Artificial Intelligence (AI) Market by Offering (Hardware, Software), Technology (ML (Deep Learning (LLM, Transformers (GPT 1, 2, 3, 4)), NLP, Computer Vision), Business Function, Vertical, and Region - Global Forecast to 2030

Artificial Intelligence (AI) Market by Offering (Hardware, Software), Technology (ML (Deep Learning (LLM, Transformers (GPT 1, 2, 3, 4)), NLP, Computer Vision), Business Function, Vertical, and Region - Global Forecast to 2030

Table Of Contents

1 Introduction 71
1.1 Study Objectives 71
1.2 Market Definition 71
1.2.1 Inclusions & Exclusions 72
1.3 Market Scope 73
1.3.1 Market Segmentation 73
1.3.2 Regions Covered 75
1.3.3 Years Considered 75
1.4 Currency Considered 76
Table 1 Usd Exchange Rates, 2020–2022 76
1.5 Stakeholders 76
1.6 Summary Of Changes 76
1.6.1 Impact Of Recession 77

2 Research Methodology 78
2.1 Research Data 78
Figure 1 Research Design 78
2.1.1 Secondary Data 79
2.1.2 Primary Data 79
Table 2 Primary Interviews 79
2.1.2.1 Breakup Of Primary Profiles 80
2.1.2.2 Key Industry Insights 80
2.2 Data Triangulation 81
Figure 2 Data Triangulation 81
2.3 Market Size Estimation 82
Figure 3 Top-Down And Bottom-Up Approaches 82
2.3.1 Top-Down Approach 82
2.3.2 Bottom-Up Approach 83
Figure 4 Approach 1 (Supply-Side): Revenue From Solutions/Services Of Artificial Intelligence 83
Figure 5 Approach 2 (Bottom-Up, Supply-Side): Collective Revenue From All Solutions/Services Of Artificial Intelligence 84
Figure 6 Approach 3 (Bottom-Up, Supply-Side): Collective Revenue From All Solutions/Services Of Artificial Intelligence 85
Figure 7 Approach 4 (Bottom-Up, Demand-Side): Share Of Artificial Intelligence Through Overall Spending 86
2.4 Market Forecast 87
Table 3 Factor Analysis 87
2.5 Assumptions 88
2.6 Limitations 90
2.7 Implication Of Recession On Global Artificial Intelligence Market 90

3 Executive Summary 91
Table 4 Artificial Intelligence Market Size And Growth Rate, 2017–2022 (Usd Million, Y-O-Y Growth) 92
Table 5 Artificial Intelligence Market Size And Growth Rate, 2023–2030 (Usd Million, Y-O-Y Growth) 92
Figure 8 Software To Be Dominant Artificial Intelligence Market In 2023 92
Figure 9 Accelerators To Dominate Artificial Intelligence Hardware Market In 2023 93
Figure 10 Graphics Processing Units To Dominate Over Other Processors In Artificial Intelligence Processors In 2023 93
Figure 11 Pre-Trained Models To Lead Market Among Artificial Intelligence Software Types In 2023 94
Figure 12 Cloud Deployment To Account For Largest Market Size In Artificial Intelligence Software Deployment Market In 2023 94
Figure 13 Professional Services To Lead Market For Artificial Intelligence Services In 2023 95
Figure 14 Consulting Services To Be Leading Professional Services Market For Artificial Intelligence In 2023 95
Figure 15 Machine Learning To Be Most Preferred Technology In Artificial Intelligence Market In 2023 96
Figure 16 Deep Learning To Dominate Among Machine Learning Technologies In Artificial Intelligence Market In 2023 96
Figure 17 Natural Language Understanding To Be Preferred Over Generation In Artificial Intelligence Market In 2023 97
Figure 18 Marketing & Sales To Be Leading Business Function In Artificial Intelligence Market In 2023 97
Figure 19 Bfsi Vertical To Account For Largest Market In 2023 98
Figure 20 North America Market To Account For Largest Share In 2023 98

4 Premium Insights 99
4.1 Attractive Opportunities For Artificial Intelligence Market Players 99
Figure 21 Rising Investments In Artificial Intelligence Research & Development To Drive Market Growth 99
4.2 Overview Of Recession In Global Artificial Intelligence Market 100
Figure 22 Artificial Intelligence Market To Witness Minor Decline In Y-O-Y Growth In 2023 100
4.3 Artificial Intelligence Market, By Key Business Function 100
Figure 23 Marketing & Sales Business Function To Account For Largest Artificial Intelligence Market During Forecast Period 100
4.4 Artificial Intelligence Market, By Key Offering And Vertical 101
Figure 24 Software And Bfsi To Lead Respective Segments In Artificial Intelligence Market In 2023 101
4.5 Artificial Intelligence Market, By Region 101
Figure 25 North America To Dominate Artificial Intelligence Market In 2023 101

5 Market Overview And Industry Trends 102
5.1 Introduction 102
5.2 Market Dynamics 102
Figure 26 Drivers, Restraints, Opportunities, And Challenges: Artificial Intelligence Market 102
5.2.1 Drivers 103
5.2.1.1 Growth In Adoption Of Autonomous Artificial Intelligence 103
5.2.1.2 Rise In Technological Advancements And Innovations 103
5.2.1.3 Advancements In Deep Learning And Growth Of Data-Based Artificial Intelligence 104
5.2.2 Restraints 104
5.2.2.1 Shortage Of Skilled Artificial Intelligence Professionals 104
5.2.2.2 Issues Related To Data Availability And Quality 105
5.2.3 Opportunities 105
5.2.3.1 Rapid Growth In Digital Data From Various Sources 105
5.2.3.2 Rise In Investment In Research & Development By Businesses And Governments 105
5.2.4 Challenges 106
5.2.4.1 Data Privacy And Security Concerns 106
5.2.4.2 Concerns Related To Bias And Inaccurately Generated Output 106
5.3 Ethics And Implications Of Artificial Intelligence Development 107
5.3.1 Bias And Fairness 107
5.3.2 Accountability And Trust 107
5.3.3 Impact On Social Dynamics 107
5.3.4 Privacy And Security 108
5.3.5 Transparency And Explainability 108
5.4 Investments In Artificial Intelligence 108
Table 6 Major Investments In Artificial Intelligence, 2019–2023 108
5.5 Acquisitions In Artificial Intelligence Market 111
Table 7 Major Acquisitions In Artificial Intelligence Market Between 2019 And 2023 111
5.6 Evolution Of Artificial Intelligence Technology 113
5.6.1 Milestones Of Artificial Intelligence 114
Figure 27 Milestones Of Artificial Intelligence 114
5.6.2 Autonomy Levels Of Artificial Intelligence 116
5.6.2.1 Weak Artificial Intelligence/Artificial Narrow Intelligence (Ani) 116
5.6.2.2 Strong Artificial Intelligence 116
5.6.2.2.1 Artificial General Intelligence (Agi) 116
5.6.2.2.2 Artificial Super Intelligence (Asi) 117
5.7 Artificial Intelligence Market Ecosystem 117
Figure 28 Artificial Intelligence Ecosystem (Part 1/2) 117
Figure 29 Artificial Intelligence Ecosystem (Part 2/2) 118
Table 8 Artificial Intelligence Market: Hardware Providers 118
Table 9 Artificial Intelligence Market: Software Providers 119
Table 10 Artificial Intelligence Market: Platform Providers 120
Table 11 Artificial Intelligence Market: Network Providers 121
Table 12 Artificial Intelligence Market: Security Providers 122
Table 13 Artificial Intelligence Market: Service Providers 123
Table 14 Artificial Intelligence Market: Cloud Providers 124
5.8 Case Study Analysis 125
5.8.1 Retail & Ecommerce 125
5.8.1.1 Asos Used Microsoft Azure’s Ml Service To Reduce Time-To-Market For Recommendations Model 125
5.8.1.2 Aws’ Technologies Helped Artfinder Offer Recommendations To Customers 125
5.8.1.3 Formosa Optical Approached Appier To Optimize Customer Satisfaction And Unblock Retail Opportunity 126
5.8.2 Healthcare & Life Sciences 126
5.8.2.1 Tamil Nadu Egovernance Agency (Tnega) Used An Ai-Based Mobile App To Enable Screening Of People For Cataract 126
5.8.2.2 Inspire Used Ml To Connect Millions Of Patients And Caregivers On Aws 127
5.8.2.3 Ucsf Health Leverages H2o Document Artificial Intelligence To Automate Workflows In Healthcare 127
5.8.3 Bfsi 128
5.8.3.1 Humana Used Watson Assistant To Address Customer Queries 128
5.8.3.2 Paypal Collaborated With H2o.Ai To Improve Fraud Detection Accuracy And Decrease Its Time 128
5.8.3.3 Vanguard Institutional Utilized Persado To Scale Its Personalization Efforts For Customer Messages 129
5.8.4 Agriculture 129
5.8.4.1 Biochemical Company Built Digital Solution To Deliver Accurate Product Recommendations Using Artificial Intelligence 129
5.8.4.2 Agrochemical Company Used Precision Farming Solutions To Predict Mildew Disease In Crops 130
5.8.5 Manufacturing 130
5.8.5.1 Kia Motors America Relied On Artificial Intelligence Solutions From Sas To Improve Its Customer Satisfaction 130
5.8.5.2 Us-Based Fortune 500 Home Appliances Corporation Approached Fosfor To Improve Its Warranty And After-Sales Management 131
5.8.6 Construction 131
5.8.6.1 General Contractor Leveraged Alice On Silicon Valley Project To Save Millions 131
5.8.7 Education 132
5.8.7.1 Nc State University Leveraged Lumen5 To Boost Its Online Presence 132
5.8.8 Energy & Utilities 133
5.8.8.1 Kore.Ai Enabled Energy Company To Enhance Customer Service With Conversational Ai 133
5.8.9 Automotive 133
5.8.9.1 Zoox Approached Aws To Boost Development Of Self-Driving Cars 133
5.8.10 Telecom 134
5.8.10.1 Vodafone Utilized Persado’s Motivation Ai To Develop Creative Campaigns Through Generative Ai 134
5.8.11 It/Ites 134
5.8.11.1 Twilio Leveraged Aisera’s Generative Ai Technology And Service To Scale It Operations 134
5.9 Technology Analysis 135
5.9.1 Key Technologies 135
5.9.1.1 Generative Ai 135
5.9.1.2 Conversational Ai 135
5.9.1.3 Autonomous Ai & Autonomous Agent 136
5.9.1.4 Automl 136
5.9.1.5 Causal Ai 136
5.9.1.6 Decision Intelligence 137
5.9.1.7 Mlops 137
5.9.1.8 Embedded Ai 137
5.9.1.9 Composite Ai 138
5.9.2 Adjacent Technologies 138
5.9.2.1 Predictive Analytics 138
5.9.2.2 Iot 138
5.9.2.3 Big Data 139
5.9.2.4 Augmented Reality 139
5.9.2.5 Virtual Reality 139
5.9.2.6 Sensors And Robotics 140
5.10 Value Chain Analysis 140
Figure 30 Artificial Intelligence: Value Chain Analysis 140
5.11 Porter’s Five Forces Analysis 142
Figure 31 Artificial Intelligence Market: Porter’s Five Forces Analysis 142
Table 15 Artificial Intelligence Market: Porter’s Five Forces Analysis 142
5.11.1 Threat Of New Entrants 143
5.11.2 Threat Of Substitutes 143
5.11.3 Bargaining Power Of Suppliers 143
5.11.4 Bargaining Power Of Buyers 143
5.11.5 Intensity Of Competitive Rivalry 144
5.12 Pricing Model Analysis 144
5.12.1 Indicative Pricing Of Key Offerings 144
Table 16 Pricing Analysis 144
5.12.2 Artificial Intelligence: Average Selling Prices 146
Figure 32 Average Selling Prices Of Key Companies (Usd) 146
5.13 Patent Analysis 146
5.13.1 Methodology 146
5.13.2 Document Type 147
Table 17 Patents Filed, 2013–2023 147
5.13.3 Innovation And Patent Applications 147
Figure 33 Annual Number Of Patents Granted, 2013–2023 147
5.13.3.1 Top Applicants 148
Figure 34 Top Ten Patent Applicant Companies, 2013–2023 148
Table 18 Top 20 Patent Owners In Market, 2013–2023 148
Table 19 List Of Major Patents In Artificial Intelligence Market, 2021–2023 149
Table 20 Moit- Regional Analysis Of Patents Granted, 2013–2023 151
5.14 Key Conferences And Events 152
Table 21 Detailed List Of Conferences And Events, 2023–2024 152
5.15 Tariff And Regulatory Landscape 155
5.15.1 Regulatory Bodies, Government Agencies, And Other Organizations 155
Table 22 North America: Regulatory Bodies, Government Agencies, And Other Organizations 155
Table 23 Europe: Regulatory Bodies, Government Agencies, And Other Organizations 156
Table 24 Asia Pacific: List Of Regulatory Bodies, Government Agencies, And Other Organizations 158
Table 25 Row: Regulatory Bodies, Government Agencies, And Other Organizations 158
5.15.2 North America 159
5.15.2.1 Us 159
5.15.2.1.1 California Consumer Privacy Act (Ccpa) 159
5.15.2.1.2 Health Insurance Portability And Accountability Act (Hipaa) 159
5.15.2.1.3 Artificial Intelligence Risk Management Framework 1.0 (Rmf) 159
5.15.2.2 Canada 159
5.15.2.2.1 Public Safety Canada Regulation 159
5.15.3 Europe 159
5.15.3.1 General Data Protection Regulation (Gdpr) 159
5.15.3.2 Eu Regulatory Framework For Ai 160
5.15.4 Asia Pacific 160
5.15.4.1 South Korea 160
5.15.4.1.1 Personal Information Protection Act (Pipa) 160
5.15.4.2 China 160
5.15.4.3 India 160
5.15.5 Middle East & Africa 160
5.15.5.1 Uae 161
5.15.5.1.1 Uae Ai Regulations 161
5.15.5.2 Ksa 161
5.15.5.2.1 Saudi Arabia National Ai Strategy 161
5.15.5.3 Bahrain 161
5.15.5.3.1 Bahrain Ai Ethics Framework 161
5.15.6 Latin America 161
5.15.6.1 Brazil 161
5.15.6.1.1 Brazil’s General Data Protection Law 161
5.15.6.2 Mexico 161
5.15.6.2.1 Mexico’s National Artificial Intelligence Strategy 161
5.16 Key Stakeholders And Buying Criteria 162
5.16.1 Key Stakeholders In Buying Process 162
Figure 35 Influence Of Stakeholders On Buying Process For Top Three Verticals 162
Table 26 Influence Of Stakeholders In Buying Process For Top Three Verticals 162
5.16.2 Buying Criteria 163
Figure 36 Key Buying Criteria For Top Three Verticals 163
Table 27 Key Buying Criteria For Top Three Verticals 163
5.17 Trends/Disruptions Impacting Buyers/Clients In Artificial Intelligence Market 164
Figure 37 Artificial Intelligence Market: Trends/Disruptions Impacting Buyers/Clients 164
5.18 Best Practices In Artificial Intelligence Market 164
5.19 Technology Roadmap 165
Table 28 Technology Roadmap Of Artificial Intelligence Market 165
5.20 Business Models 167
Figure 38 Business Models Of Artificial Intelligence Market 167

6 Artificial Intelligence Market, By Offering 169
6.1 Introduction 170
6.1.1 Offering: Artificial Intelligence Market Drivers 170
Figure 39 Artificial Intelligence Services To Grow At Highest Cagr During Forecast Period 171
Table 29 Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 171
Table 30 Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 171
6.2 Hardware 172
6.2.1 Rise In Competition Among Businesses 172
Figure 40 Accelerators To Witness Highest Cagr In Artificial Intelligence Hardware Market 172
Table 31 Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 172
Table 32 Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 173
Table 33 Hardware: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 173
Table 34 Hardware: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 173
6.2.2 Accelerators 174
6.2.2.1 Rise In Demand For More Optimized Processing In Artificial Intelligence Applications 174
Table 35 Accelerators: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 174
Table 36 Accelerators: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 174
6.2.3 Processors 175
6.2.3.1 Technological Advancements Pave Way For Smaller, More Powerful, And More Efficient Chips 175
Figure 41 Field Programmable Gate Arrays To Be Fastest-Growing Artificial Intelligence Processors Market 175
Table 37 Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 175
Table 38 Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 176
Table 39 Processors: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 176
Table 40 Processors: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 176
6.2.3.2 Microprocessing Units 177
Table 41 Microprocessing Units: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 177
Table 42 Microprocessing Units: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 177
6.2.3.3 Graphics Processing Units 178
Table 43 Graphics Processing Units: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 178
Table 44 Graphics Processing Units: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 178
6.2.3.4 Field Programmable Gate Arrays 179
Table 45 Field Programmable Gate Arrays: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 179
Table 46 Field Programmable Gate Arrays: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 180
6.2.3.5 Other Processors 180
Table 47 Other Processors: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 180
Table 48 Other Processors: Artificial Intelligence Market, By Region, 2023–2030(Usd Million) 181
6.2.4 Memory 181
6.2.4.1 Advancements In Specialized Solutions In Ai 181
Table 49 Memory: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 182
Table 50 Memory: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 182
6.2.5 Network 182
6.2.5.1 Need To Offer Seamless Communication Between Various Components Within Network 182
Table 51 Network: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 183
Table 52 Network: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 183
6.3 Software 183
6.3.1 Artificial Intelligence Software Synthesizes Data For Computers To Perform Complex Operations 183
Figure 42 Pre-Trained Models Segment To Be Largest Market During Forecast Period 184
Table 53 Software: Artificial Intelligence Market, By Type, 2017–2022 (Usd Million) 184
Table 54 Software: Artificial Intelligence Market, By Type, 2023–2030 (Usd Million) 184
Table 55 Software: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 185
Table 56 Software: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 185
6.3.2 Software: Artificial Intelligence Market, By Type 185
6.3.2.1 Pre-Trained Models 185
Table 57 Pre-Trained Models: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 186
Table 58 Pre-Trained Models: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 186
6.3.2.2 Customizable Ai 186
6.3.2.2.1 Tailoring Artificial Intelligence Models For Specific Requirements And Enhanced Performance 186
Table 59 Customizable Ai: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 187
Table 60 Customizable Ai: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 187
6.3.2.3 Edge Ai 187
6.3.2.3.1 Need To Deploy Artificial Intelligence Algorithms Directly On Devices 187
Table 61 Edge Ai: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 188
Table 62 Edge Ai: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 188
6.3.2.4 Ai Marketplaces 188
6.3.2.4.1 Need To Access And Leverage Wide Range Of Artificial Intelligence Resources 188
Table 63 Ai Marketplaces: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 189
Table 64 Ai Marketplaces: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 189
6.3.3 Software: Artificial Intelligence Market, By Deployment 189
Figure 43 Cloud Deployment To Grow At Higher Cagr During Forecast Period 190
Table 65 Software: Artificial Intelligence Market, By Deployment, 2017–2022 (Usd Million) 190
Table 66 Software: Artificial Intelligence Market, By Deployment, 2023–2030 (Usd Million) 190
6.3.3.1 On-Premises 191
6.3.3.1.1 Need For Stringent Data Privacy And Security Policies 191
Table 67 On-Premises: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 191
Table 68 On-Premises: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 191
6.3.3.2 Cloud 192
6.3.3.2.1 Ability To Offer Flexibility In Terms Of Resource Allocation 192
Table 69 Cloud: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 192
Table 70 Cloud: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 192
6.4 Services 193
6.4.1 Complex Algorithms Of Technologies Providing Online And Offline Support Services To Artificial Intelligence Vendors 193
Figure 44 Managed Services To Grow At Higher Cagr During Forecast Period 193
Table 71 Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 193
Table 72 Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 194
Table 73 Services: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 194
Table 74 Services: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 194
6.4.2 Professional Services 195
6.4.2.1 Greater Need For Comprehensive Support For Deploying Power Of Artificial Solutions 195
Figure 45 Support & Maintenance Segment To Grow At Higher Cagr During Forecast Period 195
Table 75 Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 195
Table 76 Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 196
Table 77 Professional Services: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 196
Table 78 Professional Services: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 196
6.4.2.1.1 Consulting Services 197
Table 79 Consulting Services: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 197
Table 80 Consulting Services: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 197
6.4.2.1.1.1 Training & Education 198
6.4.2.1.1.2 Designing & Testing 198
6.4.2.1.2 Deployment & Integration 198
Table 81 Deployment & Integration: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 199
Table 82 Deployment & Integration: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 199
6.4.2.1.3 Support & Maintenance 199
Table 83 Support & Maintenance: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 200
Table 84 Support & Maintenance: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 200
6.4.3 Managed Services 200
6.4.3.1 Ensuring Seamless Artificial Intelligence Infrastructure 200
Table 85 Managed Services: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 201
Table 86 Managed Services: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 201

7 Artificial Intelligence Market, By Technology 202
7.1 Introduction 203
7.1.1 Technology: Artificial Intelligence Market Drivers 203
Figure 46 Computer Vision Technology To Grow At Highest Cagr During Forecast Period 203
Table 87 Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 204
Table 88 Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 204
7.2 Machine Learning 204
7.2.1 Rapid Growth In Computational Capabilities 204
Figure 47 Reinforcement Learning To Be Fastest-Growing Machine Learning Technology During Forecast Period 205
Table 89 Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 205
Table 90 Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 205
Table 91 Machine Learning: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 206
Table 92 Machine Learning: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 206
7.2.2 Deep Learning 206
Table 93 Deep Learning: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 207
Table 94 Deep Learning: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 207
7.2.2.1 Convolutional Neural Networks (Cnn) 207
7.2.2.2 Recurrent Neural Networks (Rnn) 208
7.2.2.2.1 Generative Adversarial Networks (Gan) 208
7.2.2.2.2 Transformers 208
7.2.2.2.2.1 Gpt 1 209
7.2.2.2.2.2 Gpt 2 209
7.2.2.2.2.3 Gpt 3 209
7.2.2.2.2.4 Gpt 4 209
7.2.2.2.2.5 Large Language Model (Llm) 210
7.2.3 Supervised Learning 210
Table 95 Supervised Learning: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 210
Table 96 Supervised Learning: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 211
7.2.4 Unsupervised Learning 211
Table 97 Unsupervised Learning: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 211
Table 98 Unsupervised Learning: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 212
7.2.5 Reinforcement Learning 212
Table 99 Reinforcement Learning: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 212
Table 100 Reinforcement Learning: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 213
7.3 Natural Language Processing 213
7.3.1 Need To Process Vast Amounts Of Voice And Text Data From Various Sources 213
Figure 48 Natural Language Generation To Grow At Higher Cagr During Forecast Period 213
Table 101 Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 214
Table 102 Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 214
Table 103 Natural Language Processing: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 214
Table 104 Natural Language Processing: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 215
7.3.1.1 Natural Language Understanding (Nlu) 215
7.3.1.2 Natural Language Generation (Nlg) 215
7.4 Context Awareness 216
7.4.1 Higher Need To Create Personalized User Experience And Enhance Decision-Making 216
Table 105 Context Awareness: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 216
Table 106 Context Awareness: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 216
7.5 Computer Vision 217
7.5.1 Growth In Application Of Computer Vision Technology Across Various Verticals 217
Table 107 Computer Vision: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 217
Table 108 Computer Vision: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 218

8 Artificial Intelligence Market, By Business Function 219
8.1 Introduction 220
8.1.1 Business Function: Artificial Intelligence Market Drivers 220
Figure 49 Supply Chain Management To Grow At Highest Cagr During Forecast Period 220
Table 109 Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 221
Table 110 Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 221
8.2 Artificial Intelligence: Enterprise Use Cases 222
8.3 Finance 222
8.3.1 Ability To Provide Real-Time Analysis Of Customer Demographics 222
Table 111 Finance: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 222
Table 112 Finance: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 223
8.3.2 Ai In Accounting 223
8.3.3 Ai In Payroll 223
8.3.4 Ai In Financial Planning & Analysis 224
8.3.5 Other Finance Functions 224
8.4 Security 224
8.4.1 Ensuring Confidentiality Of Critical Business Data With Rapid Adoption Of Artificial Intelligence 224
Table 113 Security: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 225
Table 114 Security: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 225
8.4.2 Identity & Access Management 225
8.4.3 Risk & Compliance Management 225
8.4.4 Encryption 226
8.4.5 Data Loss Prevention 226
8.4.6 Unified Threat Management 226
8.4.7 Antivirus/Antimalware 227
8.4.8 Intrusion Detection/Prevention Systems 227
8.4.9 Other Security Functions 227
8.5 Human Resources 228
8.5.1 Need To Offer Personalized Training Recommendations Based On Individual Skill Gaps 228
Table 115 Human Resources: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 228
Table 116 Human Resources: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 228
8.5.2 Virtual Assistant 229
8.5.3 Applicant Tracking & Assessment 229
8.5.4 Personalized Learning & Development 229
8.5.5 Hr Analytics 230
8.5.6 Recommendation Engine 230
8.5.7 Sentiment Analysis 230
8.5.8 Other Human Resource Functions 231
8.6 Law 231
8.6.1 Providing Efficient And Innovative Legal Advice On Technologies 231
Table 117 Law: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 231
Table 118 Law: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 232
8.6.2 Ediscovery 232
8.6.3 Legal Research 232
8.6.4 Contract Analysis 233
8.6.5 Case Prediction 233
8.6.6 Compliance 233
8.6.7 Other Law Functions 233
8.7 Marketing & Sales 234
8.7.1 Need To Forecast Customer Preferences And Behavior 234
Table 119 Marketing & Sales: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 234
Table 120 Marketing & Sales: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 234
8.7.2 Social Media Advertising 235
8.7.3 Search Advertising 235
8.7.4 Dynamic Pricing 235
8.7.5 Virtual Assistant 235
8.7.6 Content Curation 236
8.7.7 Sales & Marketing Automation 236
8.7.8 Optimizing Sales & Marketing Strategies 236
8.7.9 Other Marketing & Sales Functions 236
8.8 Operations 237
8.8.1 Ability To Enhance Efficiency And Optimize Resource Utilization 237
Table 121 Operations: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 237
Table 122 Operations: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 237
8.8.2 Project Management 238
8.8.3 Process Automation 238
8.8.4 Intelligent Document Processing 238
8.8.5 Resource Optimization 238
8.8.6 Process Monitoring & Control 239
8.8.7 Other Operational Functions 239
8.9 Supply Chain Management 239
8.9.1 Demand From Businesses To Achieve End-To-End Visibility And Optimize Processes 239
Table 123 Supply Chain Management: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 240
Table 124 Supply Chain Management: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 240
8.9.2 Supply Chain Visibility 240
8.9.3 Supplier Management 241
8.9.4 Warehouse Management 241
8.9.5 Inventory Optimization 241
8.9.6 Demand Forecasting 241
8.9.7 Others Supply Management Functions 242

9 Artificial Intelligence Market, By Vertical 243
9.1 Introduction 244
9.1.1 Vertical: Artificial Intelligence Market Drivers 244
Figure 50 Healthcare & Life Sciences To Grow At Highest Cagr During Forecast Period 244
Table 125 Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 245
Table 126 Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 245
9.2 Bfsi 246
9.2.1 Rapid Adoption Of Advanced Algorithms And Data Analysis 246
Table 127 Bfsi: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 246
Table 128 Bfsi: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 246
9.2.2 Bfsi: Artificial Intelligence Market, By Application 247
Table 129 Bfsi: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 247
Table 130 Bfsi: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 247
9.2.3 Fraud Detection & Prevention 248
9.2.4 Risk Assessment & Management 248
9.2.5 Algorithmic Trading 248
9.2.6 Credit Scoring & Underwriting 248
9.2.7 Customer Service Automation 249
9.2.8 Personalized Financial Recommendation 249
9.2.9 Investment Portfolio Management 249
9.2.10 Regulatory Compliance Monitoring 249
9.2.11 Other Bfsi Applications 250
9.3 Retail & Ecommerce 250
9.3.1 Demand For Personalized Shopping Experience And Enhance Customer Satisfaction 250
Table 131 Retail & Ecommerce: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 250
Table 132 Retail & Ecommerce: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 251
9.3.2 Retail & Ecommerce: Artificial Intelligence Market, By Application 251
Table 133 Retail & Ecommerce: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 251
Table 134 Retail & Ecommerce: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 252
9.3.3 Personalized Product Recommendation 252
9.3.4 Customer Relationship Management 252
9.3.5 Visual Search 253
9.3.6 Virtual Customer Assistant 253
9.3.7 Price Optimization 253
9.3.8 Payment Service Management 253
9.3.9 Supply Chain Management & Demand Planning 254
9.3.10 Virtual Stores 254
9.3.11 Other Retail & Ecommerce Applications 254
9.4 Automotive, Transportation, And Logistics 254
9.4.1 Higher Demand For Enhanced Efficiency 254
Table 135 Automotive, Transportation, And Logistics: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 255
Table 136 Automotive, Transportation, And Logistics: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 255
9.4.2 Automotive, Transportation, And Logistics: Artificial Intelligence Market, By Application 255
Table 137 Automotive, Transportation, And Logistics: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 256
Table 138 Automotive, Transportation, And Logistics: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 256
9.4.3 Semi-Autonomous & Autonomous Vehicles 257
9.4.4 Route Optimization 257
9.4.5 Intelligent Traffic Management 257
9.4.6 Driver Assistance System 257
9.4.7 Smart Logistics & Warehousing 258
9.4.8 Supply Chain Visibility & Tracking 258
9.4.9 Fleet Management 258
9.4.10 Vehicle Diagnostics And Telematics 258
9.4.11 Traffic Pattern Analysis 259
9.4.12 Other Automotive, Transportation, And Logistics Applications 259
9.5 Government & Defense 259
9.5.1 Initiatives Taken By Governments To Strengthen National Security 259
Table 139 Government & Defense: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 260
Table 140 Government & Defense: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 260
9.5.2 Government & Defense: Artificial Intelligence Market, By Application 260
Table 141 Government & Defense: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 261
Table 142 Government & Defense: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 261
9.5.3 Smart Ticketing 262
9.5.4 Autonomous Surveillance & Monitoring Systems 262
9.5.5 Law Enforcement 262
9.5.6 Intelligence Analysis & Data Processing 262
9.5.7 Border Security & Surveillance 263
9.5.8 Disaster Response & Discovery Assistance 263
9.5.9 Unmanned Underwater And Aerial Vehicles 263
9.5.10 Egovernance & Digital City Services 264
9.5.11 Other Government & Defense Applications 264
9.6 Healthcare & Lifesciences 264
9.6.1 Burgeoning Need To Enhance Healthcare Outcomes 264
Table 143 Healthcare & Lifesciences: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 265
Table 144 Healthcare & Lifesciences: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 265
9.6.2 Healthcare & Life Sciences: Artificial Intelligence Market, By Application 265
Table 145 Healthcare & Life Sciences: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 266
Table 146 Healthcare & Life Sciences: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 266
9.6.3 Patient Data & Risk Analysis 267
9.6.4 Lifestyle Management & Monitoring And Wearables 267
9.6.5 Precision Medicine 267
9.6.6 Inpatient Care & Hospital Management 267
9.6.7 Medical Imaging & Diagnostics 268
9.6.8 Drug Discovery 268
9.6.9 Robotics Surgery & Assistance 268
9.6.10 Medical Research 269
9.6.11 Other Healthcare & Life Science Applications 269
9.7 Telecom 269
9.7.1 Optimized Network Performance And Preventing Network Outages 269
Table 147 Telecom: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 270
Table 148 Telecom: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 270
9.7.2 Telecom: Artificial Intelligence Market, By Application 270
Table 149 Telecom: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 271
Table 150 Telecom: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 271
9.7.3 Network Optimization 272
9.7.4 Network Security 272
9.7.5 Customer Service & Support 272
9.7.6 Network Analytics 272
9.7.7 Intelligent Call Routing 273
9.7.8 Network Fault Prediction 273
9.7.9 Virtual Network Assistant 273
9.7.10 Voice & Speech Recognition 273
9.7.11 Other Telecom Applications 274
9.8 Energy & Utilities 274
9.8.1 Efficient Energy Utilization And Cost Savings 274
Table 151 Energy & Utilities: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 274
Table 152 Energy & Utilities: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 275
9.8.2 Energy & Utilities: Artificial Intelligence Market, By Application 275
Table 153 Energy & Utilities: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 275
Table 154 Energy & Utilities: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 276
9.8.3 Energy Demand Forecasting 276
9.8.4 Grid Optimization & Management 276
9.8.5 Energy Consumption Analytics 277
9.8.6 Smart Metering & Energy Data Management 277
9.8.7 Energy Storage Optimization 277
9.8.8 Real-Time Energy Monitoring & Control 277
9.8.9 Power Quality Monitoring & Management 278
9.8.10 Energy Trading & Marketing Forecasting 278
9.8.11 Intelligent Energy Management Systems 278
9.8.12 Other Energy & Utility Applications 278
9.9 Manufacturing 279
9.9.1 Adoption Of Intelligent Systems To Automate And Optimize Operations 279
Table 155 Manufacturing: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 279
Table 156 Manufacturing: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 279
9.9.2 Manufacturing: Artificial Intelligence Market, By Application 280
Table 157 Manufacturing: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 280
Table 158 Manufacturing: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 280
9.9.3 Material Movement Management 281
9.9.4 Predictive Maintenance & Machinery Inspection 281
9.9.5 Production Planning 281
9.9.6 Quality Control 281
9.9.7 Production Line Optimization 282
9.9.8 Intelligent Inventory Management 282
9.9.9 Autonomous Robotics 282
9.9.10 Others Manufacturing Applications 282
9.10 Agriculture 283
9.10.1 Increase In Potential To Mitigate Environmental Impact 283
Table 159 Agriculture: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 283
Table 160 Agriculture: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 284
9.10.2 Agriculture: Artificial Intelligence Market, By Application 284
Table 161 Agriculture: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 284
Table 162 Agriculture: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 285
9.10.3 Crop Monitoring & Yield Prediction 285
9.10.4 Precision Farming 286
9.10.5 Soil Analysis & Nutrient Management 286
9.10.6 Pest & Disease Detection 286
9.10.7 Irrigation Optimization & Water Management 287
9.10.8 Automated Harvesting & Sorting 287
9.10.9 Weed Detection & Management 287
9.10.10 Weather & Climate Monitoring 287
9.10.11 Livestock Monitoring & Health Management 288
9.10.12 Other Agricultural Applications 288
9.11 It/Ites 288
9.11.1 Rise In Opportunities To Enhance Customer Experiences And Drive Competitive Advantage 288
Table 163 It/Ites: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 289
Table 164 It/Ites: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 289
9.11.2 It/Ites: Artificial Intelligence Market, By Application 289
Table 165 It/Ites: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 290
Table 166 It/Ites: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 290
9.11.3 Automated Code Generation & Optimization 291
9.11.4 Automated It Asset Management 291
9.11.5 It Ticketing & Support Automation 291
9.11.6 Intelligent Data Backup & Recovery 291
9.11.7 It Service Management Automation 292
9.11.8 Automated Software Testing & Quality Assurance 292
9.11.9 Other It/Ites Applications 292
9.12 Media & Entertainment 293
9.12.1 Rise In Need To Understand And Cater To Individual Preferences And Behaviors 293
Table 167 Media & Entertainment: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 293
Table 168 Media & Entertainment: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 294
9.12.2 Media & Entertainment: Artificial Intelligence Market, By Application 294
Table 169 Media & Entertainment: Artificial Intelligence Market, By Application, 2017–2022 (Usd Million) 294
Table 170 Media & Entertainment: Artificial Intelligence Market, By Application, 2023–2030 (Usd Million) 295
9.12.3 Content Recommendation Systems 295
9.12.4 Content Creation & Generation 295
9.12.5 Content Copyright Protection 296
9.12.6 Audience Analytics And Segmentation 296
9.12.7 Personalized Advertising 296
9.12.8 Other Media & Entertainment Applications 296
9.13 Other Verticals 297
Table 171 Other Verticals: Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 298
Table 172 Other Verticals: Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 298

10 Artificial Intelligence Market, By Region 299
10.1 Introduction 300
Figure 51 India To Account For Highest Cagr During Forecast Period 300
Figure 52 Asia Pacific To Account For Highest Cagr During Forecast Period 301
Table 173 Artificial Intelligence Market, By Region, 2017–2022 (Usd Million) 301
Table 174 Artificial Intelligence Market, By Region, 2023–2030 (Usd Million) 301
10.2 North America 302
10.2.1 North America: Artificial Intelligence Market Drivers 302
10.2.2 North America: Recession Impact 302
Figure 53 North America: Market Snapshot 303
Table 175 North America: Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 303
Table 176 North America: Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 304
Table 177 North America: Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 304
Table 178 North America: Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 304
Table 179 North America: Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 305
Table 180 North America: Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 305
Table 181 North America: Artificial Intelligence Market, By Software, 2017–2022 (Usd Million) 305
Table 182 North America: Artificial Intelligence Market, By Software, 2023–2030 (Usd Million) 306
Table 183 North America: Artificial Intelligence Software Market, By Deployment, 2017–2022 (Usd Million) 306
Table 184 North America: Artificial Intelligence Software Market, By Deployment, 2023–2030 (Usd Million) 306
Table 185 North America: Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 306
Table 186 North America: Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 307
Table 187 North America: Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 307
Table 188 North America: Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 307
Table 189 North America: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 308
Table 190 North America: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 308
Table 191 North America: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 308
Table 192 North America: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 309
Table 193 North America: Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 309
Table 194 North America: Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 309
Table 195 North America: Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 310
Table 196 North America: Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 310
Table 197 North America: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 311
Table 198 North America: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 311
Table 199 North America: Bfsi Vertical Market, By Application, 2017–2022 (Usd Million) 312
Table 200 North America: Bfsi Vertical Market, By Application, 2023–2030 (Usd Million) 312
Table 201 North America: Retail & Ecommerce Vertical Market, By Application, 2017–2022 (Usd Million) 313
Table 202 North America: Retail & Ecommerce Vertical Market, By Application, 2023–2030 (Usd Million) 313
Table 203 North America: Automotive, Transportation, And Logistics Vertical Market, By Application, 2017–2022 (Usd Million) 314
Table 204 North America: Automotive, Transportation, And Logistics Vertical Market, By Application, 2023–2030 (Usd Million) 314
Table 205 North America: Government & Defense Vertical Market, By Application, 2017–2022 (Usd Million) 315
Table 206 North America: Government & Defense Vertical Market, By Application, 2023–2030 (Usd Million) 315
Table 207 North America: Healthcare & Life Sciences Vertical Market, By Application, 2017–2022 (Usd Million) 316
Table 208 North America: Healthcare & Life Sciences Vertical Market, By Application, 2023–2030 (Usd Million) 316
Table 209 North America: Telecom Vertical Market, By Application, 2017–2022 (Usd Million) 317
Table 210 North America: Telecom Vertical Market, By Application, 2023–2030 (Usd Million) 317
Table 211 North America: Energy & Utilities Vertical Market, By Application, 2017–2022 (Usd Million) 318
Table 212 North America: Energy & Utilities Vertical Market, By Application, 2023–2030 (Usd Million) 318
Table 213 North America: Manufacturing Vertical Market, By Application, 2017–2022 (Usd Million) 319
Table 214 North America: Manufacturing Vertical Market, By Application, 2023–2030 (Usd Million) 319
Table 215 North America: Agriculture Vertical Market, By Application, 2017–2022 (Usd Million) 320
Table 216 North America: Agriculture Vertical Market, By Application, 2023–2030 (Usd Million) 320
Table 217 North America: It/Ites Vertical Market, By Application, 2017–2022 (Usd Million) 321
Table 218 North America: It/Ites Vertical Market, By Application, 2023–2030 (Usd Million) 321
Table 219 North America: Media & Entertainment Vertical Market, By Application, 2017–2022 (Usd Million) 322
Table 220 North America: Media & Entertainment Vertical Market, By Application, 2023–2030 (Usd Million) 322
Table 221 North America: Artificial Intelligence Market, By Country, 2017–2022 (Usd Million) 322
Table 222 North America: Artificial Intelligence Market, By Country, 2023–2030 (Usd Million) 323
10.2.3 Us 323
10.2.3.1 Growth Initiatives By Government And Businesses 323
Table 223 Us: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 324
Table 224 Us: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 324
Table 225 Us: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 324
Table 226 Us: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 325
Table 227 Us: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 325
Table 228 Us: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 326
10.2.4 Canada 326
10.2.4.1 Rise In Adoption Of Technologies For Research And Innovation 326
Table 229 Canada: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 327
Table 230 Canada: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 328
10.3 Europe 328
10.3.1 Europe: Artificial Intelligence Market Drivers 329
10.3.2 Europe: Recession Impact 329
Table 231 Europe: Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 330
Table 232 Europe: Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 330
Table 233 Europe: Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 330
Table 234 Europe: Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 330
Table 235 Europe: Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 331
Table 236 Europe: Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 331
Table 237 Europe: Artificial Intelligence Market, By Software, 2017–2022 (Usd Million) 331
Table 238 Europe: Artificial Intelligence Market, By Software, 2023–2030 (Usd Million) 332
Table 239 Europe: Artificial Intelligence Software Market, By Deployment, 2017–2022 (Usd Million) 332
Table 240 Europe: Artificial Intelligence Software Market, By Deployment, 2023–2030 (Usd Million) 332
Table 241 Europe: Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 332
Table 242 Europe: Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 333
Table 243 Europe: Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 333
Table 244 Europe: Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 333
Table 245 Europe: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 334
Table 246 Europe: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 334
Table 247 Europe: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 334
Table 248 Europe: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 335
Table 249 Europe: Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 335
Table 250 Europe: Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 335
Table 251 Europe: Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 336
Table 252 Europe: Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 336
Table 253 Europe: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 337
Table 254 Europe: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 337
Table 255 Europe: Bfsi Vertical Market, By Application, 2017–2022 (Usd Million) 338
Table 256 Europe: Bfsi Vertical Market, By Application, 2023–2030 (Usd Million) 338
Table 257 Europe: Retail & Ecommerce Vertical Market, By Application, 2017–2022 (Usd Million) 339
Table 258 Europe: Retail & Ecommerce Vertical Market, By Application, 2023–2030 (Usd Million) 339
Table 259 Europe: Automotive, Transportation, And Logistics Vertical Market, By Application, 2017–2022 (Usd Million) 340
Table 260 Europe: Automotive, Transportation, And Logistics Vertical Market, By Application, 2023–2030 (Usd Million) 340
Table 261 Europe: Government & Defense Vertical Market, By Application, 2017–2022 (Usd Million) 341
Table 262 Europe: Government & Defense Vertical Market, By Application, 2023–2030 (Usd Million) 341
Table 263 Europe: Healthcare & Life Sciences Vertical Market, By Application, 2017–2022 (Usd Million) 342
Table 264 Europe: Healthcare & Life Sciences Vertical Market, By Application, 2023–2030 (Usd Million) 342
Table 265 Europe: Telecom Vertical Market, By Application, 2017–2022 (Usd Million) 343
Table 266 Europe: Telecom Vertical Market, By Application, 2023–2030 (Usd Million) 343
Table 267 Europe: Energy & Utilities Vertical Market, By Application, 2017–2022 (Usd Million) 344
Table 268 Europe: Energy & Utilities Vertical Market, By Application, 2023–2030 (Usd Million) 344
Table 269 Europe: Manufacturing Vertical Market, By Application, 2017–2022 (Usd Million) 345
Table 270 Europe: Manufacturing Vertical Market, By Application, 2023–2030 (Usd Million) 345
Table 271 Europe: Agriculture Vertical Market, By Application, 2017–2022 (Usd Million) 346
Table 272 Europe: Agriculture Vertical Market, By Application, 2023–2030 (Usd Million) 346
Table 273 Europe: It/Ites Vertical Market, By Application, 2017–2022 (Usd Million) 347
Table 274 Europe: It/Ites Vertical Market, By Application, 2023–2030 (Usd Million) 347
Table 275 Europe: Media & Entertainment Vertical Market, By Application, 2017–2022 (Usd Million) 348
Table 276 Europe: Media & Entertainment Vertical Market, By Application, 2023–2030 (Usd Million) 348
Table 277 Europe: Artificial Intelligence Market, By Country/Region, 2017–2022 (Usd Million) 349
Table 278 Europe: Artificial Intelligence Market, By Country/Region, 2023–2030 (Usd Million) 349
10.3.3 Uk 349
10.3.3.1 Continuous Investments And Initiatives By Government 349
Table 279 Uk: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 350
Table 280 Uk: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 350
Table 281 Uk: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 351
Table 282 Uk: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 351
Table 283 Uk: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 352
Table 284 Uk: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 352
10.3.4 Germany 353
10.3.4.1 Increase In Need To Prioritize Artificial Intelligence Governance Aligning With Regulatory Frameworks 353
Table 285 Germany: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 354
Table 286 Germany: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 354
10.3.5 France 355
10.3.5.1 Demand For Improved Efficiency And Decision-Making 355
Table 287 France: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 355
Table 288 France: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 356
10.3.6 Italy 356
10.3.6.1 Adoption Of Sophisticated Technologies With Thriving Startup Ecosystem 356
Table 289 Italy: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 357
Table 290 Italy: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 357
10.3.7 Spain 358
10.3.7.1 Initiatives By Government To Promote Widespread Adoption Of Artificial Intelligence 358
Table 291 Spain: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 358
Table 292 Spain: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 359
10.3.8 Nordic 359
10.3.8.1 Venture Capital Investments With Growing Interest In Development Of Artificial Intelligence 359
10.3.9 Balkans 360
10.3.9.1 Collaboration Among Industry, Academia, And Government To Adopt Front-Line Technologies 360
10.3.10 Rest Of Europe 360
10.4 Asia Pacific 361
10.4.1 Asia Pacific: Artificial Intelligence Market Drivers 361
10.4.2 Asia Pacific: Impact Of Recession 361
Figure 54 Asia Pacific: Market Snapshot 362
Table 293 Asia Pacific: Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 363
Table 294 Asia Pacific: Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 363
Table 295 Asia Pacific: Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 363
Table 296 Asia Pacific: Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 364
Table 297 Asia Pacific: Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 364
Table 298 Asia Pacific: Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 364
Table 299 Asia Pacific: Artificial Intelligence Market, By Software, 2017–2022 (Usd Million) 365
Table 300 Asia Pacific: Artificial Intelligence Market, By Software, 2023–2030 (Usd Million) 365
Table 301 Asia Pacific: Artificial Intelligence Software Market, By Deployment, 2017–2022 (Usd Million) 365
Table 302 Asia Pacific: Artificial Intelligence Software Market, By Deployment, 2023–2030 (Usd Million) 366
Table 303 Asia Pacific: Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 366
Table 304 Asia Pacific: Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 366
Table 305 Asia Pacific: Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 366
Table 306 Asia Pacific: Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 367
Table 307 Asia Pacific: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 367
Table 308 Asia Pacific: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 367
Table 309 Asia Pacific: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 368
Table 310 Asia Pacific: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 368
Table 311 Asia Pacific: Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 368
Table 312 Asia Pacific: Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 369
Table 313 Asia Pacific: Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 369
Table 314 Asia Pacific: Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 369
Table 315 Asia Pacific: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 370
Table 316 Asia Pacific: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 370
Table 317 Asia Pacific: Artificial Intelligence Market, By Country/Region, 2017–2022 (Usd Million) 371
Table 318 Asia Pacific: Artificial Intelligence Market, By Country/Region, 2023–2030 (Usd Million) 371
10.4.3 China 371
10.4.3.1 Government Initiatives And Regulations In Favor Of Ai Development 371
Table 319 China: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 372
Table 320 China: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 372
Table 321 China: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 373
Table 322 China: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 373
Table 323 China: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 373
Table 324 China: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 374
10.4.4 Japan 374
10.4.4.1 Government Initiatives And Industry Collaborations 374
Table 325 Japan: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 375
Table 326 Japan: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 375
10.4.5 South Korea 376
10.4.5.1 Government Investments In Artificial Intelligence Infrastructure To Enhance Citizen Services 376
Table 327 South Korea: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 376
Table 328 South Korea: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 377
10.4.6 India 377
10.4.6.1 Exploring Generative Ai For Innovation And Industry Transformation 377
Table 329 India: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 378
Table 330 India: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 378
10.4.7 Australia & New Zealand 379
10.4.7.1 Business Experiment With Applications Of Generative Ai 379
Table 331 Australia & New Zealand: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 379
Table 332 Australia & New Zealand: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 380
10.4.8 Asean 380
10.4.8.1 Progress In Adopting Artificial Technology 380
Table 333 Asean: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 381
Table 334 Asean: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 381
10.4.9 Rest Of Asia Pacific 382
10.5 Middle East & Africa 382
10.5.1 Middle East & Africa: Artificial Intelligence Market Drivers 382
10.5.2 Middle East & Africa: Impact Of Recession 382
Table 335 Middle East & Africa: Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 383
Table 336 Middle East & Africa: Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 383
Table 337 Middle East & Africa: Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 383
Table 338 Middle East & Africa: Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 384
Table 339 Middle East & Africa: Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 384
Table 340 Middle East & Africa: Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 384
Table 341 Middle East & Africa: Artificial Intelligence Market, By Software, 2017–2022 (Usd Million) 385
Table 342 Middle East & Africa: Artificial Intelligence Market, By Software, 2023–2030 (Usd Million) 385
Table 343 Middle East & Africa: Artificial Intelligence Software Market, By Deployment, 2017–2022 (Usd Million) 385
Table 344 Middle East & Africa: Artificial Intelligence Software Market, By Deployment, 2023–2030 (Usd Million) 386
Table 345 Middle East & Africa: Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 386
Table 346 Middle East & Africa: Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 386
Table 347 Middle East & Africa: Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 386
Table 348 Middle East & Africa: Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 387
Table 349 Middle East & Africa: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 387
Table 350 Middle East & Africa: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 387
Table 351 Middle East & Africa: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 388
Table 352 Middle East & Africa: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 388
Table 353 Middle East & Africa: Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 388
Table 354 Middle East & Africa: Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 389
Table 355 Middle East & Africa: Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 389
Table 356 Middle East & Africa: Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 389
Table 357 Middle East & Africa: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 390
Table 358 Middle East & Africa: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 390
Table 359 Middle East & Africa: Artificial Intelligence Market, By Country, 2017–2022 (Usd Million) 391
Table 360 Middle East & Africa: Artificial Intelligence Market, By Country, 2023–2030 (Usd Million) 391
10.5.3 Israel 391
10.5.3.1 Growth In Application Of Artificial Intelligence Across Various Industry Verticals 391
Table 361 Israel: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 392
Table 362 Israel: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 392
Table 363 Israel: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 392
Table 364 Israel: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 393
Table 365 Israel: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 393
Table 366 Israel: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 394
10.5.4 Kingdom Of Saudi Arabia 394
10.5.4.1 Greater Emphasis On Artificial Intelligence Development Across Key Industry Verticals 394
Table 367 Kingdom Of Saudi Arabia: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 395
Table 368 Kingdom Of Saudi Arabia: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 395
10.5.5 Uae 396
10.5.5.1 Implementation Of Proactive Strategies And Establishing Regulatory Frameworks 396
Table 369 Uae: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 396
Table 370 Uae: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 397
10.5.6 Egypt 397
10.5.6.1 Initiatives By Government By Collaborating With Academia 397
Table 371 Egypt: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 398
Table 372 Egypt: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 398
10.5.7 Turkey 399
10.5.7.1 Government Fostering Innovation To Drive Economic Growth 399
Table 373 Turkey: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 399
Table 374 Turkey: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 400
10.5.8 South Africa 400
10.5.8.1 Rapid Adoption Of Advanced Technologies By Businesses Country-Wide 400
Table 375 South Africa: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 401
Table 376 South Africa: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 401
10.5.9 Rest Of The Middle East & Africa 402
10.6 Latin America 402
10.6.1 Latin America: Artificial Intelligence Market Drivers 402
10.6.2 Latin America: Impact Of Recession 403
Table 377 Latin America: Artificial Intelligence Market, By Offering, 2017–2022 (Usd Million) 403
Table 378 Latin America: Artificial Intelligence Market, By Offering, 2023–2030 (Usd Million) 403
Table 379 Latin America: Artificial Intelligence Market, By Hardware, 2017–2022 (Usd Million) 404
Table 380 Latin America: Artificial Intelligence Market, By Hardware, 2023–2030 (Usd Million) 404
Table 381 Latin America: Artificial Intelligence Market, By Processor, 2017–2022 (Usd Million) 404
Table 382 Latin America: Artificial Intelligence Market, By Processor, 2023–2030 (Usd Million) 405
Table 383 Latin America: Artificial Intelligence Market, By Software, 2017–2022 (Usd Million) 405
Table 384 Latin America: Artificial Intelligence Market, By Software, 2023–2030 (Usd Million) 405
Table 385 Latin America: Artificial Intelligence Software Market, By Deployment, 2017–2022 (Usd Million) 406
Table 386 Latin America: Artificial Intelligence Software Market, By Deployment, 2023–2030 (Usd Million) 406
Table 387 Latin America: Artificial Intelligence Market, By Service, 2017–2022 (Usd Million) 406
Table 388 Latin America: Artificial Intelligence Market, By Service, 2023–2030 (Usd Million) 406
Table 389 Latin America: Artificial Intelligence Market, By Professional Service, 2017–2022 (Usd Million) 407
Table 390 Latin America: Artificial Intelligence Market, By Professional Service, 2023–2030 (Usd Million) 407
Table 391 Latin America: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 407
Table 392 Latin America: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 408
Table 393 Latin America: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 408
Table 394 Latin America: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 408
Table 395 Latin America: Artificial Intelligence Market, By Natural Language Processing, 2017–2022 (Usd Million) 409
Table 396 Latin America: Artificial Intelligence Market, By Natural Language Processing, 2023–2030 (Usd Million) 409
Table 397 Latin America: Artificial Intelligence Market, By Business Function, 2017–2022 (Usd Million) 409
Table 398 Latin America: Artificial Intelligence Market, By Business Function, 2023–2030 (Usd Million) 410
Table 399 Latin America: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 410
Table 400 Latin America: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 411
Table 401 Latin America: Artificial Intelligence Market, By Country/Region, 2017–2022 (Usd Million) 411
Table 402 Latin America: Artificial Intelligence Market, By Country/Region, 2023–2030 (Usd Million) 412
10.6.3 Brazil 412
10.6.3.1 Rise In Requirement To Balance Ethical Use Of Technology 412
Table 403 Brazil: Artificial Intelligence Market, By Technology, 2017–2022 (Usd Million) 412
Table 404 Brazil: Artificial Intelligence Market, By Technology, 2023–2030 (Usd Million) 413
Table 405 Brazil: Artificial Intelligence Market, By Machine Learning, 2017–2022 (Usd Million) 413
Table 406 Brazil: Artificial Intelligence Market, By Machine Learning, 2023–2030 (Usd Million) 413
Table 407 Brazil: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 414
Table 408 Brazil: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 414
10.6.4 Mexico 415
10.6.4.1 Endeavoring To Become Digitally Advanced Country 415
Table 409 Mexico: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 415
Table 410 Mexico: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 416
10.6.5 Argentina 416
10.6.5.1 Adoption Of Artificial Intelligence To Enhance Processes And Improve Decision-Making 416
Table 411 Argentina: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 417
Table 412 Argentina: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 417
10.6.6 Central America 418
10.6.6.1 Rise In Application Of Artificial Intelligence To Promote Research And Innovation 418
Table 413 Central America: Artificial Intelligence Market, By Vertical, 2017–2022 (Usd Million) 418
Table 414 Central America: Artificial Intelligence Market, By Vertical, 2023–2030 (Usd Million) 419
10.6.7 Rest Of Latin America 419

11 Competitive Landscape 420
11.1 Overview 420
11.2 Key Player Strategies 420
Table 415 Overview Of Strategies Adopted By Key Vendors 420
11.3 Revenue Analysis 422
11.3.1 Historical Revenue Analysis 423
Figure 55 Historical Revenue Analysis Of Top Players, 2020–2022 (Usd Million) 423
11.4 Market Share Analysis 423
Figure 56 Market Share Analysis For Key Companies, 2022 424
Table 416 Artificial Intelligence Market: Degree Of Competition 424
11.5 Company Evaluation Quadrant 425
11.5.1 Stars 425
11.5.2 Emerging Leaders 425
11.5.3 Pervasive Players 425
11.5.4 Participants 425
Figure 57 Key Artificial Intelligence Market Players, Company Evaluation Quadrant, 2022 426
11.5.5 Competitive Benchmarking 427
Table 417 Artificial Intelligence Market: Product Footprint Analysis Of Key Players, 2022 427
11.6 Startup/Sme Evaluation Matrix 428
11.6.1 Progressive Companies 428
11.6.2 Responsive Companies 428
11.6.3 Dynamic Companies 429
11.6.4 Starting Blocks 429
Figure 58 Startups/Smes Artificial Intelligence Players, Company Evaluation Quadrant, 2022 429
11.6.5 Startups/Smes Competitive Benchmarking 430
Table 418 Artificial Intelligence Market: Detailed List Of Key Startups/Smes 430
Table 419 Artificial Intelligence Market: Product Footprint Analysis Of Startups/Sme Players, 2023 432
11.7 Artificial Intelligence Product Landscape 434
Table 420 Comparative Analysis Of Hardware Products 434
Table 421 Comparative Analysis Of Software Products 434
11.8 Competitive Scenario And Trends 435
11.8.1 Product Launches 435
Table 422 Product Launches And Enhancements, 2019–2023 435
11.8.2 Deals 438
Table 423 Deals, 2019–2023 438
11.9 Valuation And Financial Metrics Of Key Artificial Intelligence Vendors 440
Figure 59 Valuation And Financial Metrics Of Key Vendors, 2023 440
11.10 Year-To-Date (Ytd) Price Total Return And Stock Beta Of Key Artificial Intelligence Vendors 440
Figure 60 Year-To-Date (Ytd) Price Total Return And Stock Beta Of Key Vendors 440

12 Company Profiles 441
(Business Overview, Products/Solutions/Services Offered, Recent Developments, Mnm View, Key Strengths, Strategic Choices Made, Weakness And Competitive Threats) *
12.1 Introduction 441
12.2 Major Players 441
12.2.1 Google 441
Table 424 Google: Business Overview 441
Figure 61 Google: Company Snapshot 442
Table 425 Google: Products Offered 442
Table 426 Google: Services Offered 443
Table 427 Google: Product Launches And Enhancements 444
Table 428 Google: Deals 447
Table 429 Google: Others 450
12.2.2 Microsoft 451
Table 430 Microsoft: Business Overview 451
Figure 62 Microsoft: Company Snapshot 452
Table 431 Microsoft: Products Offered 452
Table 432 Microsoft: Services Offered 453
Table 433 Microsoft: Product Launches And Enhancements 453
Table 434 Microsoft: Deals 455
12.2.3 Ibm 460
Table 435 Ibm: Business Overview 460
Figure 63 Ibm: Company Snapshot 461
Table 436 Ibm: Products Offered 461
Table 437 Ibm: Services Offered 462
Table 438 Ibm: Product Launches And Enhancements 463
Table 439 Ibm: Deals 465
12.2.4 Oracle 468
Table 440 Oracle: Business Overview 468
Figure 64 Oracle: Company Snapshot 469
Table 441 Oracle: Products Offered 469
Table 442 Oracle: Services Offered 470
Table 443 Oracle: Product Launches And Enhancements 470
Table 444 Oracle: Deals 473
12.2.5 Aws 476
Table 445 Aws: Business Overview 476
Figure 65 Aws: Company Snapshot 476
Table 446 Aws: Products Offered 477
Table 447 Aws: Product Launches And Enhancements 478
Table 448 Aws: Deals 481
Table 449 Aws: Others 482
12.2.6 Intel 484
Table 450 Intel: Business Overview 484
Figure 66 Intel: Company Snapshot 485
Table 451 Intel: Products Offered 485
Table 452 Intel: Product Launches And Enhancements 486
Table 453 Intel: Deals 488
12.2.7 Salesforce 490
Table 454 Salesforce: Business Overview 490
Figure 67 Salesforce: Company Snapshot 491
Table 455 Salesforce: Products Offered 491
Table 456 Salesforce: Services Offered 492
Table 457 Salesforce: Product Launches And Enhancements 492
Table 458 Salesforce: Deals 495
12.2.8 Sap 498
Table 459 Sap: Business Overview 498
Figure 68 Sap: Company Snapshot 499
Table 460 Sap: Products Offered 499
Table 461 Sap: Services Offered 500
Table 462 Sap: Product Launches And Enhancements 500
Table 463 Sap: Deals 502
12.2.9 Cisco 506
Table 464 Cisco: Business Overview 506
Figure 69 Cisco: Company Snapshot 507
Table 465 Cisco: Products Offered 507
Table 466 Cisco: Services Offered 508
Table 467 Cisco: Product Launches And Enhancements 508
Table 468 Cisco: Deals 509
12.2.10 Meta 511
Table 469 Meta: Business Overview 511
Figure 70 Meta: Company Snapshot 512
Table 470 Meta: Products Offered 512
Table 471 Meta: Product Launches And Enhancements 514
Table 472 Meta: Deals 516
12.2.11 Hpe 518
Table 473 Hpe: Business Overview 518
Figure 71 Hpe: Company Snapshot 519
Table 474 Hpe: Products Offered 519
Table 475 Hpe: Product Launches And Enhancements 520
Table 476 Hpe: Deals 522
12.2.12 Siemens 524
Table 477 Siemens: Business Overview 524
Figure 72 Siemens: Company Snapshot 525
Table 478 Siemens: Products Offered 525
Table 479 Siemens: Product Launches And Enhancements 526
Table 480 Siemens: Deals 527
12.2.13 Nvidia 529
Table 481 Nvidia: Business Overview 529
Figure 73 Nvidia: Company Snapshot 530
Table 482 Nvidia: Products Offered 530
Table 483 Nvidia: Product Launches And Enhancements 531
Table 484 Nvidia: Deals 532
12.2.14 Baidu 535
Table 485 Baidu: Business Overview 535
Figure 74 Baidu: Company Snapshot 535
Table 486 Baidu: Products Offered 536
Table 487 Baidu: Services Offered 536
Table 488 Baidu: Product Launches And Enhancements 537
Table 489 Baidu: Deals 538
12.2.15 Sas Institute 540
Table 490 Sas Institute: Business Overview 540
Table 491 Sas Institute: Products Offered 540
Table 492 Sas Institute: Services Offered 541
Table 493 Sas Institute: Product Launches And Enhancements 541
Table 494 Sas Institute: Deals 542
12.2.16 Openai 545
Table 495 Openai: Business Overview 545
Table 496 Openai: Products/Solutions/Services Offered 545
Table 497 Openai: Product Launches And Enhancements 546
Table 498 Openai: Deals 546
12.2.17 H20.Ai 547
Table 499 H2o.Ai: Business Overview 547
Table 500 H2o.Ai: Products/Solutions/Services Offered 547
Table 501 Product Launches And Enhancements 549
Table 502 H2o.Ai: Deals 551
12.2.18 Iflytek 553
Table 503 Iflytek: Business Overview 553
Table 504 Iflytek: Products Offered 553
Table 505 Iflytek: Product Launches And Enhancements 554
Table 506 Iflytek: Deals 555
12.2.19 Huawei 556
Table 507 Huawei: Business Overview 556
Table 508 Huawei: Products Offered 556
Table 509 Huawei: Product Launches And Enhancements 557
Table 510 Huawei: Deals 558
12.2.20 Alibaba Cloud 559
Table 511 Alibaba Cloud: Business Overview 559
Table 512 Alibaba Cloud: Products Offered 559
Table 513 Alibaba Cloud: Product Launches And Enhancements 560
Table 514 Alibaba Cloud: Deals 561
*Details On Business Overview, Products/Solutions/Services Offered, Recent Developments, Mnm View, Key Strengths, Strategic Choices Made, Weakness And Competitive Threats Might Not Be Captured In Case Of Unlisted Companies.
12.3 Other Key Players 563
12.3.1 General Vision 563
12.3.2 Darktrace 564
12.3.3 Blackberry Limited 565
12.3.4 Didi Global 566
12.3.5 Face++ 566
12.3.6 Inbenta 567
12.3.7 Anju Software 568
12.3.8 Butterfly Network 569
12.3.9 Atomwise 570
12.3.10 Aibrain 571
12.3.11 Sk Hynix 572
12.3.12 Progress 573
12.3.13 Precisionhawk 574
12.3.14 Ageagle Aerial System 575
12.3.15 Neurala 576
12.3.16 Twitter 577
12.3.17 Aurea Software 578
12.3.18 Persado 579
12.3.19 8x8 580
12.3.20 Appier 581
12.3.21 Gumgum 582
12.3.22 Ipro 583
12.3.23 Graphcore 584
12.3.24 Preferred Networks 585
12.3.25 Applied Brain Research 586
12.3.26 Pilot Ai 586
12.3.27 Iris Automation 587
12.3.28 Gamaya 588
12.3.29 Ec2ce 589
12.3.30 Descartes Labs 590
12.3.31 Mythic 591
12.3.32 Ada 592
12.3.33 Mostly Ai 592
12.3.34 Sentient.Io 593
12.3.35 Lumen5 594
12.3.36 Aera Technology 594
12.4 Startups 595
12.4.1 Ai Superior 595
12.4.2 Fosfor 596
12.4.3 Intrinsic 596
12.4.4 Jasper 597
12.4.5 Soundful 597
12.4.6 Writesonic 598
12.4.7 One Ai 599

13 Adjacent And Related Markets 600
13.1 Adjacent And Related Markets 600
13.1.1 Introduction 600
13.1.2 Generative Ai Market - Global Forecast To 2028 600
13.1.2.1 Market Definition 600
13.1.2.2 Market Overview 600
Table 515 Generative Ai Market Size And Growth Rate, 2019–2022 (Usd Million, Y-O-Y) 601
Table 516 Generative Ai Market Size And Growth Rate, 2023–2028 (Usd Million, Y-O-Y) 601
13.1.2.2.1 Generative Ai Market, By Offering 601
Table 517 Generative Ai Market, By Offering, 2019–2022 (Usd Million) 601
Table 518 Generative Ai Market, By Offering, 2023–2028 (Usd Million) 602
13.1.2.2.2 Generative Ai Market, By Application 602
Table 519 Generative Ai Market, By Application, 2019–2022 (Usd Million) 603
Table 520 Generative Ai Market, By Application, 2023–2028 (Usd Million) 604
13.1.2.2.3 Generative Ai Market, By Vertical 605
Table 521 Generative Ai Market, By Vertical, 2019–2022 (Usd Million) 605
Table 522 Generative Ai Market, By Vertical, 2023–2028 (Usd Million) 606
13.1.2.2.4 Generative Ai Market, By Region 606
Table 523 Generative Ai Market, By Region, 2019–2022 (Usd Million) 607
Table 524 Generative Ai Market, By Region, 2023–2028 (Usd Million) 607
13.1.3 Conversational Ai Market - Global Forecast To 2028 607
13.1.3.1 Market Definition 607
13.1.3.2 Market Overview 607
13.1.3.2.1 Conversational Ai Market, By Offerings 608
Table 525 Conversational Ai Market, By Offering, 2018–2022 (Usd Million) 608
Table 526 Conversational Ai Market By Offering, 2023–2028 (Usd Million) 608
13.1.3.2.2 Conversational Ai Market, By Business Function 608
Table 527 Conversational Ai Market, By Business Function, 2018–2022 (Usd Million) 609
Table 528 Conversational Ai Market, By Business Function, 2023–2028 (Usd Million) 609
13.1.3.2.3 Conversational Ai Market, By Channel 609
Table 529 Conversational Ai Market, By Channel, 2018–2022 (Usd Million) 609
Table 530 Conversational Ai Market, By Channel, 2023–2028 (Usd Million) 610
13.1.3.2.4 Conversational Ai Market, By Conversational Interface 610
Table 531 Conversational Ai Market, By Conversational Interface, 2018–2022 (Usd Million) 610
Table 532 Conversational Ai Market, By Conversational Interface, 2023–2028 (Usd Million) 610
13.1.3.2.5 Conversational Ai Market, By Technology 611
Table 533 Conversational Ai Market, By Technology, 2018–2022 (Usd Million) 611
Table 534 Conversational Ai Market, By Technology, 2023–2028 (Usd Million) 611
13.1.3.2.6 Conversational Ai Market, By Vertical 611
Table 535 Conversational Ai Market, By Vertical, 2018–2022 (Usd Million) 612
Table 536 Conversational Ai Market By Vertical, 2023–2028 (Usd Million) 612
13.1.3.2.7 Conversational Ai Market, By Region 612
Table 537 Conversational Ai Market, By Region, 2018–2022 (Usd Million) 613
Table 538 Conversational Ai Market, By Region, 2023–2028 (Usd Million) 613

14 Appendix 614
14.1 Discussion Guide 614
14.2 Knowledgestore: Marketsandmarkets’ Subscription Portal 621
14.3 Customization Options 623
14.4 Related Reports 623
14.5 Author Details 624

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Published: 10-Jan-2024        Price: US 2900 Onwards        Pages: 128

Aquarium light is also called water plants grow light, which is a new emerging light tool instead of sunshine in The last 5 years. According to The law of water plant growth, aquarium light can meet The light needs of many water plants. What's more, this lighting tool can provide The best lighting solution for aquarium, fish view. The global LED Aquarium Lighting market was valued at US$ 200 million in 2023 and is anticipated to reach US$ 283.4 million by 2030, witnessing a CAGR of ......

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