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市場調查報告書
商品編碼
1530078

供應鏈中的人工智慧市場規模、佔有率和趨勢分析報告：按產品、按技術、按最終用途、按地區、細分市場趨勢：2024-2030

Artificial Intelligence in Supply Chain Market Size, Share & Trends Analysis Report By Offering (Hardware, Software, Services), By Technology, By Application, By End Use, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 122 Pages | 商品交期: 2-10個工作天內

價格

供應鏈市場成長與趨勢中的人工智慧：

Grand View Research, Inc.最新報告顯示，到2030年，全球供應鏈人工智慧市場規模預計將達到511.2億美元，2024年至2030年複合年成長率為38.9%。智慧自動化、更智慧的工作流程、提供可操作的見解以加速價值實現、提高敏捷性和增強供應鏈彈性是推動市場成長的一些因素。供應鏈產業擴大使用業務流程管理 (BPM) 和人工智慧等自動化技術來擴展和簡化整個組織的決策。透過自動化供應鏈業務中的低階任務，人工智慧有助於提高業務效率、釋放資源並簡化流程，預計將顯著推動市場成長。

下一代供應鏈控制塔技術透過可操作的工作流程、進階分析和端到端可視性，幫助組織更快地識別和解決關鍵供應鏈問題。透過利用客製化工作流程、自動化、人工智慧和開放平台的力量，公司可以更好地預測、規劃和應對複雜的供應鏈營運挑戰。人工智慧技術的這些特點和好處預計將增加其在供應鏈產業的需求。

此外，公共機構和私人企業在供應鏈產業中與人工智慧相關的措施也有望加速市場擴張。例如，2022 年 11 月，專注於軟體解決方案的科技公司微軟宣布了一種開放的供應鏈資料庫方法，將SaaS 應用程式、安全性、低程式碼、協作和Microsoft AI 的優勢結合到一個可擴展的平台推出。

組織不斷採取聯盟、收購和合併等舉措，以在競爭激烈的市場中獲得優勢。例如，提供諮詢和資訊科技服務的Accenture於2022年12月宣布與美國地球影像處理公司Planet Labs PBC建立合作關係。兩家公司將把埃森哲深厚的行業和技術專業知識以及廣泛的永續發展服務與 Planet Labs PBC 的高頻衛星圖像資料相結合，提供特定資料的氣候風險評估、可追溯的供應鏈策略、測量等。

供應鏈市場中的人工智慧報告亮點

  • 透過提供服務，軟體細分市場將在 2023 年以 41.8% 的最大收益佔有率引領市場。電子商務和全通路零售的成長需要靈活且高效的供應鏈，而人工智慧驅動的軟體可以促進這一點。
  • 按技術分類，機器學習領域在 2023 年以 36.3% 的最大收益佔有率引領市場。機器學習演算法可以處理供應鏈內的複雜任務，實現流程自動化，並比傳統方法更快、更準確地做出資料主導的決策。
  • 從應用來看，供應鏈規劃領域在 2023 年以 32.5% 的最大收益佔有率引領市場。現代供應鏈非常複雜，而且通常分佈在全球各地。人工智慧驅動的規劃工具透過最佳化存量基準、生產計劃和運輸路線來避免複雜性，從而節省成本並提高效率。
  • 按最終用途分類，汽車領域以 2023 年 17.7% 的最大銷售佔有率引領市場。汽車製造商嚴重依賴 JIT 製造，即零件在組裝上需要時準確到達。供應鏈中的人工智慧可最佳化交貨計劃和庫存管理，確保生產流程順暢並降低與持有剩餘零件相關的成本。
  • 北美地區以2023年銷售佔有率38.4%佔據市場主導地位，佔全球銷售佔有率最大。該地區的供應鏈公司擴大尋找提高供應鏈資料和流程可見度和透明度的方法。人工智慧可以透過提供對存量基準、運輸時間表和其他重要因素的即時洞察來幫助實現這一目標。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章供應鏈市場中的人工智慧變數、趨勢和範圍

  • 市場介紹/系統展望
  • 市場規模及成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 行業機會
  • 供應鏈市場分析工具中的人工智慧
    • 波特的分析
    • PESTEL分析

第4章供應鏈人工智慧市場：依產品估算及趨勢分析

  • 細分儀表板
  • 供應鏈市場中的人工智慧：2023 年和 2030 年產品變化分析
  • 硬體
  • 軟體
  • 服務

第5章供應鏈人工智慧市場：技術預估與趨勢分析

  • 細分儀表板
  • 供應鏈人工智慧市場：2023年和2030年技術變化分析
  • 機器學習
  • 電腦視覺
  • 自然語言處理
  • 上下文感知計算
  • 其他

第6章供應鏈人工智慧市場：應用、估算與趨勢分析

  • 細分儀表板
  • 供應鏈人工智慧市場：2023年和2030年應用變化分析
  • 供應鏈規劃
  • 倉庫管理
  • 車隊管理
  • 虛擬助理
  • 風險管理
  • 庫存管理
  • 規劃和物流

第7章供應鏈人工智慧市場：終端應用、估算與趨勢分析

  • 細分儀表板
  • 供應鏈中的人工智慧市場：最終用途變化分析，2023 年和 2030 年
  • 製造業
  • 飲食
  • 醫療保健
  • 車
  • 航太
  • 零售
  • 消費品
  • 其他

第8章供應鏈人工智慧市場：區域、估算與趨勢分析

  • 2023年和2030年人工智慧在供應鏈領域的市場佔有率（按地區），百萬美元
  • 北美洲
    • 2017-2030年北美供應鏈人工智慧市場估計與預測
    • 美國
    • 加拿大
  • 歐洲
    • 2017-2030 年歐洲供應鏈人工智慧市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2017-2030 年亞太地區供應鏈人工智慧市場預估與預測
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 2017-2030 年拉丁美洲供應鏈人工智慧市場估計與預測
    • 巴西
  • 中東/非洲
    • 2017-2030 年中東和非洲供應鏈人工智慧市場估計與預測
    • 阿拉伯聯合大公國
    • 南非
    • 沙烏地阿拉伯

第9章 競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 企業熱力圖分析
  • 策略規劃
    • 擴張
    • 併購
    • 夥伴關係與協作
    • 新產品發布
    • 研究與開發
  • 公司簡介
    • Advanced Micro Devices, Inc.
    • Alibaba.com
    • Amazon Web Services, Inc.
    • Deutsche Post DHL Group
    • FedEx
    • International Business Machines Corporation
    • Intel Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
    • Oracle Corporation
    • Samsung
    • SAP SE
Product Code: GVR-4-68040-329-4

Artificial Intelligence In Supply Chain Market Growth & Trends:

The global artificial intelligence in supply chain market size is anticipated to reach USD 51.12 billion by 2030 and is projected to grow at a CAGR of 38.9% from 2024 to 2030, according to a new report by Grand View Research, Inc. Intelligent automation, smarter workflows, provides actionable insights to accelerate time-to-value, increased agility, and improved supply chain resiliency are some of the factors contributing to the market growth. The supply chain industry has witnessed an increasing trend in the use of automation technologies such as business process management (BPM) and AI to scale and streamline decision-making across organizations. By automating lower-level tasks throughout supply chain operations, AI helps improve operational efficiencies, free up resources, and simplify processes, which is expected to significantly fuel the market growth.

Next-generation supply chain control tower technologies assist organizations in recognizing and resolving critical supply chain issues more quickly with actionable workflows, advanced analytics, and end-to-end visibility. By leveraging the power of customized workflows, automation, AI, and open platforms, organizations can better predict, plan for, and respond to complex supply chain operational challenges. These characteristics and benefits of artificial intelligence technologies are expected to increase its demand in the supply chain industry.

Initiatives by public and private organizations associated with artificial intelligence in the supply chain industry are also anticipated to accelerate market expansion. For instance, in November 2022, Microsoft, a technology company specializing in software solutions, announced the launch of its Microsoft Supply Chain Platform, a customizable platform that aims to help organizations optimize their supply chain database investment through an open approach by combining the best of SaaS applications, security, low-code, collaboration, and Microsoft AI in a scalable platform.

Organizations are constantly undertaking initiatives such as partnerships, acquisitions, and mergers to gain an advantage in the highly competitive market. For instance, in December 2022, Accenture, a provider of consulting and information technology services, announced partnership with Planet Labs PBC, an earth imaging company based in the U.S., with the aim to assist organizations across the government & forestry, energy, consumer packaged goods, and agriculture industries with valuable insights for decision-making. The two companies will collaborate on a variety of impact and sustainability initiatives, including data-based climate risk assessments, traceable supply chain strategy, and measurement by combining Accenture's deep industry and technology expertise and broad range of sustainability services with Planet Labs PBC's high frequency satellite imagery data.

Artificial Intelligence In Supply Chain Market Report Highlights:

  • Based on offering, the software segment led the market with the largest revenue share of 41.8% in 2023. The growth of e-commerce and omnichannel retail demands flexible and efficient supply chains, which AI-powered software facilitates
  • Based on technology, the machine learning segment led the market with the largest revenue share of 36.3% in 2023. Machine learning algorithms can handle complex tasks within the supply chain, automating processes and making data-driven decisions faster and more accurately than traditional methods
  • Based on application, the supply chain planning segment led the market with the largest revenue share of 32.5% in 2023. Modern supply chains are intricate and often spread across the globe. AI-powered planning tools help businesses navigate complexity by optimizing inventory levels, production schedules, and transportation routes, leading to cost savings and improved efficiency
  • Based on end use, the automotive segment led the market with the largest revenue share of 17.7% in 2023. Automakers rely heavily on JIT manufacturing, where parts arrive exactly when needed on the assembly line. AI in the supply chain optimizes delivery schedules and inventory management, ensuring a smooth production flow and reducing costs associated with holding excess parts
  • North America dominated the market with the revenue share of 38.4% in 2023, accounting for the largest share of global revenue. Supply chain companies in the region are increasingly looking for ways to gain greater visibility and transparency into their supply chain data and processes. AI can help to achieve this by providing real-time insights into inventory levels, transportation schedules, and other critical factors

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Artificial Intelligence in Supply Chain Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Growing adoption of AI to increase agility and customer satisfaction
      • 3.4.1.2. Growing focus on improving organizational performance and operational efficiency
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. High initial investment and limited AI expertise
    • 3.4.3. Industry Opportunities
      • 3.4.3.1. Industry Challenges
  • 3.5. Artificial Intelligence in Supply Chain Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. Artificial Intelligence in Supply Chain Market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Artificial Intelligence in Supply Chain Market: Offering Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Hardware
    • 4.3.1. Hardware Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Software
    • 4.4.1. Software Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.5. Services
    • 4.5.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Artificial Intelligence in Supply Chain Market: Technology Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Artificial Intelligence in Supply Chain Market: Technology Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Machine Learning
    • 5.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Computer Vision
    • 5.4.1. Computer Vision Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.5. Natural Language Processing
    • 5.5.1. Natural Language Processing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.6. Context-Aware Computing
    • 5.6.1. Context-Aware Computing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.7. Others
    • 5.7.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Artificial Intelligence in Supply Chain Market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Artificial Intelligence in Supply Chain Market: Application Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. Supply Chain Planning
    • 6.3.1. Supply Chain Planning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Warehouse Management
    • 6.4.1. Warehouse Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Fleet Management
    • 6.5.1. Fleet Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. Virtual Assistant
    • 6.6.1. Virtual Assistant Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Risk Management
    • 6.7.1. Risk Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Inventory Management
    • 6.8.1. Inventory Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.9. Planning & Logistics
    • 6.9.1. Planning & Logistics Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Artificial Intelligence in Supply Chain Market: End Use Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Artificial Intelligence in Supply Chain Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 7.3. Manufacturing
    • 7.3.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Food and Beverages
    • 7.4.1. Food and Beverages Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Healthcare
    • 7.5.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Automotive
    • 7.6.1. Automotive Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.7. Aerospace
    • 7.7.1. Aerospace Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.8. Retail
    • 7.8.1. Retail Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.9. Consumer-Packaged Goods
    • 7.9.1. Consumer-Packaged Goods Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.10. Others
    • 7.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. Artificial Intelligence in Supply Chain Market: Regional Estimates & Trend Analysis

  • 8.1. Artificial Intelligence in Supply Chain Market Share, By Region, 2023 & 2030, USD Million
  • 8.2. North America
    • 8.2.1. North America Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.3. Canada
      • 8.2.3.1. Canada Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Europe Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.2. UK
      • 8.3.2.1. UK Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.3. Germany
      • 8.3.3.1. Germany Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.4. France
      • 8.3.4.1. France Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. China Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.3. Japan
      • 8.4.3.1. Japan Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.4. India
      • 8.4.4.1. India Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.5. Australia
      • 8.4.5.1. Australia Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.6. South Korea
      • 8.4.6.1. South Korea Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Latin America Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.2. UAE
      • 8.6.2.1. UAE Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.3. South Africa
      • 8.6.3.1. South Africa Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.4. KSA
      • 8.6.4.1. KSA Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Recent Developments & Impact Analysis by Key Market Participants
  • 9.2. Company Categorization
  • 9.3. Company Market Positioning
  • 9.4. Company Market Share Analysis
  • 9.5. Company Heat Map Analysis
  • 9.6. Strategy Mapping
    • 9.6.1. Expansion
    • 9.6.2. Mergers & Acquisition
    • 9.6.3. Partnerships & Collaborations
    • 9.6.4. New Product Launches
    • 9.6.5. Research And Development
  • 9.7. Company Profiles
    • 9.7.1. Advanced Micro Devices, Inc.
      • 9.7.1.1. Participant's Overview
      • 9.7.1.2. Financial Performance
      • 9.7.1.3. Product Benchmarking
      • 9.7.1.4. Recent Developments
    • 9.7.2. Alibaba.com
      • 9.7.2.1. Participant's Overview
      • 9.7.2.2. Financial Performance
      • 9.7.2.3. Product Benchmarking
      • 9.7.2.4. Recent Developments
    • 9.7.3. Amazon Web Services, Inc.
      • 9.7.3.1. Participant's Overview
      • 9.7.3.2. Financial Performance
      • 9.7.3.3. Product Benchmarking
      • 9.7.3.4. Recent Developments
    • 9.7.4. Deutsche Post DHL Group
      • 9.7.4.1. Participant's Overview
      • 9.7.4.2. Financial Performance
      • 9.7.4.3. Product Benchmarking
      • 9.7.4.4. Recent Developments
    • 9.7.5. FedEx
      • 9.7.5.1. Participant's Overview
      • 9.7.5.2. Financial Performance
      • 9.7.5.3. Product Benchmarking
      • 9.7.5.4. Recent Developments
    • 9.7.6. International Business Machines Corporation
      • 9.7.6.1. Participant's Overview
      • 9.7.6.2. Financial Performance
      • 9.7.6.3. Product Benchmarking
      • 9.7.6.4. Recent Developments
    • 9.7.7. Intel Corporation
      • 9.7.7.1. Participant's Overview
      • 9.7.7.2. Financial Performance
      • 9.7.7.3. Product Benchmarking
      • 9.7.7.4. Recent Developments
    • 9.7.8. Microsoft Corporation
      • 9.7.8.1. Participant's Overview
      • 9.7.8.2. Financial Performance
      • 9.7.8.3. Product Benchmarking
      • 9.7.8.4. Recent Developments
    • 9.7.9. NVIDIA Corporation
      • 9.7.9.1. Participant's Overview
      • 9.7.9.2. Financial Performance
      • 9.7.9.3. Product Benchmarking
      • 9.7.9.4. Recent Developments
    • 9.7.10. Oracle Corporation
      • 9.7.10.1. Participant's Overview
      • 9.7.10.2. Financial Performance
      • 9.7.10.3. Product Benchmarking
      • 9.7.10.4. Recent Developments
    • 9.7.11. Samsung
      • 9.7.11.1. Participant's Overview
      • 9.7.11.2. Financial Performance
      • 9.7.11.3. Product Benchmarking
      • 9.7.11.4. Recent Developments
    • 9.7.12. SAP SE
      • 9.7.12.1. Participant's Overview
      • 9.7.12.2. Financial Performance
      • 9.7.12.3. Product Benchmarking
      • 9.7.12.4. Recent Developments

List of Tables

  • Table 1. Data and analytics - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2. Global Artificial Intelligence in the supply chain market, 2017 - 2030 (USD Million)
  • Table 3. Global Artificial Intelligence in supply chain market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 4. Global Artificial Intelligence in supply chain market estimates and forecast by technology, 2017 - 2030 (USD Million)
  • Table 5. Global Artificial Intelligence in supply chain market estimates and forecast by application, 2017 - 2030 (USD Million)
  • Table 6. Global Artificial Intelligence in supply chain market estimates and forecast by end use, 2017 - 2030 (USD Million)
  • Table 7. Global Artificial Intelligence in supply chain market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 8. Artificial Intelligence in supply chain market estimates and forecast by hardware, 2017 - 2030 (USD Million)
  • Table 9. Artificial Intelligence in supply chain market estimates and forecast, by software, 2017 - 2030 (USD Million)
  • Table 10. Artificial Intelligence in supply chain market estimates and forecast by services, 2017 - 2030 (USD Million)
  • Table 11. Artificial Intelligence in supply chain market estimates and forecast by Machine Learning, 2017 - 2030 (USD Million)
  • Table 12. Artificial Intelligence in supply chain market estimates and forecast by computer vision, 2017 - 2030 (USD Million)
  • Table 13. Artificial Intelligence in supply chain market estimates and forecast by Natural Language Processing, 2017 - 2030 (USD Million)
  • Table 14. Artificial Intelligence in supply chain market estimates and forecast, by context-aware computing, 2017 - 2030 (USD Million)
  • Table 15. Artificial Intelligence in supply chain market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 16. Artificial Intelligence in supply chain market estimates and forecast, by supply chain planning, 2017 - 2030 (USD Million)
  • Table 17. Artificial Intelligence in supply chain market estimates and forecast by warehouse management, 2017 - 2030 (USD Million)
  • Table 18. Artificial Intelligence in supply chain market estimates and forecast by fleet management, 2017 - 2030 (USD Million)
  • Table 19. Artificial Intelligence in supply chain market estimates and forecast, by virtual assistant, 2017 - 2030 (USD Million)
  • Table 20. Artificial Intelligence in supply chain market estimates and forecast by risk management, 2017 - 2030 (USD Million)
  • Table 21. Artificial Intelligence in supply chain market estimates and forecast by inventory management, 2017 - 2030 (USD Million)
  • Table 22. Artificial Intelligence in supply chain market estimates and forecast by planning & logistics, 2017 - 2030 (USD Million)
  • Table 23. North America Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 24. North America Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 25. North America Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 26. North America Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 27. North America Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 28. U.S. Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 29. U.S. Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 30. U.S. Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 31. U.S. Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 32. U.S. Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 33. Canada Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 34. Canada Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 35. Canada Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 36. Canada Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 37. Canada Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 38. Mexico Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 39. Mexico Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 40. Mexico Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 41. Mexico Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 42. Mexico Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 43. Europe Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 44. Europe Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 45. Europe Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 46. Europe Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 47. Europe Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 48. UK Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 49. UK Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 50. UK Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 51. U.K. Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 52. UK Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 53. Germany Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 54. Germany Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 55. Germany Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 56. Germany Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 57. Germany Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 58. France Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 59. France Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 60. France Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 61. France Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 62. France Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 63. Asia Pacific Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 64. Asia Pacific Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 65. Asia Pacific Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 66. Asia Pacific Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 67. Asia Pacific Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 68. China Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 69. China Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 70. China Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 71. China Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 72. China Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 73. India Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 74. India Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 75. India Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 76. India Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 77. India Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 78. Japan Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 79. Japan Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 80. Japan Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 81. Japan Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 82. Japan Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 83. South Korea Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 84. South Korea Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 85. South Korea Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 86. South Korea Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 87. South Korea Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 88. Australia Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 89. Australia Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 90. Australia Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 91. Australia Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 92. Australia Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 93. Latin America Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 94. Latin America Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 95. Latin America Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 96. Latin America Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 97. Latin America Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 98. Brazil Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 99. Brazil Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 100. Brazil Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 101. Brazil Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 102. Brazil Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 103. Middle East & Africa Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 104. Middle East & Africa Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 105. Middle East & Africa Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 106. Middle East & Africa Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 107. Middle East & Africa Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 108. UAE Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 109. UAE Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 110. UAE Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 111. UAE Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 112. UAE Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 113. KSA Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 114. KSA Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 115. KSA Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 116. KSA Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 117. KSA Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)
  • Table 118. South Africa Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Table 119. South Africa Artificial Intelligence in supply chain market estimates and forecast, by offering, 2017 - 2030 (USD Million)
  • Table 120. South Africa Artificial Intelligence in supply chain market estimates and forecast, by technology, 2017 - 2030 (USD Million)
  • Table 121. South Africa Artificial Intelligence in supply chain market estimates and forecast, by application, 2017 - 2030 (USD Million)
  • Table 122. South Africa Artificial Intelligence in supply chain market estimates and forecast, by end use, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Artificial Intelligence in Supply Chain Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot
  • Fig. 9 Competitive Landscape Snapshot
  • Fig. 10 Artificial Intelligence in the supply chain- Market Size and Growth Prospects (USD Million)
  • Fig. 11 Artificial Intelligence in Supply Chain Market: Industry Value Chain Analysis
  • Fig. 12 Artificial Intelligence in Supply Chain Market: Market Dynamics
  • Fig. 13 Artificial Intelligence in Supply Chain Market: PORTER's Analysis
  • Fig. 14 Artificial Intelligence in Supply Chain Market: PESTEL Analysis
  • Fig. 15 Artificial Intelligence in Supply Chain Market Share by Offering, 2023 & 2030 (USD Million)
  • Fig. 16 Artificial Intelligence in Supply Chain Market, by Offering: Market Share, 2023 & 2030
  • Fig. 17 Hardware Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 18 Software Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 19 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 20 Artificial Intelligence in Supply Chain Market Share by Technology, 2023 & 2030 (USD Million)
  • Fig. 21 Artificial Intelligence in Supply Chain Market, by Technology: Market Share, 2023 & 2030
  • Fig. 22 Machine Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 23 Computer Vision Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 24 Natural Language Processing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 Context-Aware Computing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 26 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 27 Artificial Intelligence in Supply Chain Market Share by Application, 2023 & 2030 (USD Million)
  • Fig. 28 Artificial Intelligence in Supply Chain Market, by Application: Market Share, 2023 & 2030
  • Fig. 29 Supply Chain Planning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 30 Warehouse Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 31 Fleet Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 32 Virtual Assistant Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 33 Risk Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 34 Inventory Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 35 Planning & Logistics Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 36 Artificial Intelligence in Supply Chain Market Share by End Use, 2023 & 2030 (USD Million)
  • Fig. 37 Artificial Intelligence in Supply Chain Market, by End Use: Market Share, 2023 & 2030
  • Fig. 38 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 39 Food and Beverages Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 40 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 41 Automotive Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 42 Aerospace Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 43 Retail Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 44 Consumer-Packaged Goods Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 45 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 46 Artificial Intelligence in Supply Chain Market Revenue, by Region, 2023 & 2030 (USD Million)
  • Fig. 47 Regional Marketplace: Key Takeaways
  • Fig. 48 Regional Marketplace: Key Takeaways
  • Fig. 49 North America Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 U.S. Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Canada Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 Europe Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 UK Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
  • Fig. 54 Germany Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 55 France Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 56 Asia Pacific Artificial Intelligence in Supply Chain Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 57 China Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 58 Japan Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 59 India Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 60 Australia Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 South Korea Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 62 Latin America Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 63 Brazil Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 64 MEA Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 65 UAE Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 66 South Africa Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 67 KSA Artificial Intelligence in Supply Chain Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 68 Key Company Categorization
  • Fig. 69 Company Market Positioning
  • Fig. 70 Key Company Market Share Analysis, 2023
  • Fig. 71 Strategic Framework