AI in Supply Chain Market by Application (Demand Planning & Forecasting, Supply Chain Risk Management, Inventory Management, Warehouse & Transportation Management), Services (Professional, and Managed), Software - Global Forecast to 2030

1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Market Segmentation
1.3.2 Inclusions and Exclusions
1.4 Years Considered
1.5 Currency Considered
1.6 Units Considered
1.7 Stakeholders
1.8 Summary of Changes

2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 List of Secondary Sources
2.1.1.2 Key Data from Secondary Sources
2.1.2 Primary Data
2.1.2.1 List of Interview Participants
2.1.2.2 Breakdown of Primary Interviews
2.1.2.3 Key Data from Primary Sources
2.1.2.4 Insights from Industry Experts
2.1.3 Secondary and Primary Research
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.1.1 Approach to Estimate Market Size Using Bottom-Up Analysis (Supply Side)
2.2.2 Top-Down Approach
2.2.2.1 Approach to Estimate Market Size Using Top-Down Analysis (Demand Side)
2.3 Data Triangulation
2.4 Research Assumptions
2.5 Research Limitations
2.6 Risk Assessment

4.1 Attractive Opportunities for Players in AI in Supply Chain Market
4.2 AI in Supply Chain Market, by Offering
4.3 AI in Supply Chain Market, by Deployment
4.4 AI in Supply Chain Market, by Organization Size
4.5 North America: AI in Supply Chain Market, by Deployment and Country
4.6 Global AI in Supply Chain Market, by Country

5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Growing Implementation of Big Data and AI Technologies
5.2.1.2 Need for Enhanced Visibility in Supply Chain Processes
5.2.1.3 Rapid AI Integration to Improve Customer Satisfaction
5.2.1.4 Shift Toward Cloud-based Supply Chain Solutions
5.2.2 Restraints
5.2.2.1 Shortage of Skilled Workforce
5.2.2.2 Security and Data Privacy Concerns
5.2.3 Opportunities
5.2.3.1 Surge in Demand for Intelligent Business Processes and Automation
5.2.3.2 Improved Operational Efficiency with AI
5.2.4 Challenges
5.2.4.1 Difficulties in Seamless Data Integration from Multiple Sources
5.3 Value Chain Analysis
5.4 Ecosystem Analysis
5.5 Trends and Disruptions Impacting Customer Business
5.6 Technology Analysis
5.6.1 Key Technologies
5.6.1.1 Machine Learning
5.6.1.2 Natural Language Processing
5.6.1.3 Computer Vision
5.6.2 Complementary Technologies
5.6.2.1 Internet of Things
5.6.3 Adjacent Technologies
5.6.3.1 Robotic Process Automation
5.6.3.2 Internet of Things
5.6.3.3 Edge Computing
5.7 Investment and Funding Scenario
5.8 Porter's Five Forces Analysis
5.8.1 Intensity of Competitive Rivalry
5.8.2 Bargaining Power of Suppliers
5.8.3 Bargaining Power of Buyers
5.8.4 Threat of Substitutes
5.8.5 Threat of New Entrants
5.9 Key Stakeholders and Buying Criteria
5.9.1 Key Stakeholders in Buying Process
5.9.2 Buying Criteria
5.10 Case Study Analysis
5.10.1 Intel Corporation Brings Graphics Processing Unit to Vehicle Cockpit
5.10.2 IBM and Nabp Develop Blockchain-based Platform to Enhance Drug Supply Chain Security
5.10.3 Uniper SE Enhances Energy Operations with Microsoft Copilot
5.10.4 Norgren Streamlines Supply Chain with SAP SE Integrated Solutions
5.10.5 Teradyne Enhances Supply Chain Efficiency with C.H. Robinson Worldwide's Integrated Logistics Solutions
5.11 Trade Analysis
5.11.1 Import Scenario (HS Code 854231)
5.11.2 Export Scenario (HS Code 854231)
5.12 Patent Analysis
5.13 Key Conferences and Events, 2024-2025
5.14 Regulatory Landscape
5.14.1 Regulatory Bodies, Government Agencies, and Other Organizations
5.14.2 Regulatory Standards
5.14.3 Government Regulations
5.15 Pricing Analysis

6.1 Introduction
6.2 Software
6.2.1 Inclination Toward Smart Automation to Drive Market
6.3 Services
6.3.1 Managed Services
6.3.1.1 Extensive Use in Supply Chain Management to Drive Market
6.3.2 Professional Services
6.3.2.1 Critical Role in Business Innovation to Drive Market

7.1 Introduction
7.2 Cloud
7.2.1 Growing Popularity due to Significant Advantages to Drive Market
7.3 On-Premises
7.3.1 Compliance with Stringent Regulatory Requirements to Drive Market
7.4 Hybrid
7.4.1 Need for Cloud Scalability and On-Premises Control to Drive Market

8.1 Introduction
8.2 Large Organization
8.2.1 Rapid AI Integration Across Global Supply Chain Networks to Drive Market
8.3 Small & Medium Organization
8.3.1 Advent of Scalable and Cost-Effective AI Solutions to Drive Market

9.1 Introduction
9.2 Demand Planning & Forecasting
9.2.1 Real-Time Dataset Processing Capacity to Drive Market
9.3 Procurement & Sourcing
9.3.1 Automation of Data-Driven Decision-Making to Drive Market
9.4 Inventory Management
9.4.1 Need for Steady Flow of Supplies and Finished Goods to Drive Market
9.5 Production Planning & Scheduling
9.5.1 Enhanced Scheduling and Inventory Management with AI Algorithms to Drive Market
9.6 Warehouse & Transportation Management
9.6.1 AI-Driven Demand Forecasting and Route Optimization Capabilities to Drive Market
9.7 Supply Chain Risk Management
9.7.1 Ability to Mitigate Potential Disruptions to Drive Market
9.8 Other Applications

10.1 Introduction
10.2 Retail
10.2.1 Rapid Adoption of AI to Enhance Customer Experience to Drive Market
10.3 Healthcare & Pharmaceuticals
10.3.1 Increased Funding to Enhance Operational Efficiency to Drive Market
10.4 Food & Beverages
10.4.1 Extensive Use of AI in Supply Chain to Predict Demand to Drive Market
10.5 Automotive
10.5.1 Surge in Demand for Electric and Autonomous Vehicles to Drive Market
10.6 Logistics & Transportation
10.6.1 Implementation of Cloud-based Solutions to Reduce Costs to Drive Market
10.7 Aerospace & Defense
10.7.1 Government Initiatives to Strengthen National Security to Drive Market
10.8 Chemicals
10.8.1 Need for Process Optimization in Supply Chain to Drive Market
10.9 Electronics & Semiconductor
10.9.1 Rise in Technological Innovations to Drive Market
10.10 Energy & Utilities
10.10.1 Need for Efficient Energy Utilization to Drive Market
10.11 Manufacturing
10.11.1 Incorporation of Intelligent Systems to Automate Operations to Drive Market
10.12 Other End-use Industries

11.1 Introduction
11.2 North America
11.2.1 Macroeconomic Outlook
11.2.2 US
11.2.2.1 Increasing Adoption of Technology Infrastructure and Growth Initiatives by US Government to Drive Market
11.2.3 Canada
11.2.3.1 Rising Investments to Boost Adoption of AI Across Industries
11.2.4 Mexico
11.2.4.1 Government Initiatives to Boost Manufacturing Capabilities in Mexico
11.3 Europe
11.3.1 Macroeconomic Outlook
11.3.2 Germany
11.3.2.1 Increasing Adoption of AI to Drive Market Growth
11.3.3 UK
11.3.3.1 Continuous Investments and Initiatives by UK Government to Bolster Growth
11.3.4 France
11.3.4.1 AI Initiatives and Investments to Push French Market Forward
11.3.5 Rest of Europe
11.4 Asia-Pacific
11.4.1 Macroeconomic Outlook
11.4.2 China
11.4.2.1 Government Initiatives and Rising Investments to Drive Market Growth
11.4.3 Japan
11.4.3.1 Growth in Investments and Government Initiatives to Drive Innovation
11.4.4 South Korea
11.4.4.1 Government Investments in Artificial Intelligence to Accelerate Market Growth
11.4.5 India
11.4.5.1 Rapid Surge in Development and Adoption of AI Technologies to Propel Market
11.4.6 Rest of Asia-Pacific
11.5 Rest of the World
11.5.1 Macroeconomic Outlook
11.5.2 Middle East & Africa
11.5.2.1 Commitment to Digital Transformation and Technological Innovation to Drive Growth
11.5.2.2 GCC
11.5.2.3 Rest of Middle East & Africa
11.5.3 South America
11.5.3.1 Growing Interest of Private Enterprises to Boost Market

12.1 Overview
12.2 Key Player Strategies/Right to Win
12.3 Revenue Analysis, 2019-2023
12.4 Market Share Analysis, 2023
12.5 Company Valuation and Financial Metrics
12.6 Brand/Product Comparison
12.7 Company Evaluation Matrix: Key Players, 2023
12.7.1 Stars
12.7.2 Emerging Leaders
12.7.3 Pervasive Players
12.7.4 Participants
12.7.5 Company Footprint: Key Players, 2023
12.7.5.1 Company Footprint
12.7.5.2 Offering Footprint
12.7.5.3 Deployment Footprint
12.7.5.4 Organization Size Footprint
12.7.5.5 Application Footprint
12.7.5.6 End-use Industry Footprint
12.7.5.7 Region Footprint
12.8 Company Evaluation Matrix: Startups/SMEs, 2023
12.8.1 Progressive Companies
12.8.2 Responsive Companies
12.8.3 Dynamic Companies
12.8.4 Starting Blocks
12.8.5 Competitive Benchmarking: Startups/SMEs, 2023
12.8.5.1 Detailed List of Key Startups/SMEs
12.8.5.2 Competitive Benchmarking of Key Startups/SMEs
12.8.5.2.1 Competitive Benchmarking, by Offering and Region
12.8.5.2.2 Competitive Benchmarking, by Application and Deployment
12.8.5.2.3 Competitive Benchmarking, by End-use Industry and Organization Size
12.9 Competitive Scenario
12.9.1 Product Launches/Developments
12.9.2 Deals

13.1 Key Players
13.1.1 SAP SE
13.1.1.1 Business Overview
13.1.1.2 Products/Services/Solutions Offered
13.1.1.3 Recent Developments
13.1.1.3.1 Deals
13.1.1.4 Analyst's View
13.1.1.4.1 Key Strengths/Right to Win
13.1.1.4.2 Strategic Choices
13.1.1.4.3 Weaknesses/Competitive Threats
13.1.2 Oracle
13.1.2.1 Business Overview
13.1.2.2 Products/Services/Solutions Offered
13.1.2.3 Recent Developments
13.1.2.3.1 Product Launches/Developments
13.1.2.3.2 Deals
13.1.2.4 Analyst's View
13.1.2.4.1 Key Strengths/Right to Win
13.1.2.4.2 Strategic Choices
13.1.2.4.3 Weaknesses/Competitive Threats
13.1.3 Blue Yonder Group, Inc.
13.1.3.1 Business Overview
13.1.3.2 Products/Services/Solutions Offered
13.1.3.3 Recent Developments
13.1.3.3.1 Deals
13.1.3.4 Analyst's View
13.1.3.4.1 Key Strengths/Right to Win
13.1.3.4.2 Strategic Choices
13.1.3.4.3 Weaknesses/Competitive Threats
13.1.4 Kinaxis Inc.
13.1.4.1 Business Overview
13.1.4.2 Products/Services/Solutions Offered
13.1.4.3 Recent Developments
13.1.4.3.1 Product Launches/Developments
13.1.4.3.2 Deals
13.1.4.4 Analyst's View
13.1.4.4.1 Key Strengths/Right to Win
13.1.4.4.2 Strategic Choices
13.1.4.4.3 Weaknesses/Competitive Threats
13.1.5 Manhattan Associates
13.1.5.1 Business Overview
13.1.5.2 Products/Services/Solutions Offered
13.1.5.3 Recent Developments
13.1.5.3.1 Product Launches/Developments
13.1.5.3.2 Deals
13.1.5.4 Analyst's View
13.1.5.4.1 Key Strengths/Right to Win
13.1.5.4.2 Strategic Choices
13.1.5.4.3 Weaknesses/Competitive Threats
13.1.6 Nvidia Corporation
13.1.6.1 Business Overview
13.1.6.2 Products/Services/Solutions Offered
13.1.6.3 Recent Developments
13.1.6.3.1 Product Launches/Developments
13.1.6.3.2 Deals
13.1.7 Advanced Micro Devices, Inc.
13.1.7.1 Business Overview
13.1.7.2 Products/Services/Solutions Offered
13.1.7.3 Recent Developments
13.1.7.3.1 Product Launches/Developments
13.1.7.3.2 Deals
13.1.8 Intel Corporation
13.1.8.1 Business Overview
13.1.8.2 Products/Services/Solutions Offered
13.1.8.3 Recent Developments
13.1.8.3.1 Product Launches/Developments
13.1.9 Micron Technology, Inc.
13.1.9.1 Business Overview
13.1.9.2 Products/Services/Solutions Offered
13.1.9.3 Recent Developments
13.1.9.3.1 Deals
13.1.10 Qualcomm Technologies, Inc.
13.1.10.1 Business Overview
13.1.10.2 Products/Services/Solutions Offered
13.1.10.3 Recent Developments
13.1.10.3.1 Product Launches/Developments
13.1.10.3.2 Deals
13.1.11 Samsung
13.1.11.1 Business Overview
13.1.11.2 Products/Services/Solutions Offered
13.1.11.3 Recent Developments
13.1.11.3.1 Product Launches/Developments
13.1.11.3.2 Deals
13.1.12 IBM
13.1.12.1 Business Overview
13.1.12.2 Products/Services/Solutions Offered
13.1.12.3 Recent Developments
13.1.12.3.1 Deals
13.1.13 Microsoft
13.1.13.1 Business Overview
13.1.13.2 Products/Services/Solutions Offered
13.1.13.3 Recent Developments
13.1.13.3.1 Deals
13.1.14 Amazon Web Services, Inc.
13.1.14.1 Business Overview
13.1.14.2 Products/Services/Solutions Offered
13.1.14.3 Recent Developments
13.1.14.3.1 Product Launches/Developments
13.1.14.3.2 Deals
13.1.15 Google
13.1.15.1 Business Overview
13.1.15.2 Products/Services/Solutions Offered
13.1.15.3 Recent Developments
13.1.15.3.1 Product Launches/Developments
13.1.15.3.2 Deals
13.1.16 Anaplan, Inc.
13.1.16.1 Business Overview
13.1.16.2 Products/Services/Solutions Offered
13.1.16.3 Recent Developments
13.1.16.3.1 Deals
13.2 Other Players
13.2.1 Logility Supply Chain Solutions, Inc.
13.2.2 Coupa
13.2.3 O9 Solutions, Inc.
13.2.4 Alibaba Group Holding Limited
13.2.5 Fedex Corporation
13.2.6 Deutsche Post AG
13.2.7 Servicenow
13.2.8 Project44
13.2.9 Resilinc Corporation
13.2.10 Fourkites, Inc.
13.2.11 Relex Solutions
13.2.12 C.H. Robinson Worldwide, Inc.
13.2.13 E2Open, LLC
13.2.14 Fero.AI

14.1 Discussion Guide
14.2 Knowledgestore: The Subscription Portal
14.3 Customization Options

Table 1 Role of Companies in Ecosystem
Table 2 Investment and Funding Scenario, 2023-2024 (USD Million)
Table 3 Impact of Porter's Five Forces Analysis
Table 4 Influence of Stakeholders on Buying Process for Top Three End-use Industries (%)
Table 5 Key Buying Criteria for Top Three End-use Industries
Table 6 Import Data for HS Code 854231, by Country, 2019-2023 (USD Billion)
Table 7 Export Data for HS Code 854231, by Country, 2019-2023 (USD Billion)
Table 8 Patent Analysis, 2023
Table 9 Key Conferences and Events, 2024-2025
Table 10 North America: Regulatory Bodies, Government Agencies, and Other Organizations
Table 11 Europe: Regulatory Bodies, Government Agencies, and Other Organizations
Table 12 Asia-Pacific: Regulatory Bodies, Government Agencies, and Other Organizations
Table 13 Rest of the World: Regulatory Bodies, Government Agencies, and Other Organizations
Table 14 Indicative Pricing Levels of AI in Supply Chain Management Solutions and Services
Table 15 AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 16 AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 17 AI Software in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 18 AI Software in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 19 AI Software in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 20 AI Software in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 21 AI Services in Supply Chain Market, by Type, 2020-2023 (USD Million)
Table 22 AI Services in Supply Chain Market, by Type, 2024-2030 (USD Million)
Table 23 AI Services in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 24 AI Services in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 25 AI Services in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 26 AI Services in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 27 AI in Supply Chain Market, by Deployment, 2020-2023 (USD Million)
Table 28 AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Table 29 Cloud: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 30 Cloud: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 31 On-Premises: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 32 On-Premises: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 33 Hybrid: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 34 Hybrid: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 35 AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 36 AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 37 AI in Supply Chain Market, by Application, 2020-2023 (USD Million)
Table 38 AI in Supply Chain Market, by Application, 2024-2030 (USD Million)
Table 39 AI in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 40 AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 41 Retail: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 42 Retail: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 43 Retail: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 44 Retail: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 45 Healthcare & Pharmaceuticals: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 46 Healthcare & Pharmaceuticals: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 47 Healthcare & Pharmaceuticals: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 48 Healthcare & Pharmaceuticals: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 49 Food & Beverages: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 50 Food & Beverages: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 51 Food & Beverages: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 52 Food & Beverages: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 53 Automotive: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 54 Automotive: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 55 Automotive: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 56 Automotive: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 57 Logistics & Transportation: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 58 Logistics & Transportation: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 59 Logistics & Transportation: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 60 Logistics & Transportation: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 61 Aerospace & Defense: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 62 Aerospace & Defense: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 63 Aerospace & Defense: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 64 Aerospace & Defense: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 65 Chemicals: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 66 Chemicals: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 67 Chemicals: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 68 Chemicals: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 69 Electronics & Semiconductor: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 70 Electronics & Semiconductor: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 71 Electronics & Semiconductor: AI in Supply Chain Market, by Type, 2020-2023 (USD Million)
Table 72 Electronics & Semiconductor: AI in Supply Chain Market, by Type, 2024-2030 (USD Million)
Table 73 Electronics & Semiconductor: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 74 Electronics & Semiconductor: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 75 Energy & Utilities: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 76 Energy & Utilities: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 77 Energy & Utilities: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 78 Energy & Utilities: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 79 Manufacturing: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 80 Manufacturing: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 81 Manufacturing: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 82 Manufacturing: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 83 Other End-use Industries: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 84 Other End-use Industries: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 85 Other End-use Industries: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 86 Other End-use Industries: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 87 AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 88 AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 89 North America: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 90 North America: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 91 North America: AI in Supply Chain Market, by Deployment, 2020-2023 (USD Million)
Table 92 North America: AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Table 93 North America: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 94 North America: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 95 North America: AI in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 96 North America: AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 97 North America: AI in Supply Chain Market, by Country, 2020-2023 (USD Million)
Table 98 North America: AI in Supply Chain Market, by Country, 2024-2030 (USD Million)
Table 99 US: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 100 US: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 101 Canada: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 102 Canada: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 103 Mexico: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 104 Mexico: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 105 Europe: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 106 Europe: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 107 Europe: AI in Supply Chain Market, by Deployment, 2020-2023 (USD Million)
Table 108 Europe: AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Table 109 Europe: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 110 Europe: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 111 Europe: AI in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 112 Europe: AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 113 Europe: AI in Supply Chain Market, by Country, 2020-2023 (USD Million)
Table 114 Europe: AI in Supply Chain Market, by Country, 2024-2030 (USD Million)
Table 115 Germany: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 116 Germany: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 117 UK: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 118 UK: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 119 France: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 120 France: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 121 Rest of Europe: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 122 Rest of Europe: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 123 Asia-Pacific: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 124 Asia-Pacific: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 125 Asia-Pacific: AI in Supply Chain Market, by Deployment, 2020-2023 (USD Million)
Table 126 Asia-Pacific: AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Table 127 Asia-Pacific: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 128 Asia-Pacific: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 129 Asia-Pacific: AI in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 130 Asia-Pacific: AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 131 Asia-Pacific: AI in Supply Chain Market, by Country, 2020-2023 (USD Million)
Table 132 Asia-Pacific: AI in Supply Chain Market, by Country, 2024-2030 (USD Million)
Table 133 China: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 134 China: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 135 Japan: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 136 Japan: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 137 South Korea: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 138 South Korea: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 139 India: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 140 India: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 141 Rest of Asia-Pacific: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 142 Rest of Asia-Pacific: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 143 RoW: AI in Supply Chain Market, by Offering, 2020-2023 (USD Million)
Table 144 RoW: AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Table 145 RoW: AI in Supply Chain Market, by Deployment, 2020-2023 (USD Million)
Table 146 RoW: AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Table 147 RoW: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 148 RoW: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 149 RoW: AI in Supply Chain Market, by End-use Industry, 2020-2023 (USD Million)
Table 150 RoW: AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Table 151 RoW: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 152 RoW: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 153 Middle East & Africa: AI in Supply Chain Market, by Region, 2020-2023 (USD Million)
Table 154 Middle East & Africa: AI in Supply Chain Market, by Region, 2024-2030 (USD Million)
Table 155 Middle East & Africa: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 156 Middle East & Africa: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 157 GCC: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 158 GCC: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 159 Rest of Middle East & Africa: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 160 Rest of Middle East & Africa: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 161 South America: AI in Supply Chain Market, by Organization Size, 2020-2023 (USD Million)
Table 162 South America: AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Table 163 Key Player Strategies/Right to Win, February 2022-September 2024
Table 164 AI in Supply Chain Market: Degree of Competition, 2023
Table 165 AI in Supply Chain Market: Offering Footprint
Table 166 AI in Supply Chain Market: Deployment Footprint
Table 167 AI in Supply Chain Market: Organization Size Footprint
Table 168 AI in Supply Chain Market: Application Footprint
Table 169 AI in Supply Chain Market: End-use Industry Footprint
Table 170 AI in Supply Chain Market: Region Footprint
Table 171 AI in Supply Chain Market: Detailed List of Key Startups/SMEs
Table 172 AI in Supply Chain Market: Competitive Benchmarking of Key Startups/SMEs, by Offering and Region
Table 173 AI in Supply Chain Market: Competitive Benchmarking of Key Startups/SMEs, by Application and Deployment
Table 174 AI in Supply Chain Market: Competitive Benchmarking of Key Startups/SMEs, by End-use Industry and Organization Size
Table 175 AI in Supply Chain Market: Product Launches/Developments, February 2022-September 2024
Table 176 AI in Supply Chain Market: Deals, February 2022-September 2024
Table 177 SAP SE: Company Overview
Table 178 SAP SE: Products/Services/Solutions Offered
Table 179 SAP SE: Deals
Table 180 Oracle: Company Overview
Table 181 Oracle: Products/Services/Solutions Offered
Table 182 Oracle: Product Launches/Developments
Table 183 Oracle: Deals
Table 184 Blue Yonder Group, Inc.: Company Overview
Table 185 Blue Yonder Group, Inc.: Products/Services/Solutions Offered
Table 186 Blue Yonder Group, Inc.: Deals
Table 187 Kinaxis Inc.: Company Overview
Table 188 Kinaxis Inc.: Products/Services/Solutions Offered
Table 189 Kinaxis Inc.: Product Launches/Developments
Table 190 Kinaxis Inc.: Deals
Table 191 Manhattan Associates: Company Overview
Table 192 Manhattan Associates: Products/Services/Solutions Offered
Table 193 Manhattan Associates: Product Launches/Developments
Table 194 Manhattan Associates: Deals
Table 195 Nvidia Corporation: Company Overview
Table 196 Nvidia Corporation: Products/Services/Solutions Offered
Table 197 Nvidia Corporation: Product Launches/Developments
Table 198 Nvidia Corporation: Deals
Table 199 Advanced Micro Devices, Inc.: Company Overview
Table 200 Advanced Micro Devices, Inc.: Products/Services/Solutions Offered
Table 201 Advanced Micro Devices, Inc.: Product Launches/Developments
Table 202 Advanced Micro Devices, Inc.: Deals
Table 203 Intel Corporation: Company Overview
Table 204 Intel Corporation: Products/Services/Solutions Offered
Table 205 Intel Corporation: Product Launches/Developments
Table 206 Micron Technology, Inc.: Company Overview
Table 207 Micron Technology, Inc.: Products/Services/Solutions Offered
Table 208 Micron Technology, Inc.: Deals
Table 209 Qualcomm Technologies, Inc.: Company Overview
Table 210 Qualcomm Technologies, Inc.: Products/Services/Solutions Offered
Table 211 Qualcomm Technologies, Inc.: Product Launches/Developments
Table 212 Qualcomm Technologies, Inc.: Deals
Table 213 Samsung: Company Overview
Table 214 Samsung: Products/Services/Solutions Offered
Table 215 Samsung: Product Launches/Developments
Table 216 Samsung: Deals
Table 217 IBM: Company Overview
Table 218 IBM: Products/Services/Solutions Offered
Table 219 IBM: Deals
Table 220 Microsoft: Company Overview
Table 221 Microsoft: Products/Services/Solutions Offered
Table 222 Microsoft: Deals
Table 223 Amazon Web Services, Inc.: Company Overview
Table 224 Amazon Web Services, Inc.: Products/Services/Solutions Offered
Table 225 Amazon Web Services, Inc.: Product Launches/Developments
Table 226 Amazon Web Services, Inc.: Deals
Table 227 Google: Company Overview
Table 228 Google: Products/Services/Solutions Offered
Table 229 Google: Product Launches/Developments
Table 230 Google: Deals
Table 231 Anaplan, Inc.: Company Overview
Table 232 Anaplan, Inc.: Products/Services/Solutions Offered
Table 233 Anaplan, Inc.: Deals
Table 234 Logility Supply Chain Solutions, Inc.: Company Overview
Table 235 Coupa: Company Overview
Table 236 O9 Solutions, Inc.: Company Overview
Table 237 Alibaba Group Holding Limited: Company Overview
Table 238 Fedex Corporation: Company Overview
Table 239 Deutsche Post AG: Company Overview
Table 240 Servicenow: Company Overview
Table 241 Project44: Company Overview
Table 242 Resilinc Corporation: Company Overview
Table 243 Fourkites, Inc.: Company Overview
Table 244 Relex Solutions: Company Overview
Table 245 C.H. Robinson Worldwide, Inc.: Company Overview
Table 246 E2Open, LLC: Company Overview
Table 247 Fero.AI: Company Overview

Figure 1 AI in Supply Chain Market Segmentation and Regional Scope
Figure 2 Research Design
Figure 3 Research Flow
Figure 4 Bottom-Up Approach
Figure 5 Market Size Estimation Methodology (Supply Side): Revenue Generated by AI in Supply Chain Manufacturers
Figure 6 Top-Down Approach
Figure 7 Data Triangulation
Figure 8 Cloud Segment to Account for Largest Share in 2024
Figure 9 Services Segment to Exhibit Fastest Growth During Forecast Period
Figure 10 Large Organization Segment to be Dominant During Forecast Period
Figure 11 Demand Planning & Forecasting Segment to be Prevalent During Forecast Period
Figure 12 Automotive Segment to Record Highest CAGR During Forecast Period
Figure 13 North America to be Largest Market During Forecast Period
Figure 14 Rising Adoption of AI in Retail Supply Chain to Drive Market During Forecast Period
Figure 15 Software Segment to be Dominant During Forecast Period
Figure 16 Cloud Segment to Surpass Other Segments in Terms of Growth During Forecast Period
Figure 17 Large Organization Segment to Account for Larger Share Than Small & Medium Organization Segment During Forecast Period
Figure 18 Cloud Segment and US to be Major Stakeholders in 2023
Figure 19 India to be Fastest-Growing Market During Forecast Period
Figure 20 AI in Supply Chain Market Dynamics
Figure 21 Impact of Drivers on AI in Supply Chain Market
Figure 22 Impact of Restraints on AI in Supply Chain Market
Figure 23 Impact of Opportunities on AI in Supply Chain Market
Figure 24 Impact of Challenges on AI in Supply Chain Market
Figure 25 Value Chain Analysis
Figure 26 Ecosystem Analysis
Figure 27 Trends and Disruptions Impacting Customer Business
Figure 28 Investment and Funding Scenario, 2023-2024 (USD Million)
Figure 29 Porter's Five Forces Analysis
Figure 30 Influence of Stakeholders on Buying Process for Top Three End-use Industries
Figure 31 Key Buying Criteria for Top Three End-use Industries
Figure 32 Import Data for HS Code 854231, by Country, 2019-2023 (USD Billion)
Figure 33 Export Data for HS Code 854231, by Country, 2019-2023 (USD Billion)
Figure 34 Patent Analysis, 2013-2023
Figure 35 AI in Supply Chain Market, by Offering, 2024-2030 (USD Million)
Figure 36 AI in Supply Chain Market, by Deployment, 2024-2030 (USD Million)
Figure 37 AI in Supply Chain Market, by Organization Size, 2024-2030 (USD Million)
Figure 38 AI in Supply Chain Market, by Application, 2024-2030 (USD Million)
Figure 39 AI in Supply Chain Market, by End-use Industry, 2024-2030 (USD Million)
Figure 40 Software Segment to Lead AI in Supply Chain Market For Automotive Industry
Figure 41 North America to Lead Market During Forecast Period
Figure 42 North America: AI in Supply Chain Market Snapshot
Figure 43 US to Lead AI in Supply Chain Market in North America During Forecast Period
Figure 44 Europe: AI in Supply Chain Market Snapshot
Figure 45 Germany to Lead AI in Supply Chain Market in Europe During Forecast Period
Figure 46 Asia-Pacific: AI in Supply Chain Market Snapshot
Figure 47 China to Lead AI in Supply Chain Market in Asia-Pacific During Forecast Period
Figure 48 Middle East & Africa to Lead AI in Supply Chain Market in RoW During Forecast Period
Figure 49 AI in Supply Chain Market: Revenue Analysis of Key Players, 2019-2023 (USD Billion)
Figure 50 Market Share Analysis of Key Players, 2023
Figure 51 Company Valuation, 2024
Figure 52 EV/EBITDA, 2024
Figure 53 Brand/Product Comparison
Figure 54 AI in Supply Chain Market: Company Evaluation Matrix (Key Companies), 2023
Figure 55 AI in Supply Chain Market: Company Footprint
Figure 56 AI in Supply Chain Market: Company Evaluation Matrix (Startups/SMEs), 2023
Figure 57 SAP SE: Company Snapshot
Figure 58 Oracle: Company Snapshot
Figure 59 Kinaxis Inc.: Company Snapshot
Figure 60 Manhattan Associates: Company Snapshot
Figure 61 Nvidia Corporation: Company Snapshot
Figure 62 Advanced Micro Devices, Inc.: Company Snapshot
Figure 63 Intel Corporation: Company Snapshot
Figure 64 Micron Technology, Inc.: Company Snapshot
Figure 65 Qualcomm Technologies, Inc.: Company Snapshot
Figure 66 Samsung: Company Snapshot
Figure 67 IBM: Company Snapshot
Figure 68 Microsoft: Company Snapshot
Figure 69 Amazon Web Services, Inc.: Company Snapshot
Figure 70 Google: Company Snapshot