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Artificial Intelligence in Supply Chain Market - Global Forecast 2026-2032- Product Image
Artificial Intelligence in Supply Chain Market - Global Forecast 2026-2032- Product Image
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Artificial Intelligence in Supply Chain Market - Global Forecast 2026-2032

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    Report

  • 181 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 4995391
1h Free Analyst Time
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The Artificial Intelligence in Supply Chain Market is evolving rapidly as organizations seek technology-enabled solutions for greater efficiency, resilience, and adaptability across complex global networks. Senior leaders are prioritizing investments in AI to address heightened operational challenges and maintain a competitive edge amid fast-changing market conditions.

Market Snapshot: Artificial Intelligence in Supply Chain Market Growth


The Artificial Intelligence in Supply Chain Market increased from USD 8.01 billion in 2025 to USD 9.63 billion in 2026 and is forecasted to reach USD 30.68 billion by 2032, exhibiting a compound annual growth rate of 21.13%. This growth is driven by accelerated adoption of real-time data analytics, automation, and AI-enabled decision tools in logistics, manufacturing, and distribution processes. Companies are using artificial intelligence to automate manual workflows, enhance forecasting, and streamline operations across supply chain ecosystems.

Scope & Segmentation

  • Component Types: Includes specialized services—such as consulting, support, and maintenance—alongside integrated AI solutions applicable throughout the supply chain.
  • Technology Types: Encompasses advanced machine learning, natural language processing, robotic process automation, and cognitive platforms to interpret complex data and automate decisions.
  • Deployment Modes: Offers cloud-based (hybrid, private, public) and on-premise solutions configured to address diverse requirements for performance, compliance, and latency.
  • Organization Sizes: Large enterprises focus on multi-site AI integration; small and medium-sized enterprises typically adopt modular platforms designed for rapid deployment and scale.
  • Applications: Addresses predictive maintenance, inventory optimization, freight brokerage, compliance management, demand forecasting, route planning, and real-time orchestration across warehouses.
  • End User Verticals: Covers major industries including aerospace and defense, automotive, chemicals, food and beverages, healthcare and pharmaceuticals, manufacturing, retail and e-commerce, and transportation and logistics.
  • Geographic Regions: Focuses on the Americas, Europe, Middle East & Africa, and Asia-Pacific, each with distinctive drivers such as regulatory landscape, infrastructure development, and local innovation clusters shaping adoption.

Key Takeaways for Senior Decision Makers

  • Artificial intelligence supports a shift from reactive supply chain management to proactive orchestration through actionable insights that increase agility and minimize disruptions.
  • Edge computing combined with IoT sensors enables adaptive feedback loops, allowing continuous adjustment of supply chain activities and laying the groundwork for autonomous operations.
  • AI adoption is highly context-dependent: large companies invest in seamless, end-to-end environments, while smaller organizations benefit from easily deployable, preconfigured platforms that scale as needed.
  • Segment-specific AI applications meet pressing needs in forecasting, optimization, and risk management, providing opportunities for greater reliability and cost containment.
  • Regional leaders demonstrate diverse strategies; in the Americas, firms leverage autonomous vehicles and smart warehouses, while Asia-Pacific rapidly deploys robotics and digital twins to advance manufacturing and logistics.
  • Collaborative partnerships with technology vendors and academic groups foster innovation, accelerating AI adoption and delivering operational advantages across supply chain activities.

Tariff Impact on AI-Driven Supply Chain Agility

Recent United States tariffs in 2025 have increased cost pressures and hastened changes in sourcing strategies across supply industries. Organizations now turn to AI-powered automation and analytics for network reconfiguration, dynamic routing, and scenario-based planning. By simulating tariff impacts and optimizing supplier selection, companies reinforce business continuity and adapt more efficiently. Enhanced, real-time risk management using artificial intelligence has become indispensable for navigating such unpredictability.

Methodology & Data Sources

This analysis integrates qualitative research—gathered through executive interviews and sector expert insights—with quantitative approaches using industry surveys, financial records, and procurement datasets. An ecosystem mapping approach identifies innovation clusters and collaborative networks driving artificial intelligence adoption in supply chain operations.

Why This Report Matters

  • Provides essential intelligence on artificial intelligence adoption across the supply chain, supporting confident investment and strategic transformation planning.
  • Enables benchmarking of AI initiatives and positioning in relation to peers, sectors, and technology maturity to enhance competitive strategy formation.
  • Offers actionable recommendations for deploying scalable, data-driven solutions to strengthen future-ready, sustainable supply chain models.

Conclusion

Artificial intelligence is fundamentally reshaping supply chain strategies. Enterprises that embrace modular AI, robust data practices, and collaborative innovation are better positioned to drive operational excellence and sustain growth in dynamic global environments.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders
2. Research Methodology
2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations
3. Executive Summary
3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap
4. Market Overview
4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy
5. Market Insights
5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis
6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025
8. Artificial Intelligence in Supply Chain Market, by Component
8.1. Services
8.1.1. Consulting Services
8.1.2. Deployment & Integration
8.1.3. Support & Maintenance
8.2. Solutions
9. Artificial Intelligence in Supply Chain Market, by Technology Type
9.1. Deep Learning
9.2. Natural Language Processing
9.3. Robotics Process Automation
10. Artificial Intelligence in Supply Chain Market, by Deployment Mode
10.1. Cloud-Based
10.1.1. Hybrid Cloud
10.1.2. Private Cloud
10.1.3. Public Cloud
10.2. On-Premise
10.2.1. Data Centers
10.2.2. Local Servers
11. Artificial Intelligence in Supply Chain Market, by Organization Size
11.1. Large Enterprises
11.2. Small & Medium Enterprises
12. Artificial Intelligence in Supply Chain Market, by Application
12.1. Fleet Management
12.1.1. Predictive Maintenance
12.1.2. Route Optimization
12.2. Freight Brokerage
12.3. Risk Management
12.3.1. Compliance Monitoring
12.3.2. Supplier Risk Assessment
12.4. Supply Chain Planning
12.4.1. Demand Forecasting
12.4.2. Procurement Optimization
12.5. Warehouse Management
12.5.1. Inventory Management
12.5.2. Order Fulfillment
13. Artificial Intelligence in Supply Chain Market, by End-User
13.1. Aerospace & Defense
13.2. Automotive
13.3. Chemicals
13.4. Food & Beverages
13.5. Healthcare and Pharmaceuticals
13.6. Manufacturing
13.7. Retail & E-Commerce
13.8. Transportation & Logistics
14. Artificial Intelligence in Supply Chain Market, by Region
14.1. Americas
14.1.1. North America
14.1.2. Latin America
14.2. Europe, Middle East & Africa
14.2.1. Europe
14.2.2. Middle East
14.2.3. Africa
14.3. Asia-Pacific
15. Artificial Intelligence in Supply Chain Market, by Group
15.1. ASEAN
15.2. GCC
15.3. European Union
15.4. BRICS
15.5. G7
15.6. NATO
16. Artificial Intelligence in Supply Chain Market, by Country
16.1. United States
16.2. Canada
16.3. Mexico
16.4. Brazil
16.5. United Kingdom
16.6. Germany
16.7. France
16.8. Russia
16.9. Italy
16.10. Spain
16.11. China
16.12. India
16.13. Japan
16.14. Australia
16.15. South Korea
17. United States Artificial Intelligence in Supply Chain Market
18. China Artificial Intelligence in Supply Chain Market
19. Competitive Landscape
19.1. Market Concentration Analysis, 2025
19.1.1. Concentration Ratio (CR)
19.1.2. Herfindahl Hirschman Index (HHI)
19.2. Recent Developments & Impact Analysis, 2025
19.3. Product Portfolio Analysis, 2025
19.4. Benchmarking Analysis, 2025
19.5. Accenture PLC
19.6. Alibaba Group
19.7. Amazon Web Services, Inc.
19.8. Berkshire Grey, Inc.
19.9. Blue Yonder Group, Inc.
19.10. Capgemini SE
19.11. Cisco Systems, Inc.
19.12. Coupa Software Inc.
19.13. Deutsche Post AG
19.14. e2open, LLC
19.15. Genpact Limited
19.16. Google LLC by Alphabet Inc.
19.17. Infosys Limited
19.18. Intel Corporation
19.19. International Business Machines Corporation
19.20. Kinaxis Inc.
19.21. Logility Supply Chain Solutions, Inc.
19.22. Manhattan Associates, Inc.
19.23. Micron Technology, Inc.
19.24. Microsoft Corporation
19.25. NVIDIA Corporation
19.26. Oracle Corporation
19.27. RELEX Oy
19.28. Robert Bosch GmbH
19.29. Salesforce, Inc.
19.30. SAP SE
19.31. Siemens AG
19.32. Tata Consultancy Services Limited
19.33. UiPath, Inc.
19.34. Workday, Inc.
List of Figures
FIGURE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 13. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 14. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY REGION, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 112. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 113. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 114. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2032 (USD MILLION)
TABLE 115. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 116. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 117. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 118. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 119. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 120. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2032 (USD MILLION)
TABLE 121. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 122. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 123. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 124. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 125. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 126. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 127. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 128. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 129. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 130. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 131. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 132. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 133. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 134. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 135. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 136. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 137. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 138. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 139. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 140. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 141. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 142. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 143. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 144. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 145. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 146. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 147. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 148. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 149. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 150. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 151. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 152. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 153. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 154. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 155. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 156. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 157. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 158. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 159. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 160. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 161. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 162. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 163. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 164. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 165. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 166. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 167. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 168. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 169. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 170. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 171. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 172. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 173. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 174. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 175. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 176. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 177. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 178. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 180. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 181. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 182. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 183. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 184. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 185. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 186. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 187. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 188. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 189. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 190. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 191. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 192. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 193. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 194. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 195. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 196. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 197. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 198. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 199. EUROPE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 200. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 201. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 202. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 203. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 204. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 205. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 206. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 207. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 208. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 209. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 210. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 211. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 212. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 213. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 214. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 215. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 216. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 217. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 218. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 219. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 220. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 221. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 222. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 223. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 224. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 225. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 226. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 227. AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 228. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 229. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 230. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 231. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 232. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 233. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 234. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 235. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 236. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 237. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 238. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 239. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 240. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 241. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 242. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 243. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 244. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 245. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 246. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 247. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 248. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 249. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 250. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 251. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 252. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 253. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 254. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 255. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 256. ASEAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2032 (USD MILLION)
TABLE 257. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 258. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 259. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 260. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 261. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 262. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2032 (USD MILLION)
TABLE 263. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2032 (USD MILLION)
TABLE 264. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2032 (USD MILLION)
TABLE 265. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 266. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 267. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 268. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2032 (USD MILLION)
TABLE 269. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 270. GCC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY

Companies Mentioned

The key companies profiled in this Artificial Intelligence in Supply Chain market report include:
  • Accenture PLC
  • Adobe Inc.
  • Alibaba Group
  • Altron Limited
  • Amazon Web Services, Inc.
  • Autodesk, Inc.
  • Baidu, Inc.
  • Berkshire Grey, Inc.
  • Blue Yonder Group, Inc.
  • Business Connexion (Pty) Ltd.
  • C3.ai, Inc.
  • Capgemini SE
  • Cisco Systems, Inc.
  • CLEVVA Pty. Ltd.
  • Cortex Logic
  • Coupa Software Inc.
  • Databricks, Inc.
  • DataProphet Proprietary Limited
  • Deutsche Post AG
  • e2open, LLC
  • General Electric Company
  • Genpact Limited
  • Google LLC by Alphabet Inc.
  • H2O.ai, Inc.
  • iiDENTIFii (PTY) Ltd.
  • Infosys Limited
  • Intel Corporation
  • International Business Machines Corporation
  • Kinaxis Inc.
  • Logility Supply Chain Solutions, Inc.
  • Manhattan Associates, Inc.
  • Micron Technology, Inc.
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI OpCo, LLC
  • Oracle Corporation
  • Palantir Technologies Inc.
  • Qualcomm Inc.
  • RELEX Oy
  • Robert Bosch GmbH
  • Salesforce, Inc.
  • SAP SE
  • SAS Institute Inc.
  • ServiceNow, Inc.
  • Siemens AG
  • Tata Consultancy Services Limited
  • Tencent Holdings Ltd.
  • UiPath, Inc.
  • Workday, Inc.

Table Information

Report AttributeDetails
No. of Pages181
PublishedJanuary 2026
Forecast Period2026 - 2032
Estimated Market Value ( USD ) in 2026 $ 9.63 Billion
Forecasted Market Value ( USD ) by 2032 $ 30.68 Billion
Compound Annual Growth Rate21.1%
Regions CoveredGlobal
No. of Companies Mentioned50

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