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

出版商 Market Research Future產業別 ICT & Media出版日期 2024-04-21頁數 207報告編號 MRFRICT17289CR

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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.
目錄 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
圖表清單 List of Tables & Figures
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

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Microsoft CorporationSecondmindWaredock Estonia LLCSAP SEBlue YonderOSA CommerceDAT Solutions LLCIBM CorporationOracle CorporationITRex GroupAccentureLEEWAYHERTZand DHL Group Industries Corporation.

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