AI providers are essential to develop cost-effective and impactful training solutions during the integration phase. Failure to address the restraint adequately may hinder business efficiency and delay the realization of AI's potential benefits in supply chain operations.

Impact of Escalating Geopolitical Tensions on Global Artificial Intelligence (AI) in Supply Chain and Logistics Market

Escalating geopolitical tensions can significantly affect the growth of Global Artificial Intelligence (AI) in Supply Chain and Logistics Market. Heightened trade restrictions and geopolitical conflicts can disrupt supply chains, necessitating increased reliance on AI for resilience and efficiency. For instance, during the US-China trade war, companies turned to AI-driven predictive analytics to mitigate risks and optimize supply chain operations. Additionally, political instability in regions rich in critical resources may lead to supply shortages, prompting organizations to invest in AI-powered demand forecasting and inventory management systems. Moreover, sanctions and export controls imposed due to geopolitical tensions can hinder the free flow of technology and talent essential for AI development, potentially stunting innovation and adoption in the supply chain and logistics sector. These factors collectively underscore the significant influence of geopolitical dynamics on the trajectory of the AI in supply chain and logistics market.

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market

Segmental Coverage

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market – By Type

Based on type, Global Artificial Intelligence (AI) in Supply Chain and Logistics Market is divided into Artificial Neural Networks and Machine Learning segments. The machine learning segment is a larger type in the Global Artificial Intelligence (AI) in Supply Chain and Logistics Market. Machine learning techniques enable systems to automatically learn and improve from experience without being explicitly programmed, making them integral to optimizing supply chain and logistics operations. The segment encompasses a broad range of applications, including predictive analytics, demand forecasting, route optimization, and inventory management. Its versatility and effectiveness in handling complex data sets make machine learning a cornerstone of AI-driven solutions in the supply chain and logistics industry, driving significant advancements in efficiency, cost reduction, and overall performance.

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market – By Application

Based on application, Global Artificial Intelligence (AI) in Supply Chain and Logistics Market is divided into Inventory Control & Planning, Transportation Network Design, Purchasing & Supply Management, and Demand Planning & Forecasting segments. The inventory control and planning segment is the highest contributor to the Global Artificial Intelligence (AI) in the Supply Chain and Logistics Market. The segment encompasses the use of AI technologies to optimize inventory levels, manage stock, and forecast demand more accurately. By leveraging AI algorithms, businesses can streamline their inventory management processes, reduce carrying costs, and minimize stockouts or overstock situations. The emphasis on efficient inventory control and planning highlights the significant role AI plays in enhancing supply chain operations, ultimately contributing to improved productivity and cost savings for companies operating in diverse industries.

Global Artificial Intelligence (AI) in Supply Chain and Logistics Market – By Region

By region, Global Artificial Intelligence (AI) in Supply Chain and Logistics Market is divided into North America, Europe, Asia Pacific (APAC), Latin America (LATAM), and Middle East and Africa (MEA). North America is a leading region in the market, due to its advanced technological infrastructure, robust investment in AI research and development, and the widespread adoption of AI-driven solutions in supply chain and logistics operations. The region's mature market ecosystem, coupled with a strong emphasis on innovation and efficiency, positions North America as a dominant player in leveraging AI to optimize supply chain and logistics processes.

Competitive Landscape

Major players in the Global Artificial Intelligence (AI) in Supply Chain and Logistics Market include Echo Global Logistics, LivePerson, Infor, Covariant, Zebra Technologies, HAVI, C3 AI, Symbotic, IBM, Amazon Web Services Inc, SAP, and Microsoft Corporation. To further enhance their market share, these companies employ various strategies, including mergers and acquisitions, partnerships, joint ventures, license agreements, and new product launches.

Scope of the Report

 

Attributes	Details
Years Considered	Historical Data – 2019–2023
	Base Year – 2023
	Estimated Year – 2024
	Forecast Period – 2024–2030
Facts Covered	Revenue in USD Billion
Market Coverage	North America, Europe, Asia Pacific (APAC), Latin America (LATAM), Middle East and Africa (MEA)
Product/Service Segmentation	Type, Application, Region
Key Players	Echo Global Logistics, LivePerson, Infor, Covariant, Zebra Technologies, HAVI, C3 AI, Symbotic, IBM, Amazon Web Services Inc, SAP, Microsoft Corporation

 

By Type

• Artificial Neural Networks

• Machine Learning

By Application

• Inventory Control & Planning

• Transportation Network Design

• Purchasing & Supply Management

• Demand Planning & Forecasting

By Region

• North America

• Europe

• Asia Pacific (APAC)

• Latin America (LATAM)

• Middle East and Africa (MEA)

1. Research Framework
   1. Research Objective
   2. Product Overview
   3. Market Segmentation
2. Executive Summary
3. Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Insights
   1. Industry Value Chain Analysis
   2. DROC Analysis
      1. Growth Drivers
         1. Increasing demand for efficiency and optimization
         2. Growing adoption of cloud computing and big data
         3. Need for improved visibility and transparency
         4. Rising labor costs
      2. Restraints
         1. High upfront costs
         2. Ethical considerations and bias
      3. Opportunities
         1. Increasing focus on sustainability
         2. Advancement in technology
      4. Challenges
         1. Data security and privacy concerns
         2. Integration with existing infrastructure
   3. Technological Advancements/Recent Developments
   4. Regulatory Framework
   5. Porter’s Five Forces Analysis
      1. Bargaining Power of Suppliers
      2. Bargaining Power of Buyers
      3. Threat of New Entrants
      4. Threat of Substitutes
      5. Intensity of Rivalry
4. Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Marketing Strategies
5. Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Overview
   1. Market Size & Forecast, 2019–2030
      1. By Value (USD Billion)
   2. Market Share & Forecast
      1. By Type
         1. Artificial Neural Networks
         2. Machine Learning
         3. Other
      2. By Application
         1. Inventory Control and Planning
         2. Transportation Network Design
         3. Purchasing and Supply Management
         4. Demand Planning and Forecasting
         5. Others
      3. By Region
         1. North America
         2. Europe
         3. Asia Pacific (APAC)
         4. Latin America (LATAM)
         5. Middle East and Africa (MEA)
6. North America Artificial Intelligence (AI) in Supply Chain and Logistics Market
   1. Market Size & Forecast, 2019–2030
      1. By Value (USD Billion)
   2. Market Share & Forecast
      1. By Type
      2. By Application
      3. By Country
         1. United States
            1. By Type
            2. By Application
         2. Canada
            1. By Type
            2. By Application
7. Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market
   1. Market Size & Forecast, 2019–2030
      1. By Value (USD Billion)
   2. Market Share & Forecast
      1. By Type
      2. By Application
      3. By Country
         1. Germany
            1. By Type
            2. By Application
         2. United Kingdom
            1. By Type
            2. By Application
         3. Italy
            1. By Type
            2. By Application
         4. France
            1. By Type
            2. By Application
         5. Spain
            1. By Type
            2. By Application
         6. Belgium
            1. By Type
            2. By Application
         7. Russia
            1. By Type
            2. By Application
            3.  
         8. The Netherlands
            1. By Type
            2. By Application
         9. Rest of Europe
            1. By Type
            2. By Application
8. Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market
   1. Market Size & Forecast, 2019–2030
      1. By Value (USD Billion)
   2. Market Share & Forecast
      1. By Type
      2. By Application
      3. By Country
         1. China
            1. By Type
            2. By Application
         2. India
            1. By Type
            2. By Application
         3. Japan
            1. By Type
            2. By Application
         4. South Korea
            1. By Type
            2. By Application
         5. Australia & New Zealand
            1. By Type
            2. By Application
         6. Indonesia
            1. By Type
            2. By Application
         7. Malaysia
            1. By Type
            2. By Application
         8. Singapore
            1. By Type
            2. By Application
         9. Vietnam
            1. By Type
            2. By Application
         10. Rest of APAC
             1. By Type
             2. By Application
9. Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market
   1. Market Size & Forecast, 2019–2030
      1. By Value (USD Billion)
   2. Market Share & Forecast
      1. By Type
      2. By Application
      3. By Country
         1. Brazil
            1. By Type
            2. By Application
         2. Mexico
            1. By Type
            2. By Application
         3. Argentina
            1. By Type
            2. By Application
         4. Peru
            1. By Type
            2. By Application
         5. Rest of LATAM
            1. By Type
            2. By Application
10. Middle East & Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market
    1. Market Size & Forecast, 2019–2030
       1. By Value (USD Billion)
    2. Market Share & Forecast
       1. By Type
       2. By Application
       3. By Country
          1. Saudi Arabia
             1. By Type
             2. By Application
          2. UAE
             1. By Type
             2. By Application
          3. Qatar
             1. By Type
             2. By Application
          4. Kuwait
             1. By Type
             2. By Application
          5. South Africa
             1. By Type
             2. By Application
          6. Nigeria
             1. By Type
             2. By Application
          7. Algeria
             1. By Type
             2. By Application
          8. Rest of MEA
             1. By Type
             2. By Application
11. Competitive Landscape
    1. List of Key Players and Their Offerings
    2. Global Artificial Intelligence (AI) in Supply Chain and Logistics Company Market Share Analysis, 2023
    3. Competitive Benchmarking, By Operating Parameters
    4. Key Strategic Developments (Mergers, Acquisitions, Partnerships, etc.)
12. Impact of Escalating Geopolitical Tensions on Global Artificial Intelligence (AI) in Supply Chain and Logistics Market
13. Company Profiles (Company Overview, Financial Matrix, Competitive Landscape, Key Personnel, Key Competitors, Contact Address, Strategic Outlook, and SWOT Analysis)
    1. Echo Global Logistics
    2. LivePerson
    3. Infor
    4. Covariant
    5. Zebra Technologies
    6. HAVI
    7. C3 AI
    8. Symbotic
    9. IBM
    10.  Amazon Web Services Inc
    11. SAP
    12. Microsoft Corporation
    13. Other Prominent Players
14. Key Strategic Recommendations
15. Research Methodology
    1. Qualitative Research
       1. Primary & Secondary Research
    2. Quantitative Research
    3.  Market Breakdown & Data Triangulation
       1.  Secondary Research˙
       2.  Primary Research
    4.  Breakdown of Primary Research Respondents, By Region
    5.  Assumptions & Limitations

 

*Financial information of non-listed companies can be provided as per availability.

**The segmentation and the companies are subject to modifications based on in-depth secondary research for the final deliverable.

 

List of Figures

 

Figure 1       Global Artificial Intelligence (AI) in Supply Chain and Logistics Segmentation

Figure 2       Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Value Chain Analysis

Figure 3       Company Market Share Analysis, 2023

Figure 4       Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 5       Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 6       Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 7       Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Region, By Value, 2019–2030

Figure 8       North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 9       North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 10     North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 11     North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Country, By Value, 2019–2030

Figure 12     United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 13     United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 14     United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 15     Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 16     Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 17     Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 18     Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 19     Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 20     Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 21     Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Country, By Value, 2019–2030

Figure 22     Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 23     Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 24     Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 25     United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 26     United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 27     United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 28     Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 29     Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 30     Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 31     France Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 32     France Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 33     France Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 34     Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 35     Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 36     Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 37     Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 38     Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 39     Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 40     Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 41     Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 42     Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 43     The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 44     The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 45     The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 46     Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 47     Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 48     Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 49     Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 50     Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 51     Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 52     Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Country, By Value, 2019–2030

Figure 53     China Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 54     China Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 55     China Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 56     India Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 57     India Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 58     India Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 59     Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 60     Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 61     Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 62     South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 63     South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 64     South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 65     Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 66     Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 67     Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 68     Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 69     Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 70     Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 71     Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 72     Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 73     Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 74     Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 75     Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 76     Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 77     Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 78     Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 79     Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 80     Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 81     Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 82     Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 83     Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 84     Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 85     Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 86     Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Country, By Value, 2019–2030

Figure 87     Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 88     Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 89     Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 90     Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 91     Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 92     Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 93     Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 94     Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 95     Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 96     Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 97     Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 98     Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 99     Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 100   Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 101   Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 102   Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 103   Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 104   Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 105   Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Country, By Value, 2019–2030

Figure 106   Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 107   Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 108   Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 109   UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 110   UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 111   UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 112   Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 113   Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 114   Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 115   Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 116   Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 117   Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 118   South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 119   South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 120   South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 121   Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 122   Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 123   Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 124   Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 125   Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 126   Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

Figure 127   Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Figure 128   Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Type, By Value, 2019–2030

Figure 129   Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Share, By Application, By Value, 2019–2030

 

List of Tables

 

Table 1        Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 2        Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 3        Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 4        Global Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Region, By Value, 2019–2030

Table 5        North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 6        North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 7        North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 8        North America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Country, By Value, 2019–2030

Table 9        United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 10      United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 11      United States Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 12      Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 13      Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 14      Canada Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 15      Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 16      Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 17      Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 18      Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Country, By Value, 2019–2030

Table 19      Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 20      Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 21      Germany Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 22      United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 23      United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 24      United Kingdom Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 25      Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 26      Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 27      Italy Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 28      France Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 29      France Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 30      France Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 31      Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 32      Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 33      Spain Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 34      Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 35      Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 36      Belgium Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 37      Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 38      Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 39      Russia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 40      The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 41      The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 42      The Netherlands Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 43      Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 44      Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 45      Rest of Europe Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 46      Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 47      Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 48      Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 49      Asia Pacific Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Country, By Value, 2019–2030

Table 50      China Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 51      China Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 52      China Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 53      India Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 54      India Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 55      India Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 56      Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 57      Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 58      Japan Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 59      South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 60      South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 61      South Korea Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 62      Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 63      Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 64      Australia & New Zealand Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 65      Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 66      Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 67      Indonesia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 68      Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 69      Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 70      Malaysia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 71      Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 72      Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 73      Singapore Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 74      Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 75      Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 76      Vietnam Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 77      Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 78      Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 79      Rest of APAC Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 80      Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 81      Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 82      Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 83      Latin America Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Country, By Value, 2019–2030

Table 84      Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 85      Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 86      Brazil Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 87      Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 88      Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 89      Mexico Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 90      Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 91      Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 92      Argentina Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 93      Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 94      Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 95      Peru Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 96      Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 97      Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 98      Rest of LATAM Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 99      Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 100    Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 101    Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 102    Middle East and Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Country, By Value, 2019–2030

Table 103    Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 104    Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 105    Saudi Arabia Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 106    UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 107    UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 108    UAE Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 109    Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 110    Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 111    Qatar Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 112    Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 113    Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 114    Kuwait Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 115    South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 116    South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 117    South Africa Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 118    Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 119    Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 120    Nigeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 121    Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 122    Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 123    Algeria Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 124    Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Value (USD Billion), 2019–2030

Table 125    Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Type, By Value, 2019–2030

Table 126    Rest of MEA Artificial Intelligence (AI) in Supply Chain and Logistics Market Size, By Application, By Value, 2019–2030

Table 127    Echo Global Logistics Company Overview

Table 128    Echo Global Logistics Financial Overview

Table 129    LivePerson Company Overview

Table 130    LivePerson Financial Overview

Table 131    Infor Company Overview

Table 132    Infor Financial Overview

Table 133    Covariant Company Overview

Table 134    Covariant Financial Overview

Table 135    Zebra Technologies Company Overview

Table 136    Zebra Technologies Financial Overview

Table 137    HAVI Company Overview

Table 138    HAVI Financial Overview

Table 139    C3 AI Company Overview

Table 140    C3 AI Financial Overview

Table 141    Symbotic Company Overview

Table 142    Symbotic Financial Overview

Table 143    IBM Company Overview

Table 144    IBM Financial Overview

Table 145    Amazon Web Services Inc Company Overview

Table 146    Amazon Web Services Inc Financial Overview

Table 147    SAP Company Overview

Table 148    SAP Financial Overview

Table 149    Microsoft Corporation Company Overview

Table 150    Microsoft Corporation Financial Overview