
Artificial Intelligence (AI) in Supply Chain
Description
Global Artificial Intelligence (AI) in Supply Chain Market to Reach US$106.7 Billion by 2030
The global market for Artificial Intelligence (AI) in Supply Chain estimated at US$14.5 Billion in the year 2024, is expected to reach US$106.7 Billion by 2030, growing at a CAGR of 39.5% over the analysis period 2024-2030. Hardware, one of the segments analyzed in the report, is expected to record a 36.3% CAGR and reach US$39.7 Billion by the end of the analysis period. Growth in the Software segment is estimated at 42.3% CAGR over the analysis period.
The U.S. Market is Estimated at US$4.4 Billion While China is Forecast to Grow at 36.7% CAGR
The Artificial Intelligence (AI) in Supply Chain market in the U.S. is estimated at US$4.4 Billion in the year 2024. China, the world`s second largest economy, is forecast to reach a projected market size of US$14.3 Billion by the year 2030 trailing a CAGR of 36.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 35.0% and 33.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 26.4% CAGR.
Global Artificial Intelligence (AI) in Supply Chain Market - Key Trends and Drivers Summarized
How Is AI Improving Supply Chain Visibility and Predictive Analytics?
Artificial Intelligence (AI) is transforming supply chain management by providing unprecedented levels of visibility and accuracy through predictive analytics. By analyzing vast datasets in real-time, AI algorithms can identify trends, predict demand, and anticipate potential disruptions, enabling companies to make proactive, data-driven decisions. Advanced machine learning models process data from various sources, such as sales history, market trends, and even external factors like weather forecasts, to generate precise demand forecasts. This level of insight minimizes the risks of stockouts and overstocking, optimizing inventory levels to meet consumer demand with greater accuracy. Furthermore, AI-driven predictive analytics enable supply chain managers to identify potential bottlenecks and logistical challenges before they occur, allowing them to implement preventive measures that keep supply chains running smoothly. By leveraging AI, companies can achieve end-to-end visibility across their entire supply chain, gaining a comprehensive understanding of product movement from suppliers to consumers, which helps enhance customer satisfaction and improves overall operational efficiency.
How Does AI Facilitate Automation and Efficiency in Supply Chain Operations?
AI plays a critical role in enhancing automation across various stages of supply chain operations, from procurement to delivery. Robotic Process Automation (RPA), powered by AI, is revolutionizing routine processes such as order processing, invoicing, and inventory management by automating these tasks, significantly reducing the time and effort required. AI-powered robots and autonomous vehicles are increasingly used in warehouses to handle goods, manage inventory, and perform tasks like picking and sorting, drastically cutting down labor costs and minimizing human error. Additionally, natural language processing (NLP) algorithms can manage supplier communications and handle customer inquiries, enabling efficient interactions and quick response times. For complex logistics, AI-driven route optimization tools analyze real-time traffic, weather conditions, and other variables to determine the most efficient routes for delivery, reducing transit times and fuel consumption. Through this blend of automation and optimization, AI not only enhances productivity but also enables companies to respond to market demands faster and with greater flexibility, establishing more resilient and adaptive supply chains.
What Role Does AI Play in Enhancing Supplier and Customer Relationship Management?
AI is instrumental in improving supplier and customer relationship management by facilitating more efficient communication, enhancing transparency, and enabling better decision-making. For supplier management, AI algorithms can evaluate supplier performance based on factors such as delivery timeliness, quality of goods, and pricing trends, allowing companies to select the most reliable suppliers and negotiate favorable terms. Through AI-driven risk assessment tools, supply chain managers can identify potential issues with suppliers, such as financial instability or geographical risks, and make informed adjustments to reduce dependency on vulnerable suppliers. In customer relationship management, AI-driven chatbots and sentiment analysis tools help companies understand and respond to customer feedback more effectively. AI tools can also forecast customer needs and preferences by analyzing purchasing patterns and behavior, enabling companies to tailor their offerings and improve customer satisfaction. This level of personalization, made possible by AI, allows companies to build stronger relationships with their customers, ensuring loyalty and repeat business. By improving both supplier and customer interactions, AI enables a streamlined, responsive and customer centric approach to supply chain management.
What Are the Key Growth Drivers in the AI in Supply Chain Market?
The growth in the AI in supply chain market is driven by several factors that are reshaping the industry’s landscape and influencing the rapid adoption of AI technologies. One primary driver is the rising complexity of global supply chains, where companies must navigate multiple suppliers, intricate logistics, and fluctuating demand patterns—challenges that AI is uniquely equipped to manage with its data-processing capabilities. The demand for real-time insights and transparency across supply chains has also surged, especially in consumer-driven industries like retail and e-commerce, as businesses seek to improve inventory management and enhance customer satisfaction. The shift towards automation, coupled with labor shortages in many regions, is another significant factor, as AI-driven robots, autonomous systems, and predictive maintenance tools provide reliable alternatives that enhance efficiency. Additionally, the impact of recent global disruptions, such as the COVID-19 pandemic, has highlighted the importance of resilient and adaptable supply chains, pushing companies to invest in AI solutions that can optimize their operations under uncertain conditions. Growing environmental concerns are also fueling the adoption of AI, as sustainable practices in route optimization, waste reduction, and inventory management are increasingly prioritized. Finally, as AI technology becomes more accessible and cost-effective, smaller companies are starting to adopt these advanced solutions, expanding the market and encouraging continued innovation. Together, these factors underscore AI’s transformative role in the supply chain, making it indispensable for future-proofing operations and meeting the evolving demands of global trade.
SCOPE OF STUDY:The report analyzes the Artificial Intelligence (AI) in Supply Chain market in terms of units by the following Segments, and Geographic Regions/Countries:
Segments:
Component (Hardware, Software, Services); Technology (Machine Learning, Natural Language Processing, Context-Aware Computing, Computer Vision); Application (Supply Chain Planning, Warehouse Management, Fleet Management, Risk Management, Other Applications); End-Use (Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods, Other End-Uses)
Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.
Select Competitors (Total 298 Featured) -
- Amazon
- C. H.Robinson
- Cainiao Network (Alibaba)
- ClearMetal
- Deutsche Post AG DHL
- E2open
- FedEx
- Fraight AI
- IBM
- Intel
- LLamasoft, Inc.
- Logility
- Micron Technology
- Microsoft
- NVIDIA
- Oracle
- Presenso
- Relex Solution
- Samsung Electronics
- SAP
- Splice Machine
- Teknowlogi
- Xilinx
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TARIFF IMPACT FACTOR
Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.
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Table of Contents
- I. METHODOLOGY
- II. EXECUTIVE SUMMARY
- 1. MARKET OVERVIEW
- Influencer Market Insights
- Tariff Impact on Global Supply Chain Patterns
- Global Economic Update
- Artificial Intelligence (AI) in Supply Chain – Global Key Competitors Percentage Market Share in 2025 (E)
- Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
- 2. FOCUS ON SELECT PLAYERS
- 3. MARKET TRENDS & DRIVERS
- Rising Demand for Operational Efficiency Drives Growth of AI in Supply Chain Management
- Increasing Focus on Demand Forecasting Enhances Adoption of AI-Powered Predictive Analytics
- Here`s How AI in Inventory Optimization Reduces Stockouts and Excess Inventory
- Advances in Machine Learning Improve Accuracy in Demand Planning and Supply Forecasting
- Growing Use of AI in Warehouse Automation Expands Efficiency in Fulfillment Operations
- Rising Need for Real-Time Tracking Fuels Demand for AI in Logistics and Fleet Management
- Here`s How AI-Driven Predictive Maintenance Supports Longevity of Supply Chain Assets
- Increasing Use of Natural Language Processing Enables AI in Supplier and Contract Management
- Focus on Enhancing Customer Service Drives Adoption of AI in Order Fulfillment and Tracking
- Here`s How AI in Route Optimization Reduces Transportation Costs and Delivery Times
- Advances in Computer Vision Enable AI for Quality Control and Inspection in Manufacturing
- Increasing Use of AI for Supplier Evaluation and Performance Monitoring Enhances Procurement Processes
- 4. GLOBAL MARKET PERSPECTIVE
- TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 2: World 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
- TABLE 3: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 4: World 6-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 5: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 6: World 6-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 7: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 8: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 9: World Recent Past, Current & Future Analysis for Warehouse Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 10: World 6-Year Perspective for Warehouse Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 11: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 12: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 13: World Recent Past, Current & Future Analysis for Supply Chain Planning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 14: World 6-Year Perspective for Supply Chain Planning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 15: World Recent Past, Current & Future Analysis for Fleet Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 16: World 6-Year Perspective for Fleet Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 17: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 18: World 6-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 19: World Recent Past, Current & Future Analysis for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 20: World 6-Year Perspective for Automotive by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 21: World Recent Past, Current & Future Analysis for Aerospace by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 22: World 6-Year Perspective for Aerospace by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 23: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 24: World 6-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 25: World Recent Past, Current & Future Analysis for Consumer-Packaged Goods by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 26: World 6-Year Perspective for Consumer-Packaged Goods by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 27: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 28: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 29: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 30: World 6-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 31: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 32: World 6-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 33: World Recent Past, Current & Future Analysis for Context-Aware Computing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 34: World 6-Year Perspective for Context-Aware Computing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 35: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 36: World 6-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- TABLE 37: World Artificial Intelligence (AI) in Supply Chain Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
- TABLE 38: World Recent Past, Current & Future Analysis for Risk Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 39: World 6-Year Perspective for Risk Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
- III. MARKET ANALYSIS
- UNITED STATES
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
- TABLE 40: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 41: USA 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 42: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 43: USA 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 45: USA 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 46: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 47: USA 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- CANADA
- TABLE 48: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 49: Canada 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 50: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 51: Canada 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 52: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 53: Canada 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 54: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 55: Canada 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- JAPAN
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
- TABLE 56: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 57: Japan 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 58: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 59: Japan 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 60: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 61: Japan 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 62: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 63: Japan 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- CHINA
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
- TABLE 64: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 65: China 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 66: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 67: China 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 68: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 69: China 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 70: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 71: China 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- EUROPE
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
- TABLE 72: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
- TABLE 73: Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
- TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 75: Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 76: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 77: Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 78: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 79: Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 80: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 81: Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- FRANCE
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
- TABLE 82: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 83: France 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 84: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 85: France 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 86: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 87: France 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 88: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 89: France 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- GERMANY
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
- TABLE 90: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 91: Germany 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 92: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 93: Germany 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 94: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 95: Germany 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 96: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 97: Germany 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- ITALY
- TABLE 98: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 99: Italy 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 100: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 101: Italy 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 102: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 103: Italy 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 104: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 105: Italy 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- UNITED KINGDOM
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
- TABLE 106: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 107: UK 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 108: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 109: UK 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 110: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 111: UK 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 112: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 113: UK 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- REST OF EUROPE
- TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 115: Rest of Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 117: Rest of Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 119: Rest of Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 120: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 121: Rest of Europe 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- ASIA-PACIFIC
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
- TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 123: Asia-Pacific 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 125: Asia-Pacific 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 127: Asia-Pacific 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 129: Asia-Pacific 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- REST OF WORLD
- TABLE 130: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 131: Rest of World 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2025 & 2030
- TABLE 132: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 133: Rest of World 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2025 & 2030
- TABLE 134: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 135: Rest of World 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2025 & 2030
- TABLE 136: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
- TABLE 137: Rest of World 6-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2025 & 2030
- IV. COMPETITION
Pricing
Currency Rates