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市場調查報告書
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1604687

供應鏈市場中的人工智慧：按產品、技術、應用和產業分類 - 2025-2030 年全球預測

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個工作天內

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2023年供應鏈人工智慧市場規模為42.2億美元，預計2024年將達53.2億美元，複合年成長率為26.15%，2030年將達214.6億美元。

供應鏈中的人工智慧（AI）是指機器學習演算法和資料分析的整合，以提高供應鏈業務的效率和有效性。對人工智慧的需求源於對即時資料分析、減少錯誤、預測洞察和管理供應鏈流程的成本效率的不斷成長的需求。該領域的人工智慧應用包括需求預測、庫存管理、物流最佳化、供應商關係管理等。最終用途範圍包括零售、製造、食品和飲料以及醫療保健等行業，這些行業正在利用人工智慧來簡化業務並提高盈利。根據市場洞察，關鍵的成長要素包括物聯網技術的進步、資料量的快速成長、對流程自動化的需求不斷增加以及消費者對快速交付的期望不斷提高。最新的商業機會之一在於整合人工智慧和區塊鏈以提高透明度和可追溯性。公司可以透過投資人工智慧主導的分析平台並與技術供應商建立夥伴關係來利用這些機會。然而，存在重大限制和挑戰，包括實施成本高、資料隱私問題、演算法偏差以及傳統供應鏈專業人員不願採用新技術。克服這些挑戰需要共同努力，包括變革管理、培訓和人工智慧的逐步整合。創新的機會在於開發能夠承受供應鏈中斷的彈性人工智慧模型，建構不斷改進的自適應學習系統，以及利用人工智慧實現減少碳足跡等永續實踐。持續投資研發、探索協作生態系統以及將人工智慧使用案例擴展到傳統應用之外對於成長至關重要。市場的本質是高度動態的，快速的技術進步要求企業在整個供應鏈中部署人工智慧時保持敏捷、知情和創新，以保持競爭力。

主要市場統計
基準年[2023] 42.2億美元
預計年份 [2024] 53.2億美元
預測年份 [2030] 214.6億美元
複合年成長率（%） 26.15%

市場動態：對供應鏈市場快速發展的人工智慧的關鍵市場洞察

供應鏈中的人工智慧市場正因供需的動態交互作用而轉變。了解這些不斷變化的市場動態可以幫助企業做出明智的投資決策、策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助企業了解消費行為及其對製造業的影響。

  • 市場促進因素
    • 對提高供應鏈網路可見度和透明度的需求日益成長
    • 對系統化、有效率的庫存管理的需求不斷成長
    • 越來越重視降低倉儲成本
  • 市場限制因素
    • 支援人工智慧的軟體高成本
  • 市場機會
    • 快速發展的電子商務產業
    • 供應鏈數位化趨勢日益明顯
  • 市場挑戰
    • 缺乏技術純熟勞工來管理人工智慧軟體

波特五力：駕馭供應鏈人工智慧市場的策略工具

波特的五力架構是了解供應鏈市場人工智慧競爭格局的關鍵工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解外部對供應鏈市場人工智慧的影響

外部宏觀環境因素在塑造供應鏈市場人工智慧的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解供應鏈人工智慧市場的競爭格局

供應鏈市場中人工智慧的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV 供應鏈市場人工智慧定位矩陣供應商績效評估

FPNV 定位矩陣是評估供應鏈市場人工智慧供應商的關鍵工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析與建議繪製供應鏈市場人工智慧的成功之路

對於旨在加強其在全球市場的影響力的公司來說，供應鏈市場中人工智慧的策略分析至關重要。透過考慮關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：詳細檢視當前市場環境、主要企業的廣泛資料、評估其在市場中的影響力和整體影響力。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 對提高供應鏈網路可見度和透明度的需求日益成長
      • 對系統化、有效率的庫存管理的需求不斷成長
      • 越來越重視降低倉儲成本
    • 抑制因素
      • 支援人工智慧的軟體高成本
    • 機會
      • 快速發展的電子商務產業
      • 供應鏈數位化趨勢日益明顯
    • 任務
      • 缺乏管理人工智慧軟體的熟練人才
  • 市場區隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章供應鏈中的人工智慧市場：透過提供

  • 硬體
    • 記憶
    • 網路
    • 處理器
  • 服務
    • 部署與整合
    • 支援與維護
  • 軟體

第7章供應鏈人工智慧市場：依技術分類

  • 擴增實境
  • 電腦視覺
  • 上下文感知計算
  • 機器學習
    • 強化學習
    • 監督學習
    • 無監督學習
  • 自然語言處理

第8章供應鏈中的人工智慧市場：按應用分類

  • 車隊管理
  • 貨運經紀
  • 風險管理
  • 供應鏈規劃
  • 虛擬助理
  • 倉庫管理

第9章供應鏈市場中的人工智慧：按行業

  • 航太
  • 車
  • 消費品
  • 食品/飲料
  • 衛生保健
  • 製造業
  • 零售

第10章美洲供應鏈人工智慧市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第11章 亞太地區供應鏈人工智慧市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第12章：歐洲、中東和非洲供應鏈人工智慧市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第13章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
  • 戰略分析和建議

公司名單

  • 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