Table of Content

1 INTRODUCTION 30
1.1 STUDY OBJECTIVES 30
1.2 MARKET DEFINITION 31
1.3 INCLUSIONS AND EXCLUSIONS 31
1.4 MARKET SCOPE 31
1.4.1 MARKET SEGMENTATION 32
1.4.2 REGIONS COVERED 33
1.4.3 YEARS CONSIDERED 34
1.5 CURRENCY CONSIDERED 34
TABLE 1 USD EXCHANGE RATES, 2020–2022 34
1.6 STAKEHOLDERS 35
1.7 SUMMARY OF CHANGES 35
1.7.1 IMPACT OF RECESSION 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH DATA 36
FIGURE 1 AI AS A SERVICE MARKET: RESEARCH DESIGN 36
2.1.1 SECONDARY DATA 36
2.1.2 PRIMARY DATA 37
2.1.2.1 Primary interviews 37
2.1.2.2 Breakup of primary profiles 38
2.1.2.3 Key industry insights 38
2.2 DATA TRIANGULATION 39
2.3 MARKET SIZE ESTIMATION 40
FIGURE 2 AI AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 40
2.3.1 TOP-DOWN APPROACH 40
2.3.2 BOTTOM-UP APPROACH 41
FIGURE 3 APPROACH 1 (SUPPLY SIDE): REVENUE FROM OFFERING OF AI AS A SERVICE MARKET 41
FIGURE 4 APPROACH 2?BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM OFFERING OF AI AS A SERVICE PLAYERS 42
FIGURE 5 APPROACH 3?BOTTOM-UP (SUPPLY SIDE): REVENUE AND SUBSEQUENT MARKET ESTIMATION FROM OFFERING OF AI AS A SERVICE 42
FIGURE 6 APPROACH 4?BOTTOM-UP (DEMAND SIDE): SHARE OF AI AS A SERVICE OFFERING THROUGH OVERALL AI AS A SERVICE SPENDING 43
2.4 MARKET FORECAST 44
TABLE 2 FACTOR ANALYSIS 44
2.5 ASSUMPTIONS 45
2.6 LIMITATIONS 46
2.7 IMPACT OF RECESSION ON GLOBAL AI AS A SERVICE MARKET 47
TABLE 3 IMPACT OF RECESSION ON GLOBAL AI AS A SERVICE MARKET 48
3 EXECUTIVE SUMMARY 49
TABLE 4 AI AS A SERVICE MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y GROWTH) 50
TABLE 5 AI AS A SERVICE MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y GROWTH) 50
FIGURE 7 IAAS TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 (USD MILLION) 50
FIGURE 8 MACHINE LEARNING TO ACCOUNT FOR LARGEST AI AS A SERVICE MARKET IN 2023 51
FIGURE 9 SUPERVISED LEARNING TO BE LARGEST MACHINE LEARNING MARKET IN 2023 51
FIGURE 10 PUBLIC CLOUD TO ACCOUNT FOR HIGHER IMPLEMENTATION IN 2023 51
FIGURE 11 LARGE ENTERPRISES SEGMENT TO BE LARGER USERS IN MARKET IN 2023 52
FIGURE 12 BFSI TO BE LARGEST VERTICAL MARKET IN 2023 52
FIGURE 13 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 53
4 PREMIUM INSIGHTS 54
4.1 ATTRACTIVE MARKET OPPORTUNITIES FOR AI AS A SERVICE MARKET PLAYERS 54
FIGURE 14 HIGH DEMAND FOR PLATFORM TRANSFERRING DATA FROM ON-PREMISES TO CLOUD TO DRIVE AI AS A SERVICE MARKET 54
4.2 OVERVIEW OF RECESSION IN GLOBAL AI AS A SERVICE MARKET 54
FIGURE 15 AI AS A SERVICE MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 54
4.3 AI AS A SERVICE MARKET, BY VERTICAL 55
FIGURE 16 HEALTHCARE AND LIFE SCIENCES VERTICAL TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD 55
4.4 AI AS A SERVICE MARKET, BY REGION 55
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE BY 2028 55
4.5 AI AS A SERVICE MARKET: TOP COMPONENT AND VERTICALS 56
FIGURE 18 OFFERING AND BFSI TO ACCOUNT FOR LARGEST RESPECTIVE MARKET SHARES BY 2028 56
5 MARKET OVERVIEW 57
5.1 INTRODUCTION 57
5.2 MARKET DYNAMICS 57
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI AS A SERVICE MARKET 57
5.2.1 DRIVERS 58
5.2.1.1 Growth in importance of data-driven decision-making in business 58
5.2.1.2 Increase in need to provide enhanced customer experience and gain competitive advantage 58
5.2.1.3 Rise in demand for AI-powered services in API and SDK forms 58
5.2.2 RESTRAINTS 59
5.2.2.1 Lack of skilled employees 59
5.2.3 OPPORTUNITIES 59
5.2.3.1 Increase in need for intelligent business applications 59
5.2.3.2 Growth in demand for AI service integrators 59
5.2.4 CHALLENGES 60
5.2.4.1 Sensitivity involved with security of data 60
6 INDUSTRY TRENDS 61
6.1 BRIEF HISTORY OF AI AS A SERVICE 61
6.2 VALUE CHAIN ANALYSIS 61
FIGURE 20 AI AS A SERVICE MARKET: VALUE CHAIN ANALYSIS 62
6.2.1 DATA COLLECTION & PREPARATION 62
6.2.2 ALGORITHM DEVELOPMENT 62
6.2.3 MODEL TRAINING 62
6.2.4 MODEL TESTING & VALIDATION 63
6.2.5 DEPLOYMENT & INTEGRATION 63
6.2.6 MAINTENANCE & SUPPORT 63
6.3 ECOSYSTEM MAPPING 63
TABLE 6 AI AS A SERVICE MARKET: CLOUD PROVIDERS 63
TABLE 7 AI AS A SERVICE MARKET: PLATFORM PROVIDERS 64
TABLE 8 AI AS A SERVICE MARKET: AI SERVICE PROVIDERS 64
TABLE 9 AI AS A SERVICE MARKET: DATA PROVIDERS 65
TABLE 10 AI AS A SERVICE MARKET: BUSINESS APPLICATIONS 65
TABLE 11 AI AS A SERVICE MARKET: REGULATORY BODIES 65
FIGURE 21 AI AS A SERVICE ECOSYSTEM 66
6.4 CASE STUDY ANALYSIS 67
TABLE 12 GOVERNMENT & DEFENSE: MICROSOFT AZURE AIAAS EMPOWERS ALASKA AIRLINES TO OPTIMIZE ON-TIME PERFORMANCE WITH PREDICTIVE MAINTENANCE 67
TABLE 13 BFSI: IMPROVING CUSTOMER SERVICE AND FRAUD DETECTION WITH IBM AIAAS 67
TABLE 14 HEALTHCARE: TRANSFORMING PATIENT CARE AND ENGAGEMENT WITH GOOGLE AIAAS 68
TABLE 15 RETAIL: AWS AIAAS IMPROVING PRODUCT OFFERINGS, PRICING STRATEGIES, AND MARKETING CAMPAIGNS 69
TABLE 16 MANUFACTURING: OPTIMIZING PRODUCTION PROCESSES WITH BAIDU AIAAS 69
TABLE 17 IT/ITES: AUTOMATING SUPPORT REQUEST TRIAGE WITH SALESFORCE AIAAS 70
6.5 TECHNOLOGY ANALYSIS 70
6.5.1 RELATED TECHNOLOGY 70
6.5.1.1 Machine learning 70
6.5.1.2 Big data 71
6.5.1.3 Natural language processing 71
6.5.1.4 Cloud computing 71
6.5.2 ALLIED TECHNOLOGIES 72
6.5.2.1 Edge computing 72
6.5.2.2 IoT 72
6.5.2.3 Blockchain 72
6.6 PORTER’S FIVE FORCES MODEL 73
TABLE 18 AI AS A SERVICE MARKET: PORTER’S FIVE FORCES MODEL 73
6.6.1 THREAT OF NEW ENTRANTS 73
6.6.2 THREAT OF SUBSTITUTES 73
6.6.3 BARGAINING POWER OF BUYERS 73
6.6.4 BARGAINING POWER OF SUPPLIERS 74
6.6.5 INTENSITY OF COMPETITIVE RIVALRY 74
6.7 PATENT ANALYSIS 74
6.7.1 METHODOLOGY 74
6.7.2 DOCUMENT TYPES 74
TABLE 19 PATENTS FILED, 2019–2022 74
6.7.3 INNOVATION & PATENT APPLICATIONS 75
FIGURE 22 NUMBER OF PATENTS GRANTED ANNUALLY, 2019–2022 75
6.7.3.1 Top applicants 75
FIGURE 23 TOP 10 AI AS A SERVICE PATENT APPLICANTS, 2019–2022 75
TABLE 20 LIST OF PATENTS IN AI AS A SERVICE MARKET, 2021–2023 76
6.8 PRICING ANALYSIS 76
TABLE 21 PRICING ANALYSIS 77
6.9 KEY STAKEHOLDERS AND BUYING CRITERIA 79
6.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 79
FIGURE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 79
6.9.2 BUYING CRITERIA 80
FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
TABLE 23 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 80
6.10 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN AI AS A SERVICE MARKET 81
FIGURE 26 AI AS A SERVICE MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 81
6.11 KEY CONFERENCES & EVENTS 81
TABLE 24 AI AS A SERVICE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024 81
6.12 REGULATORY LANDSCAPE 84
6.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
TABLE 25 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
TABLE 26 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 27 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
TABLE 28 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87
6.12.1.1 North America 88
6.12.1.1.1 US 88
6.12.1.1.2 Canada 88
6.12.1.2 Europe 88
6.12.1.3 Asia Pacific 88
6.12.1.3.1 South Korea 88
6.12.1.3.2 China 88
6.12.1.3.3 India 89
6.12.1.4 Middle East & Africa 89
6.12.1.4.1 UAE 89
6.12.1.4.2 KSA 89
6.12.1.4.3 Bahrain 89
6.12.1.5 Latin America 89
6.12.1.5.1 Brazil 89
6.12.1.5.2 Mexico 89
6.13 AI AS A SERVICE-BASED APPLICATION IN DATA CENTERS 90
TABLE 29 AI AS A SERVICE-BASED APPLICATION IN DATA CENTERS 90
6.14 AI AS A SERVICE USE CASES 91
6.14.1 DATA PREPARATION & MANAGEMENT 91
TABLE 30 DATA PREPARATION & MANAGEMENT USE CASES 91
6.14.1.1 Model development, training, and tuning 91
TABLE 31 MODEL DEVELOPMENT, TRAINING, AND TUNING USE CASES 92
6.14.1.2 Model deployment & management 92
TABLE 32 MODEL DEPLOYMENT & MANAGEMENT USE CASES 92
6.14.1.3 Customization & integration 93
TABLE 33 CUSTOMIZATION & INTEGRATION USE CASES 93
6.14.1.4 Data collection & annotation 94
TABLE 34 DATA COLLECTION & ANNOTATION USE CASES 94
6.14.1.5 Analytics & monitoring 95
TABLE 35 ANALYTICS & MONITORING USE CASES 95
6.15 FUTURE DIRECTIONS OF AI AS A SERVICE MARKET LANDSCAPE 96
TABLE 36 SHORT-TERM ROADMAP, 2023–2025 96
TABLE 37 MID-TERM ROADMAP, 2026–2028 96
TABLE 38 LONG-TERM ROADMAP, 2029–2030 97
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7 AI AS A SERVICE MARKET, BY OFFERING 98
7.1 INTRODUCTION 99
7.1.1 OFFERING: AI AS A SERVICE MARKET DRIVERS 99
FIGURE 27 AI AS A SERVICE MARKET FOR OFFERING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 99
TABLE 39 AI AS A SERVICE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 100
TABLE 40 AI AS A SERVICE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 100
7.2 INFRASTRUCTURE AS A SERVICE 100
7.2.1 FLEXIBILITY TO SCALE UP OR DOWN OFFERED BASED ON AI WORKLOADS 100
TABLE 41 INFRASTRUCTURE AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 101
TABLE 42 INFRASTRUCTURE AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 101
7.3 PLATFORM AS A SERVICE 102
7.3.1 ACCELERATING AI APPLICATION DEVELOPMENT AND DEPLOYMENT WITH PAAS 102
TABLE 43 PLATFORM AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 102
TABLE 44 PLATFORM AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 102
7.4 SOFTWARE AS A SERVICE 103
7.4.1 EASY ACCESS AND ADOPTION OF AI TECHNOLOGY FOR BUSINESSES 103
TABLE 45 SOFTWARE AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 103
TABLE 46 SOFTWARE AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 103
8 AI AS A SERVICE MARKET, BY TECHNOLOGY 104
8.1 INTRODUCTION 105
8.1.1 TECHNOLOGY: AI AS A SERVICE MARKET DRIVERS 105
FIGURE 28 COMPUTER VISION TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 106
TABLE 47 AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 106
TABLE 48 AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 106
8.2 MACHINE LEARNING 107
8.2.1 EMPOWERING BUSINESSES BY AUTOMATING PROCESSES, ANALYZING DATA, AND MAKING PREDICTIONS 107
FIGURE 29 SUPERVISED LEARNING TO BE LARGEST MARKET DURING FORECAST PERIOD 107
TABLE 49 AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 108
TABLE 50 AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023–2028 (USD MILLION) 108
TABLE 51 MACHINE LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 108
TABLE 52 MACHINE LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 109
8.2.2 DEEP LEARNING 109
8.2.2.1 Deep learning to drive efficiency, innovation, and competitiveness 109
TABLE 53 DEEP LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 109
TABLE 54 DEEP LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 110
8.2.3 SUPERVISED LEARNING 110
8.2.3.1 Supervised learning to empower business decision-making 110
TABLE 55 SUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 110
TABLE 56 SUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 111
8.2.4 UNSUPERVISED LEARNING 111
8.2.4.1 Increase in use of predictive analytics in project management to boost profitability and competitiveness 111
TABLE 57 UNSUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 111
TABLE 58 UNSUPERVISED LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 112
8.2.5 REINFORCEMENT LEARNING 112
8.2.5.1 Employing speech recognition to reduce time and effort 112
TABLE 59 REINFORCEMENT LEARNING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 112
TABLE 60 REINFORCEMENT LEARNING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 113
8.2.6 OTHER MACHINE LEARNING TECHNOLOGIES 113
TABLE 61 OTHER MACHINE LEARNING TECHNOLOGIES: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 113
TABLE 62 OTHER MACHINE LEARNING TECHNOLOGIES: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 114
8.3 NATURAL LANGUAGE PROCESSING 114
8.3.1 NLP UTILIZED TO ENHANCE LANGUAGE PROCESSING CAPABILITIES 114
TABLE 63 NATURAL LANGUAGE PROCESSING: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 114
TABLE 64 NATURAL LANGUAGE PROCESSING: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 115
8.4 CONTEXT AWARENESS 115
8.4.1 CONTEXT AWARENESS USED TO PROVIDE PERSONALIZED USER EXPERIENCES 115
TABLE 65 CONTEXT AWARENESS: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 115
TABLE 66 CONTEXT AWARENESS: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 116
8.5 COMPUTER VISION 116
8.5.1 LEVERAGING AI TECHNOLOGY BY INTEGRATING COMPUTER VISION INTO BUSINESSES 116
TABLE 67 COMPUTER VISION: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 117
TABLE 68 COMPUTER VISION: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 117
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9 AI AS A SERVICE MARKET, BY CLOUD TYPE 118
9.1 INTRODUCTION 119
9.1.1 CLOUD TYPE: AI AS A SERVICE MARKET DRIVERS 119
FIGURE 30 PRIVATE CLOUD TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 119
TABLE 69 AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017–2022 (USD MILLION) 120
TABLE 70 AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023–2028 (USD MILLION) 120
9.2 PUBLIC CLOUD 120
9.2.1 COST-EFFECTIVE AND SCALABLE AI CAPABILITIES OF PUBLIC CLOUD 120
TABLE 71 PUBLIC CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 120
TABLE 72 PUBLIC CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 121
9.3 HYBRID CLOUD 121
9.3.1 ABILITY TO DEPLOY AI WORKLOADS ON BOTH PUBLIC AND PRIVATE INFRASTRUCTURES 121
TABLE 73 HYBRID CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 121
TABLE 74 HYBRID CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 122
9.4 PRIVATE CLOUD 122
9.4.1 HIGHER LEVELS OF SECURITY AND CONTROL IN PRIVATE CLOUD 122
TABLE 75 PRIVATE CLOUD: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 122
TABLE 76 PRIVATE CLOUD: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 123
10 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE 124
10.1 INTRODUCTION 125
10.1.1 ORGANIZATION SIZE: AI AS A SERVICE MARKET DRIVERS 125
FIGURE 31 SMALL & MEDIUM-SIZED ENTERPRISES TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 125
TABLE 77 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 126
TABLE 78 AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 126
10.2 SMALL & MEDIUM-SIZED ENTERPRISES 126
10.2.1 NEED TO LEVERAGE ADVANCED TECHNOLOGIES WITHOUT SIGNIFICANT UPFRONT INVESTMENTS 126
TABLE 79 SMALL & MEDIUM-SIZED ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 126
TABLE 80 SMALL & MEDIUM-SIZED ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 127
10.3 LARGE ENTERPRISES 127
10.3.1 GROWING ADOPTION OF AIAAS TO IMPROVE EFFICIENCY AND GAIN COMPETITIVE ADVANTAGE 127
TABLE 81 LARGE ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 127
TABLE 82 LARGE ENTERPRISES: AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 128
11 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL 129
11.1 INTRODUCTION 130
11.1.1 VERTICAL: AI AS A SERVICE MARKET DRIVERS 130
FIGURE 32 HEALTHCARE & LIFE SCIENCES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 131
TABLE 83 AI AS A SERVICE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 131
TABLE 84 AI AS A SERVICE MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 132
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 132
11.2.1 DEMAND FOR ENHANCED CUSTOMER SERVICE 132
TABLE 85 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY REGION, 2017–2022 (USD MILLION) 133
TABLE 86 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY REGION, 2023–2028 (USD MILLION) 133
TABLE 87 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 133
TABLE 88 AI AS A SERVICE MARKET IN BFSI VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 134
11.2.2 ENHANCED CUSTOMER EXPERIENCE 134
11.2.3 PREDICTION OF FUTURE OUTCOMES & TRENDS 134
11.2.4 ROBOTIC AUTOMATION OF PROCESSES 134
11.2.5 CREDIT DECISIONS 135
11.2.6 FRAUD DETECTION & PREVENTION 135
11.2.7 OTHER BFSI APPLICATIONS 135
11.3 RETAIL & ECOMMERCE 135
11.3.1 AI HELPS UNDERSTAND CONSUMER BEHAVIOR, ALLOWING MARKETERS INFLUENCE BUYER DECISIONS 135
TABLE 89 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 90 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2023–2028 (USD MILLION) 136
TABLE 91 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 136
TABLE 92 AI AS A SERVICE MARKET IN RETAIL & ECOMMERCE VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 137
11.3.2 PRODUCT RECOMMENDATION & PLANNING 137
11.3.3 CUSTOMER RELATIONSHIP MANAGEMENT 137
11.3.4 VISUAL SEARCH 138
11.3.5 VIRTUAL ASSISTANT 138
11.3.6 PRICE OPTIMIZATION 138
11.3.7 PAYMENT SERVICES MANAGEMENT 138
11.3.8 SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING 138
11.3.9 VIRTUAL STORES 139
11.3.10 OTHER RETAIL & ECOMMERCE APPLICATIONS 139
11.4 HEALTHCARE & LIFE SCIENCES 139
11.4.1 USE OF AI TO ACCELERATE GROWTH OF MEDICAL IMAGING & DIAGNOSTICS 139
TABLE 93 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2017–2022 (USD MILLION) 140
TABLE 94 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2023–2028 (USD MILLION) 140
TABLE 95 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 140
TABLE 96 AI AS A SERVICE MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 141
11.4.2 PATIENT DATA & RISK ANALYSIS 141
11.4.3 LIFESTYLE MANAGEMENT & MONITORING 141
11.4.4 PRECISION MEDICINE 142
11.4.5 INPATIENT CARE & HOSPITAL MANAGEMENT 142
11.4.6 MEDICAL IMAGING & DIAGNOSTICS 142
11.4.7 DRUG DISCOVERY 142
11.4.8 VIRTUAL ASSISTANT 143
11.4.9 WEARABLES 143
11.4.10 MEDICAL RESEARCH 143
11.4.11 OTHER HEALTHCARE APPLICATIONS 143
11.5 IT/ITES 144
11.5.1 RISE IN COMPLEXITY AND FAST INNOVATIONS TO MANAGE IT OPERATIONS EFFECTIVELY 144
TABLE 97 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY REGION, 2017–2022 (USD MILLION) 144
TABLE 98 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY REGION, 2023–2028 (USD MILLION) 144
TABLE 99 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 145
TABLE 100 AI AS A SERVICE MARKET IN IT/ITES VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 145
11.5.2 PREDICTIVE MAINTENANCE 145
11.5.3 VIRTUAL ASSISTANTS FOR CUSTOMER SUPPORT 145
11.5.4 OTHER IT/ITES APPLICATIONS 146
11.6 TELECOMMUNICATION 146
11.6.1 ENHANCED CONTACT CENTER EFFECTIVENESS, REDUCED OPERATIONAL COSTS, AND IMPROVED SERVICES OF AI 146
TABLE 101 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY REGION, 2017–2022 (USD MILLION) 147
TABLE 102 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY REGION, 2023–2028 (USD MILLION) 147
TABLE 103 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 147
TABLE 104 AI AS A SERVICE MARKET IN TELECOMMUNICATION VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 148
11.6.2 NETWORK OPTIMIZATION 148
11.6.3 NETWORK ANOMALIES 148
11.6.4 OTHER TELECOMMUNICATION APPLICATIONS 148
11.7 GOVERNMENT & DEFENSE 149
11.7.1 ENDEAVOR TO SOLVE COMPLEX PROBLEMS AND ENHANCE DECISION-MAKING PROCESS 149
TABLE 105 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY REGION, 2017–2022 (USD MILLION) 149
TABLE 106 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY REGION, 2023–2028 (USD MILLION) 149
TABLE 107 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 150
TABLE 108 AI AS A SERVICE MARKET IN GOVERNMENT & DEFENSE VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 150
11.7.2 CUSTOMER SERVICE CHATBOTS 150
11.7.3 AUTONOMOUS DRONES 151
11.7.4 SURVEILLANCE 151
11.7.5 PREDICTING CRIMES & RECOMMENDING OPTIMAL POLICE PRESENCE 151
11.7.6 IDENTIFYING FRAUDULENT BENEFITS CLAIMS 151
11.7.7 OTHER GOVERNMENT & DEFENSE APPLICATIONS 151
11.8 MANUFACTURING 151
11.8.1 NEED FOR ENHANCED PERFORMANCE AND REDUCED REDUNDANCIES IN MANUFACTURING 151
TABLE 109 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY REGION, 2017–2022 (USD MILLION) 152
TABLE 110 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY REGION, 2023–2028 (USD MILLION) 152
TABLE 111 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 152
TABLE 112 AI AS A SERVICE MARKET IN MANUFACTURING VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 153
11.8.2 MATERIAL MOVEMENTS 153
11.8.3 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION 153
11.8.4 PRODUCTION PLANNING 154
11.8.5 FIELD SERVICES 154
11.8.6 RECLAMATION 154
11.8.7 QUALITY CONTROL 154
11.8.8 PRODUCTION LINE OPTIMIZATION 155
11.8.9 OTHER MANUFACTURING APPLICATIONS 155
11.9 ENERGY & UTILITIES 155
11.9.1 ADVANCED AI TECHNOLOGIES HELP BUILD ACCOUNTABLE, TRANSPARENT, FAIR, AND SECURE SYSTEMS 155
TABLE 113 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY REGION, 2017–2022 (USD MILLION) 155
TABLE 114 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY REGION, 2023–2028 (USD MILLION) 156
TABLE 115 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY APPLICATION, 2017–2022 (USD MILLION) 156
TABLE 116 AI AS A SERVICE MARKET IN ENERGY & UTILITIES VERTICAL, BY APPLICATION, 2023–2028 (USD MILLION) 156
11.9.2 ENERGY EFFICIENCY DECISION-MAKING 157
11.9.3 FAULT PREDICTION 157
11.9.4 ARTIFICIAL INTELLIGENCE IN POWER GRIDS - SMART GRIDS & SECTOR COUPLING 157
11.9.5 ARTIFICIAL INTELLIGENCE IN ELECTRICITY TRADING 157
11.9.6 ARTIFICIAL INTELLIGENCE IN VIRTUAL POWER PLANT 158
11.9.7 ARTIFICIAL INTELLIGENCE IN SMART WATER METER 158
11.9.8 OTHER ENERGY & UTILITY APPLICATIONS 158
11.10 OTHER VERTICALS 158
TABLE 117 AI AS A SERVICE MARKET IN OTHER VERTICALS, BY REGION, 2017–2022 (USD MILLION) 158
TABLE 118 AI AS A SERVICE MARKET IN OTHER VERTICALS, BY REGION, 2023–2028 (USD MILLION) 159
12 AI AS A SERVICE MARKET, BY REGION 160
12.1 INTRODUCTION 161
12.1.1 AI AS A SERVICE MARKET: IMPACT OF RECESSION 161
FIGURE 33 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 161
FIGURE 34 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 162
TABLE 119 AI AS A SERVICE MARKET, BY REGION, 2017–2022 (USD MILLION) 162
TABLE 120 AI AS A SERVICE MARKET, BY REGION, 2023–2028 (USD MILLION) 162
12.2 NORTH AMERICA 163
12.2.1 NORTH AMERICA: AI AS A SERVICE MARKET DRIVERS 163
12.2.2 NORTH AMERICA: IMPACT OF RECESSION 164
FIGURE 35 NORTH AMERICA: MARKET SNAPSHOT 164
TABLE 121 NORTH AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 165
TABLE 122 NORTH AMERICA: AI AS A SERVICE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 165
TABLE 123 NORTH AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 165
TABLE 124 NORTH AMERICA: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 165
TABLE 125 NORTH AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 166
TABLE 126 NORTH AMERICA: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023–2028 (USD MILLION) 166
TABLE 127 NORTH AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017–2022 (USD MILLION) 166
TABLE 128 NORTH AMERICA: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023–2028 (USD MILLION) 167
TABLE 129 NORTH AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 167
TABLE 130 NORTH AMERICA: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 167
TABLE 131 NORTH AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 168
TABLE 132 NORTH AMERICA: AI AS A SERVICE MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 168
12.2.3 US 168
12.2.3.1 Increase in demand for AI-powered solutions across industries in US 168
TABLE 133 US: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 169
12.2.4 CANADA 170
12.2.4.1 Robust AI ecosystem in Canada 170
TABLE 134 CANADA: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 170
12.3 EUROPE 171
12.3.1 EUROPE: AI AS A SERVICE MARKET DRIVERS 171
12.3.2 EUROPE: IMPACT OF RECESSION 172
TABLE 135 EUROPE: AI AS A SERVICE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 172
TABLE 136 EUROPE: AI AS A SERVICE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 172
TABLE 137 EUROPE: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 173
TABLE 138 EUROPE: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 173
TABLE 139 EUROPE: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 173
TABLE 140 EUROPE: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023–2028 (USD MILLION) 174
TABLE 141 EUROPE: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017–2022 (USD MILLION) 174
TABLE 142 EUROPE: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023–2028 (USD MILLION) 174
TABLE 143 EUROPE: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 174
TABLE 144 EUROPE: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 175
TABLE 145 EUROPE: AI AS A SERVICE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 175
TABLE 146 EUROPE: AI AS A SERVICE MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 175
12.3.3 UK 176
12.3.3.1 Strong focus on research & development, innovative startups, and established tech companies in UK 176
TABLE 147 UK: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 176
12.3.4 GERMANY 177
12.3.4.1 Technological initiatives pertaining to AIaaS by various companies in Germany 177
TABLE 148 GERMANY: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 177
12.3.5 FRANCE 178
12.3.5.1 Growing startup ecosystem in France 178
TABLE 149 FRANCE: AI AS A SERVICE MARKET INVESTMENT INITIATIVES 178
12.3.6 REST OF EUROPE 179
12.4 ASIA PACIFIC 179
12.4.1 ASIA PACIFIC: AI AS A SERVICE MARKET DRIVERS 180
12.4.2 ASIA PACIFIC: IMPACT OF RECESSION 180
FIGURE 36 ASIA PACIFIC: MARKET SNAPSHOT 181
TABLE 150 ASIA PACIFIC: AI AS A SERVICE MARKET, BY OFFERING, 2017–2022 (USD MILLION) 181
TABLE 151 ASIA PACIFIC: AI AS A SERVICE MARKET, BY OFFERING, 2023–2028 (USD MILLION) 182
TABLE 152 ASIA PACIFIC: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 182
TABLE 153 ASIA PACIFIC: AI AS A SERVICE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 182
TABLE 154 ASIA PACIFIC: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION) 182
TABLE 155 ASIA PACIFIC: AI AS A SERVICE MARKET, BY MACHINE LEARNING, 2023–2028 (USD MILLION) 183
TABLE 156 ASIA PACIFIC: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2017–2022 (USD MILLION) 183
TABLE 157 ASIA PACIFIC: AI AS A SERVICE MARKET, BY CLOUD TYPE, 2023–2028 (USD MILLION) 183
TABLE 158 ASIA PACIFIC: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 183
TABLE 159 ASIA PACIFIC: AI AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 184
TABLE 160 ASIA PACIFIC: AI AS A SERVICE MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 184
TABLE 161 ASIA PACIFIC: AI AS A SERVICE MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 184
TABLE 16



13 COMPETITIVE LANDSCAPE 204
13.1 OVERVIEW 204
13.2 KEY PLAYER STRATEGIES 204
TABLE 193 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN AI AS A SERVICE MARKET 204
13.3 REVENUE ANALYSIS 205
FIGURE 37 REVENUE ANALYSIS FOR KEY COMPANIES, 2018–2022 205
13.4 MARKET SHARE ANALYSIS 206
FIGURE 38 AI AS A SERVICE MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023 206
TABLE 194 AI AS A SERVICE MARKET: DEGREE OF COMPETITION 206
13.5 KEY COMPANY EVALUATION QUADRANT 207
13.5.1 STARS 207
13.5.2 EMERGING LEADERS 207
13.5.3 PERVASIVE PLAYERS 207
13.5.4 PARTICIPANTS 207
FIGURE 39 KEY AI AS A SERVICE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2023 208
13.6 STARTUP/SME EVALUATION QUADRANT 209
13.6.1 PROGRESSIVE COMPANIES 209
13.6.2 RESPONSIVE COMPANIES 209
13.6.3 DYNAMIC COMPANIES 209
13.6.4 STARTING BLOCKS 209
FIGURE 40 STARTUP/SME AI AS A SERVICE PLAYERS, COMPANY EVALUATION MATRIX, 2022 210
13.7 COMPETITIVE BENCHMARKING 211
TABLE 195 AI AS A SERVICE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS, 2022 211
TABLE 196 AI AS A SERVICE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 212
TABLE 197 ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES 213
13.8 AI AS A SERVICE PRODUCT LANDSCAPE 214
13.8.1 COMPARATIVE ANALYSIS OF AI AS A SERVICE PRODUCTS 214
TABLE 198 COMPARATIVE ANALYSIS OF AI AS A SERVICE PRODUCTS 214
13.9 COMPETITIVE SCENARIO 214
13.9.1 PRODUCT LAUNCHES 214
TABLE 199 AI AS A SERVICE MARKET: PRODUCT LAUNCHES, SEPTEMBER 2020–MARCH 2023 214
13.9.2 DEALS 216
TABLE 200 AI AS A SERVICE MARKET: DEALS, FEBRUARY 2020–JANUARY 2023 216
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14 COMPANY PROFILES 217
(Business overview, Products/Solutions/Services offered, Recent developments & MnM View)*
14.1 KEY PLAYERS 217
14.1.1 IBM 217
TABLE 201 IBM: BUSINESS OVERVIEW 217
FIGURE 41 IBM: FINANCIAL OVERVIEW 218
TABLE 202 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 218
TABLE 203 IBM: PRODUCT LAUNCHES 220
TABLE 204 IBM: DEALS 221
14.1.2 GOOGLE 223
TABLE 205 GOOGLE: BUSINESS OVERVIEW 223
FIGURE 42 GOOGLE: FINANCIAL OVERVIEW 224
TABLE 206 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 224
TABLE 207 GOOGLE: PRODUCT LAUNCHES 225
TABLE 208 GOOGLE: DEALS 227
14.1.3 AWS 229
TABLE 209 AWS: BUSINESS OVERVIEW 229
FIGURE 43 AWS: FINANCIAL OVERVIEW 229
TABLE 210 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 211 AWS: PRODUCT LAUNCHES 231
TABLE 212 AWS: DEALS 233
14.1.4 MICROSOFT 235
TABLE 213 MICROSOFT: BUSINESS OVERVIEW 235
FIGURE 44 MICROSOFT: FINANCIAL OVERVIEW 236
TABLE 214 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 236
TABLE 215 MICROSOFT: PRODUCT LAUNCHES 238
TABLE 216 MICROSOFT: DEALS 238
14.1.5 SALESFORCE 240
TABLE 217 SALESFORCE: BUSINESS OVERVIEW 240
FIGURE 45 SALESFORCE: FINANCIAL OVERVIEW 241
TABLE 218 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 241
TABLE 219 SALESFORCE: PRODUCT LAUNCHES 242
TABLE 220 SALESFORCE: DEALS 244
14.1.6 FICO 246
TABLE 221 FICO: BUSINESS OVERVIEW 246
FIGURE 46 FICO: FINANCIAL OVERVIEW 247
TABLE 222 FICO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 248
TABLE 223 FICO: PRODUCT LAUNCHES 249
TABLE 224 FICO: DEALS 249
14.1.7 SAS INSTITUTE 251
TABLE 225 SAS INSTITUTE: BUSINESS OVERVIEW 251
FIGURE 47 SAS INSTITUTE: FINANCIAL OVERVIEW 252
TABLE 226 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 227 SAS INSTITUTE: PRODUCT LAUNCHES 253
TABLE 228 SAS INSTITUTE: DEALS 254
14.1.8 BAIDU 255
TABLE 229 BAIDU: BUSINESS OVERVIEW 255
FIGURE 48 BAIDU: FINANCIAL OVERVIEW 255
TABLE 230 BAIDU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 256
TABLE 231 BAIDU: PRODUCT LAUNCHES 257
TABLE 232 BAIDU: DEALS 258
14.1.9 SAP 259
TABLE 233 SAP: BUSINESS OVERVIEW 259
FIGURE 49 SAP: FINANCIAL OVERVIEW 260
TABLE 234 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 260
TABLE 235 SAP: PRODUCT LAUNCHES 261
TABLE 236 SAP: DEALS 262
14.1.10 AMD XILINX 264
TABLE 237 AMD XILINX: BUSINESS OVERVIEW 264
FIGURE 50 AMD XILINX: FINANCIAL OVERVIEW 265
TABLE 238 AMD XILINX: PRODUCTS/SOLUTIONS/SERVICES OFFERED 265
TABLE 239 AMD XILINX: PRODUCT LAUNCHES 266
TABLE 240 AMD XILINX: DEALS 268
14.1.11 IRIS.AI 269
TABLE 241 IRIS.AI: BUSINESS OVERVIEW 269
TABLE 242 IRIS.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 269
TABLE 243 IRIS.AI: PRODUCT LAUNCHES 270
TABLE 244 IRIS.AI: DEALS 271
14.1.12 BIGML 272
TABLE 245 BIGML: BUSINESS OVERVIEW 272
TABLE 246 BIGML: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 247 BIGML: PRODUCT LAUNCHES 273
TABLE 248 BIGML: DEALS 274
14.1.13 H20.AI 275
TABLE 249 H2O.AI: BUSINESS OVERVIEW 275
TABLE 250 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275
TABLE 251 H2O.AI: PRODUCT LAUNCHES 276
TABLE 252 H2O.AI: DEALS 277
14.1.14 ABSOLUTDATA 278
TABLE 253 ABSOLUTDATA: BUSINESS OVERVIEW 278
TABLE 254 ABSOLUTDATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278
TABLE 255 ABSOLUTDATA: PRODUCT LAUNCHES 279
TABLE 256 ABSOLUTDATA: DEALS 280
14.1.15 VITAL.AI 281
TABLE 257 VITAL.AI: BUSINESS OVERVIEW 281
TABLE 258 VITAL.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 282
14.1.16 ORACLE 283
TABLE 259 ORACLE: BUSINESS OVERVIEW 283
FIGURE 51 ORACLE: FINANCIAL OVERVIEW 284
TABLE 260 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 285
TABLE 261 ORACLE: PRODUCT LAUNCHES 286
TABLE 262 ORACLE: DEALS 287
14.1.17 ALIBABA CLOUD 289
TABLE 263 ALIBABA CLOUD: BUSINESS OVERVIEW 289
TABLE 264 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
TABLE 265 ALIBABA CLOUD: PRODUCT LAUNCHES 290
TABLE 266 ALIBABA CLOUD: DEALS 292
14.1.18 TENCENT 293
TABLE 267 TENCENT: BUSINESS OVERVIEW 293
FIGURE 52 TENCENT: FINANCIAL OVERVIEW 294
TABLE 268 TENCENT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
TABLE 269 TENCENT: PRODUCT LAUNCHES 295
TABLE 270 TENCENT: DEALS 295
*Details on Business overview, Products/Solutions/Services offered, Recent developments & MnM View might not be captured in case of unlisted companies.
14.2 OTHER KEY PLAYERS 297
14.2.1 FUZZY.AI 297
14.2.2 RAINBIRD TECHNOLOGIES 298
14.2.3 CRAFT.AI 298
14.2.4 SIFTSCIENCE 299
14.2.5 DATABRICKS 300
14.2.6 TECNOTREE 301
14.2.7 CENTURY SOFT 301
14.2.8 YOTTAMINE ANALYTICS 302
14.2.9 DATAROBOT 303
14.2.10 MEYA.AI 304
14.2.11 DATAIKU 305
14.2.12 CLOUDERA 306
15 ADJACENT AND RELATED MARKETS 307
15.1 INTRODUCTION 307
15.2 ARTIFICIAL INTELLIGENCE MARKET - GLOBAL FORECAST TO 2027 307
15.2.1 MARKET DEFINITION 307
15.2.2 MARKET OVERVIEW 307
15.2.3 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING 308
TABLE 271 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016–2021 (USD BILLION) 308
TABLE 272 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 308
15.2.4 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY 308
TABLE 273 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 309
TABLE 274 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 309
15.2.5 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE 309
TABLE 275 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 309
TABLE 276 ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 310
15.2.6 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE 310
TABLE 277 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2016–2021 (USD BILLION) 310
TABLE 278 ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION, 2022–2027 (USD BILLION) 310
15.2.7 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION 311
TABLE 279 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016–2021 (USD BILLION) 311
TABLE 280 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD BILLION) 311
15.2.8 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL 311
TABLE 281 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 312
TABLE 282 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 312
15.2.9 ARTIFICIAL INTELLIGENCE MARKET, BY REGION 313
TABLE 283 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 313
TABLE 284 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 313
15.3 PLATFORM AS A SERVICE MARKET - GLOBAL FORECAST TO 2026 314
15.3.1 MARKET DEFINITION 314
15.3.2 MARKET OVERVIEW 314
15.3.3 PLATFORM AS A SERVICE MARKET, BY TYPE 314
TABLE 285 PLATFORM AS A SERVICE MARKET, BY TYPE, 2016–2019 (USD MILLION) 314
TABLE 286 PLATFORM AS A SERVICE MARKET, BY TYPE, 2020–2026 (USD MILLION) 315
15.3.4 PLATFORM AS A SERVICE MARKET, BY DEPLOYMENT MODE 315
TABLE 287 PLATFORM AS A SERVICE MARKET SIZE, BY DEPLOYMENT, 2016–2019 (USD MILLION) 315
TABLE 288 PLATFORM AS A SERVICE MARKET SIZE, BY DEPLOYMENT, 2020–2026 (USD MILLION) 315
15.3.5 PLATFORM AS A SERVICE MARKET, BY ORGANIZATION SIZE 316
TABLE 289 PLATFORM AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 316
TABLE 290 PLATFORM AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION) 316
15.3.6 PLATFORM AS A SERVICE MARKET, BY VERTICAL 316
TABLE 291 PLATFORM AS A SERVICE MARKET, BY VERTICAL, 2016–2019 (USD MILLION) 317
TABLE 292 PLATFORM AS A SERVICE MARKET, BY VERTICAL, 2020–2026 (USD MILLION) 317
15.3.7 PLATFORM AS A SERVICE MARKET, BY REGION 318
TABLE 293 PLATFORM AS A SERVICE MARKET, BY REGION, 2016–2019 (USD MILLION) 318
TABLE 294 PLATFORM AS A SERVICE MARKET, BY REGION, 2020–2026 (USD MILLION) 318
16 APPENDIX 319
16.1 DISCUSSION GUIDE 319
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 323
16.3 CUSTOMIZATION OPTIONS 325
16.4 RELATED REPORTS 325
16.5 AUTHOR DETAILS 326