1    INTRODUCTION    35
1.1    OBJECTIVES OF THE STUDY    35
1.2    DEFINITION    35
1.3    STUDY SCOPE    36
1.3.1    MARKET COVERED    36
1.3.2    YEARS CONSIDERED FOR THE STUDY    37
1.4    CURRENCY    37
1.5    STAKEHOLDERS    37
2    RESEARCH METHODOLOGY    38
2.1    RESEARCH DATA    38
FIGURE 1    RESEARCH DESIGN    38
2.1.1    SECONDARY AND PRIMARY RESEARCH    40
2.1.2    SECONDARY DATA    40
2.1.2.1    Major secondary sources    40
2.1.2.2    Secondary sources    41
2.1.3    PRIMARY DATA    42
2.1.3.1    Primary interviews with experts    42
2.1.3.2    Primary sources    42
2.1.3.3    Breakdown of primaries    43
2.1.3.4    Key industry insights    43
2.2    MARKET SIZE ESTIMATION    43
2.2.1    BOTTOM-UP APPROACH    44
2.2.1.1    Approach for capturing market share by bottom-up analysis
(demand side)    44
FIGURE 2    BOTTOM-UP APPROACH    44
2.2.2    TOP-DOWN APPROACH    45
2.2.2.1    Approach for capturing market share by top-down analysis
(supply side)    45
FIGURE 3    TOP-DOWN APPROACH    45
2.3    MARKET BREAKDOWN AND DATA TRIANGULATION    46
FIGURE 4    DATA TRIANGULATION    46
2.4    ASSUMPTIONS    47
3    EXECUTIVE SUMMARY    48
FIGURE 5    AI (CHIPSETS) MARKET, BY HARDWARE, 2020 VS. 2026 (USD MILLION)    49
FIGURE 6    AI (CHIPSETS) MARKET, BY PROCESSOR, 2020 VS. 2026 (USD MILLION)    49
FIGURE 7    AI (CHIPSETS) MARKET, BY TECHNOLOGY, 2017-2026 (USD MILLION)    50
FIGURE 8    AI (CHIPSETS) MARKET, BY END-USER INDUSTRY, 2020 VS. 2026 (%)    51
FIGURE 9    AI (CHIPSETS) MARKET, BY REGION, 2019    52
3.1    COVID-19 IMPACT ANALYSIS    53
FIGURE 10    PRE- AND POST-COVID-19 SCENARIO ANALYSIS FOR AI (CHIPSETS) MARKET    53
3.1.1    PRE-COVID-19 SCENARIO    53
3.1.2    POST-COVID-19 SCENARIO    53
4    PREMIUM INSIGHTS    54
4.1    OVERVIEW OF THE AI (CHIPSETS) MARKET    54
FIGURE 11    IMPROVING COMPUTING EFFICIENCY OF AI CHIPSETS IS EXPECTED TO DRIVE THE MARKET BETWEEN 2020 AND 2026    54
4.2    AI (CHIPSETS) MARKET, BY HARDWARE    54
FIGURE 12    PROCESSOR TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET DURING THE FORECAST PERIOD    54
4.3    MACHINE LEARNING AI (CHIPSETS) MARKET, BY SUBTYPE    55
FIGURE 13    AI (CHIPSETS) MARKET FOR SUPERVISED LEARNING TO HOLD THE LARGEST SIZE BETWEEN 2020 AND 2026    55
4.4    ASIA PACIFIC: AI (CHIPSETS) MARKET, BY END-USER INDUSTRY AND COUNTRY    55
FIGURE 14    CHINA EXPECTED TO HOLD THE LARGEST SHARE OF THE APAC AI (CHIPSETS) MARKET IN 2018    55
4.5    AI (CHIPSETS) MARKET, BY COUNTRY    56
FIGURE 15    US TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET IN 2019    56
5    MARKET OVERVIEW    57
5.1    INTRODUCTION    57
5.2    MARKET DYNAMICS    57
FIGURE 16    GROWING NUMBER OF APPLICATIONS OF AI TECHNOLOGIES IN VARIOUS INDUSTRY VERTICALS ARE DRIVING MARKET GROWTH    58
5.2.1    DRIVERS    59
5.2.1.1    Increasingly large and complex dataset driving the need for AI    59
TABLE 1    AVERAGE NUMBER OF CONNECTED DEVICES PER CAPITA    60
FIGURE 17    IP TRAFFIC GROWTH PROJECTIONS UNTIL 2021    61
5.2.1.2    Adoption of AI for improving consumer services and reducing operational cost    61
5.2.1.3    Growing number of AI applications    62
5.2.1.4    Improving computing power    63
5.2.1.5    Growing adoption of deep learning and neural networks    63
5.2.2    RESTRAINTS    64
5.2.2.1    Lack of skilled AI workforce    64
5.2.3    OPPORTUNITIES    64
5.2.3.1    Increasing focus on developing human-aware AI systems    64
5.2.3.2    Bringing AI to edge devices    65
5.2.4    CHALLENGES    65
5.2.4.1    Low return on investment    65
TABLE 2    SOME PROMINENT INVESTMENTS IN THE AI MARKET IN THE PAST YEAR    66
5.2.4.2    Creating models and mechanisms for AI    67
5.2.4.3    Limited structured data    67
5.3    IMPACT OF COVID-19    68
5.4    ECOSYSTEM    69
FIGURE 18    ECOSYSTEM VIEW    70
5.5    PRICING ANALYSIS    70
TABLE 3    PRICE COMPARISON: AI CHIPSETS (LEADING COMPANIES)    71
5.6    TECHNOLOGY ANALYSIS    71
TABLE 4    COMPARISON OF AI CHIP TYPE    72
5.7    LIST OF EMERGING SME'S AND START-UPS OF AI (CHIPSETS) MARKET    72
5.8    CASE STUDIES    73
5.8.1    ACCELERATE ADOPTION OF AI IN DIAGNOSTIC RADIOLOGY    73
5.8.2    DETECTING GRAVITATIONAL WAVES MILLIONS OF LIGHT YEARS AWAY IN REAL-TIME    73
5.8.3    WIPRO’S PIPE SLEUTH WITH OPTIMIZED INFERENCE ON INTEL’S PROCESSORS ENABLES ANOMALY DETECTION    73
5.8.4    AI CATALYZES OPERATIONAL IMPROVEMENTS FOR MANUFACTURING AND SMART CITIES    73
5.8.5    INTEL’S DEEP LEARNING SOLUTIONS BRINGS TOUCH TO SOMATIC’S ROBOTS    73
6    ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY HARDWARE    74
6.1    INTRODUCTION    75
TABLE 5    AI (CHIPSETS) MARKET, BY HARDWARE, 2017–2019 (USD MILLION)    75
TABLE 6    AI (CHIPSETS) MARKET, BY HARDWARE, 2020–2026 (USD MILLION)    75
6.2    PROCESSOR    76
6.2.1    HIGH PARALLEL PROCESSING CAPABILITIES AND IMPROVED COMPUTING POWER HAVE RESULTED IN ADOPTION OF PROCESSORS    76
FIGURE 19    AI (CHIPSETS) PROCESSOR MARKET FOR GPU TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD    76
TABLE 7    AI (CHIPSETS) MARKET, BY PROCESSOR, 2017–2019 (USD MILLION)    77
TABLE 8    AI (CHIPSETS) MARKET, BY PROCESSOR, 2020–2026 (USD MILLION)    77
6.3    MEMORY    77
6.3.1    HIGH-BANDWIDTH MEMORY IS BEING DEVELOPED AND DEPLOYED FOR AI APPLICATIONS, INDEPENDENT OF ITS COMPUTING ARCHITECTURE    77
6.4    NETWORK    78
6.4.1    NVIDIA (US) AND INTEL (US) ARE KEY PROVIDERS OF NETWORK INTERCONNECT ADAPTERS FOR AI APPLICATIONS    78
7    ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY TECHNOLOGY    79
7.1    INTRODUCTION    80
TABLE 9    AI (CHIPSETS) MARKET, BY TECHNOLOGY, 2017–2019 (USD MILLION)    80
TABLE 10    AI (CHIPSETS) MARKET, BY TECHNOLOGY, 2020–2026 (USD MILLION)    80

7.2    MACHINE LEARNING    81
FIGURE 20    SUPERVISED LEARNING TO ACCOUNT FOR LARGEST SIZE OF AI (CHIPSETS) MARKET FOR MACHINE LEARNING THROUGHOUT FORECAST PERIOD    82
TABLE 11    AI (CHIPSETS) MARKET FOR MACHINE LEARNING, BY SUBTYPE, 2017–2019 (USD MILLION)    82
TABLE 12    AI (CHIPSETS) MARKET FOR MACHINE LEARNING, BY SUBTYPE, 2020–2026 (USD MILLION)    83
7.2.1    DEEP LEARNING    83
7.2.1.1    Deep learning uses artificial neural networks to learn
multiple levels of data    83
7.2.2    SUPERVISED LEARNING    84
7.2.2.1    Classification and regression are major segments of
supervised learning    84
7.2.3    UNSUPERVISED LEARNING    84
7.2.3.1    Unsupervised learning includes clustering methods consisting of algorithms with unlabeled training data    84
7.2.4    REINFORCEMENT LEARNING    84
7.2.4.1    Reinforcement learning allows systems and software to determine ideal behavior for maximizing the performance of systems    84
7.2.5    OTHERS    85
7.3    NATURAL LANGUAGE PROCESSING    85
7.3.1    NLP IS DEVELOPED FOR REAL-TIME TRANSLATION AND DEVELOPING SYSTEMS THAT CAN INTERACT THROUGH DIALOGUES    85
7.4    CONTEXT AWARE COMPUTING    85
7.4.1    DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS HAS ACCELERATED THE GROWTH OF CONTEXT AWARE COMPUTING    85
7.5    COMPUTER VISION    86
7.5.1    COMPUTER VISION ANALYZES INFORMATION OF DIFFERENT GEOMETRIC SHAPES, VOLUMES, AND PATTERN    86
7.6    PREDICTIVE ANALYSIS    86
7.6.1    PREDICTIVE ANALYSIS IS MAJORLY USED IN AGRICULTURE APPLICATIONS    86
8    ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY FUNCTION    87
8.1    INTRODUCTION    88
FIGURE 21    AI (CHIPSETS) MARKET FOR THE TRAINING FUNCTION IS PROJECTED TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD    88
TABLE 13    AI (CHIPSETS) MARKET, BY FUNCTION, 2017–2019 (USD MILLION)    88
TABLE 14    AI (CHIPSETS) MARKET, BY FUNCTION, 2020–2026 (USD MILLION)    88
8.2    TRAINING    89
8.2.1    BUILDING A GOOD MODEL IS DIRECTLY RELATED TO THE QUALITY AND QUANTITY OF DATA USED IN THE PROCESS OF A LEARNING MODEL    89
8.3    INFERENCE    89
8.3.1    ON-PREMISES INFERENCE PLATFORM IS ADOPTED TO GAIN FASTER RESULTS THAN THAT OF CLOUD    89

9    ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY END-USER INDUSTRY    90
9.1    INTRODUCTION    91
FIGURE 22    AI (CHIPSETS) MARKET FOR MANUFACTURING TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD    91
TABLE 15    AI (CHIPSETS) MARKET, BY END-USER INDUSTRY, 2017–2019
(USD MILLION)    92
TABLE 16    AI (CHIPSETS) MARKET, BY END-USER INDUSTRY, 2020–2026
(USD MILLION)    92
9.2    HEALTHCARE    93
9.2.1    GROWING PATIENT DATA IS DRIVING THE ADOPTION AI IN HEALTHCARE    93
TABLE 17    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY REGION, 2017–2019
(USD MILLION)    93
TABLE 18    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY REGION, 2020–2026
(USD MILLION)    93
TABLE 19    NORTH AMERICA: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY, 2017–2019 (USD MILLION)    94
TABLE 20    NORTH AMERICA: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY, 2020–2026 (USD MILLION)    94
TABLE 21    EUROPE: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY,
2017–2019 (USD MILLION)    94
TABLE 22    EUROPE: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY,
2020–2026 (USD MILLION)    95
TABLE 23    APAC: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY, 2017–2019 (USD MILLION)    95
TABLE 24    APAC: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY COUNTRY, 2020–2026 (USD MILLION)    95
TABLE 25    ROW: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY REGION, 2017–2019 (USD MILLION)    96
TABLE 26    ROW: AI (CHIPSETS) MARKET FOR HEALTHCARE, BY REGION, 2020–2026 (USD MILLION)    96
TABLE 27    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY TECHNOLOGY, 2017–2019 (USD MILLION)    96
TABLE 28    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY TECHNOLOGY, 2020–2026 (USD MILLION)    96
TABLE 29    MACHINE LEARNING IN HEALTHCARE AI (CHIPSETS) MARKET HEALTHCARE, BY SUBTYPE, 2017–2019 (USD MILLION)    97
TABLE 30    MACHINE LEARNING IN HEALTHCARE AI (CHIPSETS) MARKET HEALTHCARE, BY SUBTYPE, 2020–2026 (USD MILLION)    97
TABLE 31    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY APPLICATION, 2017–2019 (USD MILLION)    98
TABLE 32    AI (CHIPSETS) MARKET FOR HEALTHCARE, BY APPLICATION, 2020–2026 (USD MILLION)    98
9.2.1.1    Patient data & risk analysis    99
9.2.1.2    Lifestyle management & monitoring    99
9.2.1.3    Precision medicine    100
9.2.1.4    Inpatient care & hospital management    100
9.2.1.5    Medical imaging & diagnostics    101
9.2.1.6    Drug discovery    101
9.2.1.7    Virtual assistant    102
9.2.1.8    Wearables    102
9.2.1.9    Research    103
9.2.1.10    Healthcare assistance robots    103
9.2.1.11    Emergency room & surgery    103
9.2.1.12    Mental health    104
9.2.1.13    Cybersecurity    104
9.3    MANUFACTURING    105
9.3.1    INDUSTRY 4.0 IS THE DRIVING FACTOR FOR AI ADOPTION IN MANUFACTURING    105
TABLE 33    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY REGION, 2017–2019 (USD MILLION)    105
TABLE 34    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY REGION, 2020–2026 (USD MILLION)    105
TABLE 35    NORTH AMERICA: AI (CHIPSETS) MARKET FOR MANUFACTURING,
BY COUNTRY, 2017–2019 (USD MILLION)    106
TABLE 36    NORTH AMERICA: AI (CHIPSETS) MARKET FOR MANUFACTURING,
BY COUNTRY, 2020–2026 (USD MILLION)    106
TABLE 37    EUROPE: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY COUNTRY, 2017–2019 (USD MILLION)    106
TABLE 38    EUROPE: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY COUNTRY, 2020–2026 (USD MILLION)    107
TABLE 39    APAC: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY COUNTRY,
2017–2019 (USD MILLION)    107
TABLE 40    APAC: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY COUNTRY,
2020–2026 (USD MILLION)    107
TABLE 41    ROW: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY REGION,
2017–2019 (USD MILLION)    108
TABLE 42    ROW: AI (CHIPSETS) MARKET FOR MANUFACTURING, BY REGION,
2020–2026 (USD MILLION)    108
TABLE 43    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY TECHNOLOGY,
2017–2019 (USD MILLION)    108
TABLE 44    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY TECHNOLOGY,
2020–2026 (USD MILLION)    109
TABLE 45    MACHINE LEARNING IN MANUFACTURING AI (CHIPSETS) MARKET,
BY SUBTYPE, 2017–2019 (USD MILLION)    109
TABLE 46    MACHINE LEARNING IN MANUFACTURING AI (CHIPSETS) MARKET,
BY SUBTYPE, 2020–2026 (USD MILLION)    109
FIGURE 23    PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION APPLICATION EXPECTED TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET FOR MANUFACTURING DURING THE FORECAST PERIOD    110
TABLE 47    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY APPLICATION,
2017–2019 (USD MILLION)    110
TABLE 48    AI (CHIPSETS) MARKET FOR MANUFACTURING, BY APPLICATION,
2020–2026 (USD MILLION)    111
9.3.1.1    Material movement    111
9.3.1.2    Predictive maintenance and machinery inspection    111
9.3.1.3    Production planning    112
9.3.1.4    Field services    112
9.3.1.5    Reclamation    112
9.3.1.6    Quality control    112
9.4    AUTOMOTIVE    113
9.4.1    AUTOMATED DRIVING USING AI IS THE TREND IN THIS INDUSTRY    113
FIGURE 24    NORTH AMERICA TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET FOR AUTOMOTIVE DURING THE FORECAST PERIOD    113
TABLE 49    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY REGION, 2017–2019
(USD MILLION)    114
TABLE 50    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY REGION, 2020–2026
(USD MILLION)    114
TABLE 51    NORTH AMERICA: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY, 2017–2019 (USD MILLION)    114
TABLE 52    NORTH AMERICA: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY, 2020–2026 (USD MILLION)    115
TABLE 53    EUROPE: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY,
2017–2019 (USD MILLION)    115
TABLE 54    EUROPE: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY,
2020–2026 (USD MILLION)    115
TABLE 55    APAC: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY, 2017–2019 (USD MILLION)    116
TABLE 56    APAC: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY COUNTRY, 2020–2026 (USD MILLION)    116
TABLE 57    ROW: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY REGION, 2017–2019 (USD MILLION)    116
TABLE 58    ROW: AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY REGION, 2020–2026 (USD MILLION)    116
TABLE 59    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY TECHNOLOGY, 2017–2019 (USD MILLION)    117
TABLE 60    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY TECHNOLOGY, 2020–2026 (USD MILLION)    117
TABLE 61    MACHINE LEARNING IN AUTOMOTIVE AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION)    117
TABLE 62    MACHINE LEARNING IN AUTOMOTIVE AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION)    118
TABLE 63    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY APPLICATION, 2017–2019 (USD MILLION)    118
TABLE 64    AI (CHIPSETS) MARKET FOR AUTOMOTIVE, BY APPLICATION, 2020–2026 (USD MILLION)    118
9.4.1.1    Autonomous driving    118
9.4.1.2    Human–machine interface    119
9.4.1.3    Semi-autonomous driving    120
9.5    AGRICULTURE    120
9.5.1    ADOPTION OF AI TECHNOLOGIES SUCH AS ML AND COMPUTER VISION IS DRIVING THE MARKET    120
TABLE 65    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY REGION, 2017–2019
(USD MILLION)    120
TABLE 66    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY REGION, 2020–2026
(USD MILLION)    121
TABLE 67    NORTH AMERICA: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY, 2017–2019 (USD MILLION)    121
TABLE 68    NORTH AMERICA: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY, 2020–2026 (USD MILLION)    121
TABLE 69    EUROPE: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY,
2017–2019 (USD MILLION)    122
TABLE 70    EUROPE: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY,
2020–2026 (USD MILLION)    122
TABLE 71    APAC: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY, 2017–2019 (USD MILLION)    122
TABLE 72    APAC: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY COUNTRY, 2020–2026 (USD MILLION)    123
TABLE 73    ROW: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY REGION, 2017–2019 (USD MILLION)    123
TABLE 74    ROW: AI (CHIPSETS) MARKET FOR AGRICULTURE, BY REGION, 2020–2026 (USD MILLION)    123
FIGURE 25    MACHINE LEARNING TECHNOLOGY TO DOMINATE THE AI (CHIPSETS) MARKET FOR AGRICULTURE DURING THE FORECAST PERIOD    124
TABLE 75    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY TECHNOLOGY, 2017–2019 (USD MILLION)    124
TABLE 76    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY TECHNOLOGY, 2020–2026 (USD MILLION)    124
TABLE 77    MACHINE LEARNING IN AGRICULTURE AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION)    125
TABLE 78    MACHINE LEARNING IN AGRICULTURE AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION)    125
TABLE 79    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY APPLICATION, 2017–2019 (USD MILLION)    125
TABLE 80    AI (CHIPSETS) MARKET FOR AGRICULTURE, BY APPLICATION, 2020–2026 (USD MILLION)    126
9.5.1.1    Precision farming    126
9.5.1.2    Livestock monitoring    126
9.5.1.3    Drone analytics    127
9.5.1.4    Agricultural robots    127
9.5.1.5    Labor management    127
9.5.1.6    Others    128
9.6    RETAIL    128
9.6.1    ENHANCED CUSTOMER EXPERIENCE DUE TO AI IS DRIVING ITS
ADOPTION IN RETAIL    128
TABLE 81    AI (CHIPSETS) MARKET FOR RETAIL, BY REGION, 2017–2019 (USD MILLION)    129
TABLE 82    AI (CHIPSETS) MARKET FOR RETAIL, BY REGION, 2020–2026 (USD MILLION)    129
TABLE 83    NORTH AMERICA: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY,
2017–2019 (USD MILLION)    129
TABLE 84    NORTH AMERICA: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY,
2020–2026 (USD MILLION)    130
TABLE 85    EUROPE: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY, 2017–2019 (USD MILLION)    130
TABLE 86    EUROPE: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY, 2020–2026 (USD MILLION)    130
TABLE 87    APAC: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY, 2017–2019
(USD MILLION)    131
TABLE 88    APAC: AI (CHIPSETS) MARKET FOR RETAIL, BY COUNTRY, 2020–2026
(USD MILLION)    131
TABLE 89    ROW: AI (CHIPSETS) MARKET FOR RETAIL, BY REGION, 2017–2019
(USD MILLION)    131
TABLE 90    ROW: AI (CHIPSETS) MARKET FOR RETAIL, BY REGION, 2020–2026
(USD MILLION)    132
TABLE 91    AI (CHIPSETS) MARKET FOR RETAIL, BY TECHNOLOGY, 2017–2019
(USD MILLION)    132
TABLE 92    AI (CHIPSETS) MARKET FOR RETAIL, BY TECHNOLOGY, 2020–2026
(USD MILLION)    132
TABLE 93    MACHINE LEARNING IN RETAIL AI (CHIPSETS) MARKET, BY SUBTYPE,
2017–2019 (USD MILLION)    133
TABLE 94    MACHINE LEARNING IN RETAIL AI (CHIPSETS) MARKET, BY SUBTYPE,
2020–2026 (USD MILLION)    133
FIGURE 26    RETAIL AI (CHIPSETS) MARKET FOR VISUAL SEARCH TO GROW AT THE HIGHEST CAGR FROM 2020 TO 2026    134
TABLE 95    AI (CHIPSETS) MARKET FOR RETAIL, BY APPLICATION, 2017–2019
(USD MILLION)    134
TABLE 96    AI (CHIPSETS) MARKET FOR RETAIL, BY APPLICATION, 2020–2026
(USD MILLION)    135
9.6.1.1    Product recommendation and planning    135
9.6.1.2    Customer relationship management    135
9.6.1.3    Visual search    136
9.6.1.4    Virtual assistant    136
9.6.1.5    Price optimization    136
9.6.1.6    Payment services management    136
9.6.1.7    Supply chain management and demand planning    136
9.6.1.8    Others    137
9.7    CYBERSECURITY    137
9.7.1    INCREASED NUMBER OF CYBERSECURITY THREATS IS LEADING TO THE ADOPTION OF AI IN THIS INDUSTRY    137
TABLE 97    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2017–2019
(USD MILLION)    138
TABLE 98    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2020–2026
(USD MILLION)    138
TABLE 99    NORTH AMERICA: AI (CHIPSETS) MARKET FOR CYBERSECURITY,
BY COUNTRY, 2017–2019 (USD MILLION)    138
TABLE 100    NORTH AMERICA: AI (CHIPSETS) MARKET FOR CYBERSECURITY,
BY COUNTRY, 2020–2026 (USD MILLION)    139
TABLE 101    EUROPE: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2017–2019 (USD MILLION)    139
TABLE 102    EUROPE: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2020–2026 (USD MILLION)    139
TABLE 103    APAC: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2017–2019 (USD MILLION)    140
TABLE 104    APAC: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY COUNTRY,
2020–2026 (USD MILLION)    140
TABLE 105    ROW: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2017–2019 (USD MILLION)    140
TABLE 106    ROW: AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY REGION, 2020–2026 (USD MILLION)    141
TABLE 107    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2017–2019 (USD MILLION)    141
TABLE 108    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2020–2026 (USD MILLION)    141
TABLE 109    MACHINE LEARNING IN CYBERSECURITY AI (CHIPSETS) MARKET,
BY SUBTYPE, 2017–2019 (USD MILLION)    142
TABLE 110    MACHINE LEARNING IN CYBERSECURITY AI (CHIPSETS) MARKET,
BY SUBTYPE, 2020–2026 (USD MILLION)    142
FIGURE 27    ANTIVIRUS/ANTIMALWARE TO HOLD THE LARGEST SHARE OF THE AI (CHIPSETS) MARKET FOR CYBERSECURITY IN 2020    143
TABLE 111    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY APPLICATION, 2017–2019 (USD MILLION)    143
TABLE 112    AI (CHIPSETS) MARKET FOR CYBERSECURITY, BY APPLICATION, 2020–2026 (USD MILLION)    144
9.7.1.1    Identity and access management (IAM)    144
9.7.1.2    Risk and compliance management    144
9.7.1.3    Encryption    145
9.7.1.4    Data loss prevention    145
9.7.1.5    Unified threat management    145
9.7.1.6    Antivirus/antimalware    145
9.7.1.7    Intrusion detection/prevention systems    145
9.7.1.8    Others    146
9.8    HUMAN RESOURCES    146
9.8.1    AI ADOPTION IN HR IS RESHAPING HOW COMPANIES OPERATE    146
TABLE 113    AI (CHIPSETS) MARKET FOR HR, BY REGION, 2017–2019 (USD MILLION)    146
TABLE 114    AI (CHIPSETS) MARKET FOR HR, BY REGION, 2020–2026 (USD MILLION)    147
TABLE 115    NORTH AMERICA: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019 (USD MILLION)    147
TABLE 116    NORTH AMERICA: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026 (USD MILLION)    147
TABLE 117    EUROPE: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019
(USD MILLION)    148
TABLE 118    EUROPE: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026
(USD MILLION)    148
TABLE 119    APAC: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2017–2019
(USD MILLION)    148
TABLE 120    APAC: AI (CHIPSETS) MARKET FOR HR, BY COUNTRY, 2020–2026
(USD MILLION)    149
TABLE 121    ROW: AI (CHIPSETS) MARKET FOR HR, BY REGION, 2017–2019
(USD MILLION)    149
TABLE 122    ROW: AI (CHIPSETS) MARKET FOR HR, BY REGION, 2020–2026
(USD MILLION)    149
TABLE 123    AI (CHIPSETS) MARKET FOR HR, BY TECHNOLOGY, 2017–2019
(USD MILLION)    149
TABLE 124    AI (CHIPSETS) MARKET FOR HR, BY TECHNOLOGY, 2020–2026
(USD MILLION)    150
TABLE 125    MACHINE LEARNING IN HR AI (CHIPSETS) MARKET, BY SUBTYPE,
2017–2019 (USD MILLION)    150
TABLE 126    MACHINE LEARNING IN HR AI (CHIPSETS) MARKET, BY SUBTYPE,
2020–2026 (USD MILLION)    150
FIGURE 28    APPLICANT TRACKING & ASSESSMENT TO GROW AT THE HIGHEST CAGR IN THE AI (CHIPSETS) MARKET FOR HR THROUGHOUT THE FORECAST PERIOD    151
TABLE 127    AI (CHIPSETS) MARKET FOR HR, BY APPLICATION, 2017–2019
(USD MILLION)    151
TABLE 128    AI (CHIPSETS) MARKET FOR HR, BY APPLICATION, 2020–2026
(USD MILLION)    152
9.8.1.1    Virtual assistant    152
9.8.1.2    Sentiment analysis    152
9.8.1.3    Scheduling group meetings and interviews    152
9.8.1.4    Personalized learning and development    152
9.8.1.5    Applicant tracking & assessment    153
9.8.1.6    Employee engagement    153
9.8.1.7    Resume analysis    153
9.9    MARKETING    153
9.9.1    AI HAS MAJOR APPLICATIONS IN MARKETING    153
TABLE 129    AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2017–2019
(USD MILLION)    154
TABLE 130    AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2020–2026
(USD MILLION)    154
TABLE 131    NORTH AMERICA: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2017–2019 (USD MILLION)    154
TABLE 132    NORTH AMERICA: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2020–2026 (USD MILLION)    155
TABLE 133    EUROPE: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY,
2017–2019 (USD MILLION)    155
TABLE 134    EUROPE: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY,
2020–2026 (USD MILLION)    155
TABLE 135    APAC: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2017–2019 (USD MILLION)    156
TABLE 136    APAC: AI (CHIPSETS) MARKET FOR MARKETING, BY COUNTRY, 2020–2026 (USD MILLION)    156
TABLE 137    ROW: AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2017–2019 (USD MILLION)    156
TABLE 138    ROW: AI (CHIPSETS) MARKET FOR MARKETING, BY REGION, 2020–2026 (USD MILLION)    157
TABLE 139    AI (CHIPSETS) MARKET FOR MARKETING, BY TECHNOLOGY, 2017–2019 (USD MILLION)    157
TABLE 140    AI (CHIPSETS) MARKET FOR MARKETING, BY TECHNOLOGY, 2020–2026 (USD MILLION)    157
TABLE 141    MACHINE LEARNING IN MARKETING AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION)    158
TABLE 142    MACHINE LEARNING IN MARKETING AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION)    158
FIGURE 29    AI (CHIPSETS) MARKET FOR VIRTUAL ASSISTANT TO GROW AT THE HIGHEST CAGR BETWEEN 2020 AND 2026    159
TABLE 143    AI (CHIPSETS) MARKET FOR MARKETING, BY APPLICATION, 2017–2019
(USD MILLION)    159
TABLE 144    AI (CHIPSETS) MARKET FOR MARKETING, BY APPLICATION, 2020–2026
(USD MILLION)    160
9.9.1.1    Social media advertising    160
9.9.1.2    Search advertising    160
9.9.1.3    Dynamic pricing    160
9.9.1.4    Virtual assistant    160
9.9.1.5    Content curation    161
9.9.1.6    Sales & marketing automation    161
9.9.1.7    Analytics platform    161
9.9.1.8    Others    161
9.10    LAW    161
9.10.1    AI IS BEING USED IN LAW TO INCREASE PRODUCTIVITY AND MARGINS    161
TABLE 145    AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2017–2019 (USD MILLION)    162
TABLE 146    AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2020–2026 (USD MILLION)    162
TABLE 147    NORTH AMERICA: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY,
2017–2019 (USD MILLION)    162
TABLE 148    NORTH AMERICA: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY,
2020–2026 (USD MILLION)    163
TABLE 149    EUROPE: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2017–2019
(USD MILLION)    163
TABLE 150    EUROPE: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2020–2026
(USD MILLION)    163
TABLE 151    APAC: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2017–2019
(USD MILLION)    164
TABLE 152    APAC: AI (CHIPSETS) MARKET FOR LAW, BY COUNTRY, 2020–2026
(USD MILLION)    164
TABLE 153    ROW: AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2017–2019
(USD MILLION)    164
TABLE 154    ROW: AI (CHIPSETS) MARKET FOR LAW, BY REGION, 2020–2026
(USD MILLION)    165
TABLE 155    AI (CHIPSETS) MARKET FOR LAW, BY TECHNOLOGY, 2017–2019
(USD MILLION)    165
TABLE 156    AI (CHIPSETS) MARKET FOR LAW, BY TECHNOLOGY, 2020–2026
(USD MILLION)    165
TABLE 157    MACHINE LEARNING IN LAW AI (CHIPSETS) MARKET, BY SUBTYPE,
2017–2019 (USD MILLION)    165
TABLE 158    MACHINE LEARNING IN LAW AI (CHIPSETS) MARKET, BY SUBTYPE,
2020–2026 (USD MILLION)    166
FIGURE 30    LEGAL RESEARCH TO HOLD THE LARGEST MARKET SHARE IN 2020    166
TABLE 159    AI (CHIPSETS) MARKET FOR LAW, BY APPLICATION, 2017–2019
(USD MILLION)    166
TABLE 160    AI (CHIPSETS) MARKET FOR LAW, BY APPLICATION, 2020–2026
(USD MILLION)    167
9.10.1.1    Ediscovery    167
9.10.1.2    Legal research    167
9.10.1.3    Contract analysis    167
9.10.1.4    Case prediction    167
9.10.1.5    Compliance    168
9.10.1.6    Others    168
9.11    FINTECH    168
9.11.1    AI IS USED IN FINTECH COMPANIES TO DESIGN INVESTMENT STRATEGIES    168
TABLE 161    AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2017–2019
(USD MILLION)    168
TABLE 162    AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2020–2026
(USD MILLION)    169
TABLE 163    NORTH AMERICA: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY,
2017–2019 (USD MILLION)    169
TABLE 164    NORTH AMERICA: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY,
2020–2026 (USD MILLION)    169
TABLE 165    EUROPE: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2017–2019 (USD MILLION)    170
TABLE 166    EUROPE: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2020–2026 (USD MILLION)    170
TABLE 167    APAC: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2017–2019
(USD MILLION)    170
TABLE 168    APAC: AI (CHIPSETS) MARKET FOR FINTECH, BY COUNTRY, 2020–2026
(USD MILLION)    171
TABLE 169    ROW: AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2017–2019
(USD MILLION)    171
TABLE 170    ROW: AI (CHIPSETS) MARKET FOR FINTECH, BY REGION, 2020–2026
(USD MILLION)    171
TABLE 171    AI (CHIPSETS) MARKET FOR FINTECH, BY TECHNOLOGY, 2017–2019
(USD MILLION)    171
TABLE 172    AI (CHIPSETS) MARKET FOR FINTECH, BY TECHNOLOGY, 2020–2026
(USD MILLION)    172
TABLE 173    MACHINE LEARNING IN FINTECH AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION)    172
TABLE 174    MACHINE LEARNING IN FINTECH AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION)    172
FIGURE 31    VIRTUAL ASSISTANT PROJECTED TO WITNESS THE FASTEST GROWTH BETWEEN 2020 AND 2026    173
TABLE 175    AI (CHIPSETS) MARKET FOR FINTECH, BY APPLICATION, 2017–2019
(USD MILLION)    173
TABLE 176    AI (CHIPSETS) MARKET FOR FINTECH, BY APPLICATION, 2020–2026
(USD MILLION)    173
9.11.1.1    Virtual assistant    174
9.11.1.2    Business analytics and reporting    174
9.11.1.3    Customer behavior analytics    174
9.11.1.4    Others    174
9.12    GOVERNMENT    175
9.12.1    GOVERNMENT BODIES ARE ADOPTING AI TO TACKLE CYBERTERRORISM    175
TABLE 177    AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2017–2019
(USD MILLION)    176
TABLE 178    AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2020–2026
(USD MILLION)    176
TABLE 179    NORTH AMERICA: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2017–2019 (USD MILLION)    176
TABLE 180    NORTH AMERICA: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2020–2026 (USD MILLION)    177
TABLE 181    EUROPE: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY,
2017–2019 (USD MILLION)    177
TABLE 182    EUROPE: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY,
2020–2026 (USD MILLION)    177
TABLE 183    APAC: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2017–2019 (USD MILLION)    178
TABLE 184    APAC: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY COUNTRY, 2020–2026 (USD MILLION)    178
TABLE 185    ROW: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2017–2019 (USD MILLION)    178
TABLE 186    ROW: AI (CHIPSETS) MARKET FOR GOVERNMENT, BY REGION, 2020–2026 (USD MILLION)    179
TABLE 187    AI (CHIPSETS) MARKET FOR GOVERNMENT, BY TECHNOLOGY, 2017–2019 (USD MILLION)    179
TABLE 188    AI (CHIPSETS) MARKET FOR GOVERNMENT, BY TECHNOLOGY, 2020–2026 (USD MILLION)    179
TABLE 189    MACHINE LEARNING IN GOVERNMENT AI (CHIPSETS) MARKET, BY SUBTYPE, 2017–2019 (USD MILLION)    180
TABLE 190    MACHINE LEARNING IN GOVERNMENT AI (CHIPSETS) MARKET, BY SUBTYPE, 2020–2026 (USD MILLION)    180
10    ARTIFICIAL INTELLIGENCE (CHIPSETS) MARKET, BY REGION    181
10.1    INTRODUCTION    182
FIGURE 32    RAPIDLY GROWING MARKETS SUCH AS CHINA, JAPAN, GERMANY, AND INDIA EMERGING AS NEW HOTSPOTS IN AI (CHIPSETS) MARKET    183
FIGURE 33    AI (CHIPSETS) MARKET IN APAC TO GROW AT HIGHEST CAGR FROM
2020 TO 2026    183
TABLE 191    AI (CHIPSETS) MARKET, BY REGION, 2017–2019 (USD MILLION)    184
TABLE 192    AI (CHIPSETS) MARKET, BY REGION, 2020–2026 (USD MILLION)    184
10.2    NORTH AMERICA    184
FIGURE 34    MARKET SNAPSHOT: NORTH AMERICA    185
TABLE 193    AI (CHIPSETS) MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2019
(USD MILLION)    186
TABLE 194    AI (CHIPSETS) MARKET IN NORTH AMERICA, BY COUNTRY, 2020–2026
(USD MILLION)    186
TABLE 195    AI (CHIPSETS) MARKET IN NORTH AMERICA, BY END-USER INDUSTRY,
2017–2019 (USD MILLION)    186
TABLE 196    AI (CHIPSETS) MARKET IN NORTH AMERICA, BY END-USER INDUSTRY,
2020–2026 (USD MILLION)    187
10.2.1    US    187
10.2.1.1    US is among the frontrunners in terms of adoption of AI in various end-user industries    187
10.2.2    CANADA    188
10.2.2.1    Government funding and extensive startup activities, especially in
AI, are supporting the growth of AI in the region    188
10.2.3    MEXICO    188
10.2.3.1    Increase in productivity and reduction in cost are leading to the adoption of AI in various end-use industries in Mexico    188
10.3    EUROPE    189
FIGURE 35    MARKET SNAPSHOT: EUROPE    190
TABLE 197    AI (CHIPSETS) MARKET IN EUROPE, BY COUNTRY, 2017–2019
(USD MILLION)    191
TABLE 198    AI (CHIPSETS) MARKET IN EUROPE, BY COUNTRY, 2020–2026
(USD MILLION)    191
TABLE 199    AI (CHIPSETS) MARKET IN EUROPE, BY END-USER INDUSTRY, 2017–2019 (USD MILLION)    192
TABLE 200    AI (CHIPSETS) MARKET IN EUROPE, BY END-USER INDUSTRY, 2020–2026 (USD MILLION)    192
10.3.1    UK    193
10.3.1.1    Increasing demand in healthcare is driving the market for AI chipsets in the UK    193
10.3.2    GERMANY    193
10.3.2.1    Implementation of big data in manufacturing plants has resulted in the adoption of AI-based solutions in Germany    193
10.3.3    FRANCE    194
10.3.3.1    Increased funding and rising AI startups are expected to proliferate
AI in France    194
10.3.4    ITALY    194
10.3.4.1    Cybersecurity threats are driving the adoption of AI    194
10.3.5    SPAIN    195
10.3.5.1    Cybersecurity is among emerging trends of AI in Spain    195
10.3.6    REST OF EUROPE    195

10.4    APAC    196
FIGURE 36    MARKET SNAPSHOT: ASIA PACIFIC    197
TABLE 201    AI (CHIPSETS) MARKET IN APAC, BY COUNTRY, 2017–2019 (USD MILLION)    198
TABLE 202    AI (CHIPSETS) MARKET IN APAC, BY COUNTRY, 2020–2026 (USD MILLION)    198
TABLE 203    AI (CHIPSETS) MARKET IN APAC, BY END-USER INDUSTRY, 2017–2019
(USD MILLION)    199
TABLE 204    AI (CHIPSETS) MARKET IN APAC, BY END-USER INDUSTRY, 2020–2026
(USD MILLION)    199
10.4.1    CHINA    200
10.4.1.1    The manufacturing sector in China is growing rapidly, resulting in the introduction of new robotics and big data technologies    200
10.4.2    JAPAN    200
10.4.2.1    Federal initiatives and presence of world-leading manufacturing companies are expected to boost the market in Japan    200
10.4.3    SOUTH KOREA    201
10.4.3.1    Increased spending on AI infrastructure is driving the market in
South Korea    201
10.4.4    INDIA    201
10.4.4.1    India is one of the promising regions for AI-based start-ups    201
10.4.5    REST OF APAC    202
10.5    REST OF THE WORLD    203
FIGURE 37    MARKET SNAPSHOT: REST OF THE WORLD    203
TABLE 205    AI (CHIPSETS) MARKET IN ROW, BY REGION, 2017–2019 (USD MILLION)    203
TABLE 206    AI (CHIPSETS) MARKET IN ROW, BY REGION, 2020–2026 (USD MILLION)    204
TABLE 207    AI (CHIPSETS) MARKET IN ROW, BY END-USER INDUSTRY, 2017–2019
(USD MILLION)    204
TABLE 208    AI (CHIPSETS) MARKET IN ROW, BY END-USER INDUSTRY, 2020–2026
(USD MILLION)    205
10.5.1    MIDDLE EAST AND AFRICA    205
10.5.1.1    Increased investment in information and communication technologies is driving the market in MEA    205
10.5.2    SOUTH AMERICA    206
10.5.2.1    South America invests heavily in IT services    206
11    COMPETITIVE LANDSCAPE    207
11.1    OVERVIEW    207
FIGURE 38    COMPANIES ADOPTED NEW PRODUCT DEVELOPMENTS AS THE KEY GROWTH STRATEGY BETWEEN 2017 AND 2020    208
11.2    MARKET RANKING ANALYSIS: AI (CHIPSETS) MARKET    209
TABLE 209    RANKING OF THE KEY COMPANIES IN THE AI (CHIPSETS) MARKET, 2019    209
11.3    MARKET SHARE ANALYSIS    211
TABLE 210    AI (CHIPSETS) MARKET SHARE ANALYSIS, 2019    211
11.4    COMPETITIVE LEADERSHIP MAPPING    212
11.4.1    VISIONARY LEADERS    212
11.4.2    DYNAMIC DIFFERENTIATORS    212
11.4.3    INNOVATORS    212
11.4.4    EMERGING COMPANIES    213
FIGURE 39    AI (CHIPSETS) MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019    213
11.5    COMPETITIVE SITUATION AND TRENDS    214
FIGURE 40    BATTLE FOR MARKET SHARE: NEW PRODUCT DEVELOPMENTS WERE A KEY STRATEGY BETWEEN 2017 AND 2020    214
11.5.1    NEW PRODUCT DEVELOPMENTS AND LAUNCHES    215
TABLE 211    NEW PRODUCT LAUNCHES AND DEVELOPMENTS, 2017–2020    215
11.5.2    COLLABORATIONS AND PARTNERSHIPS    218
TABLE 212    COLLABORATIONS AND PARTNERSHIPS, 2017–2020    218
11.5.3    ACQUISITIONS    221
TABLE 213    ACQUISITIONS, 2017–2020    221
12    COMPANY PROFILES    223
12.1    KEY PLAYERS    223
(Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View)*
12.1.1    NVIDIA    223
FIGURE 41    NVIDIA: COMPANY SNAPSHOT    224
12.1.2    INTEL    230
FIGURE 42    INTEL: COMPANY SNAPSHOT    230
12.1.3    XILINX    234
FIGURE 43    XILINX: COMPANY SNAPSHOT    235
12.1.4    SAMSUNG    239
FIGURE 44    SAMSUNG: COMPANY SNAPSHOT    239
12.1.5    MICRON    244
FIGURE 45    MICRON: COMPANY SNAPSHOT    244
12.1.6    QUALCOMM TECHNOLOGIES    250
FIGURE 46    QUALCOMM TECHNOLOGIES: COMPANY SNAPSHOT    250
12.1.7    IBM    255
FIGURE 47    IBM CORPORATION: COMPANY SNAPSHOT    255
12.1.8    GOOGLE    261
FIGURE 48    GOOGLE: COMPANY SNAPSHOT    261
12.1.9    MICROSOFT    263
FIGURE 49    MICROSOFT: COMPANY SNAPSHOT    263
12.1.10    AMAZON WEB SERVICES (AWS)    266
FIGURE 50    AWS: COMPANY SNAPSHOT    266
* Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
12.2    OTHER COMPANIES    270
12.2.1    AMD    270
12.2.2    GENERAL VISION    271
12.2.3    GRAPHCORE    271
12.2.4    MEDIATEK    272
12.2.5    HUAWEI TECHNOLOGIES    273
12.2.6    FUJITSU    274
12.2.7    WAVE COMPUTING    274
12.2.8    MYTHIC    275
12.2.9    ZERO ASIC    275
12.2.10    KONIKU    276
12.2.11    TENSTORRENT    276
12.2.12    SAMBANOVA    277
12.2.13    KALRAY    277
12.2.14    XMOS    278
12.2.15    GREENWAVES TECHNOLOGIES    278
13    APPENDIX    279
13.1    INSIGHTS FROM INDUSTRY EXPERTS    279
13.2    DISCUSSION GUIDE    280
13.3    KNOWLEDGE STORE  284
13.4    AVAILABLE CUSTOMIZATIONS    286
13.5    RELATED REPORTS    286
13.6    AUTHOR DETAILS    288