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Generative AI in Fulfillment & Logistics Market Research Report Information By offerings (Solution and Services), Type (VAE, GANs, RNNs, and LSTM Networks), Application (Warehouse Operations, Optimization and Management, Supply Chain Operations, Predictive Maintenance, Logistics Network Design, Inventory Management, Fraud Detection, Autonomous Robotics, Data Analytics & Reporting), Industrial vertical (Automotive, Pharmaceutical & Healthcare, Semiconductors & Electronics, Retail & E-Commerce, Food), By Regions Forecast Till 2032


ID: MRFR/ICT/17289-CR | 128 Pages | Author: Aarti Dhapte| January 2024

Generative AI in Fulfillment & Logistics Market Segmentation


Global Generative AI in Fulfillment & Logistics offering Outlook (USD Million, 2019-2032)



  • Solution

  • Services


Global Generative AI in Fulfillment & Logistics Type Outlook (USD Million, 2019-2032)



  • Variational Autoencoder (VAE)

  • Generative Adversarial Networks (GANs)

  • Recurrent Neural Networks (RNNs)

  • Long Short-Term Memory (LSTM) Networks


Global Generative AI in Fulfillment & Logistics Application Outlook (USD Million, 2019-2032)



  • Warehouse Operations, Optimization and Management

  • Supply Chain Operations

  • Predictive Maintenance

  • Logistics Network Design

  • Inventory Management

  • Fraud Detection

  • Customer Service Operations

  • Autonomous Robotics

  • Data Analytics & Reporting

  • Others


Global Generative AI in Fulfillment & Logistics Industry Vertical Outlook (USD Million, 2019-2032)



  • Automotive

  • Pharmaceutical & Healthcare

  • Semiconductors & Electronics

  • Retail & E-Commerce

  • Food & Beverages

  • Others


Global Generative AI in Fulfillment & Logistics Regional Outlook (USD Million, 2019-2032)




  • North America Outlook (USD Million, 2019-2032)


    • North America Generative AI in Fulfillment & Logistics by Offering

      • Solution

      • Services




    • North America Generative AI in Fulfillment & Logistics by Type

      • Variational Autoencoder (VAE)

      • Generative Adversarial Networks (GANs)

      • Recurrent Neural Networks (RNNs)

      • Long Short-Term Memory (LSTM) Networks




    • North America Generative AI in Fulfillment & Logistics by Application

      • Warehouse Operations, Optimization and Management

      • Supply Chain Operations

      • Predictive Maintenance

      • Logistics Network Design

      • Inventory Management

      • Fraud Detection

      • Customer Service Operations

      • Autonomous Robotics

      • Data Analytics & Reporting

      • Others




    • North America Generative AI in Fulfillment & Logistics by Industry Vertical

      • Automotive

      • Pharmaceutical & Healthcare

      • Semiconductors & Electronics

      • Retail & E-Commerce

      • Food & Beverages

      • Others




    • US Outlook (USD Million, 2019-2032)


    • US Generative AI in Fulfillment & Logistics by Offering

      • Solution

      • Services




    • US Generative AI in Fulfillment & Logistics by Type

      • Variational Autoencoder (VAE)

      • Generative Adversarial Networks (GANs)

      • Recurrent Neural Networks (RNNs)

      • Long Short-Term Memory (LSTM) Networks




    • US Generative AI in Fulfillment & Logistics by Application

      • Warehouse Operations, Optimization and Management

      • Supply Chain Operations

      • Predictive Maintenance

      • Logistics Network Design

      • Inventory Management

      • Fraud Detection

      • Customer Service Operations

      • Autonomous Robotics

      • Data Analytics & Reporting

      • Others




    • US Generative AI in Fulfillment & Logistics by Industry Vertical

      • Automotive

      • Pharmaceutical & Healthcare

      • Semiconductors & Electronics

      • Retail & E-Commerce

      • Food & Beverages

      • Others




    • CANADA Outlook (USD Million, 2019-2032)


    • Canada Generative AI in Fulfillment & Logistics by Offering

      • Solution

      • Services




    • Canada Generative AI in Fulfillment & Logistics by Type

      • Variational Autoencoder (VAE)

      • Generative Adversarial Networks (GANs)

      • Recurrent Neural Networks (RNNs)

      • Long Short-Term Memory (LSTM) Networks




    • Canada Generative AI in Fulfillment & Logistics by Application

      • Warehouse Operations, Optimization and Management

      • Supply Chain Operations

      • Predictive Maintenance

      • Logistics Network Design

      • Inventory Management

      • Fraud Detection

      • Customer Service Operations

      • Autonomous Robotics

      • Data Analytics & Reporting

      • Others




    • Canada Generative AI in Fulfillment & Logistics by Industry Vertical

      • Automotive

      • Pharmaceutical & Healthcare

      • Semiconductors & Electronics

      • Retail & E-Commerce

      • Food & Beverages

      • Others




    • Europe Outlook (USD Million, 2019-2032)


      • Europe Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • Europe Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • Europe Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • Europe Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • Germany Outlook (USD Million, 2019-2032)


      • Germany Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • Germany Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • Germany Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • Germany Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others



      • France Outlook (USD Million, 2019-2032)


      • France Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • France Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • France Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • France Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • UK Outlook (USD Million, 2019-2032)


      • UK Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • UK Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • UK Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • UK Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • ITALY Outlook (USD Million, 2019-2032)


      • Italy Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • Italy Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • Italy Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • Italy Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • SPAIN Outlook (USD Million, 2019-2032)


      • Spain Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • Spain Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • Spain Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • Spain Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • Rest Of Europe Outlook (USD Million, 2019-2032)


      • Rest of Europe Generative AI in Fulfillment & Logistics by Offering

        • Solution

        • Services




      • Rest of Europe Generative AI in Fulfillment & Logistics by Type

        • Variational Autoencoder (VAE)

        • Generative Adversarial Networks (GANs)

        • Recurrent Neural Networks (RNNs)

        • Long Short-Term Memory (LSTM) Networks




      • Rest of Europe Generative AI in Fulfillment & Logistics by Application

        • Warehouse Operations, Optimization and Management

        • Supply Chain Operations

        • Predictive Maintenance

        • Logistics Network Design

        • Inventory Management

        • Fraud Detection

        • Customer Service Operations

        • Autonomous Robotics

        • Data Analytics & Reporting

        • Others




      • Rest of Europe Generative AI in Fulfillment & Logistics by Industry Vertical

        • Automotive

        • Pharmaceutical & Healthcare

        • Semiconductors & Electronics

        • Retail & E-Commerce

        • Food & Beverages

        • Others




      • Asia-Pacific Outlook (USD Million, 2019-2032)


        • Asia-Pacific Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • Asia-Pacific Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • Asia-Pacific Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • Asia-Pacific Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • China Outlook (USD Million, 2019-2032)


        • China Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • China Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • China Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • China Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • Japan Outlook (USD Million, 2019-2032)


        • Japan Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • Japan Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • Japan Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • Japan Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • India Outlook (USD Million, 2019-2032)


        • India Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • India Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • India Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • India Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • South Korea Outlook (USD Million, 2019-2032)


        • South Korea Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • South Korea Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • South Korea Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • South Korea Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • Rest of Asia-Pacific Outlook (USD Million, 2019-2032)


        • Rest of Aisa-Pacific Generative AI in Fulfillment & Logistics by Offering

          • Solution

          • Services




        • Rest of Aisa-Pacific Generative AI in Fulfillment & Logistics by Type

          • Variational Autoencoder (VAE)

          • Generative Adversarial Networks (GANs)

          • Recurrent Neural Networks (RNNs)

          • Long Short-Term Memory (LSTM) Networks




        • Rest of Aisa-Pacific Generative AI in Fulfillment & Logistics by Application

          • Warehouse Operations, Optimization and Management

          • Supply Chain Operations

          • Predictive Maintenance

          • Logistics Network Design

          • Inventory Management

          • Fraud Detection

          • Customer Service Operations

          • Autonomous Robotics

          • Data Analytics & Reporting

          • Others




        • Rest of Aisa-Pacific Generative AI in Fulfillment & Logistics by Industry Vertical

          • Automotive

          • Pharmaceutical & Healthcare

          • Semiconductors & Electronics

          • Retail & E-Commerce

          • Food & Beverages

          • Others




        • Middle East & Africa Outlook (USD Million, 2019-2032)


          • Middle East & Africa Generative AI in Fulfillment & Logistics by Offering

            • Solution

            • Services




          • Middle East & Africa Generative AI in Fulfillment & Logistics by Type

            • Variational Autoencoder (VAE)

            • Generative Adversarial Networks (GANs)

            • Recurrent Neural Networks (RNNs)

            • Long Short-Term Memory (LSTM) Networks




          • Middle East & Africa Generative AI in Fulfillment & Logistics by Application

            • Warehouse Operations, Optimization and Management

            • Supply Chain Operations

            • Predictive Maintenance

            • Logistics Network Design

            • Inventory Management

            • Fraud Detection

            • Customer Service Operations

            • Autonomous Robotics

            • Data Analytics & Reporting

            • Others




          • Middle East & Africa Generative AI in Fulfillment & Logistics by Industry Vertical

            • Automotive

            • Pharmaceutical & Healthcare

            • Semiconductors & Electronics

            • Retail & E-Commerce

            • Food & Beverages

            • Others




          • Saudi Arabia Countries Outlook (USD Million, 2019-2032)


          • Saudi Arabia Generative AI in Fulfillment & Logistics by Offering

            • Solution

            • Services




          • Saudi Arabia Generative AI in Fulfillment & Logistics by Type

            • Variational Autoencoder (VAE)

            • Generative Adversarial Networks (GANs)

            • Recurrent Neural Networks (RNNs)

            • Long Short-Term Memory (LSTM) Networks




          • Saudi Arabia Generative AI in Fulfillment & Logistics by Application

            • Warehouse Operations, Optimization and Management

            • Supply Chain Operations

            • Predictive Maintenance

            • Logistics Network Design

            • Inventory Management

            • Fraud Detection

            • Customer Service Operations

            • Autonomous Robotics

            • Data Analytics & Reporting

            • Others




          • Saudi Arabia Generative AI in Fulfillment & Logistics by Industry Vertical

            • Automotive

            • Pharmaceutical & Healthcare

            • Semiconductors & Electronics

            • Retail & E-Commerce

            • Food & Beverages

            • Others




          • South Africa Outlook (USD Million, 2019-2032)


          • South Africa Generative AI in Fulfillment & Logistics by Offering

            • Solution

            • Services




          • South Africa Generative AI in Fulfillment & Logistics by Type

            • Variational Autoencoder (VAE)

            • Generative Adversarial Networks (GANs)

            • Recurrent Neural Networks (RNNs)

            • Long Short-Term Memory (LSTM) Networks




          • South Africa Generative AI in Fulfillment & Logistics by Application

            • Warehouse Operations, Optimization and Management

            • Supply Chain Operations

            • Predictive Maintenance

            • Logistics Network Design

            • Inventory Management

            • Fraud Detection

            • Customer Service Operations

            • Autonomous Robotics

            • Data Analytics & Reporting

            • Others




          • South Africa Generative AI in Fulfillment & Logistics by Industry Vertical

            • Automotive

            • Pharmaceutical & Healthcare

            • Semiconductors & Electronics

            • Retail & E-Commerce

            • Food & Beverages

            • Others




          • Rest of MEA Outlook (USD Million, 2019-2032)


          • Rest of MEA Generative AI in Fulfillment & Logistics by Offering

            • Solution

            • Services




          • Rest of MEA Generative AI in Fulfillment & Logistics by Type

            • Variational Autoencoder (VAE)

            • Generative Adversarial Networks (GANs)

            • Recurrent Neural Networks (RNNs)

            • Long Short-Term Memory (LSTM) Networks




          • Rest of MEA Generative AI in Fulfillment & Logistics by Application

            • Warehouse Operations, Optimization and Management

            • Supply Chain Operations

            • Predictive Maintenance

            • Logistics Network Design

            • Inventory Management

            • Fraud Detection

            • Customer Service Operations

            • Autonomous Robotics

            • Data Analytics & Reporting

            • Others




          • Rest of MEA Generative AI in Fulfillment & Logistics by Industry Vertical

            • Automotive

            • Pharmaceutical & Healthcare

            • Semiconductors & Electronics

            • Retail & E-Commerce

            • Food & Beverages

            • Others




          • South America Outlook (USD Million, 2019-2032)


            • South America Generative AI in Fulfillment & Logistics by Offering

              • Solution

              • Services




            • South America Generative AI in Fulfillment & Logistics by Type

              • Variational Autoencoder (VAE)

              • Generative Adversarial Networks (GANs)

              • Recurrent Neural Networks (RNNs)

              • Long Short-Term Memory (LSTM) Networks




            • South America Generative AI in Fulfillment & Logistics by Application

              • Warehouse Operations, Optimization and Management

              • Supply Chain Operations

              • Predictive Maintenance

              • Logistics Network Design

              • Inventory Management

              • Fraud Detection

              • Customer Service Operations

              • Autonomous Robotics

              • Data Analytics & Reporting

              • Others




            • South America Generative AI in Fulfillment & Logistics by Industry Vertical

              • Automotive

              • Pharmaceutical & Healthcare

              • Semiconductors & Electronics

              • Retail & E-Commerce

              • Food & Beverages

              • Others




            • Brazil Outlook (USD Million, 2019-2032)


            • Brazil Generative AI in Fulfillment & Logistics by Offering

              • Solution

              • Services




            • Brazil Generative AI in Fulfillment & Logistics by Type

              • Variational Autoencoder (VAE)

              • Generative Adversarial Networks (GANs)

              • Recurrent Neural Networks (RNNs)

              • Long Short-Term Memory (LSTM) Networks




            • Brazil Generative AI in Fulfillment & Logistics by Application

              • Warehouse Operations, Optimization and Management

              • Supply Chain Operations

              • Predictive Maintenance

              • Logistics Network Design

              • Inventory Management

              • Fraud Detection

              • Customer Service Operations

              • Autonomous Robotics

              • Data Analytics & Reporting

              • Others




            • Brazil Generative AI in Fulfillment & Logistics by Industry Vertical

              • Automotive

              • Pharmaceutical & Healthcare

              • Semiconductors & Electronics

              • Retail & E-Commerce

              • Food & Beverages

              • Others




            • Argentina Outlook (USD Million, 2019-2032)


            • Argentina Generative AI in Fulfillment & Logistics by Offering

              • Solution

              • Services




            • Argentina Generative AI in Fulfillment & Logistics by Type

              • Variational Autoencoder (VAE)

              • Generative Adversarial Networks (GANs)

              • Recurrent Neural Networks (RNNs)

              • Long Short-Term Memory (LSTM) Networks




            • Argentina Generative AI in Fulfillment & Logistics by Application

              • Warehouse Operations, Optimization and Management

              • Supply Chain Operations

              • Predictive Maintenance

              • Logistics Network Design

              • Inventory Management

              • Fraud Detection

              • Customer Service Operations

              • Autonomous Robotics

              • Data Analytics & Reporting

              • Others




            • Argentina Generative AI in Fulfillment & Logistics by Industry Vertical

              • Automotive

              • Pharmaceutical & Healthcare

              • Semiconductors & Electronics

              • Retail & E-Commerce

              • Food & Beverages

              • Others




            • Rest of South America Outlook (USD Million, 2019-2032)


            • Rest of South America Generative AI in Fulfillment & Logistics by Offering

              • Solution

              • Services




            • Rest of South America Generative AI in Fulfillment & Logistics by Type

              • Variational Autoencoder (VAE)

              • Generative Adversarial Networks (GANs)

              • Recurrent Neural Networks (RNNs)

              • Long Short-Term Memory (LSTM) Networks




            • Rest of South America Generative AI in Fulfillment & Logistics by Application

              • Warehouse Operations, Optimization and Management

              • Supply Chain Operations

              • Predictive Maintenance

              • Logistics Network Design

              • Inventory Management

              • Fraud Detection

              • Customer Service Operations

              • Autonomous Robotics

              • Data Analytics & Reporting

              • Others




            • Rest of South America Generative AI in Fulfillment & Logistics by Industry Vertical

              • Automotive

              • Pharmaceutical & Healthcare

              • Semiconductors & Electronics

              • Retail & E-Commerce

              • Food & Beverages

              • Others













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TABLE OF CONTENTS

1 EXECUTIVE SUMMARY 22

2 MARKET INTRODUCTION 24

2.1 DEFINITION 24

2.2 SCOPE OF THE STUDY 24

2.3 RESEARCH OBJECTIVE 24

2.4 MARKET STRUCTURE 25

3 RESEARCH METHODOLOGY 26

3.1 OVERVIEW 26

3.2 DATA FLOW 28

3.2.1 DATA MINING PROCESS 28

3.3 PURCHASED DATABASE: 29

3.4 SECONDARY SOURCES: 30

3.4.1 SECONDARY RESEARCH DATA FLOW: 31

3.5 PRIMARY RESEARCH: 32

3.5.1 PRIMARY RESEARCH DATA FLOW: 33

3.5.2 PRIMARY RESEARCH: NUMBER OF INTERVIEWS CONDUCTED 34

3.5.3 PRIMARY RESEARCH: REGIONAL COVERAGE 34

3.6 APPROACHES FOR MARKET SIZE ESTIMATION: 35

3.6.1 REVENUE ANALYSIS APPROACH 35

3.7 DATA FORECASTING 36

3.7.1 DATA FORECASTING TECHNIQUE 36

3.8 DATA MODELING 37

3.8.1 MICROECONOMIC FACTOR ANALYSIS: 37

3.8.2 DATA MODELING: 38

3.9 TEAMS AND ANALYST CONTRIBUTION 40

4 MARKET DYNAMICS 42

4.1 INTRODUCTION 42

4.2 DRIVERS 43

4.2.1 GROWING BENEFITS OF GENERATIVE AI FOR LOGISTICS INDUSTRY 43

4.2.2 GROWING POTENTIAL OF GENERATIVE AI ACROSS END-TO-END SUPPLY CHAIN OPTIMIZATION 43

4.2.3 RAPID TECHNOLOGICAL ADVANCEMENTS INTO ARTIFICIAL INTELLIGENCE (AI) AND MACHINE LEARNING (ML) 44

4.3 RESTRAINTS 45

4.3.1 HIGH INITIAL INVESTMENTS REQUIRED 45

4.3.2 DATA SECURITY AND PRIVACY RISKS 46

4.3.3 LEGAL AND REGULATORY COMPLIANCE ISSUES 46

4.4 OPPORTUNITY 47

4.4.1 SURGE IN E-COMMERCE AND RISING CUSTOMER EXPECTATIONS 47

4.4.2 GROWING NEED FOR OPTIMIZATION AND AUTOMATION ACROSS LOGISTIC COMPANIES 48

4.4.3 DEMAND FOR PREDICTIVE MAINTENANCE (PDM) ACROSS LOGISTICS OPERATIONS 48

4.5 CHALLENGES 49

4.5.1 DEPLOYMENT AND SCALABILITY 49

4.5.2 MODEL TRAINING AND OPTIMIZATION 50

4.5.3 INTERPRETABILITY AND EXPLAINABILITY 50

4.5.4 REAL-TIME ADAPTATION AND DYNAMIC ENVIRONMENTS 50

4.6 TRENDS 50

4.6.1 AUTONOMOUS VEHICLES AND ROBOTICS 50

4.6.2 SMART CONTRACTS AND BLOCKCHAIN TECHNOLOGY 50

4.6.3 PERSONALIZED CUSTOMER EXPERIENCES 51

4.6.4 REAL-TIME DATA ANALYSIS AND DECISION-MAKING 51

4.6.5 AI-DRIVEN SIMULATION AND MODELING 51

4.6.6 ROBOTICS AND AUTOMATION 51

5 MARKET FACTOR ANALYSIS 52

5.1 VALUE CHAIN ANALYSIS 52

5.1.1 DATA SOURCES 52

5.1.2 AI DEVELOPMENT AND RESEARCH 53

5.1.3 SOLUTION PROVIDERS 53

5.1.4 END USER 53

5.2 PORTER'S FIVE FORCES MODEL 54

5.2.1 THREAT OF NEW ENTRANTS 54

5.2.2 BARGAINING POWER OF SUPPLIERS 55

5.2.3 THREAT OF SUBSTITUTES 55

5.2.4 BARGAINING POWER OF BUYERS 55

5.2.5 INTENSITY OF RIVALRY 55

5.3 MARKET SWOT ANALYSIS 56

5.4 MARKET PEST ANALYSIS 57

5.5 USE CASE ANALYSIS 57

5.5.1 OPTIMIZING SUPPLY CHAINS FOR REAL-TIME DECISION-MAKING 57

5.5.2 DEMAND FORECASTING 57

5.5.3 SUPPLY CHAIN OPTIMIZATION 57

5.5.4 SUPPLIER RISK ASSESSMENT 58

5.5.5 ANOMALY DETECTION 58

5.5.6 PRODUCT DEVELOPMENT 58

5.5.7 SALES AND OPERATIONS PLANNING 58

5.5.8 PRICE OPTIMIZATION 58

5.5.9 TRANSPORTATION AND ROUTING OPTIMIZATION 58

5.5.10 INVENTORY MANAGEMENT 59

5.5.11 FINANCIAL OPTIMIZATION IN SUPPLY CHAIN 59

5.6 REGULATORY LANDSCAPE ANALYSIS 59

5.7 ROLE OF AI IN LOGISTICS AND SUPPLY CHAIN 60

5.8 NAVIGATING AI WITH RETURN ON INVESTMENT (ROI) 61

5.9 IMPLICATIONS OF DISCRIMINATIVE AI VERSUS GENERATIVE AI ON SUPPLY CHAIN 62

6 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING 63

6.1 INTRODUCTION 63

6.2 SOLUTION 64

6.3 SERVICES 64

6.3.1 PROFESSIONAL SERVICES 65

6.3.2 MANAGED SERVICES 65

7 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE 66

7.1 INTRODUCTION 66

7.2 VARIATIONAL AUTOENCODER (VAE) 67

7.3 GENERATIVE ADVERSARIAL NETWORKS (GANS) 68

7.4 RECURRENT NEURAL NETWORKS (RNNS) 68

7.5 LONG SHORT-TERM MEMORY (LSTM) NETWORKS 68

8 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION 69

8.1 INTRODUCTION 69

8.2 WAREHOUSE OPERATIONS, OPTIMIZATION AND MANAGEMENT 72

8.3 SUPPLY CHAIN OPERATIONS 72

8.3.1 DEMAND FORECASTING 72

8.3.2 TRANSPORTATION AND ROUTE OPTIMIZING 72

8.3.3 GREEN SUPPLY CHAINS 72

8.3.4 PRODUCTION PLANNING/ SCHEDULING 72

8.3.5 RISK MANAGEMENT 73

8.3.6 SUPPLIER MANAGEMENT 73

8.3.7 SOURCING 73

8.3.8 CONTRACT ANALYSIS 73

8.3.9 OTHERS 73

8.4 PREDICTIVE MAINTENANCE 73

8.5 LOGISTICS NETWORK DESIGN 73

8.6 INVENTORY MANAGEMENT 74

8.7 FRAUD DETECTION 74

8.8 CUSTOMER SERVICE OPERATIONS 74

8.9 AUTONOMOUS ROBOTICS 74

8.10 DATA ANALYTICS & REPORTING 74

8.11 OTHERS 74

9 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY INDUSTRY VERTICAL 75

9.1 OVERVIEW 75

9.2 AUTOMOTIVE 77

9.3 PHARMACEUTICAL & HEALTHCARE 77

9.4 SEMICONDUCTORS & ELECTRONICS 77

9.5 RETAIL & E-COMMERCE 78

9.6 FOOD & BEVERAGES 78

9.7 OTHERS 78

10 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY REGION 79

10.1 OVERVIEW 79

10.2 NORTH AMERICA 80

10.2.1 US 84

10.2.2 CANADA 86

10.2.3 MEXICO 88

10.3 EUROPE 91

10.3.1 GERMANY 94

10.3.2 UK 97

10.3.3 FRANCE 99

10.3.4 ITALY 101

10.3.5 SPAIN 103

10.3.6 REST OF EUROPE 105

10.4 ASIA PACIFIC 108

10.4.1 CHINA 112

10.4.2 INDIA 114

10.4.3 JAPAN 116

10.4.4 SOUTH KOREA 118

10.4.5 REST OF ASIA PACIFIC 120

10.5 MIDDLE EAST & AFRICA 123

10.5.1 SAUDI ARABIA 127

10.5.2 UAE 129

10.5.3 SOUTH AFRICA 131

10.5.4 REST OF MIDDLE EAST & AFRICA 133

10.6 SOUTH AMERICA 136

10.6.1 BRAZIL 142

10.6.2 ARGENTINA 145

10.6.3 REST OF SOUTH AMERICA 147

11 COMPETITIVE LANDSCAPE 150

11.1 OVERVIEW 150

11.2 COMPETITIVE BENCHMARKING 151

11.3 MARKET SHARE ANALYSIS 152

11.4 KEY DEVELOPMENT IN THE GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS 153

11.4.1 PRODUCT LAUNCHES/SERVICE 153

11.4.2 PARTNERSHIP & COLABORATION 154

11.4.3 EXPANSIONS/ JOINT VENTURE & INVESTMENTS 155

11.4.4 OTHER RECENT DEVELOPMENT 156

12 COMPANY PROFILE 157

12.1 MICROSOFT CORPORATION 157

12.1.1 COMPANY OVERVIEW 157

12.1.2 FINANCIAL OVERVIEW 158

12.1.3 PRODUCTS OFFERED 158

12.1.4 KEY DEVELOPMENTSS 159

12.1.5 SWOT ANALYSIS 159

12.1.6 KEY STRATEGIES 159

12.2 SECONDMIND 160

12.2.1 COMPANY OVERVIEW 160

12.2.2 FINANCIAL OVERVIEW 161

12.2.3 PRODUCTS OFFERED 161

12.2.4 KEY DEVELOPMENTSS 161

12.2.5 SWOT ANALYSIS 162

12.2.6 KEY STRATEGIES 162

12.3 WAREDOCK ESTONIA LLC 163

12.3.1 COMPANY OVERVIEW 163

12.3.2 FINANCIAL OVERVIEW 163

12.3.3 PRODUCTS OFFERED 164

12.3.4 KEY DEVELOPMENTS 164

12.3.5 SWOT ANALYSIS 165

12.4 LEEWAYHERTZ 166

12.4.1 COMPANY OVERVIEW 166

12.4.2 FINANCIAL OVERVIEW 167

12.4.3 PRODUCTS OFFERED 167

12.4.4 KEY DEVELOPMENTS 167

12.4.5 SWOT ANALYSIS 168

12.5 SAP SE 169

12.5.1 COMPANY OVERVIEW 169

12.5.2 FINANCIAL OVERVIEW 170

12.5.3 PRODUCTS OFFERED 171

12.5.4 KEY DEVELOPMENTSS 171

12.5.5 SWOT ANALYSIS 172

12.5.6 KEY STRATEGIES 172

12.6 DHL GROUP 173

12.6.1 COMPANY OVERVIEW 173

12.6.2 FINANCIAL OVERVIEW 174

12.6.3 PRODUCTS OFFERED 174

12.6.4 KEY DEVELOPMENTS 175

12.6.5 SWOT ANALYSIS 175

12.6.6 KEY STRATEGIES 175

12.7 C3.AI, INC. 176

12.7.1 COMPANY OVERVIEW 176

12.7.2 FINANCIAL OVERVIEW 177

12.7.3 PRODUCTS OFFERED 178

12.7.4 KEY DEVELOPMENTSS 178

12.7.5 SWOT ANALYSIS 179

12.7.6 KEY STRATEGIES 179

12.8 BLUE YONDER 180

12.8.1 COMPANY OVERVIEW 180

12.8.2 FINANCIAL OVERVIEW 181

12.8.3 PRODUCTS OFFERED 181

12.8.4 KEY DEVELOPMENTSS 183

12.8.5 SWOT ANALYSIS 183

12.8.6 KEY STRATEGIES 184

12.9 XENONSTACK.AI 185

12.9.1 COMPANY OVERVIEW 185

12.9.2 FINANCIAL OVERVIEW 185

12.9.3 PRODUCTS OFFERED 186

12.9.4 KEY DEVELOPMENTS 186

12.9.5 SWOT ANALYSIS 187

12.9.6 KEY STRATEGIES 187

12.10 OSA COMMERCE 188

12.10.1 COMPANY OVERVIEW 188

12.10.2 PRODUCTS OFFERED 189

12.10.3 KEY DEVELOPMENTS 189

12.10.4 SWOT ANALYSIS 190

12.10.5 KEY STRATEGIES 190

12.11 DAT SOLUTIONS LLC 191

12.11.1 COMPANY OVERVIEW 191

12.11.2 FINANCIAL OVERVIEW 192

12.11.3 PRODUCTS OFFERED 193

12.11.4 KEY DEVELOPMENTS 193

12.11.5 SWOT ANALYSIS 194

12.11.6 KEY STRATEGIES 194

12.12 IBM CORPORATION 195

12.12.1 COMPANY OVERVIEW 195

12.12.2 FINANCIAL OVERVIEW 196

12.12.3 PRODUCTS OFFERED 197

12.12.4 KEY DEVELOPMENTS 197

12.12.5 SWOT ANALYSIS 198

12.12.6 KEY STRATEGIES 198

12.13 ORACLE CORPORATION 199

12.13.1 COMPANY OVERVIEW 199

12.13.2 FINANCIAL OVERVIEW 200

12.13.3 PRODUCTS OFFERED 200

12.13.4 KEY DEVELOPMENTS 201

12.13.5 SWOT ANALYSIS 202

12.13.6 KEY STRATEGIES 202

12.14 ITREX GROUP 203

12.14.1 COMPANY OVERVIEW 203

12.14.2 FINANCIAL OVERVIEW 203

12.14.3 PRODUCTS OFFERED 204

12.14.4 KEY DEVELOPMENTS 204

12.14.5 SWOT ANALYSIS 204

12.15 ACCENTURE 205

12.15.1 COMPANY OVERVIEW 205

12.15.2 FINANCIAL OVERVIEW 206

12.15.3 PRODUCTS OFFERED 206

12.15.4 KEY DEVELOPMENTSS 207

12.15.5 SWOT ANALYSIS 207

12.15.6 KEY STRATEGIES 208

LIST OF TABLES

TABLE 1 QFD MODELING FOR MARKET SHARE ASSESSMENT 38

TABLE 2 IMPLICATIONS OF DISCRIMINATIVE AI VERSUS GENERATIVE AI ON SUPPLY CHAIN 62

TABLE 3 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 63

TABLE 4 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 63

TABLE 5 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 66

TABLE 6 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 70

TABLE 7 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 70

TABLE 8 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 76

TABLE 9 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY REGION, 2019-2032 (‘000 USD) 79

TABLE 10 NORTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2019-2032 (‘000 USD) 81

TABLE 11 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 82

TABLE 12 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 82

TABLE 13 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 82

TABLE 14 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 83

TABLE 15 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 83

TABLE 16 NOTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 84

TABLE 17 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 84

TABLE 18 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 84

TABLE 19 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 84

TABLE 20 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 85

TABLE 21 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 85

TABLE 22 US GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 86

TABLE 23 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 86

TABLE 24 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 86

TABLE 25 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 86

TABLE 26 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 87

TABLE 27 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 87

TABLE 28 CANADA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 88

TABLE 29 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 88

TABLE 30 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 88

TABLE 31 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 88

TABLE 32 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 89

TABLE 33 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 89

TABLE 34 MEXICO GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 90

TABLE 35 EUROPE: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2019-2032 (‘000 USD) 92

TABLE 36 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 93

TABLE 37 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 93

TABLE 38 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 93

TABLE 39 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 93

TABLE 40 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 94

TABLE 41 EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 94

TABLE 42 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 94

TABLE 43 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 95

TABLE 44 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 95

TABLE 45 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 95

TABLE 46 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 96

TABLE 47 GERMANY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 96

TABLE 48 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 97

TABLE 49 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 97

TABLE 50 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 97

TABLE 51 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 97

TABLE 52 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 98

TABLE 53 UK GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 98

TABLE 54 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 99

TABLE 55 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 99

TABLE 56 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 99

TABLE 57 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 99

TABLE 58 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 100

TABLE 59 FRANCE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 100

TABLE 60 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 101

TABLE 61 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 101

TABLE 62 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 101

TABLE 63 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 101

TABLE 64 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 102

TABLE 65 ITALY GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 102

TABLE 66 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 103

TABLE 67 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 103

TABLE 68 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 103

TABLE 69 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 103

TABLE 70 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 104

TABLE 71 SPAIN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 104

TABLE 72 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 105

TABLE 73 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 105

TABLE 74 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 105

TABLE 75 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 106

TABLE 76 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 106

TABLE 77 REST OF EUROPE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 107

TABLE 78 ASIA PACIFIC: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2019-2032 (‘000 USD) 109

TABLE 79 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 110

TABLE 80 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 110

TABLE 81 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 110

TABLE 82 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 111

TABLE 83 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 111

TABLE 84 ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 112

TABLE 85 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 112

TABLE 86 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 112

TABLE 87 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 112

TABLE 88 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 113

TABLE 89 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 113

TABLE 90 CHINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 114

TABLE 91 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 114

TABLE 92 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 114

TABLE 93 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 114

TABLE 94 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 115

TABLE 95 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 115

TABLE 96 INDIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 116

TABLE 97 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 116

TABLE 98 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 116

TABLE 99 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 116

TABLE 100 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 117

TABLE 101 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 117

TABLE 102 JAPAN GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 118

TABLE 103 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 118

TABLE 104 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 118

TABLE 105 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 118

TABLE 106 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 119

TABLE 107 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 119

TABLE 108 SOUTH KOREA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 120

TABLE 109 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 120

TABLE 110 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 120

TABLE 111 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 120

TABLE 112 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 121

TABLE 113 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 121

TABLE 114 REST OF ASIA PACIFIC GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 122

TABLE 115 MIDDLE EAST & AFRICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2019-2032 (‘000 USD) 124

TABLE 116 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 125

TABLE 117 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 125

TABLE 118 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 125

TABLE 119 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 126

TABLE 120 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 126

TABLE 121 MIDDLE EAST AND AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 127

TABLE 122 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 127

TABLE 123 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 127

TABLE 124 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 127

TABLE 125 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 128

TABLE 126 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 128

TABLE 127 SAUDI ARABIA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 129

TABLE 128 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 129

TABLE 129 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 129

TABLE 130 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 129

TABLE 131 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 130

TABLE 132 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 130

TABLE 133 UAE GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 131

TABLE 134 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 131

TABLE 135 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 131

TABLE 136 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 131

TABLE 137 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 132

TABLE 138 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 132

TABLE 139 SOUTH AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 133

TABLE 140 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 133

TABLE 141 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 133

TABLE 142 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 133

TABLE 143 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 134

TABLE 144 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 134

TABLE 145 REST OF MIDDLE EAST & AFRICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 135

TABLE 146 SOUTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2019-2032 (‘000 USD) 137

TABLE 147 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 138

TABLE 148 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 138

TABLE 149 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 139

TABLE 150 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 140

TABLE 151 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 140

TABLE 152 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 141

TABLE 153 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 142

TABLE 154 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 142

TABLE 155 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 143

TABLE 156 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 143

TABLE 157 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 144

TABLE 158 BRAZIL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 144

TABLE 159 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 145

TABLE 160 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 145

TABLE 161 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 145

TABLE 162 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 146

TABLE 163 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 146

TABLE 164 ARGENTINA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 147

TABLE 165 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFFERING, 2019-2032 (‘000 USD) 147

TABLE 166 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SERVICES, 2019-2032 (‘000 USD) 147

TABLE 167 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, 2019-2032 (‘000 USD) 147

TABLE 168 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, 2019-2032 (‘000 USD) 148

TABLE 169 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY SUPPLY CHAIN OPERATIONS, 2019-2032 (‘000 USD) 148

TABLE 170 REST OF SOUTH AMERICA GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2019-2032 (‘000 USD) 149

TABLE 171 BENCHMARKING OF MAJOR COMPETITORS 151

TABLE 172 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE ANALYSIS, 2022%. 152

TABLE 173 PRODUCT LAUNCHES/SERVICE 153

TABLE 174 EXPANSIONS / JOINT VENTURE & INVESTMENTS 155

TABLE 175 OTHER RECENT DEVELOPMENT 156

TABLE 176 MICROSOFT CORPORATION: PRODUCTS OFFERED 158

TABLE 177 MICROSOFT CORPORATION: KEY DEVELOPMENTS 159

TABLE 178 SECONDMIND: PRODUCTS OFFERED 161

TABLE 179 SECONDMIND: KEY DEVELOPMENTS 161

TABLE 180 WAREDOCK ESTONIA LLC: PRODUCTS OFFERED 164

TABLE 181 LEEWAYHERTZ: PRODUCTS OFFERED 167

TABLE 182 SAP SE: PRODUCTS OFFERED 171

TABLE 183 SAP SE: KEY DEVELOPMENTS 171

TABLE 184 DHL GROUP: PRODUCTS OFFERED 174

TABLE 185 DHL GROUP: KEY DEVELOPMENTS 175

TABLE 186 C3.AI, INC.: PRODUCTS OFFERED 178

TABLE 187 C3.AI, INC.: KEY DEVELOPMENTS 178

TABLE 188 BLUE YONDER: PRODUCTS OFFERED 181

TABLE 189 BLUE YONDER: KEY DEVELOPMENTS 183

TABLE 190 XENONSTACK.AI: PRODUCTS OFFERED 186

TABLE 191 XENONSTACK.AI: KEY DEVELOPMENTS 186

TABLE 192 OSA COMMERCE: PRODUCTS OFFERED 189

TABLE 193 OSA COMMERCE: KEY DEVELOPMENTS 189

TABLE 194 DAT SOLUTIONS LLC: PRODUCTS OFFERED 193

TABLE 195 DAT SOLUTIONS LLC : KEY DEVELOPMENTS 193

TABLE 196 IBM CORPORATION: PRODUCTS OFFERED 197

TABLE 197 IBM CORPORATION: KEY DEVELOPMENTS 197

TABLE 198 ORACLE CORPORATION: PRODUCTS OFFERED 200

TABLE 199 ORACLE CORPORATION: KEY DEVELOPMENTS 201

TABLE 200 ITREX GROUP: PRODUCTS OFFERED 204

TABLE 201 ACCENTURE: PRODUCTS OFFERED 206

TABLE 202 ACCENTURE: KEY DEVELOPMENTS 207

LIST OF FIGURES

FIGURE 1 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET: STRUCTURE 25

FIGURE 2 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET: MARKET GROWTH FACTOR ANALYSIS (2022-2032) 42

FIGURE 3 DRIVER IMPACT ANALYSIS (2022-2032) 45

FIGURE 4 RESTRAINT IMPACT ANALYSIS (2022-2032) 47

FIGURE 5 OPPORTUNITY IMPACT FORECAST 49

FIGURE 6 VALUE CHAIN: GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET 52

FIGURE 7 PORTER'S FIVE FORCES ANALYSIS OF THE GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET 54

FIGURE 8 SWOT ANALYSIS OF THE GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET 56

FIGURE 9 PEST ANALYSIS OF THE GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET 57

FIGURE 10 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY OFERING, SEGMENT ATTARCTIVENESS ANALYSIS 63

FIGURE 11 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY OFFERING, 2022 (% SHARE) 64

FIGURE 12 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY OFFERING, 2022 VS 2032 (‘000 USD) 64

FIGURE 13 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY TYPE, SEGMENT ATTARCTIVENESS ANALYSIS 66

FIGURE 14 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY TYPE, 2022 (% SHARE) 67

FIGURE 15 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY TYPE, 2022 VS 2032 (‘000 USD) 67

FIGURE 16 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY APPLICATION, SEGMENT ATTARCTIVENESS ANALYSIS 69

FIGURE 17 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY APPLICATION, 2022 (% SHARE) 71

FIGURE 18 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY APPLICATION, 2022 VS 2032 (‘000 USD) 71

FIGURE 19 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY INDUSTRY VERTICAL, SEGMENT ATTARCTIVENESS ANALYSIS 75

FIGURE 20 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2022 (% SHARE) 76

FIGURE 21 GLOBAL GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2022 VS 2032 (‘000 USD) 77

FIGURE 22 GLOBAL GENERATIVE AI IN FULFILLMENT & LOGISTICS MARKET, BY REGION, 2022 (% SHARE) 79

FIGURE 23 NORTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE, BY COUNTRY, 2022 (% SHARE) 81

FIGURE 24 NORTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY COUNTRY, 2022 VS 2032 (‘000 USD) 81

FIGURE 25 EUROPE MARKET: SWOT ANALYSIS 91

FIGURE 26 EUROPE: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE, BY COUNTRY, 2022 (% SHARE) 92

FIGURE 27 EUROPE: GENERATIVE AI IN FILFILLMENT AND LOGISTICS MARKET SIZE, BY COUNTRY, 2022 VS 2032(‘000 USD) 92

FIGURE 28 ASIA PACIFIC MARKET: SWOT ANALYSIS 108

FIGURE 29 ASIA PACIFIC: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE, BY COUNTRY, 2022 (% SHARE) 109

FIGURE 30 ASIA PACIFIC: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SIZE, BY COUNTRY, 2022 VS 2032 (‘000 USD) 109

FIGURE 31 MIDDLE EAST & AFRICA MARKET: SWOT ANALYSIS 123

FIGURE 32 MIDDLE EAST & AFRICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE, BY COUNTRY, 2022 (% SHARE) 124

FIGURE 33 MIDDLE EAST & AFRICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SIZE, BY COUNTRY, 2022 VS 2032 (‘000 USD) 124

FIGURE 34 SOUTH AMERICA MARKET: SWOT ANALYSIS 136

FIGURE 35 SOUTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SHARE, BY COUNTRY, 2022 (% SHARE) 137

FIGURE 36 SOUTH AMERICA: GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET SIZE, BY COUNTRY, 2022 VS 2032 (‘000 USD) 137

FIGURE 37 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY OFFERING, 2022 VS 2032 (‘000 USD) 138

FIGURE 38 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY TYPE, 2022 VS 2032 (‘000 USD) 139

FIGURE 39 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY APPLICATION, 2022 VS 2032 (‘000 USD) 141

FIGURE 40 SOUTH AMERICA GENERATIVE AI IN FULFILLMENT AND LOGISTICS MARKET, BY INDUSTRY VERTICAL, 2022 VS 2032 (‘000 USD) 142

FIGURE 41 MICROSOFT CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 158

FIGURE 42 MICROSOFT CORPORATION: SWOT ANALYSIS 159

FIGURE 43 SECONDMIND: SWOT ANALYSIS 162

FIGURE 44 WAREDOCK ESTONIA LLC: SWOT ANALYSIS 165

FIGURE 45 LEEWAYHERTZ: SWOT ANALYSIS 168

FIGURE 46 SAP SE: FINANCIAL OVERVIEW SNAPSHOT 170

FIGURE 47 SAP SE: SWOT ANALYSIS 172

FIGURE 48 DHL GROUP: FINANCIAL OVERVIEW SNAPSHOT 174

FIGURE 49 DHL GROUP: SWOT ANALYSIS 175

FIGURE 50 C3 AI: FINANCIAL OVERVIEW SNAPSHOT 177

FIGURE 51 C3.AI, INC.: SWOT ANALYSIS 179

FIGURE 52 BLUE YONDER: FINANCIAL OVERVIEW SNAPSHOT 181

FIGURE 53 BLUE YONDER: SWOT ANALYSIS 183

FIGURE 54 XENONSTACK.AI: SWOT ANALYSIS 187

FIGURE 55 OSA COMMERCE: SWOT ANALYSIS 190

FIGURE 56 ROPER TECHNOLOGIES: FINANCIAL OVERVIEW SNAPSHOT 192

FIGURE 57 DAT SOLUTIONS LLC : SWOT ANALYSIS 194

FIGURE 58 IBM CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 196

FIGURE 59 IBM CORPORATION: SWOT ANALYSIS 198

FIGURE 60 ORACLE CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 200

FIGURE 61 ORACLE CORPORATION: SWOT ANALYSIS 202

FIGURE 62 ITREX GROUP: SWOT ANALYSIS 204

FIGURE 63 ACCENTURE: FINANCIAL OVERVIEW SNAPSHOT 206

FIGURE 64 ACCENTURE: SWOT ANALYSIS 207

NOTE:

This table of content is tentative and subject to change as the research progresses.

ï‚¡ In section 14, only the top 10 companies will be profiled. Each company will be profiled based on the Market Overview, Financials, Service Portfolio, Business Strategies, and Recent Developments parameters.

 The companies are selected based on two broad criteria¬– strength of product portfolio and excellence in business strategies.

 Key parameters considered for evaluating strength of the vendor’s product portfolio are industry experience, product capabilities/features, innovations/R&D investment, flexibility to customize the product, ability to integrate with other systems, pre- and post-sale services, and customer ratings/feedback.

 Key parameters considered for evaluating a vendor’s excellence in business strategy are its market share, global presence, customer base, partner ecosystem (Service Type alliances/resellers/distributors), acquisitions, and marketing strategies/investments.

 The financial details of the company cannot be provided if the information is not available in the public domain and or from reliable sources.  

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