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市场调查报告书
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1619622

2024 年物流生成式人工智慧 (AI) 全球市场报告

Generative Artificial Intelligence (AI) in Logistics Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

物流领域的生成人工智慧 (AI) 市场规模预计将在未来几年呈指数级增长。 2028年，将以32.5%的复合年增长率成长至18.6亿美元。预测期内的预期成长也将受到对即时资料的需求不断增长、物联网设备的使用不断增加、人工智慧技术投资增加、提高供应链可视性的需求以及改善客户体验的需求的推动。这段时期的主要趋势包括技术进步、自动驾驶汽车、预测分析、机器人流程自动化和数数位双胞胎。

电子商务销售的预期成长预计将推动物流领域人工智慧（AI）的发展。随着电子商务因其便利性、产品范围广泛以及数位技术的兴起而变得越来越普遍，生成式人工智慧将越来越多地用于简化库存管理、改进路线规划和预测需求，从而提高效率并节省成本。例如，2024年5月，商务部人口普查局的报告显示，2023年电子商务销售额约为11,187亿美元。 2024年第一季零售总额约1.82兆美元，其中电子商务销售额较2023年同期成长8.5%，而零售总额成长2.8%。电子商务的成长正在推动生成式人工智慧 (AI) 在物流的扩展。

物流市场产生人工智慧（AI）的主要参与企业专注于采用自然语言介面等最尖端科技来提高供应链管理的业务效率和准确性。自然语言介面允许使用者使用日常语言与供应链管理软体进行交互，从而简化资料查询、报告生成和营运管理，而无需专门的技术知识。例如，2023 年 9 月，美国供应链视觉性和物流技术公司 FourKites, Inc. 宣布推出 FinAI，这是一种旨在改善供应链管理的生成式人工智慧工具。 FinAI 利用自然语言介面透过分析大量资料（包括每天 300 万次发货、1800 万次预计到达时间 (ETA) 和每年追踪的 620 亿英里）来获取见解，自动执行任务并优化营运。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球物流生成物流(AI) 市场：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球生成人工智慧 (AI) 在物流市场的表现：规模和成长，2018-2023
  • 全球生成式人工智慧 (AI)物流市场预测：规模与成长，2023-2028 年、2033 年

第六章 市场细分

  • 全球物流市场产生人工智慧（AI）：按类型、实际和预测，2018-2023、2023-2028、2033
  • 变分自动编码器 (VAE)
  • 生成对抗网路（GAN）
  • 循环神经网路 (RNN)
  • 长短期记忆 (LSTM) 网络
  • 其他的
  • 全球物流市场产生人工智慧（AI）：按组成部分、绩效和预测，2018-2023、2023-2028、2033
  • 软体
  • 硬体
  • 解决方案
  • 全球生成式人工智慧 (AI) 在物流市场的应用：按部署模式、效能和预测划分，2018-2023、2023-2028、2033
  • 本地
  • 云端基础
  • 全球物流生成物流(AI) 市场：按应用、效能和预测，2018-2023、2023-2028、2033
  • 仓库管理
  • 路线优化
  • 库存管理
  • 供应链分析
  • 最后一公里配送优化
  • 客户服务业务
  • 其他的
  • 物流市场中的全球生成人工智慧 (AI)：按最终用户、实际和预测，2018-2023、2023-2028、2033
  • 零售
  • 医疗保健
  • 银行/金融
  • 航太
  • 通讯
  • 科技
  • 其他的

第 7 章 区域/国家分析

  • 全球物流市场产生人工智慧（AI）：按地区、绩效和预测，2018-2023、2023-2028、2033
  • 全球物流市场产生人工智慧（AI）：按国家、绩效和预测，2018-2023、2023-2028、2033

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 物流领域的生成人工智慧 (AI) 市场：竞争格局
  • 物流领域的生成式人工智慧 (AI) 市场：公司简介
    • Microsoft Corporation
    • Amazon Web Services Inc.
    • Intel Corporation
    • Accenture plc
    • International Business Machines Corporation

第31章 其他大型创新企业

  • Oracle Corporation
  • Honeywell International Inc.
  • SAP SE
  • NVIDIA Corporation
  • Cognizant Technology Solutions Corporation
  • Epicor Software Corporation
  • Blue Yonder Group Inc.
  • Coupa Software Incorporated
  • Kinaxis Inc.
  • ShipBob Inc.
  • Project44 Inc.
  • Vorto Inc.
  • Logility Inc.
  • FourKites Inc.
  • Shippeo SAS

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章 未来展望与潜力分析

第36章附录

简介目录
Product Code: r20627

Generative artificial intelligence (AI) in logistics involves leveraging sophisticated algorithms and machine learning to improve logistics processes. This includes forecasting demand, optimizing delivery routes, and efficiently managing inventory, leading to reduced costs, more precise deliveries, better operational efficiency, and enhanced customer satisfaction.

Key types of generative AI used in logistics include variational autoencoders (VAEs), generative adversarial networks (GANs), recurrent neural networks (RNNs), and long short-term memory (LSTM) networks, among others. A Variational Autoencoder (VAE) is an artificial neural network designed to create new data similar to the input data. Components of generative AI encompass software, hardware, and various solutions, with deployment options available both on-premises and in the cloud. Generative AI applications in logistics span warehouse management, route optimization, inventory control, supply chain analytics, last-mile delivery optimization, and customer service, with use cases across industries such as retail, healthcare, banking and finance, aerospace, telecommunications, and technology.

The generative artificial intelligence (AI) in logistics market research report is one of a series of new reports from The Business Research Company that provides generative artificial intelligence (AI) in logistics market statistics, including generative artificial intelligence (AI) in logistics industry global market size, regional shares, competitors with a generative artificial intelligence (AI) in logistics market share, detailed generative artificial intelligence (AI) in logistics market segments, market trends and opportunities, and any further data you may need to thrive in medical connectors industry. This generative artificial intelligence (AI) in logistics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The generative artificial intelligence (AI) in logistics market size has grown exponentially in recent years. It will grow from $0.45 billion in 2023 to $0.60 billion in 2024 at a compound annual growth rate (CAGR) of 32.4%. The growth observed in the historical period can be ascribed to several factors, the increasing need for real-time data analysis, the expansion of e-commerce, the global growth of supply chains, the development of industrial infrastructure, and the rise of automation in warehouse management.

The generative artificial intelligence (AI) in logistics market size is expected to see exponential growth in the next few years. It will grow to $1.86 billion in 2028 at a compound annual growth rate (CAGR) of 32.5%. The projected growth during the forecast period is driven by the rising demand for real-time data, the growing use of IoT devices, increased investment in AI technologies, the need for better supply chain visibility, and the demand for improved customer experiences. Key trends anticipated in this period include technological advancements, autonomous vehicles, predictive analytics, robotic process automation, and digital twins.

The anticipated growth in e-commerce sales is expected to drive advancements in generative artificial intelligence (AI) within the logistics sector. As e-commerce becomes more popular due to its convenience, broader product range, and the rise of digital technology, generative AI is increasingly used to streamline inventory management, improve route planning, and forecast demand, leading to greater efficiency and cost savings. For example, in May 2024, a report from the Census Bureau of the Department of Commerce revealed that e-commerce sales in 2023 totaled approximately $1,118.7 billion. During the first quarter of 2024, total retail sales were about $1,820.0 billion, with e-commerce sales experiencing an 8.5% increase from the same period in 2023, compared to a 2.8% rise in overall retail sales. This growth in e-commerce is fueling the expansion of generative AI in the logistics market.

Key players in the generative AI logistics market are focusing on adopting cutting-edge technologies such as natural language interfaces to boost operational efficiency and accuracy in supply chain management. A natural language interface allows users to interact with supply chain management software using everyday language, simplifying data queries, report generation, and operational management without requiring specialized technical expertise. For instance, in September 2023, FourKites, Inc., a US-based supply chain visibility and logistics technology firm, introduced FinAI, a generative AI tool designed to improve supply chain management. FinAI leverages a natural language interface to extract insights, automate tasks, and optimize operations by analyzing vast amounts of data, including 3 million shipments per day, 18 million estimated times of arrival (ETAs), and 62 billion miles tracked annually.

In September 2023, Logility Inc., a US-based software company, acquired Garvis BV, a Belgium-based provider of generative AI in logistics, for an undisclosed amount. This acquisition is intended to accelerate the incorporation of AI-driven demand forecasting technology into Logility's supply chain learning solutions.

Major companies operating in the generative artificial intelligence (AI) in logistics market are Microsoft Corporation, Amazon Web Services Inc., Intel Corporation, Accenture plc, International Business Machines Corporation, Oracle Corporation, Honeywell International Inc., SAP SE, NVIDIA Corporation, Cognizant Technology Solutions Corporation, Epicor Software Corporation, Blue Yonder Group Inc., Coupa Software Incorporated, Kinaxis Inc., ShipBob Inc., Project44 Inc., Vorto Inc., Logility Inc., FourKites Inc., Shippeo SAS, Freightos Ltd., Slync.io Inc., Locus.sh, ClearMetal Inc.

North America was the largest region in the generative artificial intelligence (AI) in logistics market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the generative artificial intelligence (AI) in logistics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the generative artificial intelligence (AI) in logistics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The generative artificial intelligence (AI) in logistics market consists of revenues earned by entities by providing services such as real-time data analysis, dynamic pricing optimization, predictive maintenance, customer behavior analysis, and fraud detection. The market value includes the value of related goods sold by the service provider or included within the service offering. The generative artificial intelligence (AI) in logistics market also includes sales of autonomous vehicles, autonomous vehicle drones, and warehouse robotic solutions. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Generative Artificial Intelligence (AI) in Logistics Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on generative artificial intelligence (AI) in logistics market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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  • Measure the impact of high global inflation on market growth.
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Where is the largest and fastest growing market for generative artificial intelligence (AI) in logistics ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The generative artificial intelligence (AI) in logistics market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Type: Variational Autoencoder (VAE); Generative Adversarial Networks (GANs); Recurrent Neural Networks (RNNs); Long Short-Term Memory (LSTM) networks; Other Types
  • 2) By Component: Software; Hardware; Solution
  • 3) By Deployment Mode: On-Premises; Cloud-Based
  • 4) By Application: Warehouse Management; Route Optimization; Inventory Management; Supply Chain Analytics; Last-Mile Delivery Optimization; Customer Service Operations; Other Applications
  • 5) By End-User: Retail; Healthcare; Banking And Finance; Aerospace; Telecommunication; Technology; Other End-Users
  • Companies Mentioned: Microsoft Corporation; Amazon Web Services Inc.; Intel Corporation; Accenture plc; International Business Machines Corporation
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Generative Artificial Intelligence (AI) In Logistics Market Characteristics

3. Generative Artificial Intelligence (AI) In Logistics Market Trends And Strategies

4. Generative Artificial Intelligence (AI) In Logistics Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Generative Artificial Intelligence (AI) In Logistics Market Size and Growth

  • 5.1. Global Generative Artificial Intelligence (AI) In Logistics Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Generative Artificial Intelligence (AI) In Logistics Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Generative Artificial Intelligence (AI) In Logistics Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Generative Artificial Intelligence (AI) In Logistics Market Segmentation

  • 6.1. Global Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Variational Autoencoder (VAE)
  • Generative Adversarial Networks (GANs)
  • Recurrent Neural Networks (RNNs)
  • Long Short-Term Memory (LSTM) Networks
  • Other Types
  • 6.2. Global Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Software
  • Hardware
  • Solution
  • 6.3. Global Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Deployment Mode, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • On-Premises
  • Cloud-Based
  • 6.4. Global Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Warehouse Management
  • Route Optimization
  • Inventory Management
  • Supply Chain Analytics
  • Last-Mile Delivery Optimization
  • Customer Service Operations
  • Other Applications
  • 6.5. Global Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Retail
  • Healthcare
  • Banking And Finance
  • Aerospace
  • Telecommunication
  • Technology
  • Other End-Users

7. Generative Artificial Intelligence (AI) In Logistics Market Regional And Country Analysis

  • 7.1. Global Generative Artificial Intelligence (AI) In Logistics Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Generative Artificial Intelligence (AI) In Logistics Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Generative Artificial Intelligence (AI) In Logistics Market

  • 8.1. Asia-Pacific Generative Artificial Intelligence (AI) In Logistics Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Generative Artificial Intelligence (AI) In Logistics Market

  • 9.1. China Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 9.2. China Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Generative Artificial Intelligence (AI) In Logistics Market

  • 10.1. India Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Generative Artificial Intelligence (AI) In Logistics Market

  • 11.1. Japan Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 11.2. Japan Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Generative Artificial Intelligence (AI) In Logistics Market

  • 12.1. Australia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Generative Artificial Intelligence (AI) In Logistics Market

  • 13.1. Indonesia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Generative Artificial Intelligence (AI) In Logistics Market

  • 14.1. South Korea Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 14.2. South Korea Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Generative Artificial Intelligence (AI) In Logistics Market

  • 15.1. Western Europe Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 15.2. Western Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Generative Artificial Intelligence (AI) In Logistics Market

  • 16.1. UK Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Generative Artificial Intelligence (AI) In Logistics Market

  • 17.1. Germany Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Generative Artificial Intelligence (AI) In Logistics Market

  • 18.1. France Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Generative Artificial Intelligence (AI) In Logistics Market

  • 19.1. Italy Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Generative Artificial Intelligence (AI) In Logistics Market

  • 20.1. Spain Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Generative Artificial Intelligence (AI) In Logistics Market

  • 21.1. Eastern Europe Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 21.2. Eastern Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Generative Artificial Intelligence (AI) In Logistics Market

  • 22.1. Russia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Generative Artificial Intelligence (AI) In Logistics Market

  • 23.1. North America Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 23.2. North America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Generative Artificial Intelligence (AI) In Logistics Market

  • 24.1. USA Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 24.2. USA Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Generative Artificial Intelligence (AI) In Logistics Market

  • 25.1. Canada Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 25.2. Canada Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Generative Artificial Intelligence (AI) In Logistics Market

  • 26.1. South America Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 26.2. South America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Generative Artificial Intelligence (AI) In Logistics Market

  • 27.1. Brazil Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Generative Artificial Intelligence (AI) In Logistics Market

  • 28.1. Middle East Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 28.2. Middle East Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Generative Artificial Intelligence (AI) In Logistics Market

  • 29.1. Africa Generative Artificial Intelligence (AI) In Logistics Market Overview
  • 29.2. Africa Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Generative Artificial Intelligence (AI) In Logistics Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Generative Artificial Intelligence (AI) In Logistics Market Competitive Landscape And Company Profiles

  • 30.1. Generative Artificial Intelligence (AI) In Logistics Market Competitive Landscape
  • 30.2. Generative Artificial Intelligence (AI) In Logistics Market Company Profiles
    • 30.2.1. Microsoft Corporation
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Amazon Web Services Inc.
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Intel Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Accenture plc
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. International Business Machines Corporation
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Generative Artificial Intelligence (AI) In Logistics Market Other Major And Innovative Companies

  • 31.1. Oracle Corporation
  • 31.2. Honeywell International Inc.
  • 31.3. SAP SE
  • 31.4. NVIDIA Corporation
  • 31.5. Cognizant Technology Solutions Corporation
  • 31.6. Epicor Software Corporation
  • 31.7. Blue Yonder Group Inc.
  • 31.8. Coupa Software Incorporated
  • 31.9. Kinaxis Inc.
  • 31.10. ShipBob Inc.
  • 31.11. Project44 Inc.
  • 31.12. Vorto Inc.
  • 31.13. Logility Inc.
  • 31.14. FourKites Inc.
  • 31.15. Shippeo SAS

32. Global Generative Artificial Intelligence (AI) In Logistics Market Competitive Benchmarking

33. Global Generative Artificial Intelligence (AI) In Logistics Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Generative Artificial Intelligence (AI) In Logistics Market

35. Generative Artificial Intelligence (AI) In Logistics Market Future Outlook and Potential Analysis

  • 35.1 Generative Artificial Intelligence (AI) In Logistics Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Generative Artificial Intelligence (AI) In Logistics Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Generative Artificial Intelligence (AI) In Logistics Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer