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Artificial Intelligence in Supply Chain Market by Component (Services, Solutions), Technology Type (Deep Learning, Natural Language Processing, Robotics Process Automation), Deployment Mode, Organization Size, Application, End-User - Global Forecast 2025-2030- Product Image
Artificial Intelligence in Supply Chain Market by Component (Services, Solutions), Technology Type (Deep Learning, Natural Language Processing, Robotics Process Automation), Deployment Mode, Organization Size, Application, End-User - Global Forecast 2025-2030- Product Image
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Artificial Intelligence in Supply Chain Market by Component (Services, Solutions), Technology Type (Deep Learning, Natural Language Processing, Robotics Process Automation), Deployment Mode, Organization Size, Application, End-User - Global Forecast 2025-2030

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  • 187 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 4995391
UP TO OFF until Jan 01st 2026
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The Artificial Intelligence in Supply Chain Market is transforming how organizations optimize logistics, procurement, and operational agility. Forward-thinking leaders are leveraging AI-driven tools to increase visibility, improve risk mitigation, and drive resilience across increasingly complex, global networks.

Market Snapshot: Artificial Intelligence in Supply Chain Market

The Artificial Intelligence in Supply Chain Market grew from USD 6.68 billion in 2024 to USD 8.01 billion in 2025. It is expected to continue growing at a CAGR of 20.46%, reaching USD 20.42 billion by 2030.

Scope & Segmentation

  • Component: Services (Consulting Services, Deployment & Integration, Support & Maintenance) and Solutions
  • Technology Type: Deep Learning, Natural Language Processing, Robotics Process Automation
  • Deployment Mode: Cloud-Based (Hybrid Cloud, Private Cloud, Public Cloud) and On-Premise (Data Centers, Local Servers)
  • Organization Size: Large Enterprises, Small & Medium Enterprises
  • Application: Fleet Management (Predictive Maintenance, Route Optimization), Freight Brokerage, Risk Management (Compliance Monitoring, Supplier Risk Assessment), Supply Chain Planning (Demand Forecasting, Procurement Optimization), Warehouse Management (Inventory Management, Order Fulfillment)
  • End-User Vertical: Aerospace & Defense, Automotive, Chemicals, Food & Beverages, Healthcare and Pharmaceuticals, Manufacturing, Retail & E-Commerce, Transportation & Logistics
  • Regional Coverage: Americas (United States: California, Texas, New York, Florida, Illinois, Pennsylvania, Ohio; Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (United Kingdom, Germany, France, Russia, Italy, Spain, United Arab Emirates, Saudi Arabia, South Africa, Denmark, Netherlands, Qatar, Finland, Sweden, Nigeria, Egypt, Turkey, Israel, Norway, Poland, Switzerland), Asia-Pacific (China, India, Japan, Australia, South Korea, Indonesia, Thailand, Philippines, Malaysia, Singapore, Vietnam, Taiwan)
  • Leading Companies: Accenture PLC, Alibaba Group, Amazon Web Services, Inc., Berkshire Grey, Inc., Blue Yonder Group, Inc., Capgemini SE, Cisco Systems, Inc., Coupa Software Inc., Deutsche Post AG, e2open, LLC, Genpact Limited, Google LLC by Alphabet Inc., 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, Oracle Corporation, RELEX Oy, Robert Bosch GmbH, Salesforce, Inc., SAP SE, Siemens AG, Tata Consultancy Services Limited, UiPath, Inc., Workday, Inc.

Key Takeaways

  • Executives now prioritize AI-led transparency, enabling adaptive planning and early risk detection throughout procurement, logistics, and fulfillment workflows.
  • Digital twins and real-time data integration empower organizations to simulate scenarios, stress-test operational strategies, and map out more effective, resilient supply chain architectures.
  • Deployment models vary, with cloud-based solutions offering rapid scalability, while on-premise systems meet strict latency and compliance requirements for sensitive industries.
  • AI is advancing strategic sourcing by uncovering hidden supplier risks, facilitating rapid shifts between nearshoring, dual-sourcing, and alternative logistics approaches.
  • Regional strategies differ: the Americas emphasize legacy integration, EMEA invests in responsible AI and provenance, and Asia-Pacific accelerates robotics adoption for high-growth commerce sectors.
  • Collaborative partnerships, domain-specific AI algorithms, and outcome-based solution models drive innovation and determine success in a competitive landscape.

Tariff Impact

The 2025 revisions to US tariff structures are influencing cost structures and supplier selection strategies across many sectors. Organizations are adopting AI-powered analytics and digital twins to anticipate tariff-related disruptions, evaluate alternative sourcing, and enhance overall cost resilience. Scenario modeling and nearshoring initiatives are supporting companies as they adapt to new regulatory and trade requirements.

Methodology & Data Sources

This report applies a multi-phase methodology, combining structured executive interviews with analysis of industry journals and regulatory documents. Segmentation by technology, organization size, and application aligns with industry standards. Cross-validation and expert workshops were conducted to ensure accuracy, while strict data integrity protocols safeguard unbiased findings.

Why This Report Matters

  • Delivers actionable insights to inform AI adoption in evolving supply chain environments and guide strategic decision-making.
  • Supports risk mitigation, digital integration, and compliance planning through detailed sector, regional, and use case frameworks.
  • Empowers leaders to benchmark their strategies against competitors and identify partners for technological and operational innovation.

Conclusion

Senior leaders seeking to harness AI’s potential in supply chain management will find clear pathways to enhanced efficiency, agility, and resilience in this report. Actionable analysis enables forward planning and sustainable operational improvements.

 

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 Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Advancement in machine learning algorithms enhacing supplier selection and performance evaluation processes
5.2. Increasing impact of AI on optimizing last-mile delivery and logistics in supply chain operations
5.3. Advancements in natural language processing enabling smarter supplier communication and management
5.4. Development of AI-enabled digital twins to simulate and optimize complex supply chain networks
5.5. Advanced predictive analytics powered by AI optimizing demand forecasting and inventory management
5.6. Implementing AI-enabled blockchain for transparent and secure supply chain transactions
5.7. Developing AI-supported sustainability initiatives for greener and more ethical supply chains
5.8. Utilizing AI for improved quality control and defect detection in manufacturing supply chains
5.9. AI integration in real-time supply chain monitoring for enhanced risk management and disruption response
5.10. Adoption of AI-driven automation in warehouse management and asset tracking
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Artificial Intelligence in Supply Chain Market, by Component
8.1. Introduction
8.2. Services
8.2.1. Consulting Services
8.2.2. Deployment & Integration
8.2.3. Support & Maintenance
8.3. Solutions
9. Artificial Intelligence in Supply Chain Market, by Technology Type
9.1. Introduction
9.2. Deep Learning
9.3. Natural Language Processing
9.4. Robotics Process Automation
10. Artificial Intelligence in Supply Chain Market, by Deployment Mode
10.1. Introduction
10.2. Cloud-Based
10.2.1. Hybrid Cloud
10.2.2. Private Cloud
10.2.3. Public Cloud
10.3. On-Premise
10.3.1. Data Centers
10.3.2. Local Servers
11. Artificial Intelligence in Supply Chain Market, by Organization Size
11.1. Introduction
11.2. Large Enterprises
11.3. Small & Medium Enterprises
12. Artificial Intelligence in Supply Chain Market, by Application
12.1. Introduction
12.2. Fleet Management
12.2.1. Predictive Maintenance
12.2.2. Route Optimization
12.3. Freight Brokerage
12.4. Risk Management
12.4.1. Compliance Monitoring
12.4.2. Supplier Risk Assessment
12.5. Supply Chain Planning
12.5.1. Demand Forecasting
12.5.2. Procurement Optimization
12.6. Warehouse Management
12.6.1. Inventory Management
12.6.2. Order Fulfillment
13. Artificial Intelligence in Supply Chain Market, by End-User
13.1. Introduction
13.2. Aerospace & Defense
13.3. Automotive
13.4. Chemicals
13.5. Food & Beverages
13.6. Healthcare and Pharmaceuticals
13.7. Manufacturing
13.8. Retail & E-Commerce
13.9. Transportation & Logistics
14. Americas Artificial Intelligence in Supply Chain Market
14.1. Introduction
14.2. United States
14.3. Canada
14.4. Mexico
14.5. Brazil
14.6. Argentina
15. Europe, Middle East & Africa Artificial Intelligence in Supply Chain Market
15.1. Introduction
15.2. United Kingdom
15.3. Germany
15.4. France
15.5. Russia
15.6. Italy
15.7. Spain
15.8. United Arab Emirates
15.9. Saudi Arabia
15.10. South Africa
15.11. Denmark
15.12. Netherlands
15.13. Qatar
15.14. Finland
15.15. Sweden
15.16. Nigeria
15.17. Egypt
15.18. Turkey
15.19. Israel
15.20. Norway
15.21. Poland
15.22. Switzerland
16. Asia-Pacific Artificial Intelligence in Supply Chain Market
16.1. Introduction
16.2. China
16.3. India
16.4. Japan
16.5. Australia
16.6. South Korea
16.7. Indonesia
16.8. Thailand
16.9. Philippines
16.10. Malaysia
16.11. Singapore
16.12. Vietnam
16.13. Taiwan
17. Competitive Landscape
17.1. Market Share Analysis, 2024
17.2. FPNV Positioning Matrix, 2024
17.3. Competitive Analysis
17.3.1. Accenture PLC
17.3.2. Alibaba Group
17.3.3. Amazon Web Services, Inc.
17.3.4. Berkshire Grey, Inc.
17.3.5. Blue Yonder Group, Inc.
17.3.6. Capgemini SE
17.3.7. Cisco Systems, Inc.
17.3.8. Coupa Software Inc.
17.3.9. Deutsche Post AG
17.3.10. e2open, LLC
17.3.11. Genpact Limited
17.3.12. Google LLC by Alphabet Inc.
17.3.13. Infosys Limited
17.3.14. Intel Corporation
17.3.15. International Business Machines Corporation
17.3.16. Kinaxis Inc.
17.3.17. Logility Supply Chain Solutions, Inc.
17.3.18. Manhattan Associates, Inc.
17.3.19. Micron Technology, Inc.
17.3.20. Microsoft Corporation
17.3.21. NVIDIA Corporation
17.3.22. Oracle Corporation
17.3.23. RELEX Oy
17.3.24. Robert Bosch GmbH
17.3.25. Salesforce, Inc.
17.3.26. SAP SE
17.3.27. Siemens AG
17.3.28. Tata Consultancy Services Limited
17.3.29. UiPath, Inc.
17.3.30. Workday, Inc.
18. ResearchAI
19. ResearchStatistics
20. ResearchContacts
21. ResearchArticles
22. Appendix
List of Figures
FIGURE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2030 (%)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2024 VS 2030 (%)
FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 27. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET: RESEARCHAI
FIGURE 28. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET: RESEARCHSTATISTICS
FIGURE 29. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET: RESEARCHCONTACTS
FIGURE 30. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 111. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 112. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 113. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 114. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 115. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 116. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 117. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 118. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 119. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 120. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 121. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 122. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 123. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 124. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 131. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 132. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 133. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 134. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 135. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 136. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 137. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 138. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 139. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 140. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 141. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 142. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 143. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 144. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 145. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 146. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 159. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 160. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 161. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 162. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 163. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 164. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 165. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 166. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 167. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 168. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 169. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 170. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 171. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 172. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 173. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 174. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 175. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 176. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 177. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 178. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 179. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 180. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 181. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 182. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 183. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 184. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 185. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 186. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 187. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 188. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 189. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 190. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 191. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 192. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 193. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 194. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 195. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 196. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 197. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 198. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 199. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 200. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 201. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 202. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 203. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 204. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 205. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 206. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 207. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 208. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 209. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 210. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 211. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 212. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 213. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 214. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 215. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 216. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 217. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 218. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 219. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 220. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 221. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 222. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 223. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 224. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 225. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 226. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 229. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 230. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 231. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 232. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 233. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 234. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 235. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 236. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 237. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 238. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 239. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 240. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 241. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 242. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 243. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 244. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 245. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 246. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 247. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 248. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 249. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 250. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 251. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 252. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 253. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2024 (USD MILLION)
TABLE 254. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2025-2030 (USD MILLION)
TABLE 255. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2024 (USD MILLION)
TABLE 256. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2025-2030 (USD MILLION)
TABLE 257. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 258. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 259. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 260. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 261. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 262. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 263. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 264. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 265. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2024 (USD MILLION)
TABLE 266. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2025-2030 (USD MILLION)
TABLE 267. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 268. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 269. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 270. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 271. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 272. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 273. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 274. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 275. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 276. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 277. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MI

Samples

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Companies Mentioned

  • Accenture PLC
  • Alibaba Group
  • Amazon Web Services, Inc.
  • Berkshire Grey, Inc.
  • Blue Yonder Group, Inc.
  • Capgemini SE
  • Cisco Systems, Inc.
  • Coupa Software Inc.
  • Deutsche Post AG
  • e2open, LLC
  • Genpact Limited
  • Google LLC by Alphabet Inc.
  • 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
  • Oracle Corporation
  • RELEX Oy
  • Robert Bosch GmbH
  • Salesforce, Inc.
  • SAP SE
  • Siemens AG
  • Tata Consultancy Services Limited
  • UiPath, Inc.
  • Workday, Inc.

Table Information

Report AttributeDetails
No. of Pages187
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 8.01 Billion
Forecasted Market Value ( USD ) by 2030 $ 20.42 Billion
Compound Annual Growth Rate20.4%
Regions CoveredGlobal
No. of Companies Mentioned30

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