List of Figures

FIGURE 1 AI AS A SERVICE MARKET: MARKET SEGMENTATION 20
FIGURE 2 AI AS A SERVICE MARKET: RESEARCH DESIGN 23
FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE DESIGNATION LEVEL, AND REGION 25
FIGURE 4 DATA TRIANGULATION 26
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 27
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 27
FIGURE 7 AI AS A SERVICE MARKET: ASSUMPTIONS 28
FIGURE 8 AI AS A SERVICE MARKET SNAPSHOT, BY SERVICE TYPE (2018 VS. 2023) 30
FIGURE 9 AI AS A SERVICE MARKET SNAPSHOT, BY SOFTWARE TOOL (2018 VS. 2023) 31
FIGURE 10 AI AS A SERVICE MARKET SNAPSHOT, BY SERVICE 31
FIGURE 11 AI AS A SERVICE MARKET SNAPSHOT, BY TECHNOLOGY 32
FIGURE 12 AI AS A SERVICE MARKET SNAPSHOT, BY ORGANIZATION SIZE 32
FIGURE 13 AI AS A SERVICE MARKET SNAPSHOT, BY VERTICAL 33
FIGURE 14 AI AS A SERVICE MARKET: REGIONAL SNAPSHOT 33
FIGURE 15 GROWING NUMBER OF INNOVATIVE STARTUPS IS EXPECTED TO DRIVE THE GROWTH OF THE AI AS A SERVICE MARKET DURING THE FORECAST PERIOD 34
FIGURE 16 HEALTHCARE AND LIFE SCIENCES VERTICAL IS EXPECTED TO HAVE THE HIGHEST CAGR DURING THE FORECAST PERIOD 35
FIGURE 17 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 35
FIGURE 18 ASIA PACIFIC IS EXPECTED TO BE THE BEST MARKET FOR INVESTMENTS IN THE NEXT 5 YEARS 36
FIGURE 19 AI AS A SERVICE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 38
FIGURE 20 NATURAL LANGUAGE PROCESSING TECHNOLOGY IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 44
FIGURE 21 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT IS EXPECTED TO EXHIBIT A HIGHER CAGR DURING THE FORECAST PERIOD 47
FIGURE 22 SERVICES SEGMENT IS EXPECTED TO EXHIBIT A HIGHER CAGR DURING THE FORECAST PERIOD 50
FIGURE 23 CLOUD AND WEB-BASED APPLICATION PROGRAMMING INTERFACE SEGMENT IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 51
FIGURE 24 MANAGED SERVICES SEGMENT IS EXPECTED TO EXHIBIT A HIGHER CAGR DURING THE FORECAST PERIOD 53
FIGURE 25 HEALTHCARE AND LIFE SCIENCES VERTICAL IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 56
FIGURE 26 DIGITAL ASSISTANCE APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 58
FIGURE 27 PERSONALIZED TREATMENT APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 61
FIGURE 28 RECOMMENDATION ENGINES APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 63
FIGURE 29 NETWORK OPTIMIZATION APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 65
FIGURE 30 THREAT INTELLIGENCE APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 68
FIGURE 31 PREDICTIVE MAINTENANCE APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 71
FIGURE 32 SMART GRID MANAGEMENT APPLICATION IS EXPECTED TO EXHIBIT THE HIGHEST CAGR DURING THE FORECAST PERIOD 74
FIGURE 33 NORTH AMERICA IS EXPECTED TO HOLD THE LARGEST MARKET SIZE IN THE GLOBAL AI AS A SERVICE MARKET DURING THE FORECAST PERIOD 78
FIGURE 34 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR IN THE AI AS A SERVICE MARKET DURING THE FORECAST PERIOD 79
FIGURE 35 NORTH AMERICA: MARKET SNAPSHOT 81
FIGURE 36 ASIA PACIFIC: MARKET SNAPSHOT 98
FIGURE 37 GROWTH STRATEGIES ADOPTED BY THE KEY PLAYERS DURING 2016–2018 122
FIGURE 38 GEOGRAPHIC REVENUE MIX OF MARKET PLAYERS 130
FIGURE 39 IBM: COMPANY SNAPSHOT 131
FIGURE 40 IBM: SWOT ANALYSIS 133
FIGURE 41 GOOGLE: COMPANY SNAPSHOT 134
FIGURE 42 GOOGLE: SWOT ANALYSIS 136
FIGURE 43 AWS: COMPANY SNAPSHOT 137
FIGURE 44 AWS: SWOT ANALYSIS 139
FIGURE 45 MICROSOFT: COMPANY SNAPSHOT 140
FIGURE 46 MICROSOFT: SWOT ANALYSIS 142
FIGURE 47 SALESFORCE: COMPANY SNAPSHOT 143
FIGURE 48 SALESFORCE: SWOT ANALYSIS 145
FIGURE 49 FICO: COMPANY SNAPSHOT 146
FIGURE 50 SAS INSTITUTE: COMPANY SNAPSHOT 149
FIGURE 51 BAIDU: COMPANY SNAPSHOT 151
FIGURE 52 INTEL: COMPANY SNAPSHOT 153
FIGURE 53 SAP: COMPANY SNAPSHOT 156

 

List of Tables

TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2015–2017 21
TABLE 2 GLOBAL AI AS A SERVICE MARKET SIZE AND GROWTH RATE 2016–2023 (USD MILLION, Y-O-Y %) 30
TABLE 3 TOTAL AMOUNT INVESTED IN THE AI STARTUPS DURING
2010–2015 (WORLDWIDE) 39
TABLE 4 DATA TRAFFIC WORLDWIDE, 2016–2023 (EXABYTES/MONTH) 40
TABLE 5 AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY, 2016–2023 (USD MILLION) 44
TABLE 6 AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 47
TABLE 7 AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE, 2016–2023 (USD MILLION) 50
TABLE 8 AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL, 2016–2023 (USD MILLION) 51
TABLE 9 AI AS A SERVICE MARKET SIZE, BY SERVICE, 2016–2023 (USD MILLION) 54
TABLE 10 AI AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 57
TABLE 11 BANKING, FINANCIAL SERVICES, AND INSURANCE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 58
TABLE 12 HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 61
TABLE 13 RETAIL MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 64
TABLE 14 TELECOMMUNICATION MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 66
TABLE 15 GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 69
TABLE 16 MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 71
TABLE 17 ENERGY MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 74
TABLE 18 AI AS A SERVICE MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 78
TABLE 19 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY 2016–2023 (USD MILLION) 82
TABLE 20 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE 2016–2023 (USD MILLION) 82
TABLE 21 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL 2016–2023 (USD MILLION) 83
TABLE 22 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 83
TABLE 23 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 84
TABLE 24 NORTH AMERICA: AI AS A SERVICE MARKET SIZE, BY VERTICAL 2016–2023 (USD MILLION) 84
TABLE 25 DATA TRAFFIC IN NORTH AMERICA, 2016–2022 (PETABYTES/MONTH) 85
TABLE 26 NORTH AMERICA: BFSI MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 85
TABLE 27 MAJOR FINTECH COMPANIES IN NORTH AMERICA USING MACHINE LEARNING 86
TABLE 28 NORTH AMERICA: HEALTHCARE AND LIFE SCIENCES MARKET SIZE BY APPLICATION, 2016–2023 (USD MILLION) 87
TABLE 29 NORTH AMERICA: RETAIL MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 87
TABLE 30 NORTH AMERICA: TELECOMMUNICATION MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 88
TABLE 31 NORTH AMERICA: GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 88
TABLE 32 LIST OF TOTAL INVESTMENTS IN THE DEFENSE SECTOR IN NORTH AMERICA BY COUNTRY, 2017 (USD BILLION) 88
TABLE 33 NORTH AMERICA: MANUFACTURING MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 89
TABLE 34 NORTH AMERICA: ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 89
TABLE 35 EUROPE: AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY 2016–2023 (USD MILLION) 90
TABLE 36 EUROPE: AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE 2016–2023 (USD MILLION) 91
TABLE 37 EUROPE: AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL 2016–2023 (USD MILLION) 91
TABLE 38 EUROPE: AI AS A SERVICE MARKET SIZE, BY SERVICE, 2016–2023 (USD MILLION) 91
TABLE 39 EUROPE: AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 92
TABLE 40 EUROPE: AI AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 92
TABLE 41 DATA TRAFFIC IN EUROPE, 2016–2022 (PETABYTES/MONTH) 93
TABLE 42 EUROPE: BFSI MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 93
TABLE 43 EUROPE: HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 94
TABLE 44 EUROPE: RETAIL MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 94
TABLE 45 EUROPE: TELECOMMUNICATION MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 95
TABLE 46 EUROPE: GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 95
TABLE 47 LIST OF TOTAL INVESTMENTS IN THE DEFENSE SECTOR IN EUROPE BY MAJOR COUNTRY, 2017 96
TABLE 48 EUROPE: MANUFACTURING MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 96
TABLE 49 EUROPE: ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 97
TABLE 50 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY 2016–2023 (USD MILLION) 99
TABLE 51 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE 2016–2023 (USD MILLION) 99
TABLE 52 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL 2016–2023 (USD MILLION) 100
TABLE 53 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 100
TABLE 54 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 101
TABLE 55 ASIA PACIFIC: AI AS A SERVICE MARKET SIZE, BY VERTICAL 2016–2023 (USD MILLION) 101
TABLE 56 DATA TRAFFIC IN ASIA PACIFIC, 2016–2022 (PETABYTES/MONTH) 102
TABLE 57 ASIA PACIFIC: BFSI MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 102
TABLE 58 ASIA PACIFIC: HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 103
TABLE 59 ASIA PACIFIC: RETAIL MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 103
TABLE 60 ASIA PACIFIC: TELECOMMUNICATION MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 104
TABLE 61 ASIA PACIFIC: GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 104
TABLE 62 LIST OF TOTAL INVESTMENTS IN DEFENSE SECTOR IN ASIA PACIFIC, BY MAJOR COUNTRY, 2017 (USD BILLION) 105
TABLE 63 ASIA PACIFIC: MANUFACTURING MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 105
TABLE 64 ASIA PACIFIC: ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 106
TABLE 65 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY, 2016–2023 (USD MILLION) 107
TABLE 66 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE, 2016–2023 (USD MILLION) 107
TABLE 67 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL, 2016–2023 (USD MILLION) 107
TABLE 68 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 108
TABLE 69 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 108
TABLE 70 MIDDLE EAST AND AFRICA: AI AS A SERVICE MARKET SIZE, BY VERTICAL 2016–2023 (USD MILLION) 109
TABLE 71 DATA TRAFFIC IN MIDDLE EAST AND AFRICA, 2016–2022 (PETABYTES/MONTH) 109
TABLE 72 MIDDLE EAST AND AFRICA: BFSI MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 110
TABLE 73 MIDDLE EAST AND AFRICA: HEALTHCARE AND LIFE SCIENCES MARKET SIZE BY APPLICATION, 2016–2023 (USD MILLION) 110
TABLE 74 MIDDLE EAST AND AFRICA: RETAIL MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 111
TABLE 75 MIDDLE EAST AND AFRICA: TELECOMMUNICATION MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 111
TABLE 76 MIDDLE EAST AND AFRICA: GOVERNMENT AND DEFENSE MARKET SIZE BY APPLICATION, 2016–2023 (USD MILLION) 112
TABLE 77 INVESTMENTS IN THE DEFENSE SECTOR IN MIDDLE EAST AND AFRICA BY MAJOR COUNTRY, 2017 (USD BILLION) 112
TABLE 78 MIDDLE EAST AND AFRICA: MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 113
TABLE 79 MIDDLE EAST AND AFRICA: ENERGY AND UTILITIES MARKET SIZE BY APPLICATION, 2016–2023 (USD MILLION) 113
TABLE 80 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY TECHNOLOGY 2016–2023 (USD MILLION) 114
TABLE 81 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY SERVICE TYPE 2016–2023 (USD MILLION) 114
TABLE 82 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY SOFTWARE TOOL 2016–2023 (USD MILLION) 115
TABLE 83 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY SERVICE 2016–2023 (USD MILLION) 115
TABLE 84 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE 2016–2023 (USD MILLION) 116
TABLE 85 LATIN AMERICA: AI AS A SERVICE MARKET SIZE, BY VERTICAL 2016–2023 (USD MILLION) 116
TABLE 86 DATA TRAFFIC IN LATIN AMERICA, 2016–2022 (PETABYTES/MONTH) 117
TABLE 87 LATIN AMERICA: BFSI MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 117
TABLE 88 LATIN AMERICA: HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 118
TABLE 89 LATIN AMERICA: RETAIL MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 118
TABLE 90 LATIN AMERICA: TELECOMMUNICATION MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 119
TABLE 91 LATIN AMERICA: GOVERNMENT AND DEFENSE MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION) 119
TABLE 92 TOTAL INVESTMENTS IN THE DEFENSE SECTOR IN LATIN AMERICA, BY MAJOR COUNTRY, 2017 (USD BILLION) 119
TABLE 93 LATIN AMERICA: MANUFACTURING MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 120
TABLE 94 LATIN AMERICA: ENERGY AND UTILITIES MARKET SIZE, BY APPLICATION 2016–2023 (USD MILLION) 120
TABLE 95 NEW PRODUCT/SERVICE LAUNCHES AND PRODUCT ENHANCEMENTS 2015–2018 125
TABLE 96 PARTNERSHIPS, COLLABORATIONS, AND AGREEMENTS, 2017–2018 127
TABLE 97 MERGERS AND ACQUISITIONS, 2015–2018 128