Table of Content

1 INTRODUCTION 31
1.1 STUDY OBJECTIVES 31
1.2 MARKET DEFINITION 31
1.3 STUDY SCOPE 32
1.3.1 MARKETS COVERED 32
FIGURE 1 AI SENSOR MARKET SEGMENTATION 32
1.3.2 INCLUSIONS AND EXCLUSIONS 32
1.3.3 REGIONS COVERED 33
1.3.4 YEARS CONSIDERED 33
1.4 CURRENCY CONSIDERED 33
1.5 STAKEHOLDERS 34

2 RESEARCH METHODOLOGY 35
2.1 RESEARCH DATA 35
FIGURE 2 RESEARCH DESIGN 35
2.1.1 SECONDARY DATA 36
2.1.1.1 Key secondary sources 36
2.1.1.2 Key data from secondary sources 36
2.1.2 PRIMARY DATA 37
2.1.2.1 Primary interviews with experts 37
2.1.2.2 Breakdown of primary interviews 37
2.1.3 SECONDARY AND PRIMARY RESEARCH 38
2.1.3.1 Key industry insights 39
2.2 MARKET SIZE ESTIMATION 39
FIGURE 3 RESEARCH PROCESS FLOW 40
2.2.1 BOTTOM-UP APPROACH 40
2.2.1.1 Estimating market size by bottom-up approach (demand-side) 40
FIGURE 4 BOTTOM-UP APPROACH 41
FIGURE 5 DEMAND-SIDE ANALYSIS FOR MARKET SIZE ESTIMATION 41
2.2.2 TOP-DOWN APPROACH 41
2.2.2.1 Estimating market size by top-down approach (supply-side) 42
FIGURE 6 TOP-DOWN APPROACH 42
FIGURE 7 SUPPLY-SIDE ANALYSIS FOR MARKET SIZE ESTIMATION 42
2.3 DATA TRIANGULATION 43
FIGURE 8 DATA TRIANGULATION 43
2.4 RESEARCH ASSUMPTIONS 44
2.5 RESEARCH LIMITATIONS 44
2.6 RISK ASSESSMENT 45

3 EXECUTIVE SUMMARY 46
FIGURE 9 GDP GROWTH PROJECTION FOR MAJOR ECONOMIES, 2021–2023 47
FIGURE 10 IMPACT OF RECESSION ON AI SENSOR MARKET, 2019–2028 (USD MILLION) 47
FIGURE 11 MACHINE LEARNING TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 48
FIGURE 12 MOTION SENSORS TO SURPASS OTHER TYPES OF SENSORS
FROM 2023 TO 2028 48
FIGURE 13 CONSUMER ELECTRONICS TO GROW AT HIGHER CAGR BY 2028 49
FIGURE 14 ASIA PACIFIC TO BE FASTEST-GROWING REGION DURING FORECAST PERIOD 49

4 PREMIUM INSIGHTS 51
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI SENSOR MARKET 51
FIGURE 15 GROWING DEMAND FOR AI SENSORS IN IOT-BASED DEVICES ACROSS CONSUMER ELECTRONICS AND AUTOMOTIVE APPLICATIONS 51
4.2 AI SENSOR MARKET, BY TECHNOLOGY 51
FIGURE 16 MACHINE LEARNING TO CAPTURE LARGEST MARKET SIZE DURING FORECAST PERIOD 51
4.3 ASIA PACIFIC AI SENSOR MARKET, BY APPLICATION AND COUNTRY 52
FIGURE 17 CONSUMER ELECTRONICS AND CHINA TO BE LARGEST SHAREHOLDERS IN 2023 52
4.4 AI SENSOR MARKET, BY SENSOR TYPE 52
FIGURE 18 OPTICAL SENSORS TO BE FASTEST-GROWING SEGMENT BY 2028 52
4.5 AI SENSOR MARKET, BY GEOGRAPHY 53
FIGURE 19 INDIA TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 53

5 MARKET OVERVIEW 54
5.1 INTRODUCTION 54
5.2 MARKET DYNAMICS 54
FIGURE 20 AI SENSOR MARKET DYNAMICS 54
5.2.1 DRIVERS 55
5.2.1.1 Growing demand for AI sensors in IoT-based devices across home automation and automotive applications 55
5.2.1.2 Smart infrastructure and digitalization to facilitate edge computing growth 55
5.2.1.3 Increased use of AI sensor-equipped wireless technologies 56
5.2.2 RESTRAINTS 56
5.2.2.1 High installation and maintenance cost 56
5.2.2.2 Lack of trust and awareness among end users 56
5.2.2.3 Complexity in data storage 57
5.2.3 OPPORTUNITIES 57
5.2.3.1 Growing preference for AI sensor-enabled wearables 57
5.2.3.2 Advancements in sensor technologies 57
5.2.3.3 Increasing adoption of AI sensors in agriculture and robotics 58
5.2.3.4 Rapid growth of smart home infrastructure 58
5.2.4 CHALLENGES 59
5.2.4.1 Increasing threat of cybersecurity in AI-based devices 59
FIGURE 21 CYBER-ATTACKS PER ORGANIZATION BY INDUSTRY IN 2021 59
5.2.4.2 Lack of skilled workforce 60
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 60
FIGURE 22 REVENUE SHIFT AND NEW REVENUE POCKETS FOR AI SENSOR MARKET 60
5.4 PRICING ANALYSIS 61
TABLE 1 AVERAGE SELLING PRICE OF AI SENSORS, BY SENSOR TYPE,
2022–2028 (USD) 61
5.5 VALUE CHAIN ANALYSIS 61
FIGURE 23 VALUE CHAIN ANALYSIS 62
5.6 ECOSYSTEM ANALYSIS 63
TABLE 2 AI SENSOR MARKET ECOSYSTEM 63
5.7 TECHNOLOGY ANALYSIS 64
5.7.1 MICRO-ELECTRO-MECHANICAL SYSTEM (MEMS) SENSOR TECHNOLOGY 64
5.7.2 SMART SENSOR TECHNOLOGY 64
5.7.3 AI SENSOR TECHNOLOGY 64
5.8 PATENT ANALYSIS 64
FIGURE 24 COMPANIES WITH HIGHEST PATENT APPLICATIONS IN PAST 10 YEARS 64
TABLE 3 LEADING PATENT OWNERS IN US IN PAST 10 YEARS 65
FIGURE 25 NUMBER OF PATENTS GRANTED PER YEAR, 2012–2022 66
TABLE 4 MAJOR PATENTS IN AI SENSOR MARKET 66
5.9 TRADE AND TARIFF DATA 71
5.9.1 TRADE DATA 71
5.9.1.1 HS Code 902690 71
FIGURE 26 IMPORT DATA, BY COUNTRY, 2017?2021 (USD MILLION) 72
FIGURE 27 EXPORT DATA, BY COUNTRY, 2017?2021 (USD MILLION) 72
5.9.2 TARIFF DATA 73
TABLE 5 TARIFF FOR PRODUCTS EXPORTED BY US UNDER HS CODE 902690 73
TABLE 6 TARIFF FOR PRODUCTS EXPORTED BY JAPAN UNDER HS CODE 902690 73
TABLE 7 TARIFF FOR PRODUCTS EXPORTED BY GERMANY UNDER HS CODE 902690 73
TABLE 8 TARIFF FOR PRODUCTS EXPORTED BY CHINA UNDER HS CODE 902690 74
TABLE 9 TARIFF FOR PRODUCTS EXPORTED BY SWITZERLAND UNDER HS CODE 902690 74
5.10 KEY CONFERENCES AND EVENTS 74
TABLE 10 CONFERENCES AND EVENTS, 2023–2024 74
5.11 REGULATORY LANDSCAPE 76
5.11.1 STANDARDS 76
5.11.1.1 IEEE 1451 76
5.11.1.2 IEEE C37.118 76
5.11.1.3 ISO 19891-1 76
5.11.1.4 International Electrotechnical Commission (IEC) 76
5.11.1.5 Atmosphere Explosible (ATEX) 77
5.11.1.6 Edison Testing Laboratories (ETL) 77
5.11.2 REGULATIONS 77
5.12 PORTER’S FIVE FORCES ANALYSIS 78
TABLE 11 IMPACT OF PORTER’S FIVE FORCES ON AI SENSOR MARKET 78
FIGURE 28 PORTER’S FIVE FORCES ANALYSIS 79
5.12.1 INTENSITY OF COMPETITIVE RIVALRY 79
5.12.2 BARGAINING POWER OF SUPPLIERS 79
5.12.3 BARGAINING POWER OF BUYERS 80
5.12.4 THREAT OF SUBSTITUTES 80
5.12.5 THREAT OF NEW ENTRANTS 80
5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 80
5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 80
FIGURE 29 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 80
TABLE 12 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS (%) 81
5.13.2 BUYING CRITERIA 81
FIGURE 30 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 81
TABLE 13 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 81

6 AI SENSOR MARKET, BY TYPE 82
6.1 INTRODUCTION 82
6.2 NEURAL NETWORK 82
6.3 CASE-BASED REASONING 82
6.4 INDUCTIVE LEARNING 82
6.5 AMBIENT INTELLIGENCE 83

7 AI SENSOR MARKET, BY SENSOR TYPE 84
7.1 INTRODUCTION 85
FIGURE 31 AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 85
TABLE 14 AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 85
TABLE 15 AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 86
TABLE 16 AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (THOUSAND UNITS) 86
TABLE 17 AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (THOUSAND UNITS) 86
7.2 PRESSURE SENSORS 87
7.2.1 ABILITY TO DEVELOP HIGH-PERFORMANCE EQUIPMENT AND REDUCE MANUFACTURING TIME 87
TABLE 18 PRESSURE SENSORS: AI SENSOR MARKET, BY APPLICATION,
2019–2022 (USD MILLION) 87
TABLE 19 PRESSURE SENSORS: AI SENSOR MARKET, BY APPLICATION,
2023–2028 (USD MILLION) 88
TABLE 20 PRESSURE SENSORS: AI SENSOR MARKET, BY APPLICATION,
2019–2022 (THOUSAND UNITS) 88
TABLE 21 PRESSURE SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 89
7.3 POSITION SENSORS 89
7.3.1 ACCURATE MOTION CONTROL AND IMPROVED PROCESS EFFICIENCY AND SAFETY 89
TABLE 22 POSITION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 89
TABLE 23 POSITION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 90
TABLE 24 POSITION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 90
TABLE 25 POSITION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 91
7.4 TEMPERATURE SENSORS 91
7.4.1 WIDE-SCALE USE IN MEASUREMENT CONTROL SYSTEMS AND INSTRUMENTATION 91
TABLE 26 TEMPERATURE SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 91
TABLE 27 TEMPERATURE SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 92
TABLE 28 TEMPERATURE SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 92
TABLE 29 TEMPERATURE SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 93
7.5 OPTICAL SENSORS 93
7.5.1 USED IN AEROSPACE & DEFENSE, OIL & GAS, HEALTHCARE, CONSTRUCTION, CONSUMER ELECTRONICS, AND AUTOMOTIVE INDUSTRIES 93
TABLE 30 OPTICAL SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 93
TABLE 31 OPTICAL SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 94
TABLE 32 OPTICAL SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 94
TABLE 33 OPTICAL SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 95
7.6 ULTRASONIC SENSORS 95
7.6.1 DEPLOYMENT IN AUTOMOBILE SELF-PARKING TECHNOLOGY AND ANTI-COLLISION SAFETY SYSTEMS 95
TABLE 34 ULTRASONIC SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 95
TABLE 35 ULTRASONIC SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 96
TABLE 36 ULTRASONIC SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 96
TABLE 37 ULTRASONIC SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 97
7.7 MOTION SENSORS 97
7.7.1 GROWING USAGE IN CONSUMER ELECTRONICS AND GAMING INDUSTRY 97
TABLE 38 MOTION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 98
TABLE 39 MOTION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 98
TABLE 40 MOTION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 98
TABLE 41 MOTION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 99
7.8 NAVIGATION SENSORS 99
7.8.1 INCREASED ADOPTION IN AUTOMOBILES, AIRCRAFT, SHIPS, SUBMARINES, DEFENSE, AND ROBOTICS 99
TABLE 42 NAVIGATION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 100
TABLE 43 NAVIGATION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 100
TABLE 44 NAVIGATION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (THOUSAND UNITS) 101
TABLE 45 NAVIGATION SENSORS: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (THOUSAND UNITS) 101

8 AI SENSOR MARKET, BY TECHNOLOGY 102
8.1 INTRODUCTION 103
FIGURE 32 AI SENSOR MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 103
TABLE 46 AI SENSOR MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION) 103
TABLE 47 AI SENSOR MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 103
8.2 MACHINE LEARNING 104
8.2.1 DEEP LEARNING 104
8.2.1.1 Ability to build hierarchical representations 104
8.2.2 SUPERVISED LEARNING 105
8.2.2.1 Algorithm learns to make predictions or decisions based on labeled training data 105
8.2.3 UNSUPERVISED LEARNING 105
8.2.3.1 Includes clustering methods consisting of algorithms with unlabeled training data 105
8.2.4 REINFORCEMENT LEARNING 105
8.2.4.1 Allows systems and software to determine ideal behavior for maximizing performance of systems 105
8.2.5 OTHER MACHINE LEARNING TECHNOLOGIES 106
8.3 NATURAL LANGUAGE PROCESSING 106
8.3.1 REAL-TIME TRANSLATION AND ABILITY TO COMMUNICATE IN NATURAL LANGUAGE WITH SYSTEMS 106
8.4 CONTEXT-AWARE COMPUTING 106
8.4.1 HIGH DEMAND FOR HARD AND SOFT SENSORS 106
8.5 COMPUTER VISION 107
8.5.1 DEVELOPING ALGORITHMS AND TECHNIQUES TO ANALYZE, PROCESS, AND INTERPRET DIGITAL IMAGES AND VIDEOS 107

9 AI SENSOR MARKET, BY APPLICATION 108
9.1 INTRODUCTION 109
FIGURE 33 AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 109
TABLE 48 AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 109
TABLE 49 AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 109
9.2 AUTOMOTIVE 110
9.2.1 PRIMARY ADOPTERS OF AI SENSING TECHNOLOGY 110
TABLE 50 AUTOMOTIVE: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 111
TABLE 51 AUTOMOTIVE: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 111
TABLE 52 AUTOMOTIVE: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 112
TABLE 53 AUTOMOTIVE: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 112
TABLE 54 NORTH AMERICA AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2019–2022 (USD MILLION) 112
TABLE 55 NORTH AMERICA AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2023–2028 (USD MILLION) 112
TABLE 56 EUROPE AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2019–2022 (USD MILLION) 113
TABLE 57 EUROPE AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2023–2028 (USD MILLION) 113
TABLE 58 ASIA PACIFIC AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2019–2022 (USD MILLION) 113
TABLE 59 ASIA PACIFIC AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2023–2028 (USD MILLION) 114
TABLE 60 ROW AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2019–2022 (USD MILLION) 114
TABLE 61 ROW AI SENSOR MARKET FOR AUTOMOTIVE, BY COUNTRY, 2023–2028 (USD MILLION) 114
9.3 CONSUMER ELECTRONICS 114
9.3.1 GROWING INCLINATION TOWARD SMART DEVICES 114
TABLE 62 CONSUMER ELECTRONICS: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 115
TABLE 63 CONSUMER ELECTRONICS: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 115
TABLE 64 CONSUMER ELECTRONICS: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 116
TABLE 65 CONSUMER ELECTRONICS: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 116
TABLE 66 NORTH AMERICA AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2019–2022 (USD MILLION) 116
TABLE 67 NORTH AMERICA AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2023–2028 (USD MILLION) 117
TABLE 68 EUROPE AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2019–2022 (USD MILLION) 117
TABLE 69 EUROPE AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2023–2028 (USD MILLION) 117
TABLE 70 ASIA PACIFIC AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2019–2022 (USD MILLION) 118
TABLE 71 ASIA PACIFIC AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2023–2028 (USD MILLION) 118
TABLE 72 ROW AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2019–2022 (USD MILLION) 118
TABLE 73 ROW AI SENSOR MARKET FOR CONSUMER ELECTRONICS, BY COUNTRY, 2023–2028 (USD MILLION) 118
9.4 MANUFACTURING 119
9.4.1 AI INCREASES EFFICIENCY AND REDUCES COSTS ACROSS PRODUCT ASSEMBLY LINE 119
TABLE 74 MANUFACTURING: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 119
TABLE 75 MANUFACTURING: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 120
TABLE 76 MANUFACTURING: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 120
TABLE 77 MANUFACTURING: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 121
TABLE 78 NORTH AMERICA AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2019–2022 (USD MILLION) 121
TABLE 79 NORTH AMERICA AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2023–2028 (USD MILLION) 121
TABLE 80 EUROPE AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2019–2022 (USD MILLION) 121
TABLE 81 EUROPE AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2023–2028 (USD MILLION) 122
TABLE 82 ASIA PACIFIC AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2019–2022 (USD MILLION) 122
TABLE 83 ASIA PACIFIC AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2023–2028 (USD MILLION) 122
TABLE 84 ROW AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2019–2022 (USD MILLION) 123
TABLE 85 ROW AI SENSOR MARKET FOR MANUFACTURING, BY COUNTRY, 2023–2028 (USD MILLION) 123
9.5 AEROSPACE & DEFENSE 123
9.5.1 ADOPTION OF AI SENSORS IN MISSION-CRITICAL TASKS 123
TABLE 86 AEROSPACE & DEFENSE: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 124
TABLE 87 AEROSPACE & DEFENSE: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 124
TABLE 88 AEROSPACE & DEFENSE: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 125
TABLE 89 AEROSPACE & DEFENSE: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 125
TABLE 90 NORTH AMERICA AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2019–2022 (USD MILLION) 125
TABLE 91 NORTH AMERICA AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2023–2028 (USD MILLION) 126
TABLE 92 EUROPE AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2019–2022 (USD MILLION) 126
TABLE 93 EUROPE AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2023–2028 (USD MILLION) 126
TABLE 94 ASIA PACIFIC AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2019–2022 (USD MILLION) 127
TABLE 95 ASIA PACIFIC AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2023–2028 (USD MILLION) 127
TABLE 96 ROW AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2019–2022 (USD MILLION) 127
TABLE 97 ROW AI SENSOR MARKET FOR AEROSPACE & DEFENSE, BY COUNTRY, 2023–2028 (USD MILLION) 128
9.6 SMART HOME AUTOMATION 128
9.6.1 NEED TO IMPROVE HOME SECURITY 128
TABLE 98 SMART HOME AUTOMATION: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 128
TABLE 99 SMART HOME AUTOMATION: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 129
TABLE 100 SMART HOME AUTOMATION: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 129
TABLE 101 SMART HOME AUTOMATION: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 130
TABLE 102 NORTH AMERICA AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2019–2022 (USD MILLION) 130
TABLE 103 NORTH AMERICA AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2023–2028 (USD MILLION) 130
TABLE 104 EUROPE AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2019–2022 (USD MILLION) 131
TABLE 105 EUROPE AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2023–2028 (USD MILLION) 131
TABLE 106 ASIA PACIFIC AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2019–2022 (USD MILLION) 131
TABLE 107 ASIA PACIFIC AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2023–2028 (USD MILLION) 132
TABLE 108 ROW AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2019–2022 (USD MILLION) 132
TABLE 109 ROW AI SENSOR MARKET FOR SMART HOME AUTOMATION, BY COUNTRY, 2023–2028 (USD MILLION) 132
9.7 ROBOTICS 132
9.7.1 DEMAND FROM HEALTHCARE MONITORING, SPACE AND UNDERWATER EXPLORATION, AND OTHER INDUSTRIES 132
TABLE 110 ROBOTICS: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 133
TABLE 111 ROBOTICS: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 133
TABLE 112 ROBOTICS: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 134
TABLE 113 ROBOTICS: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 134
TABLE 114 NORTH AMERICA AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2019–2022 (USD MILLION) 134
TABLE 115 NORTH AMERICA AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2023–2028 (USD MILLION) 135
TABLE 116 EUROPE AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2019–2022 (USD MILLION) 135
TABLE 117 EUROPE AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2023–2028 (USD MILLION) 135
TABLE 118 ASIA PACIFIC AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2019–2022 (USD MILLION) 136
TABLE 119 ASIA PACIFIC AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2023–2028 (USD MILLION) 136
TABLE 120 ROW AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2019–2022 (USD MILLION) 136
TABLE 121 ROW AI SENSOR MARKET FOR ROBOTICS, BY COUNTRY, 2023–2028 (USD MILLION) 137
9.8 AGRICULTURE 137
9.8.1 USE OF AI SENSORS IN CROP AND SOIL ANALYSIS 137
TABLE 122 AGRICULTURE: AI SENSOR MARKET, BY SENSOR TYPE, 2019–2022 (USD MILLION) 138
TABLE 123 AGRICULTURE: AI SENSOR MARKET, BY SENSOR TYPE, 2023–2028 (USD MILLION) 138
TABLE 124 AGRICULTURE: AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 138
TABLE 125 AGRICULTURE: AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 139
TABLE 126 NORTH AMERICA AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2019–2022 (USD MILLION) 139
TABLE 127 NORTH AMERICA AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2023–2028 (USD MILLION) 139
TABLE 128 EUROPE AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2019–2022 (USD MILLION) 140
TABLE 129 EUROPE AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2023–2028 (USD MILLION) 140
TABLE 130 ASIA PACIFIC AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2019–2022 (USD MILLION) 140
TABLE 131 ASIA PACIFIC AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2023–2028 (USD MILLION) 141
TABLE 132 ROW AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2019–2022 (USD MILLION) 141
TABLE 133 ROW AI SENSOR MARKET FOR AGRICULTURE, BY COUNTRY, 2023–2028 (USD MILLION) 141

10 AI SENSOR MARKET, BY REGION 142
10.1 INTRODUCTION 143
FIGURE 34 AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 143
TABLE 134 AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 143
TABLE 135 AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 144
10.2 NORTH AMERICA 144
FIGURE 35 NORTH AMERICA: AI SENSOR MARKET SNAPSHOT 145
TABLE 136 NORTH AMERICA: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 145
TABLE 137 NORTH AMERICA: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 146
TABLE 138 NORTH AMERICA AI SENSOR MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 146
TABLE 139 NORTH AMERICA AI SENSOR MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 146
10.2.1 US 147
10.2.1.1 Prominence of leading AI sensor manufacturers 147
10.2.2 CANADA 147
10.2.2.1 Growing automation in automotive and manufacturing sectors 147
10.2.3 MEXICO 147
10.2.3.1 Increasing demand for temperature sensors for medical equipment 147
10.3 EUROPE 148
FIGURE 36 EUROPE: AI SENSOR MARKET SNAPSHOT 149
TABLE 140 EUROPE: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 149
TABLE 141 EUROPE: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 150
TABLE 142 EUROPE AI SENSOR MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 150
TABLE 143 EUROPE AI SENSOR MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 150
10.3.1 GERMANY 151
10.3.1.1 Government initiatives for promoting implementation of industry 4.0 151
10.3.2 UK 151
10.3.2.1 Consumer electronics sector to create new market opportunities 151
10.3.3 FRANCE 151
10.3.3.1 Prominence of automotive and manufacturing industries 151
10.3.4 REST OF EUROPE 152
10.4 ASIA PACIFIC 152
FIGURE 37 ASIA PACIFIC: AI SENSOR MARKET SNAPSHOT 153
TABLE 144 ASIA PACIFIC: AI SENSOR MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 154
TABLE 145 ASIA PACIFIC: AI SENSOR MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 154
TABLE 146 ASIA PACIFIC AI SENSOR MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 154
TABLE 147 ASIA PACIFIC AI SENSOR MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 155
10.4.1 CHINA 155
10.4.1.1 Presence of prominent automotive, aerospace & defense, and electronics companies 155
10.4.2 JAPAN 155
10.4.2.1 Presence of leading sensor manufacturing companies 155
10.4.3 INDIA 156
10.4.3.1 Strong government support for adoption of industrial automation 156
10.4.4 SOUTH KOREA 157
10.4.4.1 Increasing demand for advanced sensors from electronics and automotive industries 157
10.4.5 REST OF ASIA PACIFIC 157
10.5 ROW 158
TABLE 148 ROW: AI SENSOR MARKET, BY APPLICATION TYPE, 2019–2022 (USD MILLION) 158
TABLE 149 ROW: AI SENSOR MARKET, BY APPLICATION TYPE, 2023–2028 (USD MILLION) 158
TABLE 150 ROW AI SENSOR MARKET, BY REGION, 2019–2022 (USD MILLION) 159
TABLE 151 ROW AI SENSOR MARKET, BY REGION, 2023–2028 (USD MILLION) 159
10.5.1 MIDDLE EAST & AFRICA 159
10.5.1.1 Use of AI sensors in oil refining industries for continuous measuring and monitoring applications 159
10.5.2 SOUTH AMERICA 160
10.5.2.1 Increased technological advancements in automotive, manufacturing, and consumer electronics sectors 160

11 COMPETITIVE LANDSCAPE 161
11.1 OVERVIEW 161
11.2 KEY PLAYER STRATEGIES 161
TABLE 152 STRATEGIES ADOPTED BY KEY PLAYERS IN AI SENSOR MARKET 161
11.3 REVENUE ANALYSIS 163
FIGURE 38 3-YEAR REVENUE ANALYSIS OF TOP PLAYERS IN AI SENSOR MARKET, 2019–2021 163
11.4 MARKET SHARE ANALYSIS 164
FIGURE 39 MARKET SHARE ANALYSIS OF KEY PLAYERS IN AI SENSOR MARKET IN 2022 164
TABLE 153 AI SENSOR MARKET: DEGREE OF COMPETITION 164
11.5 RANKING ANALYSIS 165
TABLE 154 AI SENSOR MARKET: RANKING ANALYSIS 165
11.6 COMPANY EVALUATION QUADRANT, 2022 166
11.6.1 STARS 166
11.6.2 EMERGING LEADERS 166
11.6.3 PERVASIVE PLAYERS 167
11.6.4 PARTICIPANTS 167
FIGURE 40 COMPANY EVALUATION QUADRANT, 2022 167
11.7 COMPETITIVE BENCHMARKING 168
11.7.1 COMPANY FOOTPRINT, BY SENSOR TYPE 168
11.7.2 COMPANY FOOTPRINT, BY APPLICATION 169
11.7.3 COMPANY FOOTPRINT, BY REGION 170
11.7.4 COMPANY PRODUCT FOOTPRINT 171
11.8 STARTUP/SME EVALUATION QUADRANT, 2022 172
11.8.1 PROGRESSIVE COMPANIES 172
11.8.2 RESPONSIVE COMPANIES 172
11.8.3 DYNAMIC COMPANIES 172
11.8.4 STARTING BLOCKS 172
FIGURE 41 STARTUP/SME EVALUATION QUADRANT, 2022 173
TABLE 155 STARTUP MATRIX: KEY STARTUP/SMES 174
TABLE 156 AI SENSOR MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUP/SMES 174
11.9 COMPETITIVE SCENARIO AND TRENDS 175
11.9.1 PRODUCT LAUNCHES/DEVELOPMENTS 175
TABLE 157 PRODUCT LAUNCHES/DEVELOPMENTS, 2020–2022 175
11.9.2 DEALS 176
TABLE 158 DEALS, 2020–2022 176

12 COMPANY PROFILES 177
(Business Overview, Products/Services/Solutions Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
12.1 INTRODUCTION 177
12.2 KEY PLAYERS 177
12.2.1 TELEDYNE TECHNOLOGIES INCORPORATED 177
TABLE 159 TELEDYNE TECHNOLOGIES INCORPORATED: BUSINESS OVERVIEW 178
FIGURE 42 TELEDYNE TECHNOLOGIES INCORPORATED: COMPANY SNAPSHOT 178
TABLE 160 TELEDYNE TECHNOLOGIES INCORPORATED: PRODUCTS/SERVICES/SOLUTIONS OFFERED 179
TABLE 161 TELEDYNE TECHNOLOGIES INCORPORATED: PRODUCT LAUNCHES 180
TABLE 162 TELEDYNE TECHNOLOGIES INCORPORATED: DEALS 180
12.2.2 ROBERT BOSCH GMBH 182
TABLE 163 ROBERT BOSCH GMBH: BUSINESS OVERVIEW 182
FIGURE 43 ROBERT BOSCH GMBH: COMPANY SNAPSHOT 183
TABLE 164 ROBERT BOSCH GMBH: PRODUCTS/SERVICES/SOLUTIONS OFFERED 183
TABLE 165 ROBERT BOSCH GMBH: DEALS 184
12.2.3 GOERTEK INC. 187
TABLE 166 GOERTEK INC.: BUSINESS OVERVIEW 187
FIGURE 44 GOERTEK INC.: COMPANY SNAPSHOT 188
TABLE 167 GOERTEK INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 188
TABLE 168 GOERTEK INC.: DEALS 189
12.2.4 SENSATA TECHNOLOGIES, INC. 190
TABLE 169 SENSATA TECHNOLOGIES, INC.: BUSINESS OVERVIEW 190
FIGURE 45 SENSATA TECHNOLOGIES, INC.: COMPANY SNAPSHOT 191
TABLE 170 SENSATA TECHNOLOGIES, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 191
TABLE 171 SENSATA TECHNOLOGIES, INC.: PRODUCT LAUNCHES 192
TABLE 172 SENSATA TECHNOLOGIES, INC.: DEALS 192
12.2.5 SENSIRION AG 195
TABLE 173 SENSIRION AG: BUSINESS OVERVIEW 195
FIGURE 46 SENSIRION AG: COMPANY SNAPSHOT 196
TABLE 174 SENSIRION AG: PRODUCTS/SERVICES/SOLUTIONS OFFERED 197
TABLE 175 SENSIRION AG: PRODUCT LAUNCHES 197
TABLE 176 SENSIRION AG: DEALS 198
12.2.6 SENSORTEK TECHNOLOGY CORPORATION 200
TABLE 177 SENSORTEK TECHNOLOGY CORPORATION: BUSINESS OVERVIEW 200
FIGURE 47 SENSORTEK TECHNOLOGY CORPORATION: COMPANY SNAPSHOT 200
TABLE 178 SENSORTEK TECHNOLOGY CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 201
12.2.7 HOKURIKU ELECTRIC INDUSTRY CO., LTD. 202
TABLE 179 HOKURIKU ELECTRIC INDUSTRY CO., LTD.: BUSINESS OVERVIEW 202
FIGURE 48 HOKURIKU ELECTRIC INDUSTRY CO., LTD.: COMPANY SNAPSHOT 202
TABLE 180 HOKURIKU ELECTRIC INDUSTRY CO., LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 203
12.2.8 BAIDU, INC. 204
TABLE 181 BAIDU, INC.: BUSINESS OVERVIEW 204
FIGURE 49 BAIDU, INC.: COMPANY SNAPSHOT 204
TABLE 182 BAIDU, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 205
TABLE 183 BAIDU, INC.: PRODUC