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市场调查报告书
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1530078

供应链中的人工智慧市场规模、份额和趋势分析报告：按产品、按技术、按最终用途、按地区、细分市场趋势：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个工作天内

价格

供应链市场成长与趋势中的人工智慧：

Grand View Research, Inc.最新报告显示，到2030年，全球供应链人工智慧市场规模预计将达到511.2亿美元，2024年至2030年复合年增长率为38.9%。智慧自动化、更智慧的工作流程、提供可操作的见解以加速价值实现、提高敏捷性和增强供应链弹性是推动市场成长的一些因素。供应链产业越来越多地使用业务流程管理 (BPM) 和人工智慧等自动化技术来扩展和简化整个组织的决策。透过自动化供应链业务中的低阶任务，人工智慧有助于提高业务效率、释放资源并简化流程，预计将显着推动市场成长。

下一代供应链控制塔技术透过可操作的工作流程、进阶分析和端到端可视性，帮助组织更快地识别和解决关键供应链问题。透过利用客製化工作流程、自动化、人工智慧和开放平台的力量，公司可以更好地预测、规划和应对复杂的供应链营运挑战。人工智慧技术的这些特点和好处预计将增加其在供应链产业的需求。

此外，公共机构和私人企业在供应链产业中与人工智慧相关的措施也有望加速市场扩张。例如，2022 年 11 月，专注于软体解决方案的科技公司微软宣布了一种开放的供应链资料库方法，将SaaS 应用程式、安全性、低程式码、协作和Microsoft AI 的优势结合到一个可扩展的平台推出。

组织不断采取联盟、收购和合併等倡议，以在竞争激烈的市场中获得优势。例如，提供咨询和资讯科技服务的Accenture于2022年12月宣布与美国地球影像处理公司Planet Labs PBC建立合作关係。两家公司将把埃森哲深厚的行业和技术专业知识以及广泛的可持续发展服务与 Planet Labs PBC 的高频卫星图像资料相结合，提供特定资料的气候风险评估、可追溯的供应链策略、测量等。

供应链市场中的人工智慧报告亮点

  • 透过提供服务，软体细分市场将在 2023 年以 41.8% 的最大收益占有率引领市场。电子商务和全通路零售的成长需要灵活且高效的供应链，而人工智慧驱动的软体可以促进这一点。
  • 按技术划分，机器学习领域在 2023 年以 36.3% 的最大收益占有率引领市场。机器学习演算法可以处理供应链内的复杂任务，实现流程自动化，并比传统方法更快、更准确地做出资料主导的决策。
  • 从应用来看，供应链规划领域在 2023 年以 32.5% 的最大收益占有率引领市场。现代供应链非常复杂，而且通常分布在全球各地。人工智慧驱动的规划工具透过优化存量基准、生产计划和运输路线来避免复杂性，从而节省成本并提高效率。
  • 按最终用途划分，汽车领域以 2023 年 17.7% 的最大销售份额引领市场。汽车製造商严重依赖 JIT 製造，即零件在组装上需要时准确到达。供应链中的人工智慧可优化交货计划和库存管理，确保生产流程顺畅并降低与持有剩余零件相关的成本。
  • 北美地区以2023年销售份额38.4%占据市场主导地位，占全球销售份额最大。该地区的供应链公司越来越多地寻找提高供应链资料和流程可见度和透明度的方法。人工智慧可以透过提供对存量基准、运输时间表和其他重要因素的即时洞察来帮助实现这一目标。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章供应链市场中的人工智慧变数、趋势和范围

  • 市场介绍/系统展望
  • 市场规模及成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
  • 供应链市场分析工具中的人工智慧
    • 波特的分析
    • PESTEL分析

第四章供应链人工智慧市场：依产品估算及趋势分析

  • 细分仪表板
  • 供应链市场中的人工智慧：2023 年和 2030 年产品变化分析
  • 硬体
  • 软体
  • 服务

第五章供应链人工智慧市场：技术预估与趋势分析

  • 细分仪表板
  • 供应链人工智慧市场：2023年和2030年技术变化分析
  • 机器学习
  • 电脑视觉
  • 自然语言处理
  • 上下文感知计算
  • 其他的

第六章供应链人工智慧市场：应用、估算与趋势分析

  • 细分仪表板
  • 供应链人工智慧市场：2023年和2030年应用变化分析
  • 供应链规划
  • 仓库管理
  • 车队管理
  • 虚拟助理
  • 风险管理
  • 库存管理
  • 规划和物流

第七章供应链人工智慧市场：终端应用、估算与趋势分析

  • 细分仪表板
  • 供应链中的人工智慧市场：最终用途变化分析，2023 年和 2030 年
  • 製造业
  • 饮食
  • 医疗保健
  • 车
  • 航太
  • 零售
  • 消费品
  • 其他的

第八章供应链人工智慧市场：区域、估算与趋势分析

  • 2023年和2030年人工智慧在供应链领域的市场占有率（按地区），百万美元
  • 北美洲
    • 2017-2030年北美供应链人工智慧市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 2017-2030 年欧洲供应链人工智慧市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2017-2030 年亚太地区供应链人工智慧市场预估与预测
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 2017-2030 年拉丁美洲供应链人工智慧市场估计与预测
    • 巴西
  • 中东/非洲
    • 2017-2030 年中东和非洲供应链人工智慧市场估计与预测
    • 阿拉伯聯合大公国
    • 南非
    • 沙乌地阿拉伯

第9章 竞争格局

  • 主要市场参与企业的最新趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 企业热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与协作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • 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