Generative Ai In Logistics Market

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Generative AI in Logistics Market, By Type (Variational Autoencoder (VAE), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) Networks, Others); By Component (Software, Services); By Deployment Mode (Cloud, On-premises); By Application (Route Optimization, Demand Forecasting, Warehouse & Inventory Management, Supply Chain Automation, Predictive Maintenance, Risk Management, Customized Logistics Solutions, Others); By End User (Road Transportation, Railway Transportation, Aviation, Shipping, Ports); By Region (North America, Europe, Asia Pacific, Latin America, Middle East and Africa), Global Trend Analysis, Competitive Landscape & Forecast, 2019–2031

Published Date: January 2025
Report ID: BWC25017
Available Format: PDF
Page: 511

Report Overview

The rising adoption of automation and AI technologies to optimize supply chain processes and growing need for enhanced decision-making capabilities in logistics operations are expected to boost the growth of Global Generative AI in Logistics Market during the forecast period between 2025 and 2031.

Global Generative AI in Logistics Market - Industry Trends & Forecast Report, 2031

Global Generative AI in Logistics Market size was estimated to be worth USD 1.10 billion in 2024. During the forecast period between 2025 and 2031, Global Generative AI in Logistics Market size is projected to grow at a robust CAGR of 44.20%, reaching a value of USD 15.60 billion by 2031. Major growth factors for Global Generative AI in Logistics Market include rising investments in artificial intelligence (AI) to standardize processes and optimize last-mile delivery. Generative AI provides various benefits to the logistics sector, such as demand forecasting, warehouse and inventory management, route optimization, and supply chain automation, that allow industry players to make smart decisions in real time and contributes to its market growth.

Generative AI in Logistics Market

Generative AI in Logistics – Overview

The term "generative AI" describes artificial intelligence models used to produce original text, audio, video, or image material. Long short-term memory (LSTM) networks, generative adversarial networks (GANs), recurrent neural networks (RNNs), variational autoencoders (VAEs), and others are the primary forms of generative AI in logistics. GenAI provides a wide range of advanced capabilities, including the ability to quickly model and optimize operational strategies using real-time data, efficiently analyze and classify all types of structured and unstructured data, create automated multi-format decision-making content (texts, visualizations, etc.), synthesize important insights from vast amounts of complex data, and respond instantly to inquiries.

Global Generative AI in Logistics Market

Growth Drivers

Rising Demand for Supply Chain Optimization

Global Generative AI in Logistics Market is gaining significant traction due to its potential to optimize supply chains and improve efficiency. EY (Ernst & Young) estimates that around 40% of supply chain organizations are now investing in GenAI. Generative AI technologies, such as predictive analytics and route optimization algorithms, enable companies to streamline operations, reduce costs, and enhance decision-making in real-time. These solutions also facilitate forecasting, inventory management, and transportation scheduling, which assist logistics companies navigate through market fluctuations and external disruptions. The expanding global chain and increasing complexity in supply chains are anticipated to boost the adoption of generative AI during the forecast period for companies to stay competitive.

Challenges

Data Privacy and Security Concerns

A major factor restricting the wider adoption of generative AI in logistics is concerns over data privacy and security. Logistics companies deal with large amounts of data, including sensitive information such as consumer data, shipment details, and proprietary business information. Generative AI systems rely on these large datasets to train and optimize algorithms. This exposes the sensitive and valuable data to cyberattacks, unauthorized access, or misuse. These privacy and security challenges can hinder AI adoption, especially in regions with strict data governance laws, slowing the overall market growth.

Impact of Escalating Geopolitical Tensions on Global Generative AI in Logistics Market

Escalating geopolitical tensions is anticipated to present lucrative growth opportunities to companies in Global Generative AI in Logistics Market. Due to trade restrictions, border closures, and transportation delays, geopolitical tensions disrupt the global supply chain. These disruptions accelerated the adoption of generative AI in the logistics sector to overcome these hurdles. Generative AI is being used to predict and mitigate these disruptions by optimizing routes, forecasting demand fluctuations, and finding alternative suppliers and routes. However, geopolitical conflicts may also pose significant challenges for the generative AI market due to the availability of limited real-time consumer data required to train these AI systems, thereby impacting AI model accuracy.

Global Generative AI in Logistics Market

Segmental Coverage

Global Generative AI in Logistics Market – By Type

Based on type, Global Generative AI in Logistics Market is segmented into variational autoencoders (VAE), generative adversarial networks (GANs), recurrent neural networks (RNNs), long short-term memory (LSTM) networks, and others. The generative adversarial networks (GANs) account for the largest market share of Global Generative AI in Logistics Market by type. GANs in the logistics sector are used to generate solutions for various challenges, such as route planning, inventory management, and demand forecasting, that help companies anticipate challenges and optimize decision-making.

Global Generative AI in Logistics Market – By Component

On the basis of component, Global Generative AI in Logistics Market is segmented into software and services. The software segment holds a larger share of Global Generative AI in Logistics Market. Generative AI software assists the logistics sector in improving operational efficiency through route planning and inventory management. These tools also help reduce costs through predictive maintenance, fuel consumption management, schedule maintenance, and resource allocation. Furthermore, these AI tools leverage vast amounts of data generated in the logistics sector for predictive insights, which drives the demand for generative AI applications in the market.

Global Generative AI in Logistics Market – By Deployment Mode

Based on deployment mode, Global Generative AI in Logistics Market is split into cloud and on-premises segments. The cloud segment accounts for a higher market share of Global Generative AI in Logistics Market by deployment mode. The cloud-based deployment for generative AI is the primary choice for the logistics sector because of the scalability, flexibility, and cost-effectiveness. The cloud infrastructure allows logistic companies to expand easily without the need for significant investment in physical hardware.

Generative AI in Logistics Market Size

Global Generative AI in Logistics Market – By Application

Global Generative AI in Logistics Market by application is segmented into route optimization, demand forecasting, warehouse & inventory management, supply chain automation, predictive maintenance, risk management, customized logistics solutions, and other applications. The route optimization segment holds the largest share in global generative AI in the logistics market. Generative AI is often deployed in the logistics sector to optimize routes through historical data analysis, real-time traffic conditions, and other factors. The analysis is then used to form efficient transportation plans to minimize transportation costs and reduce delivery times. The demand forecasting segment also covers substantial market share. Generative AI allows supply chain managers to predict future trends through historical data and automate ordering plans to maintain inventory.

Global Generative AI in Logistics Market – By End User

Based on end user, Global Generative AI in Logistics Market is segmented into road transportation, railway transportation, aviation, shipping, and ports. The road transportation segment accounts for the highest market share. Generative AI offers many benefits in the road transportation of logistics to improve efficiency, reduce cost, and enhance customer experience. Logistics companies that operate through road transportation can perform many functions through generative AI, like predicting traffic patterns, optimizing routes, and improving fuel efficiency.

Global Generative AI in Logistics Market – By Region

The in-depth research report on Global Generative AI in Logistics Market covers a number of country-specific markets across five major regions: North America, Europe, Asia Pacific (APAC), Latin America, and Middle East and Africa. North America dominates Global Generative AI in Logistics Market. The presence of industry leaders in generative AI, including Google, AWS, OpenAI, and IBM, directly fuels its adoption in the logistics sector. Logistics companies in the United States are leveraging advanced technologies, such as generative AI, for various purposes, such as tracking consumer behavior and historical sales data, optimizing production plans, and performing risk anticipation. These cases improve the productivity and resilience of operations in the logistics sector, boosting the adoption of generative AI in the region.

Generative AI in Logistics market Share

Competitive Landscape

Global Generative AI in Logistics market is highly competitive, as a number of companies are competing to gain a significant market share. Key players in the market include Blue Yonder, C. H. Robinson, FedEx Corp., Google Cloud, IBM, Microsoft, PackageX, Salesforce, Deutsche Post AG, Schneider Electric, and A.P. Moller – Maersk. To further enhance their market share, these companies employ various strategies, including mergers and acquisitions, partnerships, joint ventures, license agreements, and new product launches.

Recent Developments

In May 2024 – Samsung SDS Co., the information technology service unit under Samsung Group, announced an upgrade to Cello Square, its digital freight forwarding service platform, to counter disruptions in the global supply chain.

Scope of the Report

Attributes	Details
Years Considered	Historical Data – 2019–2024
	Base Year – 2024
	Estimated Year – 2025
	Forecast Period– 2025–2031
Facts Covered	Revenue in USD Billion
Market Coverage	North America, Europe, Asia Pacific, Latin America, Middle East and Africa
Product/ Service Segmentation	Type, Component, Deployment Mode, Application, End User, Region
Key Players	Blue Yonder, C. H. Robinson, FedEx Corp, Google Cloud, IBM, Microsoft, PackageX, Salesforce, Deutsche Post AG, Schneider Electric, A.P. Moller – Maersk

By Type

Variational Autoencoder (VAE)
Generative Adversarial Networks (GANs)
Recurrent Neural Networks (RNNs)
Long Short-Term Memory (LSTM) networks
Others

By Component

Software
Services

By Deployment Mode

Cloud
On-premises

By Application

Route Optimization
Demand Forecasting
Warehouse & Inventory Management
Supply Chain Automation
Predictive Maintenance
Risk Management
Customized Logistics Solutions
Others

By End User

Road Transportation
Railway Transportation
Aviation
Shipping & Ports

By Region

North America
Europe
Asia Pacific (APAC)
Latin America (LATAM)
Middle East and Africa (MEA)

Research Framework
1. Research Objective
2. Product Overview
3. Market Segmentation
Executive Summary
Global Generative AI in Logistics Market Insights
1. Industry Value Chain Analysis
2. DROC Analysis
  1. Growth Drivers
    1. Rising Adoption of Automation and AI Technologies to Optimize Supply Chain Processes
    2. Growing Need for Enhanced Decision-Making Capabilities in Logistics Operations
    3. Increasing Use of Predictive Analytics for Demand Forecasting and Route Optimization
  2. Restraints
    1. High Implementation Costs of Generative AI Solutions for Logistics Companies
    2. Limited AI Expertise and Skilled Workforce to Operate and Manage AI Technologies
  3. Opportunities
    1. Integration of Generative AI with IoT, Blockchain, and Robotics to Enhance Supply Chain Efficiency
    2. Development of AI-driven Autonomous Vehicles and Drones for Logistics Operations
    3. Growing Adoption of Generative AI in Warehouse Management and Inventory Optimization
  4. Challenges
    1. Managing Data Quality and Standardization Across Fragmented Supply Chain Networks.
    2. Data Privacy and Cybersecurity Concerns in Handling Sensitive Logistics Data
3. Technological Advancements/Recent Developments
4. Regulatory Framework
5. Porter’s Five Forces Analysis
  1. Bargaining Power of Suppliers
  2. Bargaining Power of Buyers
  3. Threat of New Entrants
  4. Threat of Substitutes
  5. Intensity of Rivalry
Global Generative AI in Logistics Market: Marketing Strategies
Global Generative AI in Logistics Market: Geographical Analysis
1. Global Generative AI in Logistics Market, Geographical Analysis, 2024
2. Global Generative AI in Logistics Market, Market Attractiveness Analysis, 2024–2031
Global Generative AI in Logistics Market Overview
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
    1. Variational Autoencoder (VAE)
    2. Generative Adversarial Networks (GANs)
    3. Recurrent Neural Networks (RNNs)
    4. Long Short-Term Memory (LSTM) networks
    5. Others
  2. By Component
    1. Software
    2. Services
  3. By Deployment Mode
    1. Cloud
    2. On-premises
  4. By Application
    1. Route Optimization
    2. Demand Forecasting
    3. Warehouse & Inventory Management
    4. Supply Chain Automation
    5. Predictive Maintenance
    6. Risk Management
    7. Customized Logistics Solutions
    8. Others
  5. By End User
    1. Road Transportation
    2. Railway Transportation
    3. Aviation
    4. Shipping & Ports
  6. By Region
    1. North America
    2. Europe
    3. Asia Pacific (APAC)
    4. Latin America (LATAM)
    5. Middle East and Africa (MEA)
North America Generative AI in Logistics Market
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
  2. By Component
  3. By Deployment Mode
  4. By Application
  5. By End User
  6. By Country
    1. United States
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    2. Canada
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
Europe Generative AI in Logistics Market
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
  2. By Component
  3. By Deployment Mode
  4. By Application
  5. By End User
  6. By Country
    1. Germany
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    2. United Kingdom
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    3. Italy
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    4. France
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    5. Spain
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    6. Belgium
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    7. Russia
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    8. The Netherlands
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    9. Rest of Europe
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
Asia Pacific Generative AI in Logistics Market
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
  2. By Component
  3. By Deployment Mode
  4. By Application
  5. By End User
  6. By Country
    1. China
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    2. India
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    3. Japan
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    4. South Korea
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    5. Australia & New Zealand
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    6. Indonesia
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    7. Malaysia
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    8. Singapore
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    9. Vietnam
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    10. Rest of APAC
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
Latin America Generative AI in Logistics Market
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
  2. By Component
  3. By Deployment Mode
  4. By Application
  5. By End User
  6. By Country
    1. Brazil
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    2. Mexico
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    3. Argentina
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    4. Peru
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    5. Rest of LATAM
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
Middle East & Africa Generative AI in Logistics Market
1. Market Size & Forecast, 2019–2031
  1. By Value (USD Billion)
2. Market Share & Forecast
  1. By Type
  2. By Component
  3. By Deployment Mode
  4. By Application
  5. By End User
  6. By Country
    1. Saudi Arabia
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    2. UAE
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    3. Qatar
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    4. Kuwait
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    5. South Africa
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    6. Nigeria
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    7. Algeria
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
    8. Rest of MEA
      1. By Type
      2. By Component
      3. By Deployment Mode
      4. By Application
      5. By End User
Competitive Landscape
1. List of Key Players and Their Offerings
2. Global Generative AI in Logistics Company Market Share Analysis, 2024
3. Competitive Benchmarking, By Operating Parameters
4. Key Strategic Developments (Mergers, Acquisitions, Partnerships)
Impact of Escalating Geopolitical Tensions on Global Generative AI in Logistics Market
Company Profile (Company Overview, Financial Matrix, Competitive Landscape, Key Personnel, Key Competitors, Contact Address, Strategic Outlook, SWOT Analysis)
1. Blue Yonder
2. C. H. Robinson
3. FedEx Corp
4. Google Cloud
5. IBM
6. Microsoft
7. PackageX
8. Salesforce
9. Deutsche Post AG
10. Schneider Electric
11. A.P. Moller – Maersk
12. Other Prominent Players
Key Strategic Recommendations
Research Methodology
1. Qualitative Research
  1. Primary & Secondary Research
2. Quantitative Research
3. Market Breakdown & Data Triangulation
  1. Secondary Research
  2. Primary Research
4. Breakdown of Primary Research Respondents, By Region
5. Assumptions & Limitations

*Financial information of non-listed companies can be provided as per availability.

**The segmentation and the companies are subject to modifications based on in-depth secondary research for the final deliverable

List of Figures

Figure 1 Global Generative AI in Logistics Segmentation

Figure 2 Global Generative AI in Logistics Market Value Chain Analysis

Figure 3 Company Market Share Analysis, 2024

Figure 4 Global Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 5 Global Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 6 Global Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 7 Global Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 8 Global Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 9 Global Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 10 Global Generative AI in Logistics Market Share, By Region, By Value (USD Billion), 2019–2031

Figure 11 North America Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 12 North America Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 13 North America Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 14 North America Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 15 North America Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 16 North America Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 17 North America Generative AI in Logistics Market Share, By Country, By Value (USD Billion), 2019–2031

Figure 18 United States Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 19 United States Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 20 United States Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 21 United States Generative AI in Logistics Market Share, By Deployment Mode , By Value (USD Billion), 2019–2031

Figure 22 United States Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 23 United States Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 24 Canada Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 25 Canada Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 26 Canada Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 27 Canada Generative AI in Logistics Market Share, By Deployment Mode , By Value (USD Billion), 2019–2031

Figure 28 Canada Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 29 Canada Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 30 Europe Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 31 Europe Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 32 Europe Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 33 Europe Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 34 Europe Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 35 Europe Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 36 Europe Generative AI in Logistics Market Share, By Country, By Value (USD Billion), 2019–2031

Figure 37 Germany Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 38 Germany Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 39 Germany Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 40 Germany Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 41 Germany Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 42 Germany Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 43 United Kingdom Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 44 United Kingdom Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 45 United Kingdom Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 46 United Kingdom Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 47 United Kingdom Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 48 United Kingdom Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 49 Italy Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 50 Italy Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 51 Italy Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 52 Italy Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 53 Italy Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 54 Italy Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 55 France Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 56 France Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 57 France Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 58 France Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 59 France Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 60 France Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 61 Spain Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 62 Spain Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 63 Spain Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 64 Spain Generative AI in Logistics Market Share, By Deployment Mode , By Value (USD Billion), 2019–2031

Figure 65 Spain Generative AI in Logistics Market Share, By Application , By Value (USD Billion), 2019–2031

Figure 66 Spain Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 67 Belgium Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 68 Belgium Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 69 Belgium Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 70 Belgium Generative AI in Logistics Market Share, By Deployment Mode , By Value (USD Billion), 2019–2031

Figure 71 Belgium Generative AI in Logistics Market Share, By Application , By Value (USD Billion), 2019–2031

Figure 72 Belgium Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 73 Russia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 74 Russia Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 75 Russia Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 76 Russia Generative AI in Logistics Market Share, By Deployment Mode , By Value (USD Billion), 2019–2031

Figure 77 Russia Generative AI in Logistics Market Share, By Application , By Value (USD Billion), 2019–2031

Figure 78 Russia Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 79 The Netherlands Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 80 The Netherlands Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 81 The Netherlands Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 82 The Netherlands Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 83 The Netherlands Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 84 The Netherlands Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 85 Rest of Europe Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 86 Rest of Europe Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 87 Rest of Europe Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 88 Rest of Europe Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 89 Rest of Europe Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 90 Rest of Europe Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 91 Asia-Pacific Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 92 Asia-Pacific Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 93 Asia-Pacific Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 94 Asia-Pacific Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 95 Asia-Pacific Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 96 Asia-Pacific Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 97 Asia-Pacific Generative AI in Logistics Market Share, By Country, By Value (USD Billion), 2019–2031

Figure 98 China Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 99 China Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 100 China Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 101 China Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 102 China Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 103 China Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 104 India Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 105 India Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 106 India Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 107 India Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 108 India Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 109 India Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 110 Japan Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 111 Japan Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 112 Japan Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 113 Japan Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 114 Japan Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 115 Japan Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 116 South Korea Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 117 South Korea Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 118 South Korea Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 119 South Korea Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 120 South Korea Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 121 South Korea Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 122 Australia & New Zealand Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 123 Australia & New Zealand Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 124 Australia & New Zealand Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 125 Australia & New Zealand Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 126 Australia & New Zealand Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 127 Australia & New Zealand Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 128 Indonesia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 129 Indonesia Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 130 Indonesia Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 131 Indonesia Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 132 Indonesia Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 133 Indonesia Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 134 Malaysia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 135 Malaysia Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 136 Malaysia Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 137 Malaysia Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 138 Malaysia Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 139 Malaysia Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 140 Singapore Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 141 Singapore Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 142 Singapore Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 143 Singapore Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 144 Singapore Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 145 Singapore Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 146 Vietnam Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 147 Vietnam Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 148 Vietnam Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 149 Vietnam Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 150 Vietnam Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 151 Vietnam Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 152 Rest of APAC Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 153 Rest of APAC Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 154 Rest of APAC Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 155 Rest of APAC Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 156 Rest of APAC Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 157 Rest of APAC Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 158 Latin America Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 159 Latin America Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 160 Latin America Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 161 Latin America Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 162 Latin America Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 163 Latin America Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 164 Latin America Generative AI in Logistics Market Share, By Country, By Value (USD Billion), 2019–2031

Figure 165 Brazil Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 166 Brazil Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 167 Brazil Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 168 Brazil Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 169 Brazil Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 170 Brazil Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 171 Mexico Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 172 Mexico Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 173 Mexico Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 174 Mexico Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 175 Mexico Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 176 Mexico Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 177 Argentina Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 178 Argentina Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 179 Argentina Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 180 Argentina Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 181 Argentina Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 182 Argentina Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 183 Peru Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 184 Peru Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 185 Peru Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 186 Peru Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 187 Peru Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 188 Peru Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 189 Rest of LATAM Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 190 Rest of LATAM Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 191 Rest of LATAM Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 192 Rest of LATAM Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 193 Rest of LATAM Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 194 Rest of LATAM Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 195 Middle East & Africa Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 196 Middle East & Africa Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 197 Middle East & Africa Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 198 Middle East & Africa Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 199 Middle East & Africa Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 200 Middle East & Africa Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 201 Middle East & Africa Generative AI in Logistics Market Share, By Country, By Value (USD Billion), 2019–2031

Figure 202 Saudi Arabia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 203 Saudi Arabia Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 204 Saudi Arabia Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 205 Saudi Arabia Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 206 Saudi Arabia Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 207 Saudi Arabia Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 208 UAE Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 209 UAE Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 210 UAE Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 211 UAE Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 212 UAE Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 213 UAE Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 214 Qatar Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 215 Qatar Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 216 Qatar Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 217 Qatar Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 218 Qatar Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 219 Qatar Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 220 Kuwait Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 221 Kuwait Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 222 Kuwait Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 223 Kuwait Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 224 Kuwait Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 225 Kuwait Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 226 South Africa Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 227 South Africa Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 228 South Africa Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 229 South Africa Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 230 South Africa Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 231 South Africa Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 232 Nigeria Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 233 Nigeria Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 234 Nigeria Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 235 Nigeria Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 236 Nigeria Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 237 Nigeria Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 238 Algeria Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 239 Algeria Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 240 Algeria Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 241 Algeria Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 242 Algeria Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 243 Algeria Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

Figure 244 Rest of MEA Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Figure 245 Rest of MEA Generative AI in Logistics Market Share, By Type, By Value (USD Billion), 2019–2031

Figure 246 Rest of MEA Generative AI in Logistics Market Share, By Component, By Value (USD Billion), 2019–2031

Figure 247 Rest of MEA Generative AI in Logistics Market Share, By Deployment Mode, By Value (USD Billion), 2019–2031

Figure 248 Rest of MEA Generative AI in Logistics Market Share, By Application, By Value (USD Billion), 2019–2031

Figure 249 Rest of MEA Generative AI in Logistics Market Share, By End User , By Value (USD Billion), 2019–2031

List of Tables

Table 1 Global Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 2 Global Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 3 Global Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 4 Global Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 5 Global Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 6 Global Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 7 Global Generative AI in Logistics Market Size, By Region, By Value (USD Billion), 2019–2031

Table 8 North America Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 9 North America Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 10 North America Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 11 North America Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 12 North America Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 13 North America Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 14 North America Generative AI in Logistics Market Size, By Country, By Value (USD Billion), 2019–2031

Table 15 United States Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 16 United States Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 17 United States Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 18 United States Generative AI in Logistics Market Size, By Deployment Mode , By Value (USD Billion), 2019–2031

Table 19 United States Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 20 United States Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 21 Canada Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 22 Canada Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 23 Canada Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 24 Canada Generative AI in Logistics Market Size, By Deployment Mode , By Value (USD Billion), 2019–2031

Table 25 Canada Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 26 Canada Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 27 Europe Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 28 Europe Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 29 Europe Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 30 Europe Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 31 Europe Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 32 Europe Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 33 Europe Generative AI in Logistics Market Size, By Country, By Value (USD Billion), 2019–2031

Table 34 Germany Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 35 Germany Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 36 Germany Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 37 Germany Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 38 Germany Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 39 Germany Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 40 United Kingdom Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 41 United Kingdom Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 42 United Kingdom Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 43 United Kingdom Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 44 United Kingdom Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 45 United Kingdom Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 46 Italy Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 47 Italy Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 48 Italy Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 49 Italy Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 50 Italy Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 51 Italy Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 52 France Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 53 France Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 54 France Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 55 France Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 56 France Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 57 France Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 58 Spain Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 59 Spain Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 60 Spain Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 61 Spain Generative AI in Logistics Market Size, By Deployment Mode , By Value (USD Billion), 2019–2031

Table 62 Spain Generative AI in Logistics Market Size, By Application , By Value (USD Billion), 2019–2031

Table 63 Spain Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 64 Belgium Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 65 Belgium Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 66 Belgium Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 67 Belgium Generative AI in Logistics Market Size, By Deployment Mode , By Value (USD Billion), 2019–2031

Table 68 Belgium Generative AI in Logistics Market Size, By Application , By Value (USD Billion), 2019–2031

Table 69 Belgium Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 70 Russia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 71 Russia Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 72 Russia Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 73 Russia Generative AI in Logistics Market Size, By Deployment Mode , By Value (USD Billion), 2019–2031

Table 74 Russia Generative AI in Logistics Market Size, By Application , By Value (USD Billion), 2019–2031

Table 75 Russia Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 76 The Netherlands Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 77 The Netherlands Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 78 The Netherlands Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 79 The Netherlands Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 80 The Netherlands Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 81 The Netherlands Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 82 Rest of Europe Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 83 Rest of Europe Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 84 Rest of Europe Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 85 Rest of Europe Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 86 Rest of Europe Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 87 Rest of Europe Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 88 Asia-Pacific Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 89 Asia-Pacific Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 90 Asia-Pacific Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 91 Asia-Pacific Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 92 Asia-Pacific Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 93 Asia-Pacific Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 94 Asia-Pacific Generative AI in Logistics Market Size, By Country, By Value (USD Billion), 2019–2031

Table 95 China Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 96 China Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 97 China Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 98 China Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 99 China Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 100 China Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 101 India Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 102 India Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 103 India Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 104 India Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 105 India Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 106 India Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 107 Japan Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 108 Japan Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 109 Japan Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 110 Japan Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 111 Japan Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 112 Japan Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 113 South Korea Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 114 South Korea Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 115 South Korea Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 116 South Korea Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 117 South Korea Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 118 South Korea Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 119 Australia & New Zealand Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 120 Australia & New Zealand Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 121 Australia & New Zealand Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 122 Australia & New Zealand Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 123 Australia & New Zealand Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 124 Australia & New Zealand Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 125 Indonesia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 126 Indonesia Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 127 Indonesia Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 128 Indonesia Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 129 Indonesia Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 130 Indonesia Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 131 Malaysia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 132 Malaysia Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 133 Malaysia Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 134 Malaysia Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 135 Malaysia Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 136 Malaysia Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 137 Singapore Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 138 Singapore Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 139 Singapore Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 140 Singapore Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 141 Singapore Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 142 Singapore Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 143 Vietnam Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 144 Vietnam Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 145 Vietnam Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 146 Vietnam Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 147 Vietnam Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 148 Vietnam Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 149 Rest of APAC Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 150 Rest of APAC Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 151 Rest of APAC Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 152 Rest of APAC Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 153 Rest of APAC Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 154 Rest of APAC Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 155 Latin America Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 156 Latin America Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 157 Latin America Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 158 Latin America Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 159 Latin America Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 160 Latin America Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 161 Latin America Generative AI in Logistics Market Size, By Country, By Value (USD Billion), 2019–2031

Table 162 Brazil Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 163 Brazil Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 164 Brazil Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 165 Brazil Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 166 Brazil Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 167 Brazil Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 168 Mexico Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 169 Mexico Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 170 Mexico Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 171 Mexico Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 172 Mexico Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 173 Mexico Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 174 Argentina Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 175 Argentina Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 176 Argentina Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 177 Argentina Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 178 Argentina Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 179 Argentina Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 180 Peru Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 181 Peru Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 182 Peru Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 183 Peru Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 184 Peru Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 185 Peru Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 186 Rest of LATAM Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 187 Rest of LATAM Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 188 Rest of LATAM Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 189 Rest of LATAM Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 190 Rest of LATAM Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 191 Rest of LATAM Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 192 Middle East & Africa Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 193 Middle East & Africa Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 194 Middle East & Africa Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 195 Middle East & Africa Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 196 Middle East & Africa Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 197 Middle East & Africa Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 198 Middle East & Africa Generative AI in Logistics Market Size, By Country, By Value (USD Billion), 2019–2031

Table 199 Saudi Arabia Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 200 Saudi Arabia Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 201 Saudi Arabia Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 202 Saudi Arabia Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 203 Saudi Arabia Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 204 Saudi Arabia Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 205 UAE Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 206 UAE Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 207 UAE Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 208 UAE Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 209 UAE Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 210 UAE Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 211 Qatar Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 212 Qatar Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 213 Qatar Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 214 Qatar Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 215 Qatar Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 216 Qatar Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 217 Kuwait Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 218 Kuwait Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 219 Kuwait Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 220 Kuwait Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 221 Kuwait Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 222 Kuwait Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 223 South Africa Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 224 South Africa Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 225 South Africa Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 226 South Africa Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 227 South Africa Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 228 South Africa Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 229 Nigeria Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 230 Nigeria Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 231 Nigeria Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 232 Nigeria Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 233 Nigeria Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 234 Nigeria Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 235 Algeria Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 236 Algeria Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 237 Algeria Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 238 Algeria Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 239 Algeria Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 240 Algeria Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 241 Rest of MEA Generative AI in Logistics Market Size, By Value (USD Billion), 2019–2031

Table 242 Rest of MEA Generative AI in Logistics Market Size, By Type, By Value (USD Billion), 2019–2031

Table 243 Rest of MEA Generative AI in Logistics Market Size, By Component, By Value (USD Billion), 2019–2031

Table 244 Rest of MEA Generative AI in Logistics Market Size, By Deployment Mode, By Value (USD Billion), 2019–2031

Table 245 Rest of MEA Generative AI in Logistics Market Size, By Application, By Value (USD Billion), 2019–2031

Table 246 Rest of MEA Generative AI in Logistics Market Size, By End User , By Value (USD Billion), 2019–2031

Table 247 Blue Yonder Company Overview

Table 248 Blue Yonder Financial Overview

Table 249 C. H. Robinson Company Overview

Table 250 C. H. Robinson Financial Overview

Table 251 FedEx Corp Company Overview

Table 252 FedEx Corp Financial Overview

Table 253 Google Cloud Company Overview

Table 254 Google Cloud Financial Overview

Table 255 IBM Company Overview

Table 256 IBM Financial Overview

Table 257 Microsoft Company Overview

Table 258 Microsoft Financial Overview

Table 259 PackageX Company Overview

Table 260 PackageX Financial Overview

Table 261 Salesforce Company Overview

Table 262 Salesforce Financial Overview

Table 263 Deutsche Post AG Company Overview

Table 264 Deutsche Post AG Financial Overview

Table 265 Schneider Electric Company Overview

Table 266 Schneider Electric Financial Overview

Table 267 A.P. Moller - Maersk Company Overview

Table 268 A.P. Moller - Maersk Financial Overview

Market Segmentation

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Frequently Asked Questions (FAQs):

1. What is the current market size of Global Generative AI in Logistics Market?

Ans: Global Generative AI in Logistics Market size was estimated at USD 1.10 billion in 2024.

2. What is the expected CAGR and Value of Global Generative AI in Logistics Market during the forecast period?

Ans: During the forecast period between 2025 and 2031, global Generative AI in Logistics market size is expected to grow at a CAGR of 44.20% a value of USD 15.60 billion by 2031.

3. What are the major factors driving the growth of Global Generative AI in Logistics Market?

Ans: Major factors driving the growth of Global Generative AI in Logistics Market include rising adoption of automation and AI technologies to optimize supply chain processes and growing need for enhanced decision-making capabilities in logistics operations.

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Generative Ai In Logistics Market

Generative Ai In Logistics Market

Report Overview

Market Segmentation

To request a free sample copy of this report, please complete the form below.

Frequently Asked Questions (FAQs):

1. What is the current market size of Global Generative AI in Logistics Market?

2. What is the expected CAGR and Value of Global Generative AI in Logistics Market during the forecast period?

3. What are the major factors driving the growth of Global Generative AI in Logistics Market?

4. Name the fastest growing region in Global Generative AI in Logistics Market during the forecast period.

5. Which segment accounts for the largest share of Global Generative AI in Logistics Market by end user?

6. Name the key players in Global Generative AI in Logistics Market.

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