Table of Content

1 INTRODUCTION 22
1.1 OBJECTIVES OF THE STUDY 22
1.2 MARKET DEFINITION 22
1.2.1 INCLUSIONS AND EXCLUSIONS 22
1.3 MARKET SCOPE 23
1.3.1 MARKET SEGMENTATION 23
1.3.2 REGIONS COVERED 24
1.3.3 YEARS CONSIDERED FOR THE STUDY 24
1.4 CURRENCY CONSIDERED 25
1.5 STAKEHOLDERS 25

2 RESEARCH METHODOLOGY 26
2.1 RESEARCH DATA 26
2.1.1 SECONDARY DATA 27
2.1.2 PRIMARY DATA 27
2.1.2.1 Breakup of primary profiles 27
2.2 MARKET BREAKUP AND DATA TRIANGULATION 28
2.2.1 KEY INDUSTRY INSIGHTS 28
2.3 MARKET SIZE ESTIMATION 29
2.3.1 TOP-DOWN APPROACH 32
2.3.2 BOTTOM-UP APPROACH 32
2.4 MARKET FORECAST 33
2.5 ASSUMPTIONS FOR THE STUDY 34
2.6 LIMITATIONS OF THE STUDY 34

3 EXECUTIVE SUMMARY 35

4 PREMIUM INSIGHTS 40
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE COGNITIVE COMPUTING MARKET 40
4.2 COGNITIVE COMPUTING MARKET: BY REGION 40
4.3 COGNITIVE COMPUTING MARKET IN NORTH AMERICA, BY BUSINESS FUNCTION AND INDUSTRY VERTICAL 41
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5 MARKET OVERVIEW AND INDUSTRY TRENDS 42
5.1 INTRODUCTION 42
5.2 MARKET DYNAMICS 42
5.2.1 DRIVERS 43
5.2.1.1 Continuous evolution in the computing environment: cloud, mobile, and analytics 43
5.2.1.2 Rise in customer engagement through social media platforms 43
5.2.1.3 Increasing demand for intelligent business processes 43
5.2.2 RESTRAINTS 44
5.2.2.1 Inability to recognize customer intent and respond effectively 44
5.2.3 OPPORTUNITIES 44
5.2.3.1 Utilizing cognitive abilities to reduce excess operational costs 44
5.2.3.2 Growing use of deep learning technology in artificial intelligence recommendation engine solutions 44
5.2.4 CHALLENGES 45
5.2.4.1 Data management and regulations 45
5.3 USE CASES 45
5.3.1 USE CASE: BUILDING AN EFFICIENT HEALTHCARE SYSTEM WITH WELLTOK 45
5.3.2 USE CASE: STANDARDIZING RISK, CONTROLS, AND ISSUES ACROSS ITS BUSINESS FUNCTIONS WITH IBM OPENPAGES 46
5.3.3 USE CASE: ENHANCING CUSTOMER EXPERIENCE WITH IBM WATSON 46
5.3.4 USE CASE: IMPROVING LIFETIME VALUE OF CUSTOMERS WITH AI 47
5.3.5 USE CASE: BOOSTING CUSTOMERS AND SERVICE AGENTS WITH AI-BASED COGNITIVE SERVICE EXPERIENCE SYSTEM 48
5.3.6 USE CASE: ENHANCING CUSTOMER EXPERIENCE WITH COGNITIVE SERVICES 49
5.4 REGULATORY IMPLICATIONS 49
5.4.1 GENERAL DATA PROTECTION REGULATION 49
5.4.2 UNITED STATES SECURITIES AND EXCHANGE COMMISSION 50
5.4.3 COMPREHENSIVE CAPITAL ANALYSIS AND REVIEW 50
5.4.4 DODD-FRANK ACT 50
5.4.5 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 50
5.4.6 THE INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001 51
5.4.7 CALIFORNIA CONSUMER PRIVACY ACT 51
5.4.8 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 51
5.4.9 HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH ACT 52
5.4.10 EUROPEAN MARKET INFRASTRUCTURE REGULATION 52
5.4.11 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE 52
5.4.12 SARBANES-OXLEY ACT OF 2002 52
5.4.13 PERSONAL DATA PROTECTION ACT 53
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6 COGNITIVE COMPUTING MARKET, BY COMPONENT 54
6.1 INTRODUCTION 55
6.2 PLATFORM 56
6.3 SERVICES 56
6.3.1 MANAGED SERVICES 57
6.3.2 PROFESSIONAL SERVICES 57

7 COGNITIVE COMPUTING MARKET, BY BUSINESS FUNCTION 59
7.1 INTRODUCTION 60
7.2 HUMAN RESOURCE 61
7.3 OPERATIONS 62
7.4 FINANCE 63
7.5 MARKETING AND SALES 64
7.6 OTHERS 65
7.6.1 RESEARCH AND DEVELOPMENT 65
7.6.2 LEGAL 65

8 COGNITIVE COMPUTING MARKET, BY APPLICATION 66
8.1 INTRODUCTION 67
8.2 AUTOMATION 68
8.3 INTELLIGENT VIRTUAL ASSISTANTS AND CHATBOTS 68
8.4 BEHAVIORAL ANALYSIS 69
8.5 BIOMETRICS 70
8.6 OTHERS 71

9 COGNITIVE COMPUTING MARKET, BY TECHNOLOGY 72
9.1 INTRODUCTION 73
9.2 MACHINE LEARNING 74
9.3 HUMAN MACHINE INTERFACE (HMI)/HUMAN COMPUTER INTERFACE (HCI) 74
9.3.1 COMPUTER VISION 74
9.3.2 MACHINE VISION 75
9.3.3 ROBOTICS 75
9.4 NATURAL LANGUAGE PROCESSING 76
9.5 DEEP LEARNING 77

10 COGNITIVE COMPUTING MARKET, BY DEPLOYMENT MODE 78
10.1 INTRODUCTION 79
10.2 ON-PREMISES 80
10.3 CLOUD 80
10.4 HYBRID 81
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11 COGNITIVE COMPUTING MARKET, BY ORGANIZATION SIZE 82
11.1 INTRODUCTION 83
11.2 SMALL AND MEDIUM-SIZED ENTERPRISES 84
11.3 LARGE ENTERPRISES 85

12 COGNITIVE COMPUTING MARKET, BY INDUSTRY VERTICAL 86
12.1 INTRODUCTION 87
12.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 88
12.3 RETAIL AND ECOMMERCE 89
12.4 TRAVEL AND HOSPITALITY 90
12.5 GOVERNMENT 91
12.6 IT AND TELECOMMUNICATIONS 92
12.7 HEALTHCARE AND LIFE SCIENCES 93
12.8 MANUFACTURING 94
12.9 MEDIA AND ENTERTAINMENT 95
12.10 OTHERS 96

13 COGNITIVE COMPUTING MARKET, BY REGION 97
13.1 INTRODUCTION 98
13.2 NORTH AMERICA 100
13.2.1 UNITED STATES 105
13.2.2 CANADA 106
13.3 EUROPE 108
13.3.1 UNITED KINGDOM 112
13.3.2 GERMANY 113
13.3.3 FRANCE 115
13.3.4 ITALY 116
13.3.5 REST OF EUROPE 118
13.4 ASIA PACIFIC 120
13.4.1 CHINA 125
13.4.2 SINGAPORE 126
13.4.3 INDIA 128
13.4.4 AUSTRALIA AND NEW ZEALAND 130
13.4.5 REST OF ASIA PACIFIC 132
13.5 MIDDLE EAST AND AFRICA 134
13.5.1 MIDDLE EAST 138
13.5.2 AFRICA 140
13.6 LATIN AMERICA 142
13.6.1 BRAZIL 146
13.6.2 MEXICO 147
13.6.3 ARGENTINA 149
13.6.4 REST OF LATIN AMERICA 151

14 COMPETITIVE LANDSCAPE 154
14.1 INTRODUCTION 154
14.1.1 VISIONARIES 154
14.1.2 INNOVATORS 154
14.1.3 DYNAMIC DIFFERENTIATORS 154
14.1.4 EMERGING COMPANIES 154

15 COMPANY PROFILES 156
15.1 INTRODUCTION 156
15.2 GOOGLE 156
(Business Overview, Solutions and Services Offered, Recent Developments, SWOT Analysis, and Right-To-Win)*
15.3 MICROSOFT 160
15.4 IBM 163
15.5 SAS 167
15.6 AWS 171
15.7 ARTIFICIAL SOLUTIONS 174
15.8 NUMENTA 177
15.9 ENTERRA SOLUTIONS 178
15.10 COGNITIVESCALE 180
15.11 SPARKCOGNITION 182
15.12 TCS 184
15.13 EXPERT SYSTEM 186
15.14 CISCO 189
15.15 VIRTUSA 192
15.16 COGNITIVE SOFTWARE GROUP 195
15.17 ACUITI 195
15.18 E-ZEST 196
15.19 VANTAGE LABS LLC 196
15.20 RED SKIOS LTD 197
15.21 BURSTIQ 197
*Details on Business Overview, Solutions and Services Offered, Recent Developments, SWOT Analysis, and Right-To-Win might not be captured in case of unlisted companies.

16 APPENDIX 198
16.1 DISCUSSION GUIDE 198
16.2 KNOWLEDGE STORE 201
16.3 AVAILABLE CUSTOMIZATIONS 203
16.4 RELATED REPORTS 203
16.5 AUTHOR DETAILS 204



List of Figures



FIGURE 1 COGNITIVE COMPUTING MARKET: RESEARCH DESIGN 26
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE COGNITIVE COMPUTING MARKET 29
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE COGNITIVE COMPUTING MARKET 30
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 TOP-DOWN (DEMAND SIDE): SHARE OF COGNITIVE COMPUTING THROUGH THE OVERALL COGNITIVE COMPUTING SPENDING 31
FIGURE 5 PLATFORM SEGMENT TO HOLD A LARGER MARKET SIZE IN 2020 37
FIGURE 6 MARKETING AND SALES SEGMENT TO HOLD THE HIGHEST
MARKET SHARE IN 2020 37
FIGURE 7 CLOUD SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 37
FIGURE 8 LARGE ENTERPRISES SEGMENT TO HOLD A HIGHER MARKET SHARE IN 2020 38
FIGURE 9 COGNITIVE COMPUTING MARKET SNAPSHOT, BY INDUSTRY VERTICAL 38
FIGURE 10 COGNITIVE COMPUTING MARKET SNAPSHOT, BY REGION 39
FIGURE 11 ENTERPRISES CONTINUOUS EVOLUTION IN THE COMPUTING ENVIRONMENT: CLOUD, MOBILE, AND ANALYTICS, COUPLED WITH UTILIZING COGNITIVE ABILITIES TO REDUCE EXCESS OPERATIONAL COSTS, TO BE THE KEY FACTORS DRIVING THE OVERALL GROWTH OF THE MARKET 40
FIGURE 12 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020 40
FIGURE 13 MARKETING AND SALES SEGMENT AND BANKING, FINANCIAL SERVICES AND INSURANCE INDUSTRY VERTICAL ACCOUNTED FOR THE HIGHEST SHARES IN THE COGNITIVE COMPUTING MARKET IN 2020 41
FIGURE 14 COGNITIVE COMPUTING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES 42
FIGURE 15 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 55
FIGURE 16 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 56
FIGURE 17 OPERATIONS SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 60
FIGURE 18 BEHAVIORAL ANALYSIS SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 67
FIGURE 19 HUMAN COMPUTER INTERFACE SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 73
FIGURE 20 HYBRID SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 79
FIGURE 21 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 83
FIGURE 22 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 87
FIGURE 23 ASIA PACIFIC TO HOLD THE HIGHEST CAGR DURING THE FORECAST PERIOD 98
FIGURE 24 INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 98
FIGURE 25 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 99
FIGURE 26 NORTH AMERICA: MARKET SNAPSHOT 100
FIGURE 27 ASIA PACIFIC: MARKET SNAPSHOT 121
FIGURE 28 COGNITIVE COMPUTING MARKET, COMPETITIVE LEADERSHIP MAPPING, 2020 155
FIGURE 29 GOOGLE: COMPANY SNAPSHOT 157
FIGURE 30 SWOT ANALYSIS: GOOGLE 158
FIGURE 31 MICROSOFT: COMPANY SNAPSHOT 160
FIGURE 32 SWOT ANALYSIS: MICROSOFT 162
FIGURE 33 IBM: COMPANY SNAPSHOT 163
FIGURE 34 SWOT ANALYSIS: IBM 164
FIGURE 35 SAS: COMPANY SNAPSHOT 167
FIGURE 36 SWOT ANALYSIS: SAS 168
FIGURE 37 AWS: COMPANY SNAPSHOT 171
FIGURE 38 SWOT ANALYSIS: AWS 172
FIGURE 39 TCS: COMPANY SNAPSHOT 184
FIGURE 40 EXPERT SYSTEM: COMPANY SNAPSHOT 186
FIGURE 41 CISCO: COMPANY SNAPSHOT 189
FIGURE 42 SWOT ANALYSIS: CISCO 190
FIGURE 43 VIRTUSA: COMPANY SNAPSHOT 192

 

List of Tables



TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2018 25
TABLE 2 FACTOR ANALYSIS 33
TABLE 3 GLOBAL COGNITIVE COMPUTING MARKET SIZE AND GROWTH RATE 2018–2025 (USD MILLION, Y-O-Y%) 36
TABLE 4 COGNITIVE COMPUTING MARKET SIZE, BY COMPONENT 2018–2025 (USD MILLION) 55
TABLE 5 COGNITIVE COMPUTING MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION) 56
TABLE 6 MANAGED SERVICES: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 57
TABLE 7 PROFESSIONAL SERVICES: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 58
TABLE 8 COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 61
TABLE 9 HUMAN RESOURCE: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 61
TABLE 10 OPERATIONS: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 62
TABLE 11 FINANCE: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 63
TABLE 12 MARKETING AND SALES: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 64
TABLE 13 OTHERS: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 65
TABLE 14 COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 67
TABLE 15 AUTOMATION: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 68
TABLE 16 INTELLIGENT VIRTUAL ASSISTANTS AND CHATBOTS: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 69
TABLE 17 BEHAVIORAL ANALYSIS: COGNITIVE COMPUTING COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 69
TABLE 18 BIOMETRICS: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 70
TABLE 19 OTHERS: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 71
TABLE 20 COGNITIVE COMPUTING MARKET SIZE, BY TECHNOL0GY 2018–2025 (USD MILLION) 73
TABLE 21 MACHINE LEARNING: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 74
TABLE 22 HUMAN MACHINE INTERFACE: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 75
TABLE 23 NATURAL LANGUAGE PROCESSING: COGNITIVE COMPUTING MARKET SIZE BY REGION, 2018–2025 (USD MILLION) 76
TABLE 24 DEEP LEARNING: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 77
TABLE 25 COGNITIVE COMPUTING MARKET SIZE, BY DEPLOYMENT MODE 2018–2025 (USD MILLION) 79
TABLE 26 ON PREMISES: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 80
TABLE 27 CLOUD: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 81
TABLE 28 HYBRID: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 81
TABLE 29 COGNITIVE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE 2018–2025 (USD MILLION) 84
TABLE 30 SMALL AND MEDIUM-SIZED ENTERPRISES: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 84
TABLE 31 LARGE ENTERPRISES: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 85
TABLE 32 COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 88
TABLE 33 BANKING, FINANCIAL SERVICES, AND INSURANCE: COGNITIVE COMPUTING SIZE, BY REGION, 2018–2025 (USD MILLION) 89
TABLE 34 RETAIL AND ECOMMERCE: COGNITIVE COMPUTING, BY REGION 2018–2025 (USD MILLION) 90
TABLE 35 TRAVEL AND HOSPITALITY: COGNITIVE COMPUTING MARKET, BY REGION 2018–2025 (USD MILLION) 91
TABLE 36 GOVERNMENT: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 91
TABLE 37 IT AND TELECOMMUNICATIONS: COGNITIVE COMPUTING MARKET SIZE BY REGION, 2018–2025 (USD MILLION) 93
TABLE 38 HEALTHCARE AND LIFE SCIENCES: COGNITIVE COMPUTING MARKET SIZE BY REGION, 2018–2025 (USD MILLION) 93
TABLE 39 MANUFACTURING: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 94
TABLE 40 MEDIA AND ENTERTAINMENT: COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 95
TABLE 41 OTHERS: COGNITIVE COMPUTING MARKET SIZE, BY REGION 2018–2025 (USD MILLION) 96
TABLE 42 COGNITIVE COMPUTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 99
TABLE 43 NORTH AMERICA: COGNITIVE COMPUTING, BY COMPONENT 2018–2025 (USD MILLION) 101
TABLE 44 NORTH AMERICA: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 101
TABLE 45 NORTH AMERICA: COGNITIVE COMPUTING MARKET, BY APPLICATION 2018–2025 (USD MILLION) 102
TABLE 46 NORTH AMERICA: COGNITIVE COMPUTING MARKET, BY TECHNOLOGY 2018–2025 (USD MILLION) 102
TABLE 47 NORTH AMERICA: COGNITIVE COMPUTING, BY SERVICE 2018–2025 (USD MILLION) 102
TABLE 48 NORTH AMERICA: COGNITIVE COMPUTING, BY DEPLOYMENT MODE 2018–2025 (USD MILLION) 103
TABLE 49 NORTH AMERICA: COGNITIVE COMPUTING, BY ORGANIZATION SIZE 2018–2025 (USD MILLION) 103
TABLE 50 NORTH AMERICA: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 104
TABLE 51 NORTH AMERICA: COGNITIVE COMPUTING, BY COUNTRY 2018–2025 (USD MILLION) 104
TABLE 52 UNITED STATES: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 105
TABLE 53 UNITED STATES: COGNITIVE COMPUTING, BY TECHNOLOGY 2018–2025 (USD MILLION) 105
TABLE 54 UNITED STATES: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 106
TABLE 55 CANADA: COGNITIVE COMPUTING, BY VERTICAL, 2018–2025 (USD MILLION) 107
TABLE 56 CANADA: COGNITIVE COMPUTING, BY TECHNOLOGY, 2018–2025 (USD MILLION) 107
TABLE 57 CANADA: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 108
TABLE 58 EUROPE: COGNITIVE COMPUTING, BY COMPONENT, 2018–2025 (USD MILLION) 108
TABLE 59 EUROPE: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 109
TABLE 60 EUROPE: COGNITIVE COMPUTING, BY TECHNOLOGY, 2018–2025 (USD MILLION) 109
TABLE 61 EUROPE: COGNITIVE COMPUTING, BY SERVICE, 2018–2025 (USD MILLION) 110
TABLE 62 EUROPE: COGNITIVE COMPUTING MARKET SIZE, BY DEPLOYMENT MODE 2018–2025 (USD MILLION) 110
TABLE 63 EUROPE: COGNITIVE COMPUTING, BY ORGANIZATION SIZE 2018–2025 (USD MILLION) 110
TABLE 64 EUROPE: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 111
TABLE 65 EUROPE: COGNITIVE COMPUTING MARKET SIZE, BY COUNTRY 2018–2025 (USD MILLION) 111
TABLE 66 UNITED KINGDOM: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 112
TABLE 67 UNITED KINGDOM: COGNITIVE COMPUTING, BY TECHNOLOGY 2018–2025 (USD MILLION) 112
TABLE 68 UNITED KINGDOM: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 113
TABLE 69 GERMANY: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 113
TABLE 70 GERMANY: COGNITIVE COMPUTING, BY TECHNOLOGY, 2018–2025 (USD MILLION) 114
TABLE 71 GERMANY: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 114
TABLE 72 FRANCE: COGNITIVE COMPUTING, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 115
TABLE 73 FRANCE: COGNITIVE COMPUTING, BY TECHNOLOGY, 2018–2025 (USD MILLION) 115
TABLE 74 FRANCE: COGNITIVE COMPUTING, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 116
TABLE 75 ITALY: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 117
TABLE 76 ITALY: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 117
TABLE 77 ITALY: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 118
TABLE 78 REST OF EUROPE: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 119
TABLE 79 REST OF EUROPE: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 119
TABLE 80 REST OF EUROPE: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 120
TABLE 81 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY COMPONENT 2018–2025 (USD MILLION) 121
TABLE 82 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY COUNTRY 2018–2025 (USD MILLION) 122
TABLE 83 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY SERVICE 2018–2025 (USD MILLION) 122
TABLE 84 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 123
TABLE 85 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 123
TABLE 86 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 123
TABLE 87 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 124
TABLE 88 ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2025 (USD MILLION) 124
TABLE 89 CHINA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018-2025 (USD MILLION) 125
TABLE 90 CHINA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 126
TABLE 91 CHINA: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 126
TABLE 92 SINGAPORE: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2025 (USD MILLION) 127
TABLE 93 SINGAPORE: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 127
TABLE 94 SINGAPORE: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 128
TABLE 95 INDIA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018-2025 (USD MILLION) 129
TABLE 96 INDIA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 129
TABLE 97 INDIA: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 130
TABLE 98 AUSTRALIA AND NEW ZEALAND: COGNITIVE COMPUTING MARKET SIZE BY INDUSTRY VERTICAL, 2018-2025 (USD MILLION) 131
TABLE 99 AUSTRALIA AND NEW ZEALAND: COGNITIVE COMPUTING MARKET SIZE BY TECHNOLOGY, 2018–2025 (USD MILLION) 131
TABLE 100 AUSTRALIA AND NEW ZEALAND: COGNITIVE COMPUTING MARKET SIZE BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 132
TABLE 101 REST OF ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2025 (USD MILLION) 133
TABLE 102 REST OF ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY, 2018–2025 (USD MILLION) 133
TABLE 103 REST OF ASIA PACIFIC: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION) 134
TABLE 104 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE BY COMPONENT, 2018–2025 (USD MILLION) 135
TABLE 105 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION) 135
TABLE 106 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 135
TABLE 107 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE BY TECHNOLOGY, 2018–2025 (USD MILLION) 136
TABLE 108 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 136
TABLE 109 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 137
TABLE 110 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 137
TABLE 111 MIDDLE EAST AND AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION) 138
TABLE 112 MIDDLE EAST: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 139
TABLE 113 MIDDLE EAST: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 139
TABLE 114 MIDDLE EAST: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 140
TABLE 115 AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 141
TABLE 116 AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 141
TABLE 117 AFRICA: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 142
TABLE 118 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY COMPONENT 2018–2025 (USD MILLION) 142
TABLE 119 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY SERVICE 2018–2025 (USD MILLION) 143
TABLE 120 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 143
TABLE 121 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 143
TABLE 122 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 144
TABLE 123 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 144
TABLE 124 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 145
TABLE 125 LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY COUNTRY 2018–2025 (USD MILLION) 145
TABLE 126 BRAZIL: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 146
TABLE 127 BRAZIL: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 147
TABLE 128 BRAZIL: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION 2018–2025 (USD MILLION) 147
TABLE 129 MEXICO: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL 2018–2025 (USD MILLION) 148
TABLE 130 MEXICO: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 148
TABLE 131 MEXICO: COGNITIVE COMPUTING MARKET SIZE, BY APPLICATION 2018–2025 (USD MILLION) 149
TABLE 132 ARGENTINA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 150
TABLE 133 ARGENTINA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY 2018–2025 (USD MILLION) 150
TABLE 134 ARGENTINA: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 151
TABLE 135 REST OF LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 152
TABLE 136 REST OF LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY TECHNOLOGY, 2018–2025 (USD MILLION) 152
TABLE 137 REST OF LATIN AMERICA: COGNITIVE COMPUTING MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 153