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Artificial Intelligence in Supply Chain Market by Component, Technology Type, Organization Size, Deployment Mode, Application, End-User - Global Forecast to 2030- Product Image
Artificial Intelligence in Supply Chain Market by Component, Technology Type, Organization Size, Deployment Mode, Application, End-User - Global Forecast to 2030- Product Image
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Artificial Intelligence in Supply Chain Market by Component, Technology Type, Organization Size, Deployment Mode, Application, End-User - Global Forecast to 2030

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  • 189 Pages
  • May 2025
  • Region: Global
  • 360iResearch™
  • ID: 4995391
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The Artificial Intelligence in Supply Chain Market grew from USD 7.19 billion in 2024 to USD 8.84 billion in 2025. It is expected to continue growing at a CAGR of 24.23%, reaching USD 26.43 billion by 2030.

Introducing AI’s Strategic Role in Supply Chains

Global supply chains have entered a new era of complexity, driven by unprecedented demand for efficiency, transparency, and resilience. Organizations are wrestling with dynamic consumer expectations, geopolitical shifts, and sustainability imperatives, all while striving to maintain cost competitiveness and service excellence. Traditional approaches to procurement, production, and distribution no longer suffice. Today’s market leaders are embracing digital transformation to orchestrate end-to-end visibility and responsiveness.

Emerging Catalysts Reshaping the Supply Chain Landscape

The supply chain landscape is undergoing rapid evolution as organizations invest in digital capabilities and embrace advanced technologies. Cloud computing and the Internet of Things are generating vast data streams that, when combined with artificial intelligence, yield real-time insights into every movement of goods and materials. Automation and robotics are shifting manual tasks toward intelligent machines capable of self-learning and adaptive coordination across warehouse floors and transportation networks.

Assessing the 2025 Impact of U.S. Tariffs on Supply Chains

In 2025, a new wave of U.S. tariffs is poised to reshape cost structures and sourcing strategies across global supply chains. Industries reliant on imported raw materials and components will face higher landed costs, prompting companies to reassess supplier portfolios and logistics routes. Manufacturing hubs in North America may gain renewed attention as businesses seek to mitigate tariff exposure by nearshoring production.

Deep Dive into Supply Chain AI Market Segmentation

A nuanced segmentation framework reveals how the AI in supply chain market is unfolding. Component analysis distinguishes between comprehensive solutions and an array of specialized services spanning consulting, deployment, integration, and ongoing support. Technology type further segments offerings into deep learning architectures, natural language processing modules, and robotic process automation tools. Organizational size delineates adoption patterns, with large enterprises driving strategic roll-outs while small and medium businesses embrace targeted use cases. Deployment choices bifurcate into cloud-based platforms-whether hybrid, private, or public-and on-premise installations housed in data centers or local servers. Applications cover the full spectrum of supply chain functions: fleet management incorporates predictive maintenance and route optimization; freight brokerage benefits from automated matching and real-time tracking; risk management leverages compliance monitoring and supplier risk assessment; planning processes harness demand forecasting and procurement optimization; warehouse operations optimize inventory management and order fulfillment. End users span aerospace and defense, automotive, chemicals, food and beverage, healthcare and pharmaceuticals, manufacturing, retail and e-commerce, and transportation and logistics, each sector applying AI to address its distinct challenges.

Regional Dynamics Shaping AI Adoption in Supply Chains

Regional dynamics play a pivotal role in defining AI adoption trajectories. In the Americas, early adopters in the United States and Canada lead investments in intelligent logistics, supported by robust infrastructure and regulatory incentives. Latin American markets are following suit, focusing on cross-border trade corridors and digital customs processes. Across Europe, Middle East and Africa, established manufacturing centers in Western Europe balance regulatory frameworks with sustainability goals, while emerging economies in the Middle East and Africa invest in smart ports and trade facilitation to spur economic growth. In the Asia-Pacific region, powerhouses such as China, Japan, and South Korea drive large-scale deployments of robotics and machine learning, prompting innovation hubs in India and Southeast Asia to develop agile, localized solutions. Interregional partnerships and digital trade agreements are unlocking new corridors for AI-enhanced supply chains.

Spotlight on Leading AI Innovators in Supply Chains

Leading technology vendors and logistics specialists are driving innovation through platform enhancements, strategic alliances, and targeted acquisitions. Global enterprise software providers continuously integrate advanced analytics, leveraging vast data repositories to refine demand sensing and inventory optimization. At the same time, nimble startups focus on niche challenges-such as automated freight matching, AI-powered warehouse robotics, and autonomous last-mile delivery-delivering specialized solutions that rapidly gain traction among early adopters. Collaboration between technology firms, logistics service providers, and academic institutions fosters joint research initiatives and pilot programs that accelerate proof-of-concept deployments. Venture capital and private equity investments are fueling consolidation, enabling emerging players to scale while established incumbents expand their AI portfolios through merger and acquisition activity.

Actionable Strategies for Supply Chain AI Leadership

Industry leaders should prioritize the development of an AI-ready workforce by upskilling existing talent and recruiting specialists in data science, machine learning, and digital logistics. Pilot projects must be designed to deliver quick wins-such as demand forecasting models for high-volume SKUs or predictive maintenance systems for critical assets-and scaled across multiple sites once validated. Cross-functional teams spanning IT, operations, and procurement should collaborate to align technology roadmaps with business objectives and ensure seamless integration with legacy systems.

Rigorous Methodology Underpinning the Research

This research draws on extensive primary interviews with senior executives in procurement, supply chain management, and technology leadership across multiple industries. In parallel, secondary research encompassed an exhaustive review of industry publications, technical papers, regulatory filings, and market analyses. Data triangulation methodologies were employed to validate findings, combining quantitative metrics with qualitative insights. A panel of subject-matter experts convened to challenge assumptions, refine hypotheses, and ensure methodological rigor, while an independent peer review process underpinned final quality assurance.

Converging Insights Driving AI Adoption Conclusions

The convergence of geopolitical trends, evolving trade policies, and rapid advancements in artificial intelligence underscores the urgency for supply chain stakeholders to recalibrate their strategies. Segmentation and regional analyses point to clear opportunities for differentiation through tailored AI applications, while the impending tariff landscape reinforces the need for dynamic response capabilities. Companies that commit to data-driven decision making, foster collaborative ecosystems, and integrate AI at scale will be best positioned to navigate volatility and outperform their peers.

Market Segmentation & Coverage

This research report categorizes to forecast the revenues and analyze trends in each of the following sub-segmentations:
  • Component
    • Services
      • Consulting Services
      • Deployment & Integration
      • Support & Maintenance
    • Solutions
  • Technology Type
    • Deep Learning
    • Natural Language Processing
    • Robotics Process Automation
  • Organization Size
    • Large Enterprises
    • Small & Medium Enterprises
  • Deployment Mode
    • Cloud-Based
      • Hybrid Cloud
      • Private Cloud
      • Public Cloud
    • On-Premise
      • Data Centers
      • Local Servers
  • 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
    • Aerospace & Defense
    • Automotive
    • Chemicals
    • Food & Beverages
    • Healthcare and Pharmaceuticals
    • Manufacturing
    • Retail & E-Commerce
    • Transportation & Logistics
This research report categorizes to forecast the revenues and analyze trends in each of the following sub-regions:
  • 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
This research report categorizes to delves into recent significant developments and analyze trends in each of the following 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.

 

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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
3.1. AI in Supply Chain: Current Landscape, Historical Evolution, and Expansion Challenges
3.2. Consumer Drivers, Product Strategy, Competitive Dynamics, and Regulatory Compliance in AI Supply Chain Markets
3.3. Lifecycle and IP Analysis of AI Technologies in Supply Chain with Strategic Go-to-Market Roadmap
3.4. Future Growth Outlook and Emerging Trends Shaping AI's Role in Supply Chain Evolution
4. Market Overview
4.1. Introduction
4.1.1. Unlocking the Potential of AI in Global Supply Chain Management
4.1.2. Regional Insights and Trade Dynamics Shaping AI Adoption in Supply Chains
4.1.3. Recent Innovations and Strategic Collaborations Driving AI in Supply Chains
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Advancement in machine learning algorithms enhacing supplier selection and performance evaluation processes
5.1.1. Understanding the role of advanced machine learning in supplier selection and performance evaluation
5.1.2. How advanced machine learning is revolutionizing supplier management and unlocking new business opportunities
5.1.3. Future prospects and strategic considerations for machine learning in supplier evaluation
5.2. Increasing impact of AI on optimizing last-mile delivery and logistics in supply chain operations
5.2.1. Understanding AI's Role in Revolutionizing Last-Mile Delivery Dynamics
5.2.2. How AI is Reshaping Market Opportunities and Driving Logistics Innovation
5.2.3. Future Outlook: Navigating Opportunities and Challenges of AI in Last-Mile Delivery
5.3. Advancements in natural language processing enabling smarter supplier communication and management
5.3.1. Understanding the impact of NLP advancements on smarter supplier communication and management
5.3.2. Strategic adaptation for companies to leverage NLP-driven supply chain communication
5.3.3. Future trajectory and long-term strategic outlook for NLP in supply chain management
5.4. Development of AI-enabled digital twins to simulate and optimize complex supply chain networks
5.4.1. Understanding AI-Enabled Digital Twins as Game Changers in Supply Chain Networks
5.4.2. How AI Digital Twins Revolutionize Supply Chain Efficiency and Open New Market Frontiers
5.4.3. Future Outlook and Strategic Recommendations for AI-Driven Digital Twins in Supply Chains
5.5. Advanced predictive analytics powered by AI optimizing demand forecasting and inventory management
5.5.1. Decoding AI-Driven Predictive Analytics Transforming Demand and Inventory Management
5.5.2. How AI Enhances Market Competitiveness and Uncovers New Growth Opportunities
5.5.3. Future Outlook and Strategic Imperatives for AI-Driven Predictive Analytics in Supply Chains
5.6. Implementing AI-enabled blockchain for transparent and secure supply chain transactions
5.6.1. Understanding the Rise of AI-Enabled Blockchain for Transparency and Security in Supply Chains
5.6.2. Strategic Adaptations Required for Leveraging AI-Enabled Blockchain in Supply Chains
5.6.3. Future Outlook and Strategic Imperatives for AI-Enabled Blockchain in Supply Chains
5.7. Developing AI-supported sustainability initiatives for greener and more ethical supply chains
5.7.1. Understanding AI-driven Sustainability Efforts in Modern Supply Chains
5.7.2. Adapting Business Strategies to Harness AI for Sustainable Supply Chains
5.7.3. Future Outlook on AI-Powered Sustainable Supply Chain Innovations
5.8. Utilizing AI for improved quality control and defect detection in manufacturing supply chains
5.8.1. Understanding the Rise of AI-Driven Quality Control in Manufacturing Supply Chains
5.8.2. Strategic Shifts and Operational Adaptations for AI Integration in Manufacturing Quality Control
5.8.3. Future Trajectory and Strategic Implications of AI-Enhanced Quality Control in Manufacturing
5.9. AI integration in real-time supply chain monitoring for enhanced risk management and disruption response
5.9.1. Defining AI-Powered Real-Time Monitoring for Risk Mitigation in Supply Chains
5.9.2. How AI Transforms Supply Chain Risk Management, Driving Innovation and New Market Opportunities
5.9.3. Future Outlook on AI-Driven Real-Time Supply Chain Monitoring: Strategic Risks and Opportunities
5.10. Adoption of AI-driven automation in warehouse management and asset tracking
5.10.1. Understanding AI-Driven Automation: Key Drivers Behind the Surge in Warehouse Management and Asset Tracking
5.10.2. Strategic Adaptation: Reshaping Operations and Competition Through AI-Driven Automation
5.10.3. Future Trajectory: Intensification and Integration of AI Automation in Supply Chains
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.1.1. Analyzing Entry Barriers Limiting New Entrants in AI-Powered Supply Chain Market
6.1.2. Evaluating the Limited Impact of Substitutes Amidst AI Advancements in Supply Chain
6.1.3. Understanding the Balanced Supplier Influence on AI Supply Chain Solutions
6.1.4. Highlighting Strong Buyer Influence in the Competitive AI Supply Chain Market
6.1.5. Examining Intense Competition Driving Innovation and Growth in AI Supply Chain Market
6.2. PESTLE Analysis
6.2.1. Government policy incentives and geopolitical stability shape AI supply chains
6.2.2. Economic cycles and labor trends directly impact AI implementation
6.2.3. Consumer expectations and workforce readiness drive AI adoption
6.2.4. Cutting-edge AI and IoT innovations revolutionize supply chain efficiency
6.2.5. Data privacy and compliance laws dictate AI operational boundaries
6.2.6. Sustainability demands and climate risks shape resilient AI supply chains
7. Cumulative Impact of United States Tariffs 2025
7.1. Overview of Major US Tariffs Enacted 2023-2025 and Their Market Impact
7.2. Evolution and Economic Rationale Behind US Tariff Policies from 2018 to 2025
7.3. Direct Inflationary Impact of Recent US Tariffs on the Global Economy
7.4. Consequences of Reciprocal Tariffs and Emerging Trade Wars Across Global Regions
7.5. Economic and Political Repercussions of US Tariffs on Key Trading Partners
7.6. Long-Term Economic Restructuring and Consumer Shifts Driven by Tariff Policies
7.7. Policy Strategies to Alleviate Tariff-Induced Economic Challenges and Enhance Trade Relations
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 Organization Size
10.1. Introduction
10.2. Large Enterprises
10.3. Small & Medium Enterprises
11. Artificial Intelligence in Supply Chain Market, by Deployment Mode
11.1. Introduction
11.2. Cloud-Based
11.2.1. Hybrid Cloud
11.2.2. Private Cloud
11.2.3. Public Cloud
11.3. On-Premise
11.3.1. Data Centers
11.3.2. Local Servers
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
17.3.1.1. Accenture PLC's Strategic Market Role and Global Footprint in AI-Driven Supply Chains
17.3.1.2. Innovative AI-Powered Supply Chain Solutions Defining Accenture’s Market Edge
17.3.1.3. Navigating Risks and Strategic Growth Opportunities in AI-Driven Supply Chain Services
17.3.2. Alibaba Group
17.3.2.1. Alibaba's Market Dominance and Strategic Footprint in AI-Driven Supply Chain Solutions
17.3.2.2. Innovative and Advanced AI-Powered Products Defining Alibaba’s Supply Chain Innovations
17.3.2.3. Mitigating Risks and Leveraging Emerging Trends for Sustained Growth
17.3.3. Amazon Web Services, Inc.
17.3.3.1. Tracing AWS's Market Entry and Strategic Milestones in Cloud and AI Supply Chain Leadership
17.3.3.2. Examining AWS Flagship AI-Driven Supply Chain Solutions and Their Market Appeal
17.3.3.3. Addressing Risks and Strategizing for AWS's Sustainable Growth in AI-Powered Supply Chains
17.3.4. Berkshire Grey, Inc.
17.3.4.1. Berkshire Grey's Market Entry Journey and Evolving Positioning in AI-Driven Supply Chain Automation
17.3.4.2. In-Depth Exploration of Berkshire Grey’s Robotics and AI-Powered Supply Chain Solutions
17.3.4.3. Mitigating Risks and Strengthening Berkshire Grey’s Competitive Position for Future Growth
17.3.5. Blue Yonder Group, Inc.
17.3.5.1. Tracing Blue Yonder's Evolution, Market Footprint, and Leadership Status in AI-Driven Supply Chains
17.3.5.2. In-Depth Exploration of Blue Yonder’s AI-Powered Flagship Solutions and Their Market Impact
17.3.5.3. Mitigating Risks and Strengthening Blue Yonder’s Future Growth and Market Resilience
17.3.6. Capgemini SE
17.3.6.1. Capgemini SE's Strategic Market Presence and Core Strengths in AI-Driven Supply Chains
17.3.6.2. Flagship AI Supply Chain Solutions Aligning with Market Needs and Distinctive Competitive Advantages
17.3.6.3. Navigating Risks and Strategic Growth Opportunities to Strengthen Capgemini’s Market Leadership
17.3.7. Cisco Systems, Inc.
17.3.7.1. Cisco's Strategic Market Presence and Core Strengths in Global Technology
17.3.7.2. In-Depth Review of Cisco's Flagship Solutions Addressing Enterprise Needs
17.3.7.3. Addressing Market Risks and Strategic Growth Opportunities Through Innovation and Diversification
17.3.8. Coupa Software Inc.
17.3.8.1. Coupa Software's Market Entry Evolution and Current Strategic Positioning
17.3.8.2. In-depth Analysis of Coupa’s Flagship Business Spend Management Platform and Its Market Appeal
17.3.8.3. Identifying Growth Risks for Coupa and Strategic Roadmap for Enhanced Competitiveness
17.3.9. Deutsche Post AG
17.3.9.1. Deutsche Post AG’s Strategic Market Presence and Core Competitive Strengths
17.3.9.2. Flagship Offerings of Deutsche Post AG That Reshape Global Supply Chains
17.3.9.3. Risk Mitigation and Strategic Innovations to Propel Deutsche Post AG’s Future Expansion
17.3.10. e2open, LLC
17.3.10.1. e2open’s market entry, evolution, and current leadership in supply chain technology
17.3.10.2. In-depth examination of e2open’s AI-driven supply chain platform and its distinctive value
17.3.10.3. Strategic measures to overcome risks and reinforce e2open’s market dominance and innovation edge
17.3.11. Genpact Limited
17.3.11.1. Genpact Limited: Strategic Overview and Market Positioning
17.3.11.2. Genpact's Flagship Products and Services
17.3.11.3. Key Risks and Strategic Recommendations for Genpact Limited
17.3.12. Google LLC by Alphabet Inc.
17.3.12.1. Google’s Strategic Stronghold and Market Footprint in AI-Driven Supply Chain Technology
17.3.12.2. Google’s Cutting-Edge AI and Cloud Solutions Elevating Supply Chain Efficiency
17.3.12.3. Mitigating Risks and Driving Growth Through Innovation and Strategic Diversification
17.3.13. Infosys Limited
17.3.13.1. Infosys Limited's Strategic Market Position and Growth Trajectory
17.3.13.2. Infosys’ AI-Driven Supply Chain Solutions and Market Differentiation
17.3.13.3. Mitigating Growth Risks and Strategizing Future Innovations for Infosys
17.3.14. Intel Corporation
17.3.14.1. Tracing Intel’s Market Entry and Its Evolving Position in a Competitive Landscape
17.3.14.2. Deep Dive into Intel’s Flagship Products and Their Market Impact
17.3.14.3. Addressing Intel’s Strategic Vulnerabilities to Secure Future Growth
17.3.15. International Business Machines Corporation
17.3.15.1. IBM’s Strategic Market Role and Core Strength in AI-Driven Supply Chain Solutions
17.3.15.2. Flagship AI Solutions and Unique Value Propositions Catering to IBM’s Supply Chain Market
17.3.15.3. Strategic Risk Management and Growth Enhancement for IBM’s Supply Chain Future
17.3.16. Kinaxis Inc.
17.3.16.1. Kinaxis Inc.: Market Entry, Evolution, and Positioning
17.3.16.2. Kinaxis' Flagship Product: RapidResponse® Platform
17.3.16.3. Strategic Challenges and Future Growth Considerations
17.3.17. Logility Supply Chain Solutions, Inc.
17.3.17.1. Logility's Strategic Position and Market Footprint in AI-Driven Supply Chain Solutions
17.3.17.2. Voyager Solution: Logility's Flagship Product Delivering AI-Enhanced Supply Chain Excellence
17.3.17.3. Navigating Risks and Leveraging Strategic Opportunities for Sustainable Growth in AI Supply Chains
17.3.18. Manhattan Associates, Inc.
17.3.18.1. Trailblazing Supply Chain Innovation: How Manhattan Associates Established Market Leadership
17.3.18.2. AI-Driven Flagship Solutions Powering Smarter, Agile Supply Chains
17.3.18.3. Navigating Risks and Strengthening Strategic Resilience for Sustained Growth
17.3.19. Micron Technology, Inc.
17.3.19.1. Micron Technology’s strategic market position and global influence in semiconductor innovation
17.3.19.2. Micron’s flagship memory and storage solutions driving industry-standard performance and innovation
17.3.19.3. Addressing risks and leveraging innovation for sustained growth in a competitive semiconductor market
17.3.20. Microsoft Corporation
17.3.20.1. Microsoft's Strategic Market Position and Core Strengths in AI-Driven Supply Chain Solutions
17.3.20.2. Examining Microsoft’s Flagship AI-Powered Products Enhancing Supply Chain Efficiency
17.3.20.3. Mitigating Risks and Strategic Growth Opportunities for Microsoft in AI Supply Chain Sector
17.3.21. NVIDIA Corporation
17.3.21.1. Tracing NVIDIA’s Journey from Market Entry to AI Leadership and Global Influence
17.3.21.2. Decoding NVIDIA’s Flagship AI Products and Their Market-Leading Differentiators
17.3.21.3. Mitigating Risks and Strategic Pathways for NVIDIA’s Sustained Market Leadership
17.3.22. Oracle Corporation
17.3.22.1. Oracle's Market Entry and Leadership in AI-Driven Supply Chain Solutions
17.3.22.2. Deep Dive into Oracle's AI-Enhanced Supply Chain Products and Their Market Value
17.3.22.3. Mitigating Risks and Enhancing Oracle's Growth in AI-Powered Supply Chain Solutions
17.3.23. RELEX Oy
17.3.23.1. RELEX Solutions' Market Entry, Strategy, and Current Positioning
17.3.23.2. RELEX Solutions' Flagship Products and Their Unique Selling Propositions
17.3.23.3. RELEX Solutions' Risks and Strategic Recommendations for Future Growth
17.3.24. Robert Bosch GmbH
17.3.24.1. From Technical Innovator to Global Leader: Bosch’s Market Entry and Strategic Evolution
17.3.24.2. AI-Driven Solutions Powering Bosch’s Leading Supply Chain Innovations
17.3.24.3. Mitigating Risks and Strengthening Bosch’s Competitive Edge in a Dynamic AI Landscape
17.3.25. Salesforce, Inc.
17.3.25.1. Salesforce’s Market Entry, Evolution, and Current Leadership Positioning
17.3.25.2. Deep Dive into Salesforce’s Flagship Products and AI-Driven Differentiators
17.3.25.3. Assessing Salesforce’s Risks with Strategic Actions for Sustained Growth
17.3.26. SAP SE
17.3.26.1. SAP SE's Strategic Market Position and Core Strengths in Global Enterprise Software
17.3.26.2. In-depth Review of SAP SE's Flagship Products Addressing Enterprise Needs
17.3.26.3. Navigating Risks and Strategizing SAP SE’s Path for Sustainable Growth
17.3.27. Siemens AG
17.3.27.1. Siemens AG's Market Presence and Strategic Positioning Amid Technological Integration
17.3.27.2. Flagship AI-Enabled Products that Define Siemens’ Edge in Industrial and Supply Chain Markets
17.3.27.3. Mitigating Risks and Leveraging AI Trends to Sustain Siemens’ Market Leadership
17.3.28. Tata Consultancy Services Limited
17.3.28.1. TCS's Strategic Market Positioning and Global Influence in AI-Driven Supply Chain Solutions
17.3.28.2. Flagship AI-Enhanced Solutions Driving Supply Chain Excellence for Target Industries
17.3.28.3. Mitigating Risks and Driving Growth through Innovation and Strategic Diversification in AI
17.3.29. UiPath, Inc.
17.3.29.1. UiPath’s Strategic Market Position and Growth Trajectory in AI-Driven Automation
17.3.29.2. Deep Dive into UiPath’s Flagship Automation Platform and Its Market Differentiators
17.3.29.3. Navigating Risks and Strategic Growth Opportunities for UiPath in a Competitive Market
17.3.30. Workday, Inc.
17.3.30.1. Workday's Strategic Market Position and Core Strengths in Enterprise Cloud Solutions
17.3.30.2. Flagship AI-Driven Enterprise Solutions Tailored to Evolving Business Needs
17.3.30.3. Strategic Risk Management and Growth Initiatives for Future Market Leadership
18. ResearchAI
19. ResearchStatistics
20. ResearchContacts
21. ResearchArticles
22. Appendix
List of Figures
FIGURE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET MULTI-CURRENCY
FIGURE 2. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET MULTI-LANGUAGE
FIGURE 3. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET RESEARCH PROCESS
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 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 DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2024 VS 2030 (%)
FIGURE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 22. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 26. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 27. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 28. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET, FPNV POSITIONING MATRIX, 2024
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, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROBOTICS PROCESS AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DATA CENTERS, BY REGION, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2018-2030 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPLIANCE MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLIER RISK ASSESSMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2030 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE AND PHARMACEUTICALS, BY REGION, 2018-2030 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 57. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 58. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 59. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 60. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 61. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 62. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 63. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 64. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 65. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 66. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 67. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 68. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 69. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 70. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 71. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 72. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 73. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 74. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 75. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 76. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 77. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 78. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 79. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 80. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 81. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 82. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 83. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 84. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 85. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 86. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 87. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 88. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 89. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 90. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 91. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 92. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 93. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 94. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 95. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 96. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 97. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 98. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 99. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 100. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 101. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 102. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 103. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 104. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 105. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 106. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 107. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 108. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 109. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 110. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 111. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 112. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 113. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 114. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 115. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 116. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 117. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 118. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 119. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 120. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 121. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 122. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 123. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 124. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 125. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 126. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 127. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 128. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 129. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 130. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 131. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 132. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 133. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 134. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 135. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 136. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 137. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 138. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 139. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 140. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 141. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 142. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 143. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 144. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 145. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 146. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 147. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 148. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 149. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 150. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 151. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 152. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 153. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 154. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 155. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 156. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 157. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 158. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 159. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 160. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 161. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 162. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 163. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 164. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 165. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 166. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 167. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 168. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 169. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 170. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 171. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 172. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 173. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 174. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 175. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 176. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 177. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 178. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 179. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 180. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 181. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 182. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 183. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 184. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 185. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 186. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 187. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 188. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 189. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 190. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 191. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 192. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 193. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 194. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 195. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 196. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 197. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 198. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 199. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 200. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 201. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 202. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 203. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 204. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 205. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 206. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 207. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 208. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 209. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 210. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 211. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 212. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 213. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 214. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 215. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 216. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 217. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 218. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 219. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 220. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 221. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 222. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 223. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 224. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 225. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 226. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 227. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 228. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 229. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 230. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 231. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 232. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 233. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 234. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 235. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 236. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 237. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 238. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 239. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 240. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 241. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 242. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 243. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 244. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 245. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 246. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 247. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 248. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 249. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 250. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 251. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 252. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 253. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 254. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 255. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 256. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 257. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 258. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 259. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 260. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 261. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 262. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 263. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 264. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 265. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, 2018-2030 (USD MILLION)
TABLE 266. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 267. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
TABLE 268. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
TABLE 269. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 270. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2030 (USD MILLION)
TABLE 271. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
TABLE 272. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
TABLE 273. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CLOUD-BASED, 2018-2030 (USD MILLION)
TABLE 274. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY ON-PREMISE, 2018-2030 (USD MILLION)
TABLE 275. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 276. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 277. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 278. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN P

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Companies Mentioned

The companies profiled in this Artificial Intelligence in Supply Chain market report include:
  • 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 Pages189
PublishedMay 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 8.84 Billion
Forecasted Market Value ( USD ) by 2030 $ 26.43 Billion
Compound Annual Growth Rate24.2%
Regions CoveredGlobal
No. of Companies Mentioned31

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