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Natural Language Processing Market by Component, Type (Statistical, Hybrid), Application (Automatic Summarization, Sentiment Analysis, Risk & Threat D...

by Component, Type (Statistical, Hybrid), Application (Automatic Summarization, Sentiment Analysis, Risk & Threat Detection), Deployment Mode, Organization Size, Vertical, and Region

Publisher:        MarketsandMarkets

# of Pages:        273

Rating: 

1 User License $4,950

Publication Date:  February, 2021

Price:       $4,950 / User License




TABLE OF CONTENTS

 

1              INTRODUCTION                25

1.1          INTRODUCTION TO COVID-19    25

1.2          COVID-19 HEALTH ASSESSMENT                25

FIGURE 1             COVID-19: GLOBAL PROPAGATION          25

FIGURE 2             COVID-19 PROPAGATION: SELECT COUNTRIES   26

1.3          COVID-19 ECONOMIC ASSESSMENT        27

FIGURE 3             REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020  27

1.3.1      COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT             28

FIGURE 4             FACTORS IMPACTING GLOBAL ECONOMY            28

FIGURE 5             SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY        29

1.4          OBJECTIVES OF THE STUDY          30

1.5          MARKET DEFINITION      30

1.5.1      INCLUSIONS AND EXCLUSIONS  31

1.6          MARKET SCOPE                32

1.6.1      MARKET SEGMENTATION            32

1.6.2      REGIONS COVERED         33

1.6.3      YEARS CONSIDERED FOR THE STUDY        33

1.7          CURRENCY CONSIDERED               34

TABLE 1                UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019     34

1.8          STAKEHOLDERS 34

1.9          SUMMARY OF CHANGES              34

2              RESEARCH METHODOLOGY         35

2.1          RESEARCH DATA               35

FIGURE 6             NATURAL LANGUAGE PROCESSING MARKET: RESEARCH DESIGN              35

2.1.1      SECONDARY DATA           36

2.1.2      PRIMARY DATA 36

TABLE 2                PRIMARY INTERVIEWS   36

2.1.2.1   Breakup of primary profiles         37

2.1.2.2   Key industry insights      38

2.2          MARKET BREAKUP AND DATA TRIANGULATION                39

FIGURE 7             DATA TRIANGULATION 39

2.3          MARKET SIZE ESTIMATION          40

FIGURE 8             NATURAL LANGUAGE PROCESSING MARKET: TOP-DOWN AND

BOTTOM-UP APPROACHES         40

2.3.1      TOP-DOWN APPROACH                40

2.3.2      BOTTOM-UP APPROACH              41

FIGURE 9             MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF NATURAL LANGUAGE PROCESSING MARKET  41

FIGURE 10           MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2– BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF NATURAL LANGUAGE PROCESSING MARKET               42

FIGURE 11           MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3—BOTTOM-UP (DEMAND SIDE): SHARE OF NATURAL LANGUAGE PROCESSING THROUGH OVERALL NATURAL LANGUAGE PROCESSING SPENDING                43

2.4          MARKET FORECAST         44

TABLE 3                FACTOR ANALYSIS           44

2.5          COMPANY EVALUATION MATRIX METHODOLOGY           45

FIGURE 12           COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE              45

2.6          STARTUP/SME EVALUATION MATRIX METHODOLOGY   46

FIGURE 13           STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE      46

2.7          ASSUMPTIONS FOR THE STUDY 46

2.8          LIMITATIONS OF THE STUDY       48

2.9          IMPLICATIONS OF COVID-19 ON NATURAL LANGUAGE PROCESSING MARKET    49

3              EXECUTIVE SUMMARY  51

TABLE 4                GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE,  2015–2019 (USD MILLION, Y-O-Y %)              54

TABLE 5                GLOBAL NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE,  2019–2026 (USD MILLION, Y-O-Y %)              54

FIGURE 14           SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN 2020   54

FIGURE 15           SOFTWARE TOOLS SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 55

FIGURE 16           PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020        55

FIGURE 17           SYSTEM INTEGRATION AND IMPLEMENTATION SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020     55

FIGURE 18           STATISTICAL SEGMENT TO HOLD LARGEST MARKET SIZE IN 2020                56

FIGURE 19           AUTOMATIC SUMMARIZATION SEGMENT TO HOLD HIGHEST MARKET  SHARE IN 2020    56

FIGURE 20           CLOUD SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020        56

FIGURE 21           LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020  57

FIGURE 22           BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARE IN 2020                57

FIGURE 23           NORTH AMERICA TO HOLD HIGHEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2020       58

4              PREMIUM INSIGHTS       59

4.1          ATTRACTIVE OPPORTUNITIES IN NATURAL LANGUAGE PROCESSING MARKET    59

FIGURE 24           GROWING DEMAND FOR CLOUD-BASED NLP SOLUTIONS TO REDUCE OVERALL COSTS AND BETTER SCALABILITY TO DRIVE NATURAL LANGUAGE PROCESSING MARKET GROWTH    59

 

4.2          NATURAL LANGUAGE PROCESSING MARKET: TOP THREE APPLICATIONS               60

FIGURE 25           SENTIMENT ANALYSIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD           60

4.3          NATURAL LANGUAGE PROCESSING MARKET: BY COMPONENT AND TOP THREE VERTICALS          60

FIGURE 26           SOLUTIONS SEGMENT AND BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2020              60

4.4          NATURAL LANGUAGE PROCESSING MARKET, BY REGION             61

FIGURE 27           NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020       61

5              MARKET OVERVIEW       62

5.1          INTRODUCTION                62

5.2          NATURAL LANGUAGE PROCESSING: EVOLUTION              62

FIGURE 28           EVOLUTION OF NATURAL LANGUAGE PROCESSING MARKET      62

5.3          NATURAL LANGUAGE PROCESSING: ARCHITECTURE       63

FIGURE 29           NATURAL LANGUAGE PROCESSING MARKET ARCHITECTURE      63

5.4          MARKET DYNAMICS       64

FIGURE 30           DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: NATURAL LANGUAGE PROCESSING MARKET                64

5.4.1      DRIVERS               65

5.4.1.1   Increasing usage of smart devices to facilitate smart environments          65

FIGURE 31           BRAND-WISE SMART SPEAKER USER PENETRATION IN THE UNITED STATES (2018 VS 2019)            65

5.4.1.2   Growing demand for cloud-based NLP solutions to reduce overall costs and better scalability      65

5.4.1.3   Rising urge of predictive analytics to reduce risks and identify growth opportunities         66

5.4.2      RESTRAINTS       66

5.4.2.1   Complexities due to the usage of code-mixed language while implementing NLP solutions           66

5.4.2.2   Limitations in the development of NLP technology using neural networks restricting the usage of cloud-based services                67

5.4.3      OPPORTUNITIES               67

5.4.3.1   Increase in investments in the healthcare vertical             67

5.4.3.2   Rise in the adoption of NLP-based applications across verticals to enhance customer experience               67

5.4.4      CHALLENGES      68

5.4.4.1   Regulatory and privacy concerns over data security         68

5.4.4.2   Interoperability and reliability issues while deploying NLP algorithms       68

5.4.5      CUMULATIVE GROWTH ANALYSIS            69

 

5.5          CASE STUDY ANALYSIS   69

5.5.1      INTRODUCTION                69

5.5.1.1   Use Case: Scenario 1      69

5.5.1.2   Use Case: Scenario 2      70

5.5.1.3   Use Case: Scenario 3      70

5.5.1.4   Use Case: Scenario 4      71

5.5.1.5   Use Case: Scenario 5      71

5.5.1.6   Use Case: Scenario 6      72

5.6          NATURAL LANGUAGE PROCESSING MARKET: COVID-19 IMPACT               73

FIGURE 32           NATURAL LANGUAGE PROCESSING MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020       73

5.7          PATENT ANALYSIS           74

5.8          SUPPLY CHAIN ANALYSIS              75

FIGURE 33           SUPPLY CHAIN ANALYSIS              75

5.9          VALUE CHAIN ANALYSIS               76

FIGURE 34           VALUE CHAIN ANALYSIS               76

5.10        REGULATORY LANDSCAPE           76

5.10.1    GENERAL DATA PROTECTION REGULATION         77

5.10.2    HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996   77

5.10.3    GOVERNANCE, RISK, AND COMPLIANCE               77

5.10.4    EUROPEAN UNION DATA PROTECTION REGULATION      78

5.10.5    CAN-SPAM ACT                78

5.10.6    SARBANES-OXLEY ACT OF 2002  78

5.11        PRICING MODEL ANALYSIS          78

5.12        PORTER’S FIVE FORCES ANALYSIS             80

FIGURE 35           PORTER’S FIVE FORCES ANALYSIS             80

5.12.1    THREAT OF NEW ENTRANTS        80

5.12.2    THREAT OF SUBSTITUTES              81

5.12.3    BARGAINING POWER OF SUPPLIERS       81

5.12.4    BARGAINING POWER OF BUYERS             81

5.12.5    INTENSITY OF COMPETITIVE RIVALRY     81

5.13        TECHNOLOGY ANALYSIS               82

5.13.1    ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING         82

5.13.2    DEEP LEARNING AND NATURAL LANGUAGE PROCESSING            82

5.13.3    BIG DATA AND NATURAL LANGUAGE PROCESSING         82

6              NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT  83

6.1          INTRODUCTION                84

6.1.1      COMPONENTS: COVID-19 IMPACT           84

6.1.2      COMPONENTS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS   85

FIGURE 36           SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD      85

TABLE 6                NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,

2015–2019 (USD MILLION)           85

TABLE 7                NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT,

2019–2026 (USD MILLION)           86

6.2          SOLUTIONS        86

TABLE 8                SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)         86

TABLE 9                SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)         86

TABLE 10              SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)   87

TABLE 11              SOLUTIONS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)   87

6.2.1      PLATFORM         87

TABLE 12              PLATFORM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)    88

TABLE 13              PLATFORM: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)    88

6.2.2      SOFTWARE TOOLS           88

TABLE 14              SOFTWARE TOOLS: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  89

TABLE 15              SOFTWARE TOOLS: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  89

6.3          SERVICES             89

FIGURE 37           MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD               90

TABLE 16              SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)              90

TABLE 17              SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)              90

6.3.1      PROFESSIONAL SERVICES             91

FIGURE 38           CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD            91

TABLE 18              PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)             91

TABLE 19              PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)             92

TABLE 20              PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)             92

TABLE 21              PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)             92

6.3.1.1   Consulting           93

TABLE 22              CONSULTING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)         93

TABLE 23              CONSULTING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)         93

6.3.1.2   System Integration and Implementation               94

TABLE 24              SYSTEM INTEGRATION AND IMPLEMENTATION: MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)    94

TABLE 25              SYSTEM INTEGRATION AND IMPLEMENTATION: MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)    94

 

6.3.1.3   Support and Maintenance           94

TABLE 26              SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

2015–2019 (USD MILLION)           95

TABLE 27              SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

2019–2026 (USD MILLION)           95

6.3.2      MANAGED SERVICES      95

TABLE 28              MANAGED SERVICES MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)          96

TABLE 29              MANAGED SERVICES MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)          96

7              NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE    97

7.1          INTRODUCTION                98

7.1.1      DEPLOYMENT MODES: COVID-19 IMPACT            98

7.1.2      DEPLOYMENT MODES: NATURAL LANGUAGE PROCESSING MARKET DRIVERS     98

FIGURE 39           ON-PREMISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD              99

TABLE 30              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)   99

TABLE 31              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)   99

7.2          ON-PREMISES   100

TABLE 32              ON-PREMISES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  100

TABLE 33              ON-PREMISES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  100

7.3          CLOUD  101

TABLE 34              CLOUD: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)            101

TABLE 35              CLOUD: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)            101

8              NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE    102

8.1          INTRODUCTION                103

8.1.1      ORGANIZATION SIZE: COVID-19 IMPACT               103

8.1.2      ORGANIZATION SIZE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS       103

FIGURE 40           SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 104

TABLE 36              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)   104

TABLE 37              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)   104

8.2          SMALL AND MEDIUM-SIZED ENTERPRISES            105

TABLE 38              SMALL AND MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)           105

TABLE 39              SMALL AND MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)           106

 

8.3          LARGE ENTERPRISES       106

TABLE 40              LARGE ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  106

TABLE 41              LARGE ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  107

9              NATURAL LANGUAGE PROCESSING MARKET, BY TYPE    108

9.1          INTRODUCTION                109

9.1.1      TYPES: COVID-19 IMPACT             109

9.1.2      TYPES: NATURAL LANGUAGE PROCESSING MARKET DRIVERS     109

FIGURE 41           HYBRID SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD          109

TABLE 42              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,

2015–2019 (USD MILLION)           110

TABLE 43              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,

2019–2026 (USD MILLION)           110

9.2          RULE-BASED       110

TABLE 44              RULED-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  111

TABLE 45              RULED-BASED: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  111

9.3          STATISTICAL       111

TABLE 46              STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 112

TABLE 47              STATISTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 112

9.4          HYBRID 112

TABLE 48              HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)           113

TABLE 49              HYBRID: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)           113

10           NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION  114

10.1        INTRODUCTION                115

10.1.1    APPLICATIONS: COVID-19 IMPACT           115

10.1.2    APPLICATIONS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS   115

FIGURE 42           SENTIMENT ANALYSIS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD           115

TABLE 50              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,

2015–2019 (USD MILLION)           116

TABLE 51              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION,

2019–2026 (USD MILLION)           116

10.2        SENTIMENT ANALYSIS   117

TABLE 52              SENTIMENT ANALYSIS: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  117

TABLE 53              SENTIMENT ANALYSIS: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  118

 

10.3        DATA EXTRACTION          118

TABLE 54              DATA EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  118

TABLE 55              DATA EXTRACTION: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  119

10.4        RISK AND THREAT DETECTION    119

TABLE 56              RISK AND THREAT DETECTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 120

TABLE 57              RISK AND THREAT DETECTION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 120

10.5        AUTOMATIC SUMMARIZATION                120

TABLE 58              AUTOMATIC SUMMARIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 121

TABLE 59              AUTOMATIC SUMMARIZATION: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 121

10.6        CONTENT MANAGEMENT            122

TABLE 60              CONTENT MANAGEMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)             122

TABLE 61              CONTENT MANAGEMENT: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)             122

10.7        LANGUAGE SCORING    123

TABLE 62              LANGUAGE SCORING: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  123

TABLE 63              LANGUAGE SCORING: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  123

10.8        OTHERS                124

TABLE 64              OTHERS APPLICATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  124

TABLE 65              OTHERS APPLICATION: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  125

11           NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL          126

11.1        INTRODUCTION                127

11.1.1    VERTICALS: COVID-19 IMPACT   127

11.1.2    VERTICALS: NATURAL LANGUAGE PROCESSING MARKET DRIVERS            127

FIGURE 43           HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD       128

TABLE 66              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,

2015–2019 (USD MILLION)           129

TABLE 67              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL,

2019–2026 (USD MILLION)           129

11.2        BANKING, FINANCIAL SERVICES, AND INSURANCE           130

TABLE 68              BANKING, FINANCIAL SERVICES AND INSURANCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)        130

TABLE 69              BFSI: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,

2019–2026 (USD MILLION)           130

 

11.3        IT AND TELECOM              131

TABLE 70              IT AND TELECOM: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  131

TABLE 71              IT AND TELECOM: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  131

11.4        RETAIL AND ECOMMERCE            132

TABLE 72              RETAIL AND ECOMMERCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)             132

TABLE 73              RETAIL AND ECOMMERCE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)             132

11.5        HEALTHCARE AND LIFE SCIENCES              133

TABLE 74              HEALTHCARE AND LIFE SCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION) 133

TABLE 75              HEALTHCARE AND LIFE SCIENCES: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 133

11.6        TRANSPORTATION AND LOGISTICS          134

TABLE 76              TRANSPORTATION AND LOGISTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)       134

TABLE 77              TRANSPORTATION AND LOGISTICS: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)       134

11.7        GOVERNMENT AND PUBLIC SECTOR       135

TABLE 78              GOVERNMENT AND PUBLIC SECTOR: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2015–2019 (USD MILLION)       135

TABLE 79              GOVERNMENT AND PUBLIC SECTOR: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2019–2026 (USD MILLION)       135

11.8        ENERGY AND UTILITIES  136

TABLE 80              ENERGY AND UTILITIES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  136

TABLE 81              ENERGY AND UTILITIES: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  136

11.9        MANUFACTURING          137

TABLE 82              MANUFACTURING: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  137

TABLE 83              MANUFACTURING: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  137

11.10     OTHERS                138

TABLE 84              OTHERS VERTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2015–2019 (USD MILLION)  138

TABLE 85              OTHERS VERTICAL: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY REGION, 2019–2026 (USD MILLION)  138

 

12           NATURAL LANGUAGE PROCESSING MARKET, BY REGION             139

12.1        INTRODUCTION                140

FIGURE 44           INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD     140

FIGURE 45           ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING

THE FORECAST PERIOD  140

TABLE 86              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,

2015–2019 (USD MILLION)           141

TABLE 87              NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,

2019–2026 (USD MILLION)           141

12.2        NORTH AMERICA             141

12.2.1    NORTH AMERICA: COVID-19 IMPACT      142

12.2.2    NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS              142

12.2.3    NORTH AMERICA: REGULATIONS             142

12.2.3.1                Gramm–Leach–Bliley Act             142

12.2.3.2                Federal Information Security Management Act  143

12.2.3.3                Federal Information Processing Standards           143

FIGURE 46           NORTH AMERICA: MARKET SNAPSHOT  144

TABLE 88              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2015–2019 (USD MILLION)       144

TABLE 89              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2019–2026 (USD MILLION)       145

TABLE 90              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2015–2019 (USD MILLION)             145

TABLE 91              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2019–2026 (USD MILLION)             145

TABLE 92              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SERVICE, 2015–2019 (USD MILLION)  146

TABLE 93              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SERVICE, 2019–2026 (USD MILLION)  146

TABLE 94              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)         146

TABLE 95              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)         147

TABLE 96              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)         147

TABLE 97              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)         147

TABLE 98              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)                148

TABLE 99              NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)                148

TABLE 100            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2015–2019 (USD MILLION)       148

TABLE 101            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2019–2026 (USD MILLION)       149

TABLE 102            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2015–2019 (USD MILLION)               149

TABLE 103            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2019–2026 (USD MILLION)               150

TABLE 104            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2015–2019 (USD MILLION)               150

TABLE 105            NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2019–2026 (USD MILLION)               151

12.2.4    UNITED STATES 151

12.2.5    CANADA              151

12.3        EUROPE               152

12.3.1    EUROPE: COVID-19 IMPACT        152

12.3.2    EUROPE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS 152

12.3.3    EUROPE: REGULATIONS                153

12.3.3.1                European Market Infrastructure Regulation        153

12.3.3.2                General Data Protection Regulation        153

12.3.3.3                European Committee for Standardization             153

12.3.3.4                European Technical Standards Institute 153

TABLE 106            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION)                154

TABLE 107            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION)                154

TABLE 108            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION)     154

TABLE 109            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION)     155

TABLE 110            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)         155

TABLE 111            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)         155

TABLE 112            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)             156

TABLE 113            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)             156

TABLE 114            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)         156

TABLE 115            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)         157

TABLE 116            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,

2015–2019 (USD MILLION)           157

TABLE 117            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE,

2019–2026 (USD MILLION)           157

TABLE 118            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION)                158

TABLE 119            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION)                158

TABLE 120            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION)       159

TABLE 121            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)       159

TABLE 122            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION)      160

TABLE 123            EUROPE: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION)      160

12.3.4    UNITED KINGDOM          160

12.3.5    GERMANY           160

12.3.6    FRANCE                161

12.3.7    REST OF EUROPE              161

12.4        ASIA PACIFIC     161

12.4.1    ASIA PACIFIC: COVID-19 IMPACT              161

12.4.2    ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET DRIVERS       162

12.4.3    ASIA PACIFIC: REGULATIONS      162

12.4.3.1                Privacy Commissioner for Personal Data                162

12.4.3.2                Act on the Protection of Personal Information   162

12.4.3.3                Critical Information Infrastructure            163

12.4.3.4                International Organization for Standardization 27001       163

12.4.3.5                Personal Data Protection Act      163

FIGURE 47           ASIA PACIFIC: MARKET SNAPSHOT          164

TABLE 124            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2015–2019 (USD MILLION)       164

TABLE 125            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2019–2026 (USD MILLION)       165

TABLE 126            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2015–2019 (USD MILLION)             165

TABLE 127            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2019–2026 (USD MILLION)             165

TABLE 128            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)                166

TABLE 129            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)                166

TABLE 130            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)         166

TABLE 131            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)         167

TABLE 132            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)         167

TABLE 133            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)         167

TABLE 134            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)      168

TABLE 135            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)      168

TABLE 136            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2015–2019 (USD MILLION)       168

TABLE 137            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2019–2026 (USD MILLION)       169

TABLE 138            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2015–2019 (USD MILLION)               169

TABLE 139            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2019–2026 (USD MILLION)               170

TABLE 140            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2015–2019 (USD MILLION)               170

TABLE 141            ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2019–2026 (USD MILLION)               171

12.4.4    CHINA   171

12.4.5    INDIA    171

12.4.6    JAPAN  171

12.4.7    REST OF ASIA PACIFIC    172

12.5        MIDDLE EAST AND AFRICA           172

12.5.1    MIDDLE EAST AND AFRICA: COVID-19 IMPACT   172

12.5.2    MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS            173

12.5.3    MIDDLE EAST AND AFRICA: REGULATIONS           173

12.5.3.1                Israeli Privacy Protection Regulations (Data Security), 5777-2017                173

12.5.3.2                Cloud Computing Framework     173

12.5.3.3                GDPR Applicability in the Kingdom of Saudi Arabia (KSA)                173

12.5.3.4                Protection of Personal Information Act  174

12.5.3.5                Protection of Personal Information (POPI) Act   174

TABLE 142            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2015–2019 (USD MILLION) 174

TABLE 143            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 174

TABLE 144            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2015–2019 (USD MILLION) 175

TABLE 145            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SOLUTION, 2019–2026 (USD MILLION) 175

TABLE 146            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2015–2019 (USD MILLION)             175

TABLE 147            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY SERVICE, 2019–2026 (USD MILLION)             176

TABLE 148            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)           176

TABLE 149            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)           176

TABLE 150            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)           177

TABLE 151            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)           177

TABLE 152            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2015–2019 (USD MILLION)             177

TABLE 153            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY TYPE, 2019–2026 (USD MILLION)             178

TABLE 154            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2015–2019 (USD MILLION) 178

TABLE 155            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION) 179

TABLE 156            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2015–2019 (USD MILLION) 179

TABLE 157            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 180

TABLE 158            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2015–2019 (USD MILLION) 180

TABLE 159            MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 181

12.5.4    KINGDOM OF SAUDI ARABIA     181

12.5.5    UNITED ARAB EMIRATES              181

12.5.6    SOUTH AFRICA  182

12.5.7    REST OF MIDDLE EAST AND AFRICA         182

12.6        LATIN AMERICA                182

12.6.1    LATIN AMERICA: COVID-19 IMPACT        183

12.6.2    LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET DRIVERS 183

12.6.3    LATIN AMERICA: REGULATIONS                183

12.6.3.1                Brazil Data Protection Law            183

TABLE 160            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2015–2019 (USD MILLION)       184

TABLE 161            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COMPONENT, 2019–2026 (USD MILLION)       184

TABLE 162            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2015–2019 (USD MILLION)             184

TABLE 163            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SOLUTION, 2019–2026 (USD MILLION)             185

TABLE 164            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SERVICE, 2015–2019 (USD MILLION)  185

TABLE 165            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY SERVICE, 2019–2026 (USD MILLION)  185

TABLE 166            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)         186

TABLE 167            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

 BY DEPLOYMENT MODE, 2019–2026 (USD MILLION)        186

TABLE 168            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)         186

TABLE 169            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY ORGANIZATION SIZE, 2019–2026 (USD MILLION)         187

TABLE 170            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY TYPE, 2015–2019 (USD MILLION)         187

TABLE 171            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY TYPE, 2019–2026 (USD MILLION)         187

TABLE 172            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2015–2019 (USD MILLION)       188

TABLE 173            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY APPLICATION, 2019–2026 (USD MILLION)       188

TABLE 174            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2015–2019 (USD MILLION)               189

TABLE 175            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY VERTICAL, 2019–2026 (USD MILLION)               189

TABLE 176            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2015–2019 (USD MILLION)               190

TABLE 177            LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET SIZE,

BY COUNTRY, 2019–2026 (USD MILLION)               190

12.6.4    BRAZIL  190

12.6.5    MEXICO               190

12.6.6    REST OF LATIN AMERICA              191

13           COMPETITIVE LANDSCAPE           192

13.1        OVERVIEW          192

13.2        MARKET EVALUATION FRAMEWORK      192

FIGURE 48           MARKET EVALUATION FRAMEWORK: PARTNERSHIPS AND EXPANSIONS FROM 2018 TO 2020      192

13.3        MARKET SHARE, 2020     193

FIGURE 49           IBM LED NATURAL LANGUAGE PROCESSING MARKET IN 2020    193

13.4        HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS                194

FIGURE 50           REVENUE ANALYSIS OF KEY MARKET PLAYERS    194

13.5        KEY MARKET DEVELOPMENTS    194

13.5.1    NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS       194

TABLE 178            NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020               195

13.5.2    BUSINESS EXPANSIONS                196

TABLE 179            BUSINESS EXPANSIONS, 2019-2020          196

13.5.3    MERGERS AND ACQUISITIONS   197

TABLE 180            MERGERS AND ACQUISITIONS, 2018–2020           197

13.5.4    PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS      197

TABLE 181            PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,

2018–2020           197

13.6        COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY      198

FIGURE 51           RANKING OF KEY PLAYERS, 2020               199

13.7        COMPANY EVALUATION MATRIX, 2020 199

13.7.1    STAR      199

13.7.2    EMERGING LEADERS      199

13.7.3    PERVASIVE         199

13.7.4    PARTICIPANTS  199

FIGURE 52           NATURAL LANGUAGE PROCESSING MARKET (GLOBAL),

COMPANY EVALUATION MATRIX, 2020 200

13.7.5    STRENGTH OF PRODUCT PORTFOLIO      201

FIGURE 53           PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN NATURAL LANGUAGE PROCESSING MARKET            201

13.7.6    BUSINESS STRATEGY EXCELLENCE             202

FIGURE 54           BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN NATURAL LANGUAGE PROCESSING MARKET          202

13.8        STARTUP/SME EVALUATION MATRIX, 2020         203

13.8.1    PROGRESSIVE COMPANIES         203

13.8.2    RESPONSIVE COMPANIES            203

13.8.3    DYNAMIC COMPANIES  203

13.8.4    STARTING BLOCKS           203

FIGURE 55           NATURAL LANGUAGE PROCESSING MARKET (GLOBAL), STARTUP/SME EVALUATION MATRIX, 2020        204

13.8.5    STRENGTH OF PRODUCT PORTFOLIO      205

FIGURE 56           PRODUCT PORTFOLIO ANALYSIS OF TOP STARTUPS IN NATURAL LANGUAGE PROCESSING MARKET        205

13.8.6    BUSINESS STRATEGY EXCELLENCE             205

FIGURE 57           BUSINESS STRATEGY EXCELLENCE OF TOP STARTUPS IN NATURAL LANGUAGE PROCESSING MARKET      205

14           COMPANY PROFILES      206

14.1        INTRODUCTION                206

(Business Overview, Solutions & Services, Key Insights, Recent Developments, MnM View)*

14.2        IBM        206

FIGURE 58           IBM: COMPANY SNAPSHOT        207

14.3        MICROSOFT       211

FIGURE 59           MICROSOFT: COMPANY SNAPSHOT        211

14.4        GOOGLE              215

FIGURE 60           GOOGLE: COMPANY SNAPSHOT               215

14.5        AMAZON WEB SERVICES              219

FIGURE 61           AMAZON WEB SERVICES: COMPANY SNAPSHOT               219

14.6        FACEBOOK          223

FIGURE 62           FACEBOOK: COMPANY SNAPSHOT          223

14.7        APPLE   225

FIGURE 63           APPLE: COMPANY SNAPSHOT    225

14.8        3M         227

FIGURE 64           3M: COMPANY SNAPSHOT          227

14.9        INTEL     229

FIGURE 65           INTEL: COMPANY SNAPSHOT     229

14.10     BAIDU   231

FIGURE 66           BAIDU: COMPANY SNAPSHOT   231

14.11     SAS INSTITUTE  233

FIGURE 67           SAS INSTITUTE: COMPANY SNAPSHOT   233

14.12     LINGUAMATICS                237

14.13     INBENTA              239

14.14     HEALTH FIDELITY              240

14.15     VERITONE           240

14.16     DOLBEY                241

14.17     NARRATIVE SCIENCE      241

14.18     BITEXT  242

14.19     CONVERSICA     242

14.20     SPARKCOGNITION          243

14.21     AUTOMATED INSIGHTS 243

14.22     GNANI.AI            244

14.23     NIKI.AI  244

14.24     MIHUP 245

14.25     OBSERVE.AI        245

14.26     HYRO     246

14.27     JUST AI 246

14.28     RAGAVERA         247

*Details on Business Overview, Solutions & Services, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.

15           ADJACENT AND RELATED MARKETS         248

15.1        INTRODUCTION                248

15.2        NLP IN HEALTHCARE AND LIFE SCIENCES MARKET - GLOBAL FORECAST TO 2025  248

15.2.1    MARKET DEFINITION      248

15.2.2    MARKET OVERVIEW       248

15.2.2.1                NLP in healthcare and life sciences market size, by component  249

TABLE 182            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)        249

15.2.2.2                NLP in healthcare and life sciences market size, by type 249

TABLE 183            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)          249

15.2.2.3                NLP in healthcare and life sciences market size, by deployment mode    250

TABLE 184            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)                250

15.2.2.4                NLP in healthcare and life sciences market size, by organization size        250

TABLE 185            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)                251

15.2.2.5                NLP in healthcare and life sciences market size, by application    251

TABLE 186            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION)        251

15.2.2.6                NLP in healthcare and life sciences market size, by end user        251

TABLE 187            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY END USER, 2018–2025 (USD MILLION)                252

15.2.2.7                NLP in healthcare and life sciences market size, by region             252

TABLE 188            NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)    252

 

15.3        CONVERSATIONAL AI MARKET- GLOBAL FORECAST TO 2025        253

15.3.1    MARKET DEFINITION      253

15.3.2    MARKET OVERVIEW       253

15.3.2.1                Conversational AI market, by component             253

TABLE 189            CONVERSATIONAL AI MARKET SIZE, BY COMPONENT,

2016–2019 (USD MILLION)           253

TABLE 190            CONVERSATIONAL AI MARKET SIZE, BY COMPONENT,

2019–2025 (USD MILLION)           254

15.3.2.2                Conversational AI market, by type           254

TABLE 191            CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2016–2019 (USD MILLION)                254

TABLE 192            CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)                254

15.3.2.3                Conversational AI market, by technology              255

TABLE 193            CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY,

2016–2019 (USD MILLION)           255

TABLE 194            CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY,

2019–2025 (USD MILLION)           255

15.3.2.4                Conversational AI market, by deployment mode              255

TABLE 195            CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE,

2016–2019 (USD MILLION)           255

TABLE 196            CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE,

2019–2025 (USD MILLION)           256

15.3.2.5                Conversational AI market, by application              256

TABLE 197            CONVERSATIONAL AI MARKET SIZE, BY APPLICATION,

2016–2019 (USD MILLION)           256

TABLE 198            CONVERSATIONAL AI MARKET SIZE, BY APPLICATION,

2019–2025 (USD MILLION)           257

15.3.2.6                Conversational AI market, by vertical      257

TABLE 199            CONVERSATIONAL AI MARKET SIZE, BY VERTICAL,

2016–2019 (USD MILLION)           257

TABLE 200            CONVERSATIONAL AI MARKET SIZE, BY VERTICAL,

2019–2025 (USD MILLION)           258

15.3.2.7                Conversational AI market, by region       258

TABLE 201            CONVERSATIONAL AI MARKET SIZE, BY REGION, 2016–2019 (USD MILLION)         258

TABLE 202            CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019–2025(USD MILLION)          259

16           APPENDIX           260

16.1        INDUSTRY EXPERTS         260

16.2        DISCUSSION GUIDE        261

16.3        KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL   268

16.4        AVAILABLE CUSTOMIZATIONS   270

16.5        RELATED REPORTS           270

16.6        AUTHOR DETAILS             271

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Particle Size Analysis Market by Technology (Laser Diffraction, DLS, Imaging, Coulter Principle, Sieving, Nanoparticle Tracking), Dispersion (Wet, Dry...

Publisher:        MarketsandMarkets

# of Pages:        204

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Publication Date:  November, 2021

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1 INTRODUCTION 26
1.1 OBJECTIVES OF THE STUDY 26
1.2 MARKET DEFINITION 26
1.2.1 INCLUSIONS & EXCLUSIONS 27
1.3 MARKET SCOPE 27
1.3.1 MARKETS COVERED 27
1.3.1.1 Regions covered 28
1.3.2 YEARS CONSIDERED FOR THE STUDY 28
1.4 CURRENCY USED FOR THE STUDY 29
1.5 STAKEHOLDERS 29
1.6 SUMMARY OF CHANGES 29
2 RESEARCH METHODOLOGY 31
2.1 RESEARCH DATA 31
FIGURE 1 RESEARCH DESIGN 31
2.1.1 SECONDARY DATA 32
2.1.1.1 Indicative list of secondary sources 33
2.1.2 PRIMARY DATA 33
2.1.2.1 Breakdown of primaries 34
FIGURE 2 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 34
2.2 MARKET ESTIMATION METHODOLOGY 34
FIGURE 3 RESEARCH METHODOLOGY: HYPOTHESIS BUILDING 35
2.2.1 REVENUE MAPPING-BASED MARKET ESTIMATION 35
2.2.2 PRODUCT-BASED MARKET ESTIMATION 36
FIGURE 4 PARTICLE SIZE ANALYSIS MARKET: REVENUE MAPPING-BASED ESTIMATION 36
2.2.3 END USER-BASED MARKET SIZE ESTIMATION 36
FIGURE 5 PARTICLE SIZE ANALYSIS MARKET: END USER-BASED ESTIMATION 37
2.2.4 PRIMARY RESEARCH VALIDATION 37
2.3 COVID-19 HEALTH ASSESSMENT 38
2.4 COVID-19 ECONOMIC ASSESSMENT 38
2.5 ASSESSMENT OF THE IMPACT OF COVID-19 ON THE ECONOMIC SCENARIO 38
FIGURE 6 CRITERIA IMPACTING THE GLOBAL ECONOMY 39
FIGURE 7 RECOVERY SCENARIO OF THE GLOBAL ECONOMY 40
2.6 DATA TRIANGULATION 41
FIGURE 8 DATA TRIANGULATION 41
2.7 RESEARCH ASSUMPTIONS 42
2.8 RESEARCH LIMITATIONS 42
3 EXECUTIVE SUMMARY 43
FIGURE 9 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2021 VS. 2026 (USD MILLION) 43
FIGURE 10 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2021 VS. 2026 (USD MILLION) 44
FIGURE 11 PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2021 VS. 2026 (USD MILLION) 45
FIGURE 12 PARTICLE SIZE ANALYSIS MARKET SHARE FOR HEALTHCARE INDUSTRY,
BY END USER (2021 VS. 2026) 45
FIGURE 13 PARTICLE SIZE ANALYSIS MARKET: GEOGRAPHIC SNAPSHOT 46
4 PREMIUM INSIGHTS 48
4.1 PARTICLE SIZE ANALYSIS MARKET OVERVIEW 48
FIGURE 14 INCREASING RESEARCH ACTIVITIES IN NANOTECHNOLOGY TO DRIVE MARKET GROWTH 48
4.2 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY 49
FIGURE 15 LASER DIFFRACTION SEGMENT TO DOMINATE THE MARKET DURING
2021–2026 49
4.3 PARTICLE SIZE ANALYSIS MARKET, BY END USER (2020) 49
FIGURE 16 NORTH AMERICA WAS A KEY MARKET FOR ALL END USER SEGMENTS IN 2020 49
4.4 GEOGRAPHIC SNAPSHOT OF THE PARTICLE SIZE ANALYSIS MARKET 50
FIGURE 17 CHINA AND INDIA TO BE THE FASTEST-GROWING MARKETS FOR PARTICLE SIZE ANALYSIS PRODUCTS DURING THE FORECAST PERIOD 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 51
FIGURE 18 PARTICLE SIZE ANALYSIS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 51
5.2.1 DRIVERS 52
5.2.1.1 Increasing research activities in the field of nanotechnology 52
5.2.1.2 Increasing investments in pharmaceutical R&D 53
5.2.1.3 Development of technologically advanced nanoparticle instruments 53
5.2.1.4 Stringent regulatory guidelines for product quality across industries 53
5.2.1.5 Increasing funding activities to drive the purchasing power of research institutions 54
5.2.2 RESTRAINTS 54
5.2.2.1 High cost of particle size analyzers 54
5.2.2.2 Limitations in particle characterization range 54
5.2.3 OPPORTUNITIES 55
5.2.3.1 Increasing number of conferences and events 55
5.2.3.2 Emerging markets 55
5.2.4 CHALLENGES 56
5.2.4.1 Lack of well-established distribution networks among SMEs 56
5.2.4.2 Limitations of laser diffraction technology 56
5.3 PORTER’S FIVE FORCES ANALYSIS 57
5.3.1 OVERVIEW 57
TABLE 1 PARTICLE SIZE ANALYSIS MARKET: PORTER’S FIVE FORCES ANALYSIS 57
5.3.2 THREAT OF NEW ENTRANTS 57
5.3.3 THREAT OF SUBSTITUTES 57
5.3.4 BARGAINING POWER OF SUPPLIERS 58
5.3.5 BARGAINING POWER OF BUYERS 58
5.3.6 DEGREE OF COMPETITION 58
5.4 REGULATORY ANALYSIS 58
5.5 ECOSYSTEM MAPPING 62
5.6 VALUE CHAIN ANALYSIS 62
5.6.1 RESEARCH AND DEVELOPMENT (R&D) 62
5.6.2 MANUFACTURING AND ASSEMBLY 62
5.6.3 DISTRIBUTION, MARKETING & SALES, AND POST-SALES SERVICES 62
FIGURE 19 VALUE CHAIN ANALYSIS 63
5.7 SUPPLY CHAIN ANALYSIS 63
5.7.1 PROMINENT COMPANIES 63
5.7.2 SMALL & MEDIUM-SIZED ENTERPRISES (SMES) 63
5.7.3 END USERS 64
FIGURE 20 SUPPLY CHAIN ANALYSIS 64
5.8 IMPACT OF COVID-19 ON THE PARTICLE SIZE ANALYSIS MARKET 64
5.9 PRICING ANALYSIS 65
5.10 PATENT ANALYSIS 65
FIGURE 21 TOP 10 PATENT OWNERS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 65
FIGURE 22 TOP 10 INVENTORS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 66
FIGURE 23 TOP 10 PATENT APPLICANTS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 66
FIGURE 24 PATENT DOCUMENTS BY JURISDICTION FOR PARTICLE SIZE ANALYSIS (JANUARY 2011 AND OCTOBER 2021) 67
FIGURE 25 PATENT DOCUMENTS BY LEGAL STATUS FOR PARTICLE SIZE ANALYSIS (JANUARY 2011 AND OCTOBER 2021) 67
6 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY 68
6.1 INTRODUCTION 69
TABLE 2 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 69
6.2 LASER DIFFRACTION 69
6.2.1 TECHNOLOGICAL ADVANTAGES OF THIS METHOD TO RESULT IN HIGHER ADOPTION AMONGST END USERS 69
TABLE 3 PARTICLE SIZE ANALYSIS MARKET FOR LASER DIFFRACTION, BY REGION, 2019–2026 (USD MILLION) 71
TABLE 4 PARTICLE SIZE ANALYSIS MARKET FOR LASER DIFFRACTION, BY END USER, 2019–2026 (USD MILLION) 71
6.3 DYNAMIC LIGHT SCATTERING 72
6.3.1 NANOTECHNOLOGICAL APPLICATIONS OF DLS TECHNOLOGIES TO DRIVE MARKET GROWTH 72
TABLE 5 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC LIGHT SCATTERING,
BY REGION, 2019–2026 (USD MILLION) 73
TABLE 6 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC LIGHT SCATTERING,
BY END USER, 2019–2026 (USD MILLION) 73
6.4 IMAGING 74
TABLE 7 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 74
TABLE 8 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY REGION,
2019–2026 (USD MILLION) 75
TABLE 9 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY END USER,
2019–2026 (USD MILLION) 75
6.4.1 DYNAMIC IMAGING 76
6.4.1.1 User-friendliness and high-speed analysis to drive market growth 76
TABLE 10 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC IMAGING, BY REGION, 2019–2026 (USD MILLION) 77
6.4.2 STATIC IMAGING 77
6.4.2.1 High-resolution particle size and shape information output to push the market growth 77
TABLE 11 PARTICLE SIZE ANALYSIS MARKET FOR STATIC IMAGING, BY REGION,
2019–2026 (USD MILLION) 78
6.5 NANOPARTICLE TRACKING ANALYSIS (NTA) 78
6.5.1 ADVANCED TECHNOLOGY FOR NANO-PARTICLE SIZE ANALYSIS TO DRIVE MARKET 78
TABLE 12 PARTICLE SIZE ANALYSIS MARKET FOR NANOPARTICLE TRACKING ANALYSIS, BY REGION, 2019–2026 (USD MILLION) 79
TABLE 13 PARTICLE SIZE ANALYSIS MARKET FOR NANOPARTICLE TRACKING ANALYSIS, BY END USER, 2019–2026 (USD MILLION) 80
6.6 COULTER PRINCIPLE 80
6.6.1 HIGH ADOPTION IN THE HEALTHCARE INDUSTRY TO DRIVE CELLULAR SIZE ANALYSIS 80
TABLE 14 PARTICLE SIZE ANALYSIS MARKET FOR THE COULTER PRINCIPLE, BY REGION, 2019–2026 (USD MILLION) 81
TABLE 15 PARTICLE SIZE ANALYSIS MARKET FOR THE COULTER PRINCIPLE,
BY END USER, 2019–2026 (USD MILLION) 81
6.7 SIEVE ANALYSIS 82
6.7.1 DEVELOPMENT OF OTHER ADVANCED AND ACCURATE TECHNIQUES FOR PARTICLE SIZING TO DISRUPT THE SEGMENT GROWTH 82
TABLE 16 PARTICLE SIZE ANALYSIS MARKET FOR SIEVE ANALYSIS, BY REGION,
2019–2026 (USD MILLION) 82
TABLE 17 PARTICLE SIZE ANALYSIS MARKET FOR SIEVE ANALYSIS, BY END USER, 2019–2026 (USD MILLION) 83
6.8 OTHER TECHNOLOGIES 83
TABLE 18 PARTICLE SIZE ANALYSIS MARKET FOR OTHER TECHNOLOGIES, BY REGION, 2019–2026 (USD MILLION) 84
TABLE 19 PARTICLE SIZE ANALYSIS MARKET FOR OTHER TECHNOLOGIES,
BY END USER, 2019–2026 (USD MILLION) 84
7 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE 85
7.1 INTRODUCTION 86
TABLE 20 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2019–2026 (USD MILLION) 86
7.2 WET DISPERSION 86
7.2.1 HIGH ADOPTION AMONGST END USERS, ESPECIALLY FOR TOUGH SAMPLES/MATERIALS, TO SUPPORT MARKET GROWTH 86
TABLE 21 PARTICLE SIZE ANALYSIS MARKET FOR WET DISPERSION, BY REGION,
2019–2026 (USD MILLION) 87
7.3 DRY DISPERSION 87
7.3.1 EASE OF USE COMPARED TO WET DISPERSION METHODS TO DRIVE MARKET GROWTH 87
TABLE 22 PARTICLE SIZE ANALYSIS MARKET FOR DRY DISPERSION, BY REGION,
2019–2026 (USD MILLION) 88
7.4 SPRAY DISPERSION 89
7.4.1 INCREASED USE OF SPRAY-BASED MEDICINES IN THE PHARMACEUTICAL INDUSTRY TO DRIVE MARKET GROWTH 89
TABLE 23 PARTICLE SIZE ANALYSIS MARKET FOR SPRAY DISPERSION, BY REGION, 2019–2026 (USD MILLION) 89
8 PARTICLE SIZE ANALYSIS MARKET, BY END USER 90
8.1 INTRODUCTION 91
TABLE 24 PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 91
8.2 HEALTHCARE INDUSTRY 91
TABLE 25 PARTICLE SIZE ANALYSIS MARKET FOR HEALTHCARE INDUSTRY,
BY END USER, 2019–2026 (USD MILLION) 92
TABLE 26 PARTICLE SIZE ANALYSIS MARKET FOR HEALTHCARE INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 93
8.2.1 PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES 93
8.2.1.1 Particle size analysis plays a crucial step in raw material assessment and quality control 93
TABLE 27 PARTICLE SIZE ANALYSIS MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY REGION, 2019–2026 (USD MILLION) 94
8.2.2 PUBLIC & PRIVATE RESEARCH INSTITUTIONS 94
8.2.2.1 Active government investment to support nanotechnology research to drive the market demand 94
TABLE 28 PARTICLE SIZE ANALYSIS MARKET FOR PUBLIC & PRIVATE RESEARCH INSTITUTIONS, BY REGION, 2019–2026 (USD MILLION) 95
8.2.3 ACADEMIC INSTITUTIONS 95
8.2.3.1 Increasing focus on nanotechnology-related research and studies to expand the utilization of particle size analyzers 95
TABLE 29 PARTICLE SIZE ANALYSIS MARKET FOR ACADEMIC INSTITUTIONS,
BY REGION, 2019–2026 (USD MILLION) 96
8.3 COSMETIC INDUSTRY 96
8.3.1 WIDESPREAD APPLICATION IN MANUFACTURING AND QUALITY CONTROL OF THE FINAL PRODUCT TO SUPPORT MARKET GROWTH 96
TABLE 30 PARTICLE SIZE ANALYSIS MARKET FOR COSMETIC INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 97
8.4 CHEMICALS & PETROLEUM INDUSTRY 97
8.4.1 EXPANDING CHEMICALS & PETROLEUM INDUSTRY TO REFLECT
THE INCREASING DEMAND FOR PARTICLE SIZE ANALYZERS 97
TABLE 31 PARTICLE SIZE ANALYSIS MARKET FOR CHEMICALS & PETROLEUM INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 98
8.5 MINING, MINERALS, AND CEMENT INDUSTRY 98
8.5.1 WIDESPREAD APPLICATION OF PARTICLE SIZE ANALYSIS TO SUPPORT MARKET GROWTH 98
TABLE 32 PARTICLE SIZE ANALYSIS MARKET FOR MINING, MINERALS, AND CEMENT INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 99
8.6 FOOD & BEVERAGE INDUSTRY 99
8.6.1 GROWING CONCERN OVER FOOD QUALITY AND SAFETY COMPLIANCE IN EMERGING COUNTRIES TO DRIVE THE MARKET 99
TABLE 33 PARTICLE SIZE ANALYSIS MARKET FOR FOOD & BEVERAGE INDUSTRY,
BY REGION, 2019–2026 (USD MILLION) 100
8.7 OTHER INDUSTRIES 100
TABLE 34 PARTICLE SIZE ANALYSIS MARKET FOR OTHER INDUSTRIES, BY REGION, 2019–2026 (USD MILLION) 101
9 PARTICLE SIZE ANALYSIS MARKET, BY REGION 102
9.1 INTRODUCTION 103
TABLE 35 PARTICLE SIZE ANALYSIS MARKET, BY REGION, 2019–2026 (USD MILLION) 103
9.2 NORTH AMERICA 104
FIGURE 26 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET SNAPSHOT 105
TABLE 36 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 106
TABLE 37 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY, 2019–2026 (USD MILLION) 106
TABLE 38 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 106
TABLE 39 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 107
TABLE 40 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 107
TABLE 41 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 108
9.2.1 US 108
9.2.1.1 Presence of a large number of pharmaceutical & biotechnological companies to support the market growth 108
TABLE 42 US: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 109
TABLE 43 US: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 109
9.2.2 CANADA 110
9.2.2.1 Increasing number of conferences on nanotechnology to drive the market growth 110
TABLE 44 CANADA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 110
TABLE 45 CANADA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 111
9.3 EUROPE 111
TABLE 46 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 112
TABLE 47 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 112
TABLE 48 EUROPE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 113
TABLE 49 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2019–2026 (USD MILLION) 113
TABLE 50 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 113
TABLE 51 EUROPE: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 114
9.3.1 GERMANY 114
9.3.1.1 Increasing number of conferences and workshops to push the adoption of particle size analyzers 114
TABLE 52 GERMANY: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 115
TABLE 53 GERMANY: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 115
9.3.2 UK 115
9.3.2.1 Academic and research institutions to drive the demand for particle size analyzers 115
TABLE 54 UK: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 116
TABLE 55 UK: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 116
9.3.3 FRANCE 117
9.3.3.1 Public-private investments for biotechnology to support the adoption of particle size analyzers 117
TABLE 56 FRANCE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 117
TABLE 57 FRANCE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 118
9.3.4 ITALY 118
9.3.4.1 Well established manufacturing and research infrastructure to push the utilization of particle size analyzers 118
TABLE 58 ITALY: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 119
TABLE 59 ITALY: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 119
9.3.5 SPAIN 119
9.3.5.1 Favorable environment for pharma and biotech companies and SMEs to support the demand for particle size analysis products 119
TABLE 60 SPAIN: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 120
TABLE 61 SPAIN: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 120
9.3.6 REST OF EUROPE 121
TABLE 62 ROE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 121
TABLE 63 ROE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 122
9.4 ASIA PACIFIC 122
FIGURE 27 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET SNAPSHOT 123
TABLE 64 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 124
TABLE 65 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 124
TABLE 66 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 125
TABLE 67 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 125
TABLE 68 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 126
TABLE 69 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 126
9.4.1 CHINA 127
9.4.1.1 Growing end user base to push the demand for particle size analyzers in China 127
TABLE 70 CHINA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 127
TABLE 71 CHINA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 128
9.4.2 JAPAN 128
9.4.2.1 Rising R&D expenditure to drive the Japanese market 128
TABLE 72 JAPAN: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 129
TABLE 73 JAPAN: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 129
9.4.3 INDIA 129
9.4.3.1 Growing pharmaceutical manufacturing base to boost the demand for particle size analyzers 129
TABLE 74 INDIA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 130
TABLE 75 INDIA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 131
9.4.4 AUSTRALIA 131
9.4.4.1 Strong focus on biotechnology-based manufacturing and research to fuel market growth 131
TABLE 76 AUSTRALIA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 132
TABLE 77 AUSTRALIA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 132
9.4.5 SOUTH KOREA 132
9.4.5.1 Strong focus on R&D activities to drive the market growth 132
TABLE 78 SOUTH KOREA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 133
TABLE 79 SOUTH KOREA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 133
9.4.6 REST OF ASIA PACIFIC 134
TABLE 80 ROAPAC: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 134
TABLE 81 ROAPAC: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 134
9.5 LATIN AMERICA 135
TABLE 82 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 135
TABLE 83 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 136
TABLE 84 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 136
TABLE 85 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 136
TABLE 86 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 137
TABLE 87 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 137
9.5.1 BRAZIL 138
9.5.1.1 Lack of stringent government guidelines to hinder the market growth 138
TABLE 88 BRAZIL: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 138
TABLE 89 BRAZIL: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 139
9.5.2 MEXICO 139
9.5.2.1 Well established mining and petroleum industry base to boost the market growth 139
TABLE 90 MEXICO: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 140
TABLE 91 MEXICO: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 140
9.5.3 REST OF LATIN AMERICA 140
TABLE 92 ROLA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 141
TABLE 93 ROLA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 141
9.6 MIDDLE EAST & AFRICA 142
9.6.1 MULTIPLE CONFERENCES AND EXHIBITIONS TO PROMOTE THE UTILIZATION OF PARTICLE SIZE ANALYZERS 142
TABLE 94 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET,
BY TECHNOLOGY, 2019–2026 (USD MILLION) 142
TABLE 95 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING,
BY TYPE, 2019–2026 (USD MILLION) 143
TABLE 96 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 143
TABLE 97 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER, 2019–2026 (USD MILLION) 144
TABLE 98 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 144
10 COMPETITIVE LANDSCAPE 145
10.1 OVERVIEW 145
10.2 KEY PLAYER STRATEGIES 145
FIGURE 28 KEY DEVELOPMENTS IN THE PARTICLE SIZE ANALYSIS MARKET
(2018 TO 2021) 146
10.3 REVENUE SHARE ANALYSIS OF KEY MARKET PLAYERS 147
FIGURE 29 REVENUE SHARE ANALYSIS OF THE TOP THREE PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 147
10.4 MARKET SHARE ANALYSIS 148
FIGURE 30 PARTICLE SIZE ANALYSIS MARKET SHARE, BY KEY PLAYER, 2020 148
10.5 COMPETITIVE LEADERSHIP MAPPING: COMPANY EVALUATION MATRIX FOR 25 MAJOR PLAYERS 149
10.5.1 TERMINOLOGY/NOMENCLATURE 150
10.5.1.1 Stars 150
10.5.1.2 Emerging leaders 150
10.5.1.3 Pervasive players 150
10.5.1.4 Participants 150
FIGURE 31 PARTICLE SIZE ANALYSIS MARKET: COMPETITIVE LEADERSHIP MAPPING, 2020 151
10.6 COMPETITIVE LEADERSHIP MAPPING-START-UP/ SME EVALUATION QUADRANT 152
10.6.1 PROGRESSIVE COMPANIES 152
10.6.2 RESPONSIVE COMPANIES 152
10.6.3 DYNAMIC COMPANIES 152
10.6.4 STARTING BLOCKS 152
FIGURE 32 DIGITAL X-RAY MARKET: COMPETITIVE LEADERSHIP MAPPING (SMES/START-UPS) 153
10.7 COMPETITIVE BENCHMARKING 154
TABLE 99 TECHNOLOGY AND REGIONAL FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 154
TABLE 100 TECHNOLOGY FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 155
TABLE 101 REGIONAL FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 156
10.8 COMPETITIVE SCENARIO (2018–2021) 157
10.8.1 NEW PRODUCT LAUNCHES & APPROVALS 157
10.8.2 DEALS 158
10.8.3 OTHER DEVELOPMENTS 159
11 COMPANY PROFILES 160
11.1 KEY PLAYERS 160
(Business overview, Products offered, Recent developments, MNM view)*
11.1.1 AIMSIZER (DANDONG HMKTEST INSTRUMENT CO., LTD.) 160
TABLE 102 DANDONG HMKTEST INSTRUMENT CO., LTD.: BUSINESS OVERVIEW 160
11.1.2 ANTON PAAR GMBH 162
TABLE 103 ANTON PAAR GMBH: BUSINESS OVERVIEW 162
11.1.3 BECKMAN COULTER, INC. (A SUBSIDIARY OF DANAHER) 164
TABLE 104 DANAHER: BUSINESS OVERVIEW 164
FIGURE 33 DANAHER: COMPANY SNAPSHOT (2020) 165
11.1.4 BETTERSIZE INSTRUMENTS LTD. 167
TABLE 105 BETTERSIZE INSTRUMENTS LTD.: BUSINESS OVERVIEW 167
11.1.5 BROOKHAVEN INSTRUMENTS (A PART OF NOVA INSTRUMENTS CORPORATION) 169
TABLE 106 BROOKHAVEN INSTRUMENTS: BUSINESS OVERVIEW 169
11.1.6 FRITSCH GMBH 171
TABLE 107 FRITSCH GMBH: BUSINESS OVERVIEW 171
11.1.7 HORIBA 172
TABLE 108 HORIBA: BUSINESS OVERVIEW 172
FIGURE 34 HORIBA: COMPANY SNAPSHOT (2020) 173
11.1.8 LS INSTRUMENTS 176
TABLE 109 LS INSTRUMENTS: BUSINESS OVERVIEW 176
11.1.9 MALVERN PANALYTICAL LTD. (A SUBSIDIARY OF SPECTRIS) 177
TABLE 110 SPECTRIS: BUSINESS OVERVIEW 177
FIGURE 35 SPECTRIS: COMPANY SNAPSHOT (2020) 178
11.1.10 METTLER TOLEDO 182
TABLE 111 METTLER TOLEDO: BUSINESS OVERVIEW 182
FIGURE 36 METTLER TOLEDO: COMPANY SNAPSHOT (2020) 183
11.1.11 MICROMERITICS INSTRUMENT CORPORATION 184
TABLE 112 MICROMERITICS INSTRUMENT CORPORATION: BUSINESS OVERVIEW 184
11.1.12 MICROTRAC RETSCH GMBH (A PART OF VERDER SCIENTIFIC GMBH & CO. KG) 187
TABLE 113 VERDER SCIENTIFIC GMBH & CO. KG: BUSINESS OVERVIEW 187
11.1.13 SHIMADZU CORPORATION 189
TABLE 114 SHIMADZU CORPORATION: BUSINESS OVERVIEW 189
FIGURE 37 SHIMADZU CORPORATION: COMPANY SNAPSHOT (2020) 190
11.1.14 SYMPATEC GMBH 193
TABLE 115 SYMPATEC GMBH: BUSINESS OVERVIEW 193
11.1.15 TSI 195
TABLE 116 TSI: BUSINESS OVERVIEW 195
*Business overview, Products offered, Recent developments, MNM view might not be captured in case of unlisted companies.
11.2 OTHER COMPANIES 197
11.2.1 PAMAS PARTIKELMESS - UND ANALYSESYTEME GMBH 197
11.2.2 JINAN WINNER PARTICLE SIZE INSTRUMENT STOCK CO., LTD 198
11.2.3 3P INSTRUMENTS 199
11.2.4 IZON SCIENCE LTD. 200
11.2.5 CSC SCIENTIFIC COMPANY, INC. 200
12 APPENDIX 201
12.1 DISCUSSION GUIDE 201
12.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 206
12.3 AVAILABLE CUSTOMIZATIONS 208
12.4 RELATED REPORTS 208
12.5 AUTHOR DETAILS 209

IoT in Manufacturing Market by Component (Solutions (Network Management and Data Management) and Services (Professional and Managed)), Deployment Mode...

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# of Pages:        364

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Publication Date:  February, 2022

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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