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市场调查报告书
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供应链市场中的人工智慧：按产品、技术、应用和产业划分 - 2025-2030 年全球预测

Artificial Intelligence in Supply Chain Market by Offering (Hardware, Services, Software), Technology (Augmented Reality, Computer Vision, Context-Aware Computing), Application, Industry - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 196 Pages | 商品交期: 最快1-2个工作天内

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2023年供应链人工智慧市场规模为42.2亿美元，预计2024年将达53.2亿美元，复合年增长率为26.15%，2030年将达214.6亿美元。

供应链中的人工智慧（AI）是指机器学习演算法和资料分析的集成，以提高供应链业务的效率和有效性。对人工智慧的需求源于对即时资料分析、减少错误、预测洞察和管理供应链流程的成本效率的不断增长的需求。该领域的人工智慧应用包括需求预测、库存管理、物流优化、供应商关係管理等。最终用途范围包括零售、製造、食品和饮料以及医疗保健等行业，这些行业正在利用人工智慧来简化业务并提高盈利。根据市场洞察，关键的成长要素包括物联网技术的进步、资料量的快速成长、对流程自动化的需求不断增加以及消费者对快速交付的期望不断提高。最新的商业机会之一在于整合人工智慧和区块链以提高透明度和可追溯性。公司可以透过投资人工智慧主导的分析平台并与技术供应商建立伙伴关係来利用这些机会。然而，存在重大限制和挑战，包括实施成本高、资料隐私问题、演算法偏差以及传统供应链专业人员不愿采用新技术。克服这些挑战需要共同努力，包括变革管理、培训和人工智慧的逐步整合。创新的机会在于开发能够承受供应链中断的弹性人工智慧模型，建构不断改进的自适应学习系统，以及利用人工智慧实现减少碳足迹等永续实践。持续投资研发、探索协作生态系统以及将人工智慧使用案例扩展到传统应用之外对于成长至关重要。市场的本质是高度动态的，快速的技术进步要求企业在整个供应链中部署人工智慧时保持敏捷、知情和创新，以保持竞争力。

主要市场统计
基准年[2023] 42.2亿美元
预计年份 [2024] 53.2亿美元
预测年份 [2030] 214.6亿美元
复合年增长率（%） 26.15%

市场动态：对供应链市场快速发展的人工智慧的关键市场洞察

供应链中的人工智慧市场正因供需的动态交互作用而转变。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时也能帮助企业了解消费行为及其对製造业的影响。

  • 市场驱动因素
    • 对提高供应链网路可见度和透明度的需求日益增长
    • 对系统化、有效率的库存管理的需求不断增长
    • 越来越重视降低仓储成本
  • 市场限制因素
    • 支援人工智慧的软体高成本
  • 市场机会
    • 快速发展的电子商务产业
    • 供应链数位化趋势日益明显
  • 市场挑战
    • 缺乏技术纯熟劳工来管理人工智慧软体

波特五力：驾驭供应链人工智慧市场的策略工具

波特的五力架构是了解供应链市场人工智慧竞争格局的关键工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解外部对供应链市场人工智慧的影响

外部宏观环境因素在塑造供应链市场人工智慧的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并帮助他们做出积极主动的决策。

市场占有率分析 了解供应链人工智慧市场的竞争格局

供应链市场中人工智慧的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV 供应链市场人工智慧定位矩阵供应商绩效评估

FPNV 定位矩阵是评估供应链市场人工智慧供应商的关键工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析与建议绘製供应链市场人工智慧的成功之路

对于旨在加强其在全球市场的影响力的公司来说，供应链市场中人工智慧的策略分析至关重要。透过考虑关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：详细检视当前市场环境、主要企业的广泛资料、评估其在市场中的影响力和整体影响力。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 对提高供应链网路可见度和透明度的需求日益增长
      • 对系统化、有效率的库存管理的需求不断增长
      • 越来越重视降低仓储成本
    • 抑制因素
      • 支援人工智慧的软体高成本
    • 机会
      • 快速发展的电子商务产业
      • 供应链数位化趋势日益明显
    • 任务
      • 缺乏管理人工智慧软体的熟练人才
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章供应链中的人工智慧市场：透过提供

  • 硬体
    • 记忆
    • 网路
    • 处理器
  • 服务
    • 部署与集成
    • 支援与维护
  • 软体

第七章供应链人工智慧市场：依技术分类

  • 扩增实境
  • 电脑视觉
  • 上下文感知计算
  • 机器学习
    • 强化学习
    • 监督学习
    • 无监督学习
  • 自然语言处理

第八章供应链中的人工智慧市场：按应用分类

  • 车队管理
  • 货运经纪
  • 风险管理
  • 供应链规划
  • 虚拟助理
  • 仓库管理

第九章供应链市场中的人工智慧：按行业

  • 航太
  • 车
  • 消费品
  • 食品/饮料
  • 卫生保健
  • 製造业
  • 零售

第十章美洲供应链人工智慧市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十一章 亚太地区供应链人工智慧市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十二章：欧洲、中东和非洲供应链人工智慧市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十三章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • Alibaba Group Holding Limited
  • Amazon.com, Inc.
  • American Software, Inc.
  • Berkshire Grey, Inc.
  • Coupa Software Inc.
  • Deutsche Post AG
  • Intel Corporation
  • International Business Machines Corporation
  • Micron Technology, Inc.
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • RELEX Solutions
  • SAP SE
  • Splice Machine, Inc.
Product Code: MRR-031BF22F9555

The Artificial Intelligence in Supply Chain Market was valued at USD 4.22 billion in 2023, expected to reach USD 5.32 billion in 2024, and is projected to grow at a CAGR of 26.15%, to USD 21.46 billion by 2030.

Artificial Intelligence (AI) in Supply Chain represents the integration of machine learning algorithms and data analytics to enhance the efficiency and effectiveness of supply chain operations. The necessity for AI arises from the ever-increasing demand for real-time data analysis, error reduction, predictive insights, and cost efficiency in managing supply chain processes. AI applications in this field include demand forecasting, inventory management, logistics optimization, and supplier relationship management. End-use scope encompasses industries like retail, manufacturing, food and beverage, and healthcare, which leverage AI to streamline operations and improve profitability. Market insights reveal that key growth factors include advancements in IoT technology, the surge in data volumes, increased demand for process automation, and heightened consumer expectations for faster delivery. One of the latest opportunities lies in integrating AI with blockchain to enhance transparency and traceability. Companies can potentially capitalize on these opportunities by investing in AI-driven analytics platforms and fostering partnerships with technology providers. However, significant limitations and challenges include high implementation costs, data privacy concerns, algorithmic bias, and the reluctance of traditional supply chain professionals to adopt new technologies. Overcoming these challenges necessitates concerted efforts in change management, training, and gradually phasing the integration of AI. Innovation opportunities reside in developing resilient AI models that can withstand supply chain disruptions, creating adaptive learning systems that continuously improve, and leveraging AI for sustainable practices like reducing carbon footprints. Continuous investment in R&D, exploring collaborative ecosystems, and expanding AI use cases beyond traditional applications are paramount for growth. The nature of the market is highly dynamic, with rapid technological advancements driving the need for companies to remain agile, well-informed, and willing to innovate in deploying AI across their supply chains to stay competitive.

KEY MARKET STATISTICS
Base Year [2023] USD 4.22 billion
Estimated Year [2024] USD 5.32 billion
Forecast Year [2030] USD 21.46 billion
CAGR (%) 26.15%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Supply Chain Market

The Artificial Intelligence in Supply Chain Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increasing necessity for better visibility and transparency in supply chain network
    • Growing demand for systematic and efficient inventory management
    • Rising focus on reduction in warehouse cost
  • Market Restraints
    • High cost of AI enabled softwares
  • Market Opportunities
    • Rapidly growing e-commerce industry
    • Growing inclination towards digitized supply chain
  • Market Challenges
    • Dearth of skilled workforce to manage AI softwares

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Supply Chain Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in Supply Chain Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Artificial Intelligence in Supply Chain Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in Supply Chain Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Artificial Intelligence in Supply Chain Market

A detailed market share analysis in the Artificial Intelligence in Supply Chain Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Artificial Intelligence in Supply Chain Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in Supply Chain Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Supply Chain Market

A strategic analysis of the Artificial Intelligence in Supply Chain Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Supply Chain Market, highlighting leading vendors and their innovative profiles. These include Alibaba Group Holding Limited, Amazon.com, Inc., American Software, Inc., Berkshire Grey, Inc., Coupa Software Inc., Deutsche Post AG, Intel Corporation, International Business Machines Corporation, Micron Technology, Inc., Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, RELEX Solutions, SAP SE, and Splice Machine, Inc..

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence in Supply Chain Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Offering, market is studied across Hardware, Services, and Software. The Hardware is further studied across Memory, Network, and Processors. The Services is further studied across Deployment & Integration and Support & Maintenance.
  • Based on Technology, market is studied across Augmented Reality, Computer Vision, Context-Aware Computing, Machine Learning, and Natural Language Processing. The Machine Learning is further studied across Reinforcement Learning, Supervised Learning, and Unsupervised Learning.
  • Based on Application, market is studied across Fleet Management, Freight Brokerage, Risk Management, Supply Chain Planning, Virtual Assistant, and Warehouse Management.
  • Based on Industry, market is studied across Aerospace, Automotive, Consumer-Packaged Goods, Food & Beverages, Healthcare, Manufacturing, and Retail.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing necessity for better visibility and transparency in supply chain network
      • 5.1.1.2. Growing demand for systematic and efficient inventory management
      • 5.1.1.3. Rising focus on reduction in warehouse cost
    • 5.1.2. Restraints
      • 5.1.2.1. High cost of AI enabled softwares
    • 5.1.3. Opportunities
      • 5.1.3.1. Rapidly growing e-commerce industry
      • 5.1.3.2. Growing inclination towards digitized supply chain
    • 5.1.4. Challenges
      • 5.1.4.1. Dearth of skilled workforce to manage AI softwares
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Artificial Intelligence in Supply Chain Market, by Offering

  • 6.1. Introduction
  • 6.2. Hardware
    • 6.2.1. Memory
    • 6.2.2. Network
    • 6.2.3. Processors
  • 6.3. Services
    • 6.3.1. Deployment & Integration
    • 6.3.2. Support & Maintenance
  • 6.4. Software

7. Artificial Intelligence in Supply Chain Market, by Technology

  • 7.1. Introduction
  • 7.2. Augmented Reality
  • 7.3. Computer Vision
  • 7.4. Context-Aware Computing
  • 7.5. Machine Learning
    • 7.5.1. Reinforcement Learning
    • 7.5.2. Supervised Learning
    • 7.5.3. Unsupervised Learning
  • 7.6. Natural Language Processing

8. Artificial Intelligence in Supply Chain Market, by Application

  • 8.1. Introduction
  • 8.2. Fleet Management
  • 8.3. Freight Brokerage
  • 8.4. Risk Management
  • 8.5. Supply Chain Planning
  • 8.6. Virtual Assistant
  • 8.7. Warehouse Management

9. Artificial Intelligence in Supply Chain Market, by Industry

  • 9.1. Introduction
  • 9.2. Aerospace
  • 9.3. Automotive
  • 9.4. Consumer-Packaged Goods
  • 9.5. Food & Beverages
  • 9.6. Healthcare
  • 9.7. Manufacturing
  • 9.8. Retail

10. Americas Artificial Intelligence in Supply Chain Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Artificial Intelligence in Supply Chain Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Artificial Intelligence in Supply Chain Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
  • 13.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Alibaba Group Holding Limited
  • 2. Amazon.com, Inc.
  • 3. American Software, Inc.
  • 4. Berkshire Grey, Inc.
  • 5. Coupa Software Inc.
  • 6. Deutsche Post AG
  • 7. Intel Corporation
  • 8. International Business Machines Corporation
  • 9. Micron Technology, Inc.
  • 10. Microsoft Corporation
  • 11. NVIDIA Corporation
  • 12. Oracle Corporation
  • 13. RELEX Solutions
  • 14. SAP SE
  • 15. Splice Machine, Inc.

LIST OF FIGURES

  • FIGURE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET RESEARCH PROCESS
  • FIGURE 2. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 15. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 17. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 23. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • 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. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET DYNAMICS
  • TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MEMORY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NETWORK, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUGMENTED REALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONTEXT-AWARE COMPUTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY VIRTUAL ASSISTANT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSUMER-PACKAGED GOODS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 44. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 45. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 46. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 47. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 48. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 49. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 50. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 51. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 52. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 53. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 54. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 55. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 56. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 57. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 58. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 59. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 60. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 61. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 62. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 63. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 64. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 65. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 66. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 67. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 68. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 69. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 70. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 71. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 72. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 73. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 74. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 75. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 76. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 77. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 79. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 80. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 81. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 82. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 83. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 84. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 85. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 86. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 87. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 88. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 89. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 90. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 91. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 92. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 93. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 94. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 95. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 96. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 97. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 98. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 99. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 100. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 101. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 102. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 103. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 104. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 105. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 106. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 107. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 108. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 109. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 110. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 111. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 112. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 113. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 114. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 116. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 117. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 118. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 119. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 120. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 121. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 122. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 123. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 124. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 125. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 126. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 127. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 128. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 129. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 130. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 131. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 132. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 133. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 134. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 135. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 136. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 137. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 138. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 139. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 140. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 141. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 142. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 143. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 144. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 145. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 146. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 147. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 148. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 149. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 150. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 151. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 152. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 153. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 154. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 155. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 156. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 157. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 158. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 159. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 160. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 161. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 162. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 163. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 164. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 165. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 166. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 167. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 168. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 169. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 170. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 171. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 172. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 173. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 174. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 175. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 176. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 177. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 178. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 180. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 181. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 182. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 183. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 184. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 185. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 186. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 187. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 188. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 189. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 190. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 191. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 192. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 193. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 194. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 195. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 196. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 197. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 198. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 199. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 200. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 201. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 202. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 203. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 204. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 205. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 206. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 207. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 208. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 209. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 210. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 211. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 212. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 213. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 214. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 215. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 216. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 217. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 218. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 219. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 220. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 221. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 222. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 223. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 224. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 225. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 226. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 227. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 228. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 229. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 230. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 231. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 232. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 233. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 234. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 235. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 236. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 237. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 238. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 239. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 240. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 241. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 242. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 243. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 244. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 245. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 246. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 247. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 248. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 249. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 250. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 251. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 252. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 253. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 254. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 255. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 256. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 257. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 258. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 259. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 260. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 261. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 262. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 263. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 264. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 265. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 266. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 267. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 268. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 269. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 270. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 271. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 272. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 273. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 274. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 275. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 276. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 277. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 278. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 279. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 280. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 281. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 282. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 283. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 284. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 285. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 286. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 287. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 288. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 289. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 290. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 291. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILL