Table of Content
"1 INTRODUCTION 56
1.1 INTRODUCTION TO COVID-19 56
1.2 COVID-19 HEALTH ASSESSMENT 56
FIGURE 1 COVID-19: GLOBAL PROPAGATION 56
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 57
1.3 COVID-19 ECONOMIC ASSESSMENT 58
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 58
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 59
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 59
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 60
1.4 OBJECTIVES OF THE STUDY 61
1.5 MARKET DEFINITION 61
1.5.1 INCLUSIONS AND EXCLUSIONS 62
1.6 MARKET SCOPE 62
1.6.1 MARKET SEGMENTATION 63
1.6.2 REGIONS COVERED 63
1.6.3 YEARS CONSIDERED FOR THE STUDY 64
1.7 CURRENCY CONSIDERED 64
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2021 64
1.8 STAKEHOLDERS 65
1.9 SUMMARY OF CHANGES 65
2 RESEARCH METHODOLOGY 66
2.1 RESEARCH DATA 66
FIGURE 6 GLOBAL IOT IN MANUFACTURING MARKET: RESEARCH DESIGN 66
2.1.1 SECONDARY DATA 67
2.1.2 PRIMARY DATA 67
TABLE 2 PRIMARY INTERVIEWS 68
2.1.2.1 Breakup of primary profiles 68
2.1.2.2 Key industry insights 69
2.2 MARKET BREAKUP AND DATA TRIANGULATION 70
FIGURE 7 DATA TRIANGULATION 70
2.3 MARKET SIZE ESTIMATION 70
2.3.1 BOTTOM–UP APPROACH 71
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS AND SERVICES OF THE IOT IN MANUFACTURING MARKET 71
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (BOTTOM-UP) (SUPPLY-SIDE): COLLECTIVE REVENUE OF SOLUTIONS AND SERVICES OF THE IOT IN MANUFACTURING MARKET 71
2.3.2 TOP-DOWN APPROACH 72
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND SIDE): IOT IN MANUFACTURING MARKET 72
2.4 MARKET FORECAST 73
TABLE 3 FACTOR ANALYSIS 73
2.5 ASSUMPTIONS FOR THE STUDY 74
2.6 LIMITATIONS OF THE STUDY 75
3 EXECUTIVE SUMMARY 76
FIGURE 11 IOT IN MANUFACTURING MARKET SIZE, 2019–2026 77
FIGURE 12 LARGEST SEGMENTS IN THE IOT IN MANUFACTURING MARKET, 2021 78
FIGURE 13 IOT IN MANUFACTURING MARKET ANALYSIS 80
FIGURE 14 ASIA PACIFIC TO BE BEST MARKET FOR INVESTMENTS DURING THE FORECAST PERIOD 81
4 PREMIUM INSIGHTS 82
4.1 ATTRACTIVE OPPORTUNITIES IN THE IOT IN MANUFACTURING MARKET 82
FIGURE 15 RISING DEMAND FOR INDUSTRIAL AUTOMATION IN MANUFACTURING TO DRIVE MARKET GROWTH 82
4.2 NORTH AMERICAN IOT IN MANUFACTURING MARKET, 2021 82
FIGURE 16 SOLUTIONS SEGMENT AND UNITED STATES TO ACCOUNT FOR LARGE MARKET SHARES IN NORTH AMERICA IN 2021 82
4.3 ASIA PACIFIC IOT IN MANUFACTURING MARKET, 2021 83
FIGURE 17 SOLUTIONS SEGMENT AND CHINA TO ACCOUNT FOR LARGE MARKET SHARES IN ASIA PACIFIC IN 2021 83
4.4 IOT IN MANUFACTURING MARKET, BY COUNTRY 83
FIGURE 18 INDIA TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 83
5 MARKET OVERVIEW AND INDUSTRY TRENDS 84
5.1 INTRODUCTION 84
5.2 MARKET DYNAMICS 84
FIGURE 19 IOT IN MANUFACTURING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 84
5.2.1 DRIVERS 85
5.2.1.1 Growing demand for industrial automation in the manufacturing industry 85
FIGURE 20 GROWTH OF ROBOT INTENSITY IN INDUSTRIES: UNITED STATES 85
5.2.1.2 Rising need for centralized monitoring and predictive maintenance of assets 85
5.2.1.3 Rise in the number of cost-effective and intelligent connected devices and sensors 86
5.2.1.4 Increasing need for reliable, secure, and high-speed network connectivity 86
FIGURE 21 GLOBAL IOT CONNECTIONS (BILLION) 86
5.2.1.5 Increased adoption of cloud computing platforms 87
5.2.2 RESTRAINTS 87
5.2.2.1 Issues related to data security and privacy in IoT 87
FIGURE 22 PRIVACY ISSUES IN IOT-PAST DATA (BILLION) 88
5.2.2.2 Absence of standardization in IoT protocols 88
5.2.2.3 Integration with the traditional systems and the lack of a technically skilled workforce 89
5.2.3 OPPORTUNITIES 89
5.2.3.1 Rising number of data centers 89
FIGURE 23 GLOBAL RISE IN DATA CENTERS, 2016–2019 90
5.2.3.2 Emerging 5G technology to help IoT adoption globally 90
5.2.3.3 Increase in smart manufacturing initiatives worldwide 90
5.2.3.4 Rising demand for IoT-enabled digital transformation of businesses 90
5.2.3.5 Growing demand for system integrators 91
5.2.4 CHALLENGES 91
5.2.4.1 Lack of skilled workforce for operating IoT-based equipment 91
5.2.4.2 Huge initial investments required for implementing IoT in smart manufacturing 91
5.2.4.3 Interoperability issues of legacy infrastructure and communication networks 92
5.3 INDUSTRY TRENDS 92
5.3.1 VALUE CHAIN ANALYSIS 92
FIGURE 24 IOT IN MANUFACTURING MARKET: VALUE CHAIN 93
5.3.2 ECOSYSTEM 94
TABLE 4 IOT IN MANUFACTURING MARKET: ECOSYSTEM 94
5.3.3 PORTER’S FIVE FORCES MODEL 95
TABLE 5 IMPACT OF EACH FORCE ON THE IOT IN MANUFACTURING MARKET 95
5.3.3.1 Threat of new entrants 95
5.3.3.2 Threat of substitutes 96
5.3.3.3 Bargaining power of suppliers 96
5.3.3.4 Bargaining power of buyers 96
5.3.3.5 Degree of competition 96
5.3.4 TECHNOLOGY ANALYSIS 96
5.3.4.1 Machine learning and artificial intelligence 96
5.3.4.2 Internet of things 97
5.3.4.3 Analytics 97
5.3.4.4 Cloud 97
5.3.4.5 Digital twin 98
5.3.4.6 Edge computing 98
5.3.4.7 MQTT protocol 98
5.3.4.8 Augmented reality 99
5.3.5 PATENT ANALYSIS 99
FIGURE 25 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS 99
TABLE 6 TOP TWENTY PATENT OWNERS 100
FIGURE 26 NUMBER OF PATENTS GRANTED IN A YEAR OVER THE LAST TEN YEARS 100
5.3.6 AVERAGE SELLING PRICE ANALYSIS 101
TABLE 7 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION BASED IOT IN MANUFACTURING SYSTEMS 101
5.3.7 USE CASE ANALYSIS 102
TABLE 8 USE CASE 1: CISCO 102
TABLE 9 USE CASE 2: IBM 102
TABLE 10 USE CASE 3: MICROSOFT 103
TABLE 11 USE CASE 4: PTC 103
TABLE 12 USE CASE 5: BOSCH.IO 104
5.3.8 KEY CONFERENCES AND EVENTS IN 2022–2023 105
TABLE 13 IOT IN MANUFACTURING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 105
5.4 COVID-19 PANDEMIC- DRIVEN MARKET DYNAMICS AND FACTOR ANALYSIS 107
5.4.1 OVERVIEW 107
5.4.2 DRIVERS AND OPPORTUNITIES 107
5.4.3 RESTRAINTS AND CHALLENGES 107
5.4.4 CUMULATIVE GROWTH ANALYSIS 108
TABLE 14 IOT IN MANUFACTURING MARKET: CUMULATIVE GROWTH ANALYSIS 108
6 IOT IN MANUFACTURING MARKET, BY COMPONENT 109
6.1 INTRODUCTION 110
FIGURE 27 SOLUTIONS SEGMENT TO LEAD IOT IN MANUFACTURING DURING THE FORECAST PERIOD 111
TABLE 15 IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 111
TABLE 16 IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT
2021–2026 (USD MILLION) 111
6.2 SOLUTIONS 112
6.2.1 SOLUTIONS: IOT IN MANUFACTURING MARKET DRIVERS 113
6.2.2 SOLUTIONS: COVID-19 IMPACT 113
TABLE 17 SOLUTIONS: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 114
TABLE 18 SOLUTIONS: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 114
6.3 SERVICES 114
6.3.1 SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 115
6.3.2 SERVICES: COVID-19 IMPACT 115
TABLE 19 SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 116
TABLE 20 SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 116
7 IOT IN MANUFACTURING MARKET, BY SOLUTION 117
7.1 INTRODUCTION 118
FIGURE 28 DATA MANAGEMENT SEGMENT TO LEAD IOT IN MANUFACTURING DURING THE FORECAST PERIOD 118
TABLE 21 IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 119
TABLE 22 IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 119
7.2 NETWORK MANAGEMENT 119
7.2.1 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 120
TABLE 23 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 120
TABLE 24 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 120
7.2.2 NETWORK BANDWIDTH MANAGEMENT 121
7.2.3 NETWORK SECURITY MANAGEMENT 121
7.2.4 NETWORK PERFORMANCE MONITORING AND MANAGEMENT 122
7.2.5 NETWORK CONFIGURATION MANAGEMENT 122
7.3 DATA MANAGEMENT 123
7.3.1 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 123
TABLE 25 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 123
TABLE 26 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 124
7.3.2 DATA INTEGRATION 124
7.3.3 DATA SECURITY 124
7.3.4 DATA MIGRATION 124
7.3.5 DATA ANALYTICS AND VISUALIZATION 124
7.3.6 METADATA MANAGEMENT 125
7.3.7 DATA GOVERNANCE 125
7.3.8 DATA ORCHESTRATION 125
7.4 DEVICE MANAGEMENT 125
7.4.1 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 126
TABLE 27 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 126
TABLE 28 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 127
7.4.2 DEVICE PROVISIONING AND AUTHENTICATION 127
7.4.3 DEVICE CONFIGURATION MANAGEMENT 127
7.4.4 MONITORING AND TROUBLESHOOTING 128
7.5 APPLICATION MANAGEMENT 128
7.5.1 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 129
TABLE 29 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 129
TABLE 30 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 129
7.6 SMART SURVEILLANCE 130
7.6.1 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET DRIVERS 130
TABLE 31 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 131
TABLE 32 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 131
7.6.2 CENTRAL MONITORING SYSTEM 131
7.6.3 VIDEO ANALYTICS AND EVENTS 131
8 IOT IN MANUFACTURING MARKET, BY SERVICE 132
8.1 INTRODUCTION 133
FIGURE 29 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER RATE DURING FORECAST PERIOD 133
TABLE 33 IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 133
TABLE 34 IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 134
8.2 MANAGED SERVICES 134
8.2.1 MANAGED SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 135
TABLE 35 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 135
TABLE 36 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 136
FIGURE 30 SECURITY MANAGEMENT SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING FORECAST PERIOD 136
TABLE 37 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 136
TABLE 38 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 137
8.2.2 INFRASTRUCTURE MANAGEMENT SERVICES 137
8.2.2.1 Infrastructure management services: IoT in manufacturing market drivers 137
TABLE 39 INFRASTRUCTURE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 138
TABLE 40 INFRASTRUCTURE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 138
8.2.3 SECURITY MANAGEMENT SERVICES 138
8.2.3.1 Security management services: IoT in manufacturing market drivers 139
TABLE 41 SECURITY MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 139
TABLE 42 SECURITY MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 139
8.2.4 NETWORK MANAGEMENT SERVICES 139
8.2.4.1 Network management services: IoT in manufacturing market drivers 140
TABLE 43 NETWORK MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 140
TABLE 44 NETWORK MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 140
8.2.5 DATA MANAGEMENT SERVICES 141
8.2.5.1 Data management services: IoT in manufacturing market drivers 141
TABLE 45 DATA MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 141
TABLE 46 DATA MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 142
8.2.6 DEVICE MANAGEMENT SERVICES 142
8.2.6.1 Device management services: IoT in manufacturing market drivers 142
TABLE 47 DEVICE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 142
TABLE 48 DEVICE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 143
8.3 PROFESSIONAL SERVICES 143
8.3.1 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 143
TABLE 49 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 144
TABLE 50 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 144
FIGURE 31 SYSTEM DESIGNING AND INTEGRATION SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 144
TABLE 51 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 145
TABLE 52 PR-OFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 145
8.3.2 IOT CONSULTING SERVICES 145
8.3.2.1 IoT consulting services: IoT in manufacturing market drivers 145
TABLE 53 IOT CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 146
TABLE 54 IOT CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 146
FIGURE 32 TECHNOLOGY CONSULTING SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 146
TABLE 55 IOT CONSULTING SERVICES MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 147
TABLE 56 IOT CONSULTING SERVICES MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 147
8.3.2.2 Technology consulting services 147
TABLE 57 TECHNOLOGY CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 147
TABLE 58 TECHNOLOGY CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 148
8.3.2.3 Business consulting services 148
TABLE 59 BUSINESS CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 148
TABLE 60 BUSINESS CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 149
8.3.2.4 Operational consulting services 149
TABLE 61 OPERATIONAL CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 149
TABLE 62 OPERATIONAL CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 149
8.3.3 IOT INFRASTRUCTURE SERVICES 150
8.3.3.1 IoT infrastructure services: IoT in manufacturing market drivers 150
TABLE 63 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 150
TABLE 64 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 150
FIGURE 33 CLOUD SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 151
TABLE 65 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 151
TABLE 66 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 151
8.3.3.2 Network services 151
TABLE 67 NETWORK SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 152
TABLE 68 NETWORK SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 152
8.3.3.3 Deployment services 152
TABLE 69 DEPLOYMENT SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 152
TABLE 70 DEPLOYMENT SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 153
8.3.3.4 Cloud services 153
TABLE 71 CLOUD SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 153
TABLE 72 CLOUD SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 153
8.3.4 SYSTEM DESIGNING AND INTEGRATION SERVICES 154
8.3.4.1 System designing and integration services: IoT in manufacturing market drivers 154
TABLE 73 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 154
TABLE 74 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 154
FIGURE 34 PLATFORM DEVELOPMENT AND INTEGRATION SEGMENT TO GROW A HIGHER CAGR DURING THE FORECAST PERIOD 155
TABLE 75 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 155
TABLE 76 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 155
8.3.4.2 Platform development and integration services 155
TABLE 77 PLATFORM DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 156
TABLE 78 PLATFORM DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 156
8.3.4.3 Mobile and web application development services 156
TABLE 79 MOBILE AND WEB APPLICATION DEVELOPMENT SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 157
TABLE 80 MOBILE AND WEB APPLICATION DEVELOPMENT SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 157
8.3.5 SUPPORT AND MAINTENANCE SERVICES 157
8.3.5.1 Support and maintenance services: IoT in manufacturing market drivers 158
TABLE 81 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 158
TABLE 82 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 158
8.3.6 EDUCATION AND TRAINING SERVICES 158
8.3.6.1 Education and training services: IoT in manufacturing market drivers 159
TABLE 83 EDUCATION AND TRAINING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 159
TABLE 84 EDUCATION AND TRAINING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 159
9 IOT IN MANUFACTURING MARKET, BY DEPLOYMENT MODE 160
9.1 INTRODUCTION 161
FIGURE 35 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 161
TABLE 85 IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION) 161
TABLE 86 IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 162
9.2 ON-PREMISES 162
9.2.1 ON-PREMISES: IOT IN MANUFACTURING MARKET DRIVERS 162
9.2.2 ON-PREMISES: COVID-19 IMPACT 162
TABLE 87 ON-PREMISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 163
TABLE 88 ON-PREMISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 163
9.3 CLOUD 163
9.3.1 CLOUD: IOT IN MANUFACTURING MARKET DRIVERS 164
9.3.2 CLOUD: COVID-19 IMPACT 164
TABLE 89 CLOUD: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 164
TABLE 90 CLOUD: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 164
10 IOT IN MANUFACTURING MARKET, BY ORGANIZATION SIZE 165
10.1 INTRODUCTION 166
FIGURE 36 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 166
TABLE 91 IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2020 (USD MILLION) 166
TABLE 92 IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 167
10.2 LARGE ENTERPRISES 167
10.2.1 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET DRIVERS 167
10.2.2 LARGE ENTERPRISES: COVID-19 IMPACT 168
TABLE 93 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 168
TABLE 94 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 168
10.3 SMALL AND MEDIUM-SIZED ENTERPRISES 169
10.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET DRIVERS 169
10.3.2 SMALL AND MEDIUM-SIZED ENTERPRISES: COVID-19 IMPACT 169
TABLE 95 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 169
TABLE 96 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 170
11 IOT IN MANUFACTURING MARKET, BY APPLICATION 171
11.1 INTRODUCTION 172
FIGURE 37 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 172
TABLE 97 IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 172
TABLE 98 IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 173
11.1.1 APPLICATIONS: COVID-19 IMPACT 173
11.2 PREDICTIVE MAINTENANCE 174
11.2.1 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET DRIVERS 174
TABLE 99 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 174
TABLE 100 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 175
11.3 BUSINESS PROCESS OPTIMIZATION 175
11.3.1 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET DRIVERS 175
TABLE 101 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 176
TABLE 102 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 176
11.4 ASSET TRACKING AND MANAGEMENT 176
11.4.1 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 177
TABLE 103 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 177
TABLE 104 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 177
11.5 LOGISTICS AND SUPPLY CHAIN MANAGEMENT 178
11.5.1 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 178
TABLE 105 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 178
TABLE 106 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 179
11.6 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT 179
11.6.1 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 179
TABLE 107 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 180
TABLE 108 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 180
11.7 AUTOMATION CONTROL AND MANAGEMENT 180
11.7.1 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 181
TABLE 109 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 181
TABLE 110 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 181
11.8 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION 182
11.8.1 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET DRIVERS 182
TABLE 111 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 182
TABLE 112 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 183
12 IOT IN MANUFACTURING MARKET, BY VERTICAL 184
12.1 INTRODUCTION 185
FIGURE 38 DISCRETE MANUFACTURING SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 185
TABLE 113 IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 185
TABLE 114 IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 185
12.1.1 VERTICALS: COVID-19 IMPACT 186
12.2 PROCESS MANUFACTURING 186
12.2.1 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET DRIVERS 186
12.2.2 PROCESS MANUFACTURING: COVID-19 IMPACT 187
TABLE 115 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 187
TABLE 116 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 188
12.2.3 ENERGY AND UTILITIES 188
12.2.4 CHEMICALS AND MATERIALS 188
12.2.5 FOOD AND BEVERAGE 189
12.2.6 WATER AND WASTE MANAGEMENT 189
12.2.7 OTHER VERTICALS 189
12.3 DISCRETE MANUFACTURING 190
12.3.1 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET DRIVERS 190
12.3.2 DISCRETE MANUFACTURING: COVID-19 IMPACT 190
TABLE 117 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 190
TABLE 118 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 191
12.3.3 AUTOMOTIVE 191
12.3.4 MACHINE MANUFACTURING 191
12.3.5 SEMICONDUCTOR AND ELECTRONICS 191
12.3.6 MEDICAL DEVICES 192
12.3.7 LOGISTICS AND TRANSPORTATION 192
13 IOT IN MANUFACTURING MARKET, BY REGION 193
13.1 INTRODUCTION 194
FIGURE 39 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 194
TABLE 119 IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 194
TABLE 120 IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 195
13.2 NORTH AMERICA 195
13.2.1 NORTH AMERICA: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 195
13.2.2 NORTH AMERICA: COVID-19 IMPACT 196
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 196
TABLE 121 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 197
TABLE 122 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 197
TABLE 123 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 197
TABLE 124 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 197
TABLE 125 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION) 198
TABLE 126 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 198
TABLE 127 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 198
TABLE 128 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 198
TABLE 129 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 199
TABLE 130 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 199
TABLE 131 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 199
TABLE 132 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 199
TABLE 133 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 200
TABLE 134 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 200
TABLE 135 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 200
TABLE 136 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 200
TABLE 137 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 201
TABLE 138 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 201
TABLE 139 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 201
TABLE 140 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 201
TABLE 141 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 202
TABLE 142 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 202
TABLE 143 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 202
TABLE 144 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 203
TABLE 145 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 203
TABLE 146 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 203
13.2.3 UNITED STATES 203
13.2.3.1 Presence of major IoT solutions providers and significant government support will drive the growth of IoT in manufacturing solutions 203
13.2.3.2 United States: IoT in manufacturing market drivers 204
TABLE 147 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 204
TABLE 148 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 204
TABLE 149 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 204
TABLE 150 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 205
TABLE 151 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 205
TABLE 152 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 205
TABLE 153 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 205
TABLE 154 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 206
TABLE 155 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 206
TABLE 156 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 206
TABLE 157 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 206
TABLE 158 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 207
TABLE 159 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 207
TABLE 160 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 207
TABLE 161 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 207
TABLE 162 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 208
TABLE 163 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 208
TABLE 164 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 208
TABLE 165 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 208
TABLE 166 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 209
TABLE 167 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 209
TABLE 168 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 209
TABLE 169 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 210
TABLE 170 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 210
13.2.4 CANADA 210
13.2.4.1 Increasing investments for development and exponential rise in adoption of IoT in critical applications 210
13.2.4.2 Canada: IoT in manufacturing market drivers 210
TABLE 171 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 211
TABLE 172 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 211
TABLE 173 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 211
TABLE 174 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 211
TABLE 175 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 212
TABLE 176 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 212
TABLE 177 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 212
TABLE 178 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 212
TABLE 179 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 213
TABLE 180 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 213
TABLE 181 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 213
TABLE 182 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 213
TABLE 183 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 214
TABLE 184 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 214
TABLE 185 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 214
TABLE 186 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 214
TABLE 187 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 215
TABLE 188 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 215
TABLE 189 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 215
TABLE 190 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 215
TABLE 191 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 216
TABLE 192 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 216
TABLE 193 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 216
TABLE 194 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 217"
"13.3 EUROPE 217
13.3.1 EUROPE: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 217
13.3.2 EUROPE: COVID-19 IMPACT 218
TABLE 195 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 218
TABLE 196 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 218
TABLE 197 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 218
TABLE 198 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 219
TABLE 199 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 219
TABLE 200 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 219
TABLE 201 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 219
TABLE 202 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 220
TABLE 203 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 220
TABLE 204 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 220
TABLE 205 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 220
TABLE 206 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 221
TABLE 207 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 221
TABLE 208 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 221
TABLE 209 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 221
TABLE 210 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 222
TABLE 211 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 222
TABLE 212 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 222
TABLE 213 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 222
TABLE 214 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 223
TABLE 215 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 223
TABLE 216 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 223
TABLE 217 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 224
TABLE 218 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 224
TABLE 219 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY,
2016–2020 (USD MILLION) 224
TABLE 220 EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 224
13.3.3 UNITED KINGDOM 225
13.3.3.1 Increasing adoption of smart manufacturing solutions to drive the growth of the IoT in manufacturing market in the United Kingdom 225
13.3.3.2 United Kingdom: IoT in manufacturing market drivers 225
TABLE 221 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 225
TABLE 222 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 226
TABLE 223 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 226
TABLE 224 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 226
TABLE 225 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION) 226
TABLE 226 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 227
TABLE 227 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 227
TABLE 228 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 227
TABLE 229 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 227
TABLE 230 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 228
TABLE 231 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 228
TABLE 232 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 228
TABLE 233 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 228
TABLE 234 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 229
TABLE 235 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 229
TABLE 236 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 229
TABLE 237 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 230
TABLE 238 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 230
TABLE 239 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 230
TABLE 240 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 230
TABLE 241 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 231
TABLE 242 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 231
TABLE 243 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 231
TABLE 244 UNITED KINGDOM: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 232
13.3.4 GERMANY 232
13.3.4.1 Exponential rise in the deployment of IoT in various industries will fuel the market growth 232
13.3.4.2 Germany: IoT in manufacturing market drivers 232
TABLE 245 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 232
TABLE 246 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 233
TABLE 247 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 233
TABLE 248 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 233
TABLE 249 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 233
TABLE 250 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 234
TABLE 251 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 234
TABLE 252 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 234
TABLE 253 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 234
TABLE 254 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 235
TABLE 255 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 235
TABLE 256 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 235
TABLE 257 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 235
TABLE 258 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 236
TABLE 259 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 236
TABLE 260 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 236
TABLE 261 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 236
TABLE 262 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 237
TABLE 263 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 237
TABLE 264 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 237
TABLE 265 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 237
TABLE 266 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 238
TABLE 267 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 238
TABLE 268 GERMANY: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 238
13.3.5 REST OF EUROPE 239
TABLE 269 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 239
TABLE 270 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 239
TABLE 271 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 239
TABLE 272 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 240
TABLE 273 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION) 240
TABLE 274 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 240
TABLE 275 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 240
TABLE 276 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 241
TABLE 277 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 241
TABLE 278 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 241
TABLE 279 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 241
TABLE 280 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 242
TABLE 281 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 242
TABLE 282 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 242
TABLE 283 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 242
TABLE 284 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 243
TABLE 285 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 243
TABLE 286 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 243
TABLE 287 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 243
TABLE 288 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 244
TABLE 289 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 244
TABLE 290 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 244
TABLE 291 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 245
TABLE 292 REST OF EUROPE: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 245
13.4 ASIA PACIFIC 245
13.4.1 ASIA PACIFIC: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 246
13.4.2 ASIA PACIFIC: COVID-19 IMPACT 246
FIGURE 41 ASIA PACIFIC: MARKET SNAPSHOT 247
TABLE 293 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 247
TABLE 294 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 248
TABLE 295 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 248
TABLE 296 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 248
TABLE 297 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 248
TABLE 298 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 249
TABLE 299 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 249
TABLE 300 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 249
TABLE 301 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 249
TABLE 302 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 250
TABLE 303 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 250
TABLE 304 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 250
TABLE 305 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 250
TABLE 306 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 251
TABLE 307 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 251
TABLE 308 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 251
TABLE 309 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 251
TABLE 310 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 252
TABLE 311 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 252
TABLE 312 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 252
TABLE 313 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 252
TABLE 314 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 253
TABLE 315 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 253
TABLE 316 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 253
TABLE 317 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY,
2016–2020 (USD MILLION) 254
TABLE 318 ASIA PACIFIC: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 254
13.4.3 CHINA 254
13.4.3.1 Increasing need for adoption of automation and government support to drive the growth of industrialization and IoT in manufacturing in China 254
13.4.3.2 China: IoT in manufacturing market drivers 255
TABLE 319 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 255
TABLE 320 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 255
TABLE 321 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 255
TABLE 322 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 256
TABLE 323 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 256
TABLE 324 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 256
TABLE 325 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 256
TABLE 326 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 257
TABLE 327 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 257
TABLE 328 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 257
TABLE 329 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 257
TABLE 330 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 258
TABLE 331 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 258
TABLE 332 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 258
TABLE 333 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 258
TABLE 334 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 259
TABLE 335 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 259
TABLE 336 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 259
TABLE 337 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 259
TABLE 338 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 260
TABLE 339 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 260
TABLE 340 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 260
TABLE 341 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 261
TABLE 342 CHINA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 261
13.4.4 JAPAN 261
13.4.4.1 Rising adoption of IIoT and increased need to improve the productivity and process optimization to drive the IoT in manufacturing market in Japan 261
13.4.4.2 Japan: IoT in manufacturing market drivers 261
13.4.5 INDIA 262
13.4.5.1 Government initiatives supporting the growth of the manufacturing sector to drive the IoT in manufacturing market in India 262
13.4.5.2 India: IoT in manufacturing market drivers 262
13.4.6 REST OF ASIA PACIFIC 262
13.5 MIDDLE EAST AND AFRICA 263
13.5.1 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 263
13.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 263
TABLE 343 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 264
TABLE 344 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 264
TABLE 345 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 264
TABLE 346 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 264
TABLE 347 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION) 265
TABLE 348 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 265
TABLE 349 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 265
TABLE 350 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 265
TABLE 351 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 266
TABLE 352 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 266
TABLE 353 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 266
TABLE 354 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 266
TABLE 355 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 267
TABLE 356 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 267
TABLE 357 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 267
TABLE 358 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 268
TABLE 359 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 268
TABLE 360 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 268
TABLE 361 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 268
TABLE 362 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 269
TABLE 363 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 269
TABLE 364 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 269
TABLE 365 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 270
TABLE 366 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 270
TABLE 367 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 270
TABLE 368 MIDDLE EAST AND AFRICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 270
13.5.3 UNITED ARAB EMIRATES 271
13.5.3.1 Rising demand for IIoT solutions for the oil and gas vertical and smart cities to contribute to market growth in the UAE 271
13.5.3.2 United Arab Emirates: IoT in manufacturing market drivers 271
13.5.4 KINGDOM OF SAUDI ARABIA 271
13.5.4.1 Government initiatives and investments are driving the growth of the IoT in manufacturing market in the KSA 271
13.5.4.2 Kingdom of Saudi Arabia: IoT in manufacturing market drivers 271
13.5.5 REST OF MIDDLE EAST AND AFRICA 272
13.6 LATIN AMERICA 272
13.6.1 LATIN AMERICA: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 272
13.6.2 LATIN AMERICA: COVID-19 IMPACT 273
TABLE 369 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 273
TABLE 370 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 273
TABLE 371 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 273
TABLE 372 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 274
TABLE 373 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 274
TABLE 374 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 274
TABLE 375 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 274
TABLE 376 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 275
TABLE 377 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 275
TABLE 378 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 275
TABLE 379 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 275
TABLE 380 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 276
TABLE 381 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 276
TABLE 382 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 276
TABLE 383 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 276
TABLE 384 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 277
TABLE 385 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 277
TABLE 386 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 277
TABLE 387 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 277
TABLE 388 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 278
TABLE 389 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 278
TABLE 390 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 278
TABLE 391 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 279
TABLE 392 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 279
TABLE 393 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 279
TABLE 394 LATIN AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 279
13.6.3 BRAZIL 280
13.6.3.1 Government initiatives and PPPs are driving the growth of the market in Brazil 280
13.6.3.2 Brazil: IoT in manufacturing market drivers 280
13.6.4 MEXICO 280
13.6.4.1 Evolution as the industrial hub will boost the adoption of IoT in manufacturing sector 280
13.6.4.2 Mexico: IoT in manufacturing market drivers 281
13.6.5 REST OF LATIN AMERICA 281
14 COMPETITIVE LANDSCAPE 282
14.1 OVERVIEW 282
14.2 MARKET EVALUATION FRAMEWORK 282
FIGURE 42 MARKET EVALUATION FRAMEWORK, 2019–2022 282
14.3 KEY PLAYER STRATEGIES/RIGHT TO WIN 283
TABLE 395 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE IOT IN MANUFACTURING MARKET 283
14.4 COMPETATIVE SCENARIO AND TRENDS 284
14.4.1 PRODUCT LAUNCHES 284
TABLE 396 IOT IN MANUFACTURING MARKET: PRODUCT LAUNCHES, 2020–2021 284
14.4.2 DEALS 286
TABLE 397 IOT IN MANUFACTURING MARKET: DEALS, 2021 286
14.4.3 OTHERS 288
TABLE 398 IOT IN MANUFACTURING MARKET: OTHERS, 2022 288
14.5 MARKET SHARE ANALYSIS OF TOP PLAYERS 288
TABLE 399 IOT IN MANUFACTURING MARKET: DEGREE OF COMPETITION 288
FIGURE 43 MARKET SHARE ANALYSIS OF COMPANIES IN THE IOT IN MANUFACTURING MARKET 289
14.6 HISTORICAL REVENUE ANALYSIS 290
FIGURE 44 HISTORICAL REVENUE ANALYSIS, 2018–2020 290
14.7 COMPANY EVALUATION MATRIX OVERVIEW 290
14.8 COMPANY EVALUATION MATRIX METHODOLOGY AND DEFINITIONS 291
TABLE 400 PRODUCT FOOTPRINT WEIGHTAGE 291
14.8.1 STARS 291
14.8.2 EMERGING LEADERS 291
14.8.3 PERVASIVE PLAYERS 291
14.8.4 PARTICIPANTS 291
FIGURE 45 IOT IN MANUFACTURING MARKET, COMPANY EVALUATION MATRIX, 2021 292
14.9 COMPANY PRODUCT FOOTPRINT ANALYSIS 292
TABLE 401 COMPANY PRODUCT FOOTPRINT 292
TABLE 402 COMPANY VERTICAL FOOTPRINT 293
TABLE 403 COMPANY APPLICATION FOOTPRINT 294
TABLE 404 COMPANY REGION FOOTPRINT 295
14.10 COMPANY MARKET RANKING ANALYSIS 296
FIGURE 46 RANKING OF KEY PLAYERS IN THE IOT IN MANUFACTURING MARKET, 2021 296
14.11 STARTUP/SME EVALUATION MATRIX METHODOLOGY AND DEFINITIONS 296
TABLE 405 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 296
14.11.1 PROGRESSIVE COMPANIES 297
14.11.2 RESPONSIVE COMPANIES 297
14.11.3 DYNAMIC COMPANIES 297
14.11.4 STARTING BLOCKS 297
FIGURE 47 IOT IN MANUFACTURING MARKET (GLOBAL): STARTUP/SME EVALUATION MATRIX, 2021 298
14.12 COMPETITIVE BENCHMARKING FOR SME/STARTUP 299
TABLE 406 IOT IN MANUFACTURING MARKET: DETAILED LIST OF KEY STARTUP/SMES 299
TABLE 407 IOT IN MANUFACTURING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES] 300
15 COMPANY PROFILES 301
15.1 KEY VENDORS 301
(Business overview, Products offered, Recent developments, Response to COVID-19, MNM View, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
15.1.1 CISCO 301
TABLE 408 CISCO: BUSINESS OVERVIEW 301
FIGURE 48 CISCO: COMPANY SNAPSHOT 302
TABLE 409 CISCO: PRODUCTS OFFERED 302
TABLE 410 CISCO: PRODUCT/SERVICE LAUNCHES 303
TABLE 411 CISCO: DEALS 304
15.1.2 IBM 307
TABLE 412 IBM: BUSINESS OVERVIEW 307
FIGURE 49 IBM: COMPANY SNAPSHOT 308
TABLE 413 IBM: PRODUCTS OFFERED 308
TABLE 414 IBM: PRODUCT/SERVICE LAUNCHES 309
TABLE 415 IBM: DEALS 309
15.1.3 PTC 313
TABLE 416 PTC: BUSINESS OVERVIEW 313
FIGURE 50 PTC: COMPANY SNAPSHOT 314
TABLE 417 PTC: PRODUCTS OFFERED 314
TABLE 418 PTC: PRODUCT/SERVICE LAUNCHES 315
TABLE 419 PTC: DEALS 315
15.1.4 MICROSOFT 319
TABLE 420 MICROSOFT: BUSINESS OVERVIEW 319
FIGURE 51 MICROSOFT: COMPANY SNAPSHOT 320
TABLE 421 MICROSOFT: PRODUCTS OFFERED 320
TABLE 422 MICROSOFT: DEALS 321
15.1.5 SIEMENS 325
TABLE 423 SIEMENS: BUSINESS OVERVIEW 325
FIGURE 52 SIEMENS: COMPANY SNAPSHOT 326
TABLE 424 SIEMENS: PRODUCTS OFFERED 326
TABLE 425 SIEMENS: PRODUCT/SERVICE LAUNCHES 327
TABLE 426 SIEMENS: DEALS 327
15.1.6 GE 329
TABLE 427 GE: BUSINESS OVERVIEW 329
FIGURE 53 GE: COMPANY SNAPSHOT 330
TABLE 428 GE: PRODUCTS OFFERED 330
TABLE 429 GE: PRODUCT/SERVICE LAUNCHES 331
15.1.7 SAP 333
TABLE 430 SAP: BUSINESS OVERVIEW 333
FIGURE 54 SAP: COMPANY SNAPSHOT 334
TABLE 431 SAP: PRODUCTS OFFERED 334
TABLE 432 SAP: DEALS 335
15.1.8 HUAWEI 337
TABLE 433 HUAWEI: BUSINESS OVERVIEW 337
FIGURE 55 HUAWEI: COMPANY SNAPSHOT 338
TABLE 434 HUAWEI: PRODUCTS OFFERED 338
15.1.9 ATOS 339
TABLE 435 ATOS: BUSINESS OVERVIEW 339
FIGURE 56 ATOS: COMPANY SNAPSHOT 340
TABLE 436 ATOS: PRODUCTS OFFERED 340
TABLE 437 ATOS: PRODUCT/SERVICE LAUNCHES 341
TABLE 438 ATOS: DEALS 341
15.1.10 HCL 343
TABLE 439 HCL: BUSINESS OVERVIEW 343
FIGURE 57 HCL: COMPANY SNAPSHOT 344
TABLE 440 HCL: PRODUCTS OFFERED 344
TABLE 441 HCL: PRODUCT/SERVICE LAUNCHES 345
TABLE 442 HCL: OTHER 345
15.1.11 INTEL 346
15.1.12 ORACLE 347
15.1.13 SCHNEIDER ELECTRIC 348
15.1.14 ZEBRA TECHNOLOGIES 349
15.1.15 SOFTWARE AG 350
15.1.16 WIND RIVER 351
15.1.17 SAMSARA 352
15.2 SME/STARTUP PLAYERS 353
15.2.1 TELIT 353
15.2.2 SCIENCESOFT 354
15.2.3 IMPINJ 355
15.2.4 BOSCH.IO 356
15.2.5 LITMUS AUTOMATION 357
15.2.6 UPTAKE 358
15.2.7 MOCANA 359
15.2.8 HQSOFTWARE 360
15.2.9 FOGHORN 361
15.2.10 CLEARBLADE 362
*Details on Business overview, Products offered, Recent developments, Response to COVID-19, MNM View, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
16 ADJACENT/RELATED MARKET 363
16.1 INTRODUCTION 363
16.1.1 LIMITATIONS 363
16.2 IOT SECURITY MARKET – GLOBAL FORECAST TO 2026 363
16.2.1 MARKET DEFINITION 363
16.2.2 MARKET OVERVIEW 363
16.2.3 IOT SECURITY MARKET, BY COMPONENT 364
TABLE 443 IOT SECURITY MARKET SIZE, BY COMPONENT, 2017–2020 (USD MILLION) 364
TABLE 444 IOT SECURITY MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 365
16.2.4 IOT SECURITY MARKET, BY TYPE 365
TABLE 445 IOT SECURITY MARKET SIZE, BY TYPE, 2017–2020 (USD MILLION) 365
TABLE 446 IOT SECURITY MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 365
16.2.5 IOT SECURITY MARKET, BY DEPLOYMENT MODE 366
TABLE 447 IOT SECURITY MARKET SIZE, BY DEPLOYMENT MODE,
2017–2020 (USD MILLION) 366
TABLE 448 IOT SECURITY MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 366
16.2.6 IOT SECURITY MARKET, BY APPLICATION AREA 366
TABLE 449 IOT SECURITY MARKET SIZE, BY APPLICATION AREA,
2017–2020 (USD MILLION) 367
TABLE 450 IOT SECURITY MARKET SIZE, BY APPLICATION AREA,
2021–2026 (USD MILLION) 367
16.3 IIOT PLATFORM MARKET – GLOBAL FORECAST TO 2026 368
16.3.1 MARKET DEFINITION 368
16.3.2 MARKET OVERVIEW 368
16.3.3 IIOT PLATFORM MARKET, BY OFFERING 369
TABLE 451 IIOT PLATFORM MARKET SIZE, BY OFFERING, 2016–2019 (USD MILLION) 369
TABLE 452 IIOT PLATFORM MARKET SIZE, BY OFFERING, 2020–2026 (USD MILLION) 369
16.3.4 IIOT PLATFORM MARKET, BY VERTICAL 369
TABLE 453 IIOT PLATFORM MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION) 369
TABLE 454 IIOT PLATFORM MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 370
16.3.5 IIOT PLATFORM MARKET, BY REGION 370
TABLE 455 IIOT PLATFORM MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 370
TABLE 456 IIOT PLATFORM MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 370
16.4 5G IOT MARKET – GLOBAL FORECAST TO 2026 371
16.4.1 MARKET DEFINITION 371
16.4.2 MARKET OVERVIEW 371
16.4.3 5G IOT MARKET, BY COMPONENT 371
TABLE 457 5G IOT MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 372
16.4.4 5G IOT MARKET, BY NETWORK TYPE 372
TABLE 458 5G IOT MARKET SIZE, BY NETWORK TYPE, 2020–2026 (USD MILLION) 372
16.4.5 5G IOT MARKET, BY END USER 372
TABLE 459 5G IOT MARKET SIZE, BY END USER, 2020–2026 (USD MILLION) 373
17 APPENDIX 374
17.1 DISCUSSION GUIDE 374
17.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 379
17.3 AVAILABLE CUSTOMIZATIONS 381
17.4 RELATED REPORTS 381
17.5 AUTHOR DETAILS 382"
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