フルフィルメントおよび物流における生成 AI 市場調査レポート : 2032年までの予測

出版：Market Research Future（マーケットリサーチフューチャー）　出版年月：2024年4月

Generative AI in Fulfillment & Logistics Market Research Report Forecast Till 2032

フルフィルメントおよび物流における生成 AI 市場調査レポート : 2032年までの予測

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Report Overview

Generative AI in Fulfillment & Logistics Market Research Report Forecast Till 2032

Market Overview

Generative AI in Fulfillment & Logistics Market is anticipated to register a CAGR of 43.6% during the review period. Growing advantages of generative AI for logistics industry and growing capability of generative AI across start to finish production network advancement are the key market drivers boosting the development of the Generative AI in Fulfillment and Logistics market.
The car climate is being reshaped by generative AI, which is instilling intelligence in vehicles and producing customized driving encounters that adjust to individual preferences and requests. The time of unbending and normalized interfaces is finished; these vehicles may now change their looks, shows, and controls, providing a completely customisable driving experience that consistently coordinates with the client’s decisions. Through innovation, for example, PC vision and LiDAR, generative AI upholds vehicles in comprehending their surroundings. AI frameworks can create detailed 3D guides of the surroundings, allowing vehicles to detect impediments, walkers, and different vehicles with more noteworthy exactness. Generative AI helps independent vehicles in making ongoing choices. These frameworks might mimic various driving conditions and make ideal responses, for example, whether to slow down, speed up, or move to another lane, to guarantee safe route.
Market Segmentation
Based on offering, the Generative AI in Fulfillment & Logistics Market is bifurcated into Solution and Services. Based on type, the market is categorized into Variational Autoencoder (VAE), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), and Long Short-Term Memory (LSTM) Networks.
Based on application, the Generative AI in Fulfillment & Logistics Market is classified into 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, and Others.
Based on industrial vertical, the Market is categorized into Automotive, Pharmaceutical & Healthcare, Semiconductors & Electronics, Retail & E-Commerce, Food & Beverages, and Others.
Regional Insights
The North America Generative AI in Fulfillment and Logistics market represented ~54.0% in 2022. the region’s enormous Generative AI in Fulfillment and Logistics industries, as well as the growing notoriety of Generative AI in Fulfillment and Logistics. The utilization of Generative AI in Fulfillment and Logistics is supposed to fill fundamentally in the coming a very long time as organizations try to further develop effectiveness, efficiency, and wellbeing in their material handling and transportation tasks.

The US, Canada, and Mexico make up the three nation portions that contain the North American market for generative AI in fulfillment and logistics. Using man-made consciousness to deliver original material and arrangements is known as “generative AI. With regards to fulfillment and logistics in the US, generative AI can be utilized in multiple ways.
The European Generative AI in Fulfillment and Logistics market has been partitioned, by country, into Germany, the UK, France, Spain, Italy, Nordics, Balkans, and the rest of Europe. Generative AI has arisen as a vital device in optimizing fulfillment and logistics in Europe. The innovation can help robotize and streamline processes, decrease human mistake, and work on generally functional effectiveness.
Major Players
The major players in the market are Microsoft Corporation, Secondmind, Waredock Estonia LLC, SAP SE, Blue Yonder, OSA Commerce, DAT Solutions LLC, IBM Corporation, Oracle Corporation, ITRex Group, Accenture, LEEWAYHERTZ, and DHL Group Industries Corporation.

Table of Contents

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

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

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