Table of Contents

1. Market Context & Strategic Relevance

 1.1 Opening Context (Why the market matters)

  1.1.1 Why This Market Is Gaining Strategic Attention

  1.1.2 Business Decisions This Report Supports

 1.2 Scope

 1.3 Research & Methodology

2. Executive Summary

 2.1 Market Snapshot

 2.2 Market Absolute $ Opportunity Assessment & Y-o-Y Analysis, 2022–2035

 2.3 Market Size & Forecast, By Segmentation, 2022–2035

  2.3.1 Market Size By Component

  2.3.2 Market Size By Technology Type

  2.3.3 Market Size By Deployment

  2.3.4 Market Size By End Use

 2.4 Market Share & Bps Analysis By Region, 2025

 2.5 Industry Growth Scenarios – Conservative, Likely & Optimistic

 2.6 Industry CxO’s Perspective

3. Market Overview

 3.1 Market Dynamics

  3.1.1 Drivers

  3.1.2 Restraints

  3.1.3 Opportunities

  3.1.4 Key Market Trends

 3.2 Industry PESTLE Analysis

 3.3 Key Industry Forces (Porter’s) Impacting Market Growth

 3.4 Industry Supply Chain Analysis

  3.4.1 Cloud Compute, Foundation Model & Logistics Data Providers

  3.4.2 Transportation, Warehouse & Supply Chain Software Vendors with AI Agents

  3.4.3 System Integrators, Consultancies & Managed Service Providers

  3.4.4 Carriers, Shippers, Ports, Freight Forwarders & Third-Party Logistics Operators

 3.5 Industry Life Cycle Assessment

4. Statistical Insights & Trends Reporting

 4.1 Logistics Digitization & Data Readiness Indicators

  4.1.1 Share of Shipments with Real-Time Visibility Data

  4.1.2 Transportation & Warehouse Management System Cloud Migration

  4.1.3 Data Integration Across Carriers, Shippers & Ports

  4.1.4 Digital Freight Brokerage Volume Growth

 4.2 Generative AI Adoption in Operations

  4.2.1 AI Agent Deployment in Transportation Planning

  4.2.2 Automated Freight Quoting, Tendering & Exception Handling

  4.2.3 Generative Demand and Network Scenario Simulation

  4.2.4 Pilot-to-Production Conversion in Logistics Firms

 4.3 Technology & Model Architecture Trends

  4.3.1 Transformer-Based Model Adoption

  4.3.2 Variational Autoencoder and GAN Use for Synthetic Data and Simulation

  4.3.3 Cloud vs. On-Premises Model Hosting

  4.3.4 Integration of Agents into Supply Chain Platforms

 4.4 Mode-Specific Use Case Trends

  4.4.1 Road Freight Routing & Load Matching Automation

  4.4.2 Port and Shipping Schedule Optimization

  4.4.3 Warehouse and Third-Party Logistics Process Automation

  4.4.4 Air Freight and Rail Planning Applications

 4.5 Governance, Security & Workforce Environment

  4.5.1 Data Sharing and Confidentiality Requirements

  4.5.2 AI Accuracy, Hallucination Control & Audit Practices

  4.5.3 Regulatory Requirements for Automated Customs and Trade Documents

  4.5.4 Workforce Reskilling and Human-in-the-Loop Practices

5. Generative AI in Logistics Market Segmental Analysis & Forecast, By Component, 2022–2035, Value (USD Billion)

 5.1 Introduction

 5.2 Software

  5.2.1 Key Trends

  5.2.2 Market Size & Forecast, 2022–2035

 5.3 Services

6. Generative AI in Logistics Market Segmental Analysis & Forecast, By Technology Type, 2022–2035, Value (USD Billion)

 6.1 Introduction

 6.2 Variational Autoencoders

  6.2.1 Key Trends

  6.2.2 Market Size & Forecast, 2022–2035

 6.3 Generative Adversarial Networks

 6.4 Transformers

 6.5 Others

7. Generative AI in Logistics Market Segmental Analysis & Forecast, By Deployment, 2022–2035, Value (USD Billion)

 7.1 Introduction

 7.2 Cloud

  7.2.1 Key Trends

  7.2.2 Market Size & Forecast, 2022–2035

 7.3 On-Premises

8. Generative AI in Logistics Market Segmental Analysis & Forecast, By End Use, 2022–2035, Value (USD Billion)

 8.1 Introduction

 8.2 Road Transportation

  8.2.1 Key Trends

  8.2.2 Market Size & Forecast, 2022–2035

 8.3 Shipping and Ports

 8.4 Air Freight

 8.5 Rail

 8.6 Warehousing and Third-Party Logistics

 8.7 Others

9. Generative AI in Logistics Market Segmental Analysis & Forecast By Region, 2022–2035, Value (USD Billion)

 9.1 Introduction

 9.2 North America

  9.2.1 Key Trends

  9.2.2 Generative AI in Logistics Market Size & Forecast, By Component, 2022–2035

  9.2.3 Generative AI in Logistics Market Size & Forecast, By Technology Type, 2022–2035

  9.2.4 Generative AI in Logistics Market Size & Forecast, By Deployment, 2022–2035

  9.2.5 Generative AI in Logistics Market Size & Forecast, By End Use, 2022–2035

  9.2.6 Generative AI in Logistics Market Size & Forecast, By Country, 2022–2035

   9.2.6.1 USA

   9.2.6.2 Canada

 9.3 Europe

  9.3.1 Key Trends

  9.3.2 Generative AI in Logistics Market Size & Forecast, By Component, 2022–2035

  9.3.3 Generative AI in Logistics Market Size & Forecast, By Technology Type, 2022–2035

  9.3.4 Generative AI in Logistics Market Size & Forecast, By Deployment, 2022–2035

  9.3.5 Generative AI in Logistics Market Size & Forecast, By End Use, 2022–2035

  9.3.6 Generative AI in Logistics Market Size & Forecast, By Country, 2022–2035

   9.3.6.1 Germany

   9.3.6.2 UK

   9.3.6.3 France

   9.3.6.4 Italy

   9.3.6.5 Spain

   9.3.6.6 Russia

   9.3.6.7 Poland

   9.3.6.8 Rest of Europe

 9.4 Asia-Pacific

  9.4.1 Key Trends

  9.4.2 Generative AI in Logistics Market Size & Forecast, By Component, 2022–2035

  9.4.3 Generative AI in Logistics Market Size & Forecast, By Technology Type, 2022–2035

  9.4.4 Generative AI in Logistics Market Size & Forecast, By Deployment, 2022–2035

  9.4.5 Generative AI in Logistics Market Size & Forecast, By End Use, 2022–2035

  9.4.6 Generative AI in Logistics Market Size & Forecast, By Country, 2022–2035

   9.4.6.1 China

   9.4.6.2 India

   9.4.6.3 Japan

   9.4.6.4 South Korea

   9.4.6.5 Australia

   9.4.6.6 ASEAN Countries

   9.4.6.7 Rest of Asia-Pacific

 9.5 Latin America

  9.5.1 Key Trends

  9.5.2 Generative AI in Logistics Market Size & Forecast, By Component, 2022–2035

  9.5.3 Generative AI in Logistics Market Size & Forecast, By Technology Type, 2022–2035

  9.5.4 Generative AI in Logistics Market Size & Forecast, By Deployment, 2022–2035

  9.5.5 Generative AI in Logistics Market Size & Forecast, By End Use, 2022–2035

  9.5.6 Generative AI in Logistics Market Size & Forecast, By Country, 2022–2035

   9.5.6.1 Brazil

   9.5.6.2 Argentina

   9.5.6.3 Mexico

   9.5.6.4 Colombia

   9.5.6.5 Rest of Latin America

 9.6 Middle East & Africa

  9.6.1 Key Trends

  9.6.2 Generative AI in Logistics Market Size & Forecast, By Component, 2022–2035

  9.6.3 Generative AI in Logistics Market Size & Forecast, By Technology Type, 2022–2035

  9.6.4 Generative AI in Logistics Market Size & Forecast, By Deployment, 2022–2035

  9.6.5 Generative AI in Logistics Market Size & Forecast, By End Use, 2022–2035

  9.6.6 Generative AI in Logistics Market Size & Forecast, By Country, 2022–2035

   9.6.6.1 UAE

   9.6.6.2 Saudi Arabia

   9.6.6.3 Qatar

   9.6.6.4 South Africa

   9.6.6.5 Rest of Middle East & Africa

10. Competitive Landscape

 10.1 Key Players' Positioning

 10.2 Competitive Developments

  10.2.1 Year-Wise Strategies & Development, 2022–2026

 10.3 Market Share Analysis, 2025

 10.4 Product/Service & Application Benchmarking

  10.4.1 Product/Service Specifications & Features By Key Players

  10.4.2 Product/Service Heatmap By Key Players

  10.4.3 Application Heatmap By Key Players

 10.5 Industry Start-Up & Innovation Landscape

 10.6 Key Company Profiles

  10.6.1 Blue Yonder Group, Inc.

   10.6.1.1 Company Overview & Snapshot

   10.6.1.2 Product/Service Portfolio

   10.6.1.3 Key Company Financials

   10.6.1.4 Geographical Presence

   10.6.1.5 SWOT Analysis

  10.6.2 Manhattan Associates, Inc.

  10.6.3 project44, Inc.

  10.6.4 FourKites, Inc.

  10.6.5 Descartes Systems Group Inc.

  10.6.6 Oracle Corporation

  10.6.7 SAP SE

  10.6.8 Kinaxis Inc.

  10.6.9 C.H. Robinson Worldwide, Inc.

  10.6.10 Uber Freight

  10.6.11 Flexport, Inc.

  10.6.12 Amazon Web Services, Inc.

  10.6.13 Microsoft Corporation

  10.6.14 Google LLC (Google Cloud)

  10.6.15 HappyRobot

11. Analyst Recommendations

 11.1 SNS Insider Opportunity Map

 11.2 Industry Low-Hanging Fruit Assessment

 11.3 Market Entry & Growth Strategy

 11.4 Analyst Viewpoint & Suggestions On Market Growth

12. Assumptions

13. Disclaimer

14. Appendix

 14.1 List Of Tables

 14.2 List Of Figures