1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 29
1.2.1 INCLUSIONS & EXCLUSIONS 30
1.3 STUDY SCOPE 30
1.3.1 MARKETS COVERED 30
FIGURE 1 SEGMENTATION OF MANUFACTURING EXECUTION SYSTEM MARKET 30
1.3.2 YEARS CONSIDERED FOR STUDY 31
1.4 CURRENCY 31
1.5 STAKEHOLDERS 31
1.6 LIMITATIONS 32
1.7 SUMMARY OF CHANGES 32

2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 2 MANUFACTURING EXECUTION SYSTEM MARKET: RESEARCH DESIGN 34
2.1.1 SECONDARY DATA 35
2.1.1.1 List of major secondary sources 35
2.1.1.2 Secondary sources 35
2.1.2 PRIMARY DATA 36
2.1.2.1 Primary interviews with experts 36
2.1.2.2 Key data from primary sources 36
2.1.3 SECONDARY AND PRIMARY RESEARCH 37
2.1.3.1 Key industry insights 38
2.1.3.2 Breakdown of primaries 38
2.2 MARKET SIZE ESTIMATION 39
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH (SUPPLY SIDE): REVENUE OF MES MARKET SIZE 39
2.2.1 BOTTOM-UP APPROACH 40
2.2.1.1 Approach for arriving at market size by bottom-up analysis 40
FIGURE 4 MANUFACTURING EXECUTION SYSTEM MARKET: BOTTOM-UP APPROACH 40
2.2.2 TOP-DOWN APPROACH 41
2.2.2.1 Approach for capturing market size by top-down analysis 41
FIGURE 5 MANUFACTURING EXECUTION SYSTEM MARKET: TOP-DOWN APPROACH 41
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 42
FIGURE 6 MANUFACTURING EXECUTION SYSTEM MARKET: DATA TRIANGULATION 42
2.4 RESEARCH ASSUMPTIONS 43
FIGURE 7 ASSUMPTIONS FOR RESEARCH STUDY 43

3 EXECUTIVE SUMMARY 44
3.1 INTRODUCTION 44
3.2 COVID-19 IMPACT ON MANUFACTURING EXECUTION SYSTEM MARKET 44
FIGURE 8 MANUFACTURING EXECUTION SYSTEM MARKET: POST-COVID-19 SCENARIO 45
3.3 REALISTIC SCENARIO 45
3.4 PESSIMISTIC SCENARIO 45
3.5 OPTIMISTIC SCENARIO 46
FIGURE 9 SERVICES EXPECTED TO DOMINATE MANUFACTURING EXECUTION SYSTEM MARKET DURING FORECAST PERIOD 46
FIGURE 10 MANUFACTURING EXECUTION SYSTEM MARKET FOR HYBRID DEPLOYMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 47
FIGURE 11 PHARMACEUTICALS & LIFE SCIENCES EXPECTED TO HOLD LARGEST SIZE OF MANUFACTURING EXECUTION SYSTEM MARKET DURING FORECAST PERIOD 47
FIGURE 12 AUTOMOTIVE INDUSTRY TO HOLD LARGEST SHARE OF MANUFACTURING EXECUTION SYSTEM MARKET DURING FORECAST PERIOD 48
FIGURE 13 NORTH AMERICA TO HOLD LARGEST SHARE OF MANUFACTURING EXECUTION SYSTEM MARKET IN 2021 48

4 PREMIUM INSIGHTS 50
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR MANUFACTURING EXECUTION SYSTEM MARKET 50
FIGURE 14 INCREASING USE OF INDUSTRIAL AUTOMATION IN PROCESS AND DISCRETE INDUSTRIES TO BOOST GROWTH OF MANUFACTURING EXECUTION SYSTEM MARKET DURING FORECAST PERIOD 50
4.2 MANUFACTURING EXECUTION SYSTEM MARKET, BY OFFERING 50
FIGURE 15 MANUFACTURING EXECUTION SYSTEM MARKET FOR SERVICES TO GROW AT HIGHER RATE DURING FORECAST PERIOD 50
4.3 MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT 51
FIGURE 16 0N-PREMISES TO HOLD LARGEST SHARE OF MANUFACTURING EXECUTION SYSTEM MARKET IN 2026 51
4.4 MANUFACTURING EXECUTION SYSTEM MARKET, BY DISCRETE INDUSTRY 51
FIGURE 17 AUTOMOTIVE TO DOMINATE MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY DURING FORECAST PERIOD 51
4.5 MANUFACTURING EXECUTION SYSTEM MARKET, BY REGION 52
FIGURE 18 APAC EXPECTED TO HOLD HIGHEST CAGR OF MANUFACTURING EXECUTION SYSTEM MARKET IN 2026 52

5 MARKET OVERVIEW 53
5.1 INTRODUCTION 53
5.2 MARKET DYNAMICS 53
FIGURE 19 INCREASING USE OF INDUSTRIAL AUTOMATION EXPECTED TO DRIVE MANUFACTURING EXECUTION SYSTEM MARKET 53
5.2.1 DRIVERS 54
5.2.1.1 Fiscal policies formulated by regional financial institutions to keep manufacturing facilities floating amid COVID-19 crisis 54
5.2.1.2 Need for mass production and connected supply chain to cater to growing population 54
TABLE 1 WORLD MIDYEAR POPULATION BY AGE FOR 2020 54
5.2.1.3 Convergence of IT and OT 55
5.2.1.4 Increasing use of industrial automation in process and discrete industries 55
TABLE 2 BENEFITS OF MANUFACTURING EXECUTION SYSTEMS 56
5.2.1.5 Growing importance of regulatory compliance 56
FIGURE 20 MANUFACTURING EXECUTION SYSTEMS MARKET DRIVERS AND THEIR IMPACT 57
5.2.2 RESTRAINTS 57
5.2.2.1 High investment and running costs involved in implementation and upgrade of manufacturing execution systems for small-scale production 57
5.2.2.2 Lack of awareness regarding benefits of MES solutions among SMEs 58
FIGURE 21 MANUFACTURING EXECUTION SYSTEMS MARKET RESTRAINTS AND THEIR IMPACT 58
5.2.3 OPPORTUNITIES 59
5.2.3.1 Integration with solutions such as ERP and PLM 59
5.2.3.2 Increasing scope of manufacturing execution systems in raising energy efficiency and sustainable production 59
5.2.3.3 Potential application base in pharmaceuticals & life sciences industry 59
FIGURE 22 MANUFACTURING EXECUTION SYSTEM MARKET OPPORTUNITIES AND THEIR IMPACT 60
5.2.4 CHALLENGES 60
5.2.4.1 Lockdown and social distancing may restrict commercial trade growth in coming months 60
5.2.4.2 Complex implementation 60
FIGURE 23 MANUFACTURING EXECUTION SYSTEMS MARKET CHALLENGES AND THEIR IMPACT 61
5.3 VALUE CHAIN ANALYSIS 61
FIGURE 24 VALUE CHAIN ANALYSIS: MAXIMUM VALUE IS ADDED DURING MES DEVELOPMENT STAGE 61
5.4 PRICING ANALYSIS 62
TABLE 3 MANUFACTURING EXECUTION SYSTEM: AVERAGE PRICE ANALYSIS 62
5.5 FUNCTIONS OF MANUFACTURING EXECUTION SYSTEMS 63
5.5.1 DATA COLLECTION & ACQUISITION 63
5.5.2 DISPATCHING PRODUCTION 63
5.5.3 LABOR MANAGEMENT 63
5.5.4 MAINTENANCE OPERATIONS MANAGEMENT 63
5.5.5 MOVEMENT, STORAGE, AND TRACKING OF MATERIALS 63
5.5.6 PERFORMANCE ANALYSIS 63
5.5.7 PROCESS MANAGEMENT 63
5.5.8 RESOURCE ALLOCATION AND MANAGEMENT 64
5.5.9 DISPATCHING AND PRODUCTION 64
5.5.10 DOCUMENT CONTROL 64
5.5.11 OPERATIONS SCHEDULING AND MANAGEMENT 64

6 MANUFACTURING EXECUTION SYSTEM MARKET, BY OFFERING 65
6.1 INTRODUCTION 66
FIGURE 25 SERVICES SEGMENT EXPECTED TO HOLD LARGER SIZE OF MANUFACTURING EXECUTION SYSTEM MARKET DURING FORECAST PERIOD 66
TABLE 4 MANUFACTURING EXECUTION SYSTEM MARKET, BY OFFERING, 2017-2020 (USD BILLION) 66
TABLE 5 MANUFACTURING EXECUTION SYSTEM MARKET, BY OFFERING, 2021-2026 (USD BILLION) 66
6.2 IMPACT OF COVID-19 ON MANUFACTURING EXECUTION SYSTEM MARKET, BY OFFERING 67
6.3 SOFTWARE 67
6.3.1 INTEGRATION OF MANUFACTURING EXECUTION SYSTEM SOFTWARE WITH DIFFERENT SOLUTIONS 67
6.3.2 MANUFACTURING EXECUTION SYSTEM ARE USED FOR MAINTAINING CENTRALIZED DATABASES TO OPTIMIZE COST AND OPERATIONAL EFFICIENCY 68
6.3.3 MANUFACTURING EXECUTION SYSTEMS SUPPORT STRATEGIC PLANNING OF MAINTENANCE PROCESSES TO REDUCE DOWNTIME 68
6.4 SERVICES 68
6.4.1 IMPLEMENTATION 68
6.4.1.1 Focus of organizations on maintaining interoperability with different solutions such as PLM, ERP, and SCM to drive the MES market 68
6.4.2 SOFTWARE UPGRADE 69
6.4.2.1 Software upgrade helps users to keep up with new industry trends and challenges 69
6.4.3 TRAINING 69
6.4.3.1 MES deals with complex projects, and extensive training is required to understand its working 69
6.4.4 MAINTENANCE 69
6.4.4.1 Maintenance services of manufacturing execution system solution are necessary to accomplish better productivity 69

7 MANUFACTURING EXECUTION SYSTEM MARKET, BY ORGANIZATION SIZE 70
7.1 INTRODUCTION 71
FIGURE 26 MANUFACTURING EXECUTION SYSTEM MARKET, BY ORGANIZATION SIZE 71
7.2 SMALL AND MEDIUM ENTERPRISES 71
7.3 LARGE ENTERPRISES 71

8 MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT 72
8.1 INTRODUCTION 73
FIGURE 27 MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT 73
TABLE 6 MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT, 2017-2020 (USD BILLION) 73
TABLE 7 MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT, 2021-2026 (USD BILLION) 74
TABLE 8 MANUFACTURING EXECUTION SYSTEM MARKET FOR PROCESS INDUSTRY, BY DEPLOYMENT, 2017-2020 (USD MILLION) 74
TABLE 9 MANUFACTURING EXECUTION SYSTEM MARKET FOR PROCESS INDUSTRY, BY DEPLOYMENT, 2021-2026 (USD MILLION) 74
TABLE 10 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY DEPLOYMENT, 2017-2020 (USD MILLION) 75
TABLE 11 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY DEPLOYMENT, 2021-2026 (USD MILLION) 75
8.2 IMPACT OF COVID-19 ON MANUFACTURING EXECUTION SYSTEM MARKET, BY DEPLOYMENT 76
8.3 ON-PREMISES DEPLOYMENT 76
8.3.1 ON-PREMISES DEPLOYMENT OF MANUFACTURING EXECUTION SYSTEMS IN LARGE ENTERPRISES ALLOWS USERS TO ADJUST THEIR SECURITY SETTINGS 76
TABLE 12 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-PREMISES DEPLOYMENT, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 77
TABLE 13 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-PREMISES DEPLOYMENT, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 77
TABLE 14 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-PREMISES DEPLOYMENT, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 78
TABLE 15 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-PREMISES DEPLOYMENT, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 78
8.4 ON-DEMAND DEPLOYMENT 79
8.4.1 ON-DEMAND DEPLOYMENT IS PREFERRED FOR IMPROVING PRODUCTION EFFICIENCY IN SMALL ENTERPRISES 79
TABLE 16 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-DEMAND DEPLOYMENT, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 79
TABLE 17 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-DEMAND DEPLOYMENT, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 80
TABLE 18 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-DEMAND DEPLOYMENT, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 80
TABLE 19 MANUFACTURING EXECUTION SYSTEM MARKET FOR ON-DEMAND DEPLOYMENT, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 81
8.5 HYBRID DEPLOYMENT 81
8.5.1 MARKET FOR HYBRID DEPLOYMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 81
TABLE 20 MANUFACTURING EXECUTION SYSTEM MARKET FOR HYBRID DEPLOYMENT, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 82
TABLE 21 MANUFACTURING EXECUTION SYSTEM MARKET FOR HYBRID DEPLOYMENT, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 82
TABLE 22 MANUFACTURING EXECUTION SYSTEM MARKET FOR HYBRID DEPLOYMENT, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 83
TABLE 23 MANUFACTURING EXECUTION SYSTEM MARKET FOR HYBRID DEPLOYMENT, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 83

9 MANUFACTURING EXECUTION SYSTEM MARKET, BY PROCESS INDUSTRY 84
9.1 INTRODUCTION 85
FIGURE 28 MANUFACTURING EXECUTION SYSTEM MARKET, BY PROCESS INDUSTRY 85
FIGURE 29 PHARMACEUTICALS & LIFE SCIENCES TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 85
TABLE 24 MANUFACTURING EXECUTION SYSTEM MARKET, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 86
TABLE 25 MANUFACTURING EXECUTION SYSTEM MARKET, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 86
9.2 FOOD & BEVERAGES 87
FIGURE 30 APPLICATION AREAS OF MANUFACTURING EXECUTION SYSTEMS IN FOOD & BEVERAGES INDUSTRY 87
9.2.1 IMPACT OF COVID-19 ON FOOD & BEVERAGES INDUSTRY 87
9.2.2 CASE STUDY: INCREASING PRODUCTION CAPACITY AND FLEXIBILITY OF WANDER AG (SWITZERLAND) 88
TABLE 26 MANUFACTURING EXECUTION SYSTEM MARKET, BY FOOD & BEVERAGES INDUSTRY, 2017-2020 (USD MILLION) 88
TABLE 27 MANUFACTURING EXECUTION SYSTEM MARKET, BY FOOD & BEVERAGES INDUSTRY, 2021-2026 (USD MILLION) 89
TABLE 28 MANUFACTURING EXECUTION SYSTEM MARKET FOR FOOD & BEVERAGES INDUSTRY, BY DEPLOYMENT, 2017-2020 (USD MILLION) 89
TABLE 29 MANUFACTURING EXECUTION SYSTEM MARKET FOR FOOD & BEVERAGES, BY DEPLOYMENT, 2021-2026 (USD MILLION) 89
TABLE 30 MANUFACTURING EXECUTION SYSTEM MARKET FOR FOOD & BEVERAGES, BY REGION, 2017-2020 (USD MILLION) 90
TABLE 31 MANUFACTURING EXECUTION SYSTEM MARKET FOR FOOD & BEVERAGES, BY REGION, 2021-2026 (USD MILLION) 90
9.2.3 FISH, MEAT, AND POULTRY 90
9.2.3.1 Fish 90
9.2.3.2 Meat and poultry 91
9.2.4 FRUITS & VEGETABLES 91
9.2.5 DAIRY PRODUCTS 91
9.2.6 BAKERY PRODUCTS & CONFECTIONERY 92
9.2.7 SNACKS & BREAKFAST CEREALS 92
9.2.8 PREPARED MEALS & DISHES 92
9.2.9 PREPARED ANIMAL FEED 92
9.2.10 BEVERAGES 93
9.2.11 OTHERS 93
9.3 OIL & GAS 93
9.3.1 IMPACT OF COVID-19 ON OIL & GAS INDUSTRY 93
9.3.2 IMPLEMENTATION OF MANUFACTURING EXECUTION SYSTEMS SUPPORTS COMPLEX FUNCTIONING OF OIL & GAS INDUSTRY 94
TABLE 32 MANUFACTURING EXECUTION SYSTEM MARKET FOR OIL & GAS, BY DEPLOYMENT, 2017-2020 (USD MILLION) 94
TABLE 33 MANUFACTURING EXECUTION SYSTEM MARKET FOR OIL & GAS, BY DEPLOYMENT, 2021-2026 (USD MILLION) 94
TABLE 34 MANUFACTURING EXECUTION SYSTEM MARKET FOR OIL & GAS, BY REGION, 2017-2020 (USD MILLION) 94
TABLE 35 MANUFACTURING EXECUTION SYSTEM MARKET FOR OIL & GAS, BY REGION, 2021-2026 (USD MILLION) 95
9.4 CHEMICALS 95
9.4.1 IMPACT OF COVID-19 ON CHEMICALS INDUSTRY 95
9.4.2 INCREASING NEED FOR PRODUCT DIFFERENTIATION AND ADHERENCE TO REGULATIONS BOOST ADOPTION OF MANUFACTURING EXECUTION SYSTEMS 96
TABLE 36 MANUFACTURING EXECUTION SYSTEM MARKET FOR CHEMICALS, BY DEPLOYMENT, 2017-2020 (USD MILLION) 96
TABLE 37 MANUFACTURING EXECUTION SYSTEM MARKET FOR CHEMICALS, BY DEPLOYMENT, 2021-2026 (USD MILLION) 96
TABLE 38 MANUFACTURING EXECUTION SYSTEM MARKET FOR CHEMICALS, BY REGION, 2017-2020 (USD MILLION) 96
TABLE 39 MANUFACTURING EXECUTION SYSTEM MARKET FOR CHEMICALS, BY REGION, 2021-2026 (USD MILLION) 97
9.5 PULP & PAPER 97
9.5.1 IMPACT OF COVID-19 ON PULP & PAPER INDUSTRY 97
9.5.2 WIDESPREAD APPLICABILITY OF MANUFACTURING EXECUTION SYSTEMS IN PULP & PAPER INDUSTRY HELPS IN BOOSTING PRODUCTION PROCESSES 97
TABLE 40 MANUFACTURING EXECUTION SYSTEM MARKET FOR PAPER & PULP, BY DEPLOYMENT, 2017-2020 (USD MILLION) 98
TABLE 41 MANUFACTURING EXECUTION SYSTEM MARKET FOR PAPER & PULP, BY DEPLOYMENT, 2021-2026 (USD MILLION) 98
TABLE 42 MANUFACTURING EXECUTION SYSTEM MARKET FOR PAPER & PULP, BY REGION, 2017-2020 (USD MILLION) 98
TABLE 43 MANUFACTURING EXECUTION SYSTEM MARKET FOR PAPER & PULP, BY REGION, 2021-2026 (USD MILLION) 99
9.6 PHARMACEUTICALS & LIFE SCIENCES 99
9.6.1 IMPACT OF COVID-19 ON PHARMACEUTICALS & LIFE SCIENCES INDUSTRY 99
9.6.2 CASE STUDY: IMPLEMENTATION OF MANUFACTURING EXECUTION SYSTEMS FOR PROCESS STANDARDIZATION BY WERUM IT SOLUTIONS GMBH (GERMANY) 100
9.6.3 INCREASING NEED TO ENSURE REGULATORY COMPLIANCE BOOSTS ADOPTION OF MANUFACTURING EXECUTION SYSTEMS IN PHARMACEUTICALS & LIFE SCIENCES SECTORS 100
TABLE 44 MANUFACTURING EXECUTION SYSTEM MARKET FOR PHARMACEUTICALS & LIFE SCIENCES, BY DEPLOYMENT, 2017-2020 (USD MILLION) 100
TABLE 45 MANUFACTURING EXECUTION SYSTEM MARKET FOR PHARMACEUTICALS & LIFE SCIENCES, BY DEPLOYMENT, 2021-2026 (USD MILLION) 101
TABLE 46 MANUFACTURING EXECUTION SYSTEM MARKET FOR PHARMACEUTICALS & LIFE SCIENCES, BY REGION, 2017-2020 (USD MILLION) 101
TABLE 47 MANUFACTURING EXECUTION SYSTEM MARKET FOR PHARMACEUTICALS & LIFE SCIENCES, BY REGION, 2021-2026 (USD MILLION) 101
9.7 ENERGY & POWER 102
9.7.1 HEAVY INDUSTRIALIZATION AND INCREASING DEMAND FOR ELECTRICITY GLOBALLY TO DRIVE MES MARKET FOR ENERGY & POWER INDUSTRY 102
TABLE 48 MANUFACTURING EXECUTION SYSTEM MARKET FOR ENERGY & POWER, BY DEPLOYMENT, 2017-2020 (USD MILLION) 102
TABLE 49 MANUFACTURING EXECUTION SYSTEM MARKET FOR ENERGY & POWER, BY DEPLOYMENT, 2021-2026 (USD MILLION) 102
TABLE 50 MANUFACTURING EXECUTION SYSTEM MARKET FOR ENERGY & POWER, BY REGION, 2017-2020 (USD MILLION) 103
TABLE 51 MANUFACTURING EXECUTION SYSTEM MARKET FOR ENERGY & POWER, BY REGION, 2021-2026 (USD MILLION) 103
9.7.2 IMPACT OF COVID-19 ON ENERGY & POWER INDUSTRY 103
9.8 WATER & WASTEWATER MANAGEMENT 104
9.8.1 CASE STUDY: DUSSELDORF WATERWORKS IMPLEMENTED REAL-TIME DATA ACQUISITION SOLUTION BY SCHNEIDER ELECTRIC (FRANCE) 104
TABLE 52 MANUFACTURING EXECUTION SYSTEM MARKET FOR WATER & WASTEWATER MANAGEMENT, BY DEPLOYMENT, 2017-2020 (USD MILLION) 104
TABLE 53 MANUFACTURING EXECUTION SYSTEM MARKET FOR WATER & WASTEWATER MANAGEMENT, BY DEPLOYMENT, 2021-2026 (USD MILLION) 104
TABLE 54 MANUFACTURING EXECUTION SYSTEM MARKET FOR WATER & WASTEWATER MANAGEMENT, BY REGION, 2017-2020 (USD MILLION) 105
TABLE 55 MANUFACTURING EXECUTION SYSTEM MARKET FOR WATER & WASTEWATER MANAGEMENT, BY REGION, 2021-2026 (USD MILLION) 105
9.9 OTHERS 105
TABLE 56 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER PROCESS INDUSTRIES, BY DEPLOYMENT, 2017-2020 (USD MILLION) 106
TABLE 57 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER PROCESS INDUSTRIES, BY DEPLOYMENT, 2021-2026 (USD MILLION) 106
TABLE 58 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER PROCESS INDUSTRIES, BY REGION, 2017-2020 (USD MILLION) 106
TABLE 59 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER PROCESS INDUSTRIES, BY REGION, 2021-2026 (USD MILLION) 107

10 MANUFACTURING EXECUTION SYSTEM MARKET, BY DISCRETE INDUSTRY 108
10.1 INTRODUCTION 109
FIGURE 31 MANUFACTURING EXECUTION SYSTEM MARKET, BY DISCRETE INDUSTRY 109
FIGURE 32 AUTOMOTIVE INDUSTRY TO DOMINATE MANUFACTURING EXECUTION SYSTEM MARKET, IN TERMS OF SIZE, DURING FORECAST PERIOD 109
TABLE 60 MANUFACTURING EXECUTION SYSTEM MARKET, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 110
TABLE 61 MANUFACTURING EXECUTION SYSTEM MARKET, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 110
TABLE 62 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY DEPLOYMENT, 2017-2020 (USD MILLION) 110
TABLE 63 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY DEPLOYMENT, 2021-2026 (USD MILLION) 111
10.2 AUTOMOTIVE 111
10.2.1 IMPACT OF COVID-19 ON AUTOMOTIVE INDUSTRY 112
FIGURE 33 BENEFITS OF MANUFACTURING EXECUTION SYSTEMS IN AUTOMOTIVE VERTICAL AT DIFFERENT LEVELS 112
10.2.2 MANUFACTURING EXECUTION SYSTEMS HELP IN REDUCING PRODUCTION TIME IN AUTOMOTIVE SECTOR 112
10.2.3 MANUFACTURING EXECUTION SYSTEMS ENABLE TO OVERCOME CHALLENGES RELATED TO PRODUCTION, NEW PRODUCT DEVELOPMENT, AND CUSTOMER SATISFACTION 113
10.2.4 CASE STUDY: IMPLEMENTATION OF MES BY MAGNA POWERTRAIN FOR INTEGRATION OF HARDWARE AND ENTERPRISE SOLUTION 113
TABLE 64 MANUFACTURING EXECUTION SYSTEM MARKET FOR AUTOMOTIVE, BY DEPLOYMENT, 2017-2020 (USD MILLION) 113
TABLE 65 MANUFACTURING EXECUTION SYSTEM MARKET FOR AUTOMOTIVE, BY DEPLOYMENT, 2021-2026 (USD MILLION) 113
TABLE 66 MANUFACTURING EXECUTION SYSTEM MARKET FOR AUTOMOTIVE, BY REGION, 2017-2020 (USD MILLION) 114
TABLE 67 MANUFACTURING EXECUTION SYSTEM MARKET FOR AUTOMOTIVE, BY REGION, 2021-2026 (USD MILLION) 114
10.3 AEROSPACE 114
10.3.1 IMPACT OF COVID-19 ON AEROSPACE INDUSTRY 115
10.3.2 MANUFACTURING EXECUTION SYSTEMS HELP IN IMPROVING PRODUCT QUALITY AND ELIMINATING WASTAGE 115
TABLE 68 MANUFACTURING EXECUTION SYSTEM MARKET FOR AEROSPACE, BY DEPLOYMENT, 2017-2020 (USD MILLION) 115
TABLE 69 MANUFACTURING EXECUTION SYSTEM MARKET FOR AEROSPACE, BY DEPLOYMENT, 2021-2026 (USD MILLION) 115
TABLE 70 MANUFACTURING EXECUTION SYSTEM MARKET FOR AEROSPACE, BY REGION, 2017-2020 (USD MILLION) 116
TABLE 71 MANUFACTURING EXECUTION SYSTEM MARKET FOR AEROSPACE, BY REGION, 2021-2026 (USD MILLION) 116
10.4 MEDICAL DEVICES 116
10.4.1 IMPACT OF COVID-19 ON MEDICAL DEVICES INDUSTRY 116
10.4.2 MANUFACTURING EXECUTION SYSTEMS ENABLE SMOOTH FLOW OF INFORMATION AND MATERIAL BETWEEN LAYERS OF PROCESSES 117
TABLE 72 MANUFACTURING EXECUTION SYSTEM MARKET FOR MEDICAL DEVICES, BY DEPLOYMENT, 2017-2020 (USD MILLION) 117
TABLE 73 MANUFACTURING EXECUTION SYSTEM MARKET FOR MEDICAL DEVICES, BY DEPLOYMENT, 2021-2026 (USD MILLION) 117
TABLE 74 MANUFACTURING EXECUTION SYSTEM MARKET FOR MEDICAL DEVICES, BY REGION, 2017-2020 (USD MILLION) 118
TABLE 75 MANUFACTURING EXECUTION SYSTEM MARKET FOR MEDICAL DEVICES, BY REGION, 2021-2026 (USD MILLION) 118
10.5 CONSUMER PACKAGED GOODS 118
10.5.1 IMPACT OF COVID-19 ON CONSUMER PACKAGED GOODS INDUSTRY 118
10.5.2 MES IS USED TO ENHANCE PRODUCTION CAPACITY IN CONSUMER PACKAGED GOODS INDUSTRY 119
FIGURE 34 FACTORS DRIVING DEMAND FOR MANUFACTURING EXECUTION SYSTEMS IN CPG INDUSTRY 119
TABLE 76 MANUFACTURING EXECUTION SYSTEM MARKET FOR CONSUMER PACKAGED GOODS, BY DEPLOYMENT, 2017-2020 (USD MILLION) 119
TABLE 77 MANUFACTURING EXECUTION SYSTEM MARKET FOR CONSUMER PACKAGED GOODS, BY DEPLOYMENT, 2021-2026 (USD MILLION) 120
TABLE 78 MANUFACTURING EXECUTION SYSTEM MARKET FOR CONSUMER PACKAGED GOODS, BY REGION, 2017-2020 (USD MILLION) 120
TABLE 79 MANUFACTURING EXECUTION SYSTEM MARKET FOR CONSUMER PACKAGED GOODS, BY REGION, 2021-2026 (USD MILLION) 120
10.6 OTHERS 121
10.6.1 ELECTRONICS & SEMICONDUCTOR 121
10.6.1.1 Case study: Implementation of Critical Manufacturing's cmNavigo MES by Nanjing Guosheng Electronic Co. Ltd. (China) 121
10.6.2 METALS & MINING 121
10.6.2.1 Benefits of MES such as minimal cost, low energy consumptions, and production improvement drive market for metals & mining industry 121
TABLE 80 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER DISCRETE INDUSTRIES, BY DEPLOYMENT, 2017-2020 (USD MILLION) 122
TABLE 81 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER DISCRETE INDUSTRIES, BY DEPLOYMENT, 2021-2026 (USD MILLION) 122
TABLE 82 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER DISCRETE INDUSTRIES, BY REGION, 2017-2020 (USD MILLION) 122
TABLE 83 MANUFACTURING EXECUTION SYSTEM MARKET FOR OTHER DISCRETE INDUSTRIES, BY REGION, 2021-2026 (USD MILLION) 123

11 GEOGRAPHIC ANALYSIS 124
11.1 INTRODUCTION 125
FIGURE 35 MANUFACTURING EXECUTION SYSTEM MARKET, BY REGION, 2021 & 2026 (USD BILLION) 125
TABLE 84 MANUFACTURING EXECUTION SYSTEM MARKET, BY REGION, 2017-2020 (USD MILLION) 125
TABLE 85 MANUFACTURING EXECUTION SYSTEM MARKET, BY REGION, 2021-2026 (USD MILLION) 126
TABLE 86 MANUFACTURING EXECUTION SYSTEM MARKET FOR PROCESS INDUSTRY, BY REGION, 2017-2020 (USD MILLION) 126
TABLE 87 MANUFACTURING EXECUTION SYSTEM MARKET FOR PROCESS INDUSTRY, BY REGION, 2021-2026 (USD MILLION) 126
TABLE 88 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY REGION, 2017-2020 (USD MILLION) 126
TABLE 89 MANUFACTURING EXECUTION SYSTEM MARKET FOR DISCRETE INDUSTRY, BY REGION, 2021-2026 (USD MILLION) 127
11.2 NORTH AMERICA 127
FIGURE 36 SNAPSHOT: MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA 128
TABLE 90 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY COUNTRY, 2017-2020 (USD MILLION) 128
TABLE 91 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY COUNTRY, 2021-2026 (USD MILLION) 128
TABLE 92 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 129
TABLE 93 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 129
TABLE 94 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 130
TABLE 95 MANUFACTURING EXECUTION SYSTEM MARKET IN NORTH AMERICA, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 130
11.2.1 IMPACT OF COVID-19 ON NORTH AMERICAN MARKET 130
11.2.2 US 131
11.2.2.1 Continuous developments in manufacturing execution system solutions are driving MES market in US 131
11.2.3 CANADA 131
11.2.3.1 Optimization of processes in food & beverages industry is driving MES market in Canada 131
11.2.4 MEXICO 132
11.2.4.1 Expansion plans by leading players in MES market to drive market growth in Mexico 132
11.3 EUROPE 132
TABLE 96 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY COUNTRY, 2017-2020 (USD MILLION) 132
TABLE 97 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY COUNTRY, 2021-2026 (USD MILLION) 133
TABLE 98 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 133
TABLE 99 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 134
TABLE 100 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 134
TABLE 101 MANUFACTURING EXECUTION SYSTEM MARKET IN EUROPE, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 134
11.3.1 IMPACT OF COVID-19 ON EUROPEAN MARKET 135
11.3.2 UK 135
11.3.2.1 Growing implementation of manufacturing execution systems in automotive sector 135
11.3.3 GERMANY 135
11.3.3.1 High penetration of automotive manufacturers in country is driving MES market in Germany 136
11.3.4 FRANCE 136
11.3.4.1 Proactive steps taken by country's government are helping French MES market 136
11.3.5 ITALY 136
11.3.5.1 High growth in industrial technologies to boost adoption of MES in Italy 136
11.3.6 REST OF EUROPE 136
11.4 APAC 137
FIGURE 37 SNAPSHOT: MANUFACTURING EXECUTION SYSTEM MARKET IN APAC 137
TABLE 102 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY COUNTRY, 2017-2020 (USD MILLION) 137
TABLE 103 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY COUNTRY, 2021-2026 (USD MILLION) 138
TABLE 104 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 138
TABLE 105 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 139
TABLE 106 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 139
TABLE 107 MANUFACTURING EXECUTION SYSTEM MARKET IN APAC, BY DISCRETE INDUSTRY 2021-2026 (USD MILLION) 139
11.4.1 IMPACT OF COVID-19 ON MARKET IN APAC 140
11.4.2 CHINA 140
11.4.2.1 Increasing number of players and distributors is boosting growth of Chinese MES market 140
11.4.3 JAPAN 140
11.4.3.1 Japan is one of major automotive players and conducting developments in driverless cars 140
11.4.4 INDIA 141
11.4.4.1 Growing benefits of manufacturing execution systems in mining sector to drive Indian MES market 141
11.4.5 REST OF APAC 141
11.5 ROW 142
TABLE 108 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY REGION, 2017-2020 (USD MILLION) 142
TABLE 109 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY REGION, 2021-2026 (USD MILLION) 142
TABLE 110 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY PROCESS INDUSTRY, 2017-2020 (USD MILLION) 143
TABLE 111 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY PROCESS INDUSTRY, 2021-2026 (USD MILLION) 143
TABLE 112 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY DISCRETE INDUSTRY, 2017-2020 (USD MILLION) 144
TABLE 113 MANUFACTURING EXECUTION SYSTEM MARKET IN ROW, BY DISCRETE INDUSTRY, 2021-2026 (USD MILLION) 144
11.5.1 IMPACT OF COVID-19 ON MARKET IN ROW 144
11.5.2 MIDDLE EAST 144
11.5.2.1 Growth of oil & gas industry creating huge growth avenues for MES market 145
11.5.3 AFRICA 145
11.5.3.1 Advantages of automation in mining and water treatment areas are driving South African MES market 145
11.5.4 SOUTH AMERICA 145

12 COMPETITIVE LANDSCAPE 146
12.1 OVERVIEW 146
FIGURE 38 MANUFACTURING EXECUTION SYSTEM MARKET PLAYERS MAINLY ADOPTED ORGANIC GROWTH STRATEGIES FROM 2019 TO 2021 146
12.2 MARKET SHARE ANALYSIS 147
TABLE 114 MES MARKET: CONSOLIDATED 147
12.3 COMPETITIVE LEADERSHIP MAPPING 148
12.3.1 STAR 148
12.3.2 PERVASIVE 148
12.3.3 EMERGING LEADERS 148
12.3.4 PARTICIPANTS 148
FIGURE 39 COMPANY EVALUATION QUADRANT, 2020 149
12.4 STRENGTH OF PRODUCT PORTFOLIO (FOR 25 PLAYERS) 150
FIGURE 40 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN MANUFACTURING EXECUTION SYSTEM MARKET 150
12.5 BUSINESS STRATEGY EXCELLENCE (FOR 25 PLAYERS) 151
FIGURE 41 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN MANUFACTURING EXECUTION SYSTEM MARKET 151
12.6 COMPETITIVE SCENARIO 152
12.6.1 PRODUCT LAUNCHES & PRODUCT UPGRADES 152
TABLE 115 PRODUCT LAUNCHES & PRODUCT UPGRADES, 2019-2021 152
12.6.2 ACQUISITIONS, PARTNERSHIPS, AND COLLABORATIONS 154
TABLE 116 ACQUISITIONS, PARTNERSHIPS, AND COLLABORATIONS, 2019-2021 154
12.6.3 OTHERS (CONTRACTS, AGREEMENTS, AND AWARDS) 157
TABLE 117 OTHERS (CONTRACTS, AGREEMENTS, AND AWARDS), 2019-2021 157

13 COMPANY PROFILES 159
13.1 INTRODUCTION 159
13.2 KEY PLAYERS 159
(Business overview, Products offered, Recent developments, MnM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)* 13.2.1 SIEMENS 159
TABLE 118 SIEMENS: BUSINESS OVERVIEW 159
FIGURE 42 SIEMENS: COMPANY SNAPSHOT (5 YEAR SEGMENT REV) 160
13.2.2 ROCKWELL AUTOMATION 165
TABLE 119 ROCKWELL AUTOMATION: BUSINESS OVERVIEW 165
FIGURE 43 ROCKWELL AUTOMATION: COMPANY SNAPSHOT 165
13.2.3 SAP 169
TABLE 120 SAP: BUSINESS OVERVIEW 169
FIGURE 44 SAP: COMPANY SNAPSHOT 169
13.2.4 DASSAULT SYSTÈMES 172
TABLE 121 DASSAULT SYSTÈMES: BUSINESS OVERVIEW 172
FIGURE 45 DASSAULT SYSTÈMES: COMPANY SNAPSHOT 172
13.2.5 HONEYWELL INTERNATIONAL 175
TABLE 122 HONEYWELL: BUSINESS OVERVIEW 175
FIGURE 46 HONEYWELL: COMPANY SNAPSHOT 175
13.2.6 ABB 177
TABLE 123 ABB: BUSINESS OVERVIEW 177
FIGURE 47 ABB: COMPANY SNAPSHOT 177
13.2.7 AVEVA 179
TABLE 124 AVEVA: BUSINESS OVERVIEW 179
FIGURE 48 AVEVA: COMPANY SNAPSHOT 179
13.2.8 GENERAL ELECTRIC 181
TABLE 125 GENERAL ELECTRIC: BUSINESS OVERVIEW 181
FIGURE 49 GENERAL ELECTRIC: COMPANY SNAPSHOT 181
13.2.9 EMERSON ELECTRIC 183
TABLE 126 EMERSON ELECTRIC: BUSINESS OVERVIEW 183
FIGURE 50 EMERSON ELECTRIC: COMPANY SNAPSHOT 183
13.2.10 APPLIED MATERIALS 185
TABLE 127 APPLIED MATERIALS: BUSINESS OVERVIEW 185
FIGURE 51 APPLIED MATERIALS: COMPANY SNAPSHOT 186
13.2.11 ORACLE 187
TABLE 128 ORACLE: BUSINESS OVERVIEW 187
FIGURE 52 ORACLE: COMPANY SNAPSHOT 187
13.2.12 WERUM IT SOLUTIONS 189
TABLE 129 WERUM IT SOLUTIONS: BUSINESS OVERVIEW 189
13.3 OTHER KEY PLAYERS 192
13.3.1 42Q 192
13.3.2 AGNIS SOFTWARE CORPORATION 193
13.3.3 CRITICAL MANUFACTURING 193
13.3.4 EPICOR SOFTWARE CORPORATION 194
13.3.5 EYELIT 194
13.3.6 FORCAM 195
13.3.7 IBASET 195
13.3.8 LIGHTHOUSE SYSTEMS 196
13.3.9 MPDV 196
13.3.10 MIRACOM 197
13.3.11 PARSEC AUTOMATION 197
13.3.12 PLEX 198
13.3.13 PROGEA 198
13.3.14 TEBIS 199
13.3.15 THROUGHPUT CONSULTING 199
*Details on Business overview, Products offered, Recent developments, MnM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies. 14 ADJACENT & RELATED REPORTS 200
14.1 INTRODUCTION 200
14.2 LIMITATIONS 200
14.3 PLANT ASSET MANAGEMENT MARKET, BY OFFERING 200
14.3.1 INTRODUCTION 200
TABLE 130 PLANT ASSET MANAGEMENT MARKET, BY OFFERING, 2017-2024 (USD BILLION) 201
TABLE 131 PAM MARKET FOR SOFTWARE SOLUTIONS, BY REGION, 2017-2024 (USD MILLION) 201
TABLE 132 PAM MARKET FOR SERVICES, BY REGION, 2017-2024 (USD MILLION) 201
14.3.2 SOFTWARE SOLUTIONS 202
14.3.2.1 PAM software solutions help improve operational efficiency of business processes 202
14.3.3 SERVICES 202
14.3.3.1 Industry-specific PAM services for expanding vertical expertise 202
14.4 PLANT ASSET MANAGEMENT MARKET, BY ASSET TYPE 203
14.4.1 INTRODUCTION 203
TABLE 133 PLANT ASSET MANAGEMENT MARKET, BY ASSET TYPE, 2017-2024 (USD BILLION) 203
TABLE 134 PLANT ASSET MANAGEMENT MARKET FOR PROCESS INDUSTRIES, BY ASSET TYPE, 2017-2024 (USD MILLION) 203
TABLE 135 PLANT ASSET MANAGEMENT MARKET FOR DISCRETE INDUSTRIES, BY ASSET TYPE, 2017-2024 (USD MILLION) 203
14.4.2 PRODUCTION ASSETS 204
14.4.2.1 PAM solutions are in demand for monitoring rotating and reciprocating equipment 204
14.4.2.2 Motors, rotating, and reciprocating equipment 204
14.4.2.3 Process and mechanical equipment 204
14.4.2.4 Remote equipment, wiring, and other electrical equipment 205
TABLE 136 PLANT ASSET MANAGEMENT MARKET FOR PRODUCTION ASSETS, BY REGION, 2017-2024 (USD MILLION) 205
TABLE 137 PLANT ASSET MANAGEMENT MARKET FOR PRODUCTION ASSETS, BY PROCESS INDUSTRY, 2017-2024 (USD MILLION) 205
TABLE 138 PLANT ASSET MANAGEMENT MARKET FOR PRODUCTION ASSETS, BY DISCRETE INDUSTRY, 2017-2024 (USD MILLION) 206
14.4.3 AUTOMATION ASSETS 206
14.4.3.1 Presence of several Automation Solution providers drives growth of PAM market for Automation assets 206
14.4.3.2 Field Devices 206
14.4.3.3 Control Valves & Positioners and Associated equipment 207
TABLE 139 PLANT ASSET MANAGEMENT MARKET FOR AUTOMATION ASSETS, BY REGION, 2017-2024 (USD MILLION) 207
TABLE 140 PLANT ASSET MANAGEMENT MARKET FOR AUTOMATION ASSETS, BY PROCESS INDUSTRY, 2017-2024 (USD MILLION) 207
TABLE 141 PLANT ASSET MANAGEMENT MARKET FOR AUTOMATION ASSETS, BY DISCRETE INDUSTRY, 2017-2024 (USD MILLION) 208
14.5 PLANT ASSET MANAGEMENT MARKET, BY INDUSTRY 208
14.5.1 INTRODUCTION 208
TABLE 142 PLANT ASSET MANAGEMENT MARKET, BY INDUSTRY, 2017-2024 (USD BILLION) 208
14.5.2 PROCESS INDUSTRIES 209
TABLE 143 PLANT ASSET MANAGEMENT MARKET, BY PROCESS INDUSTRY, 2017-2024 (USD MILLION) 209
14.5.3 DISCRETE INDUSTRIES 210
TABLE 144 PLANT ASSET MANAGEMENT MARKET, BY DISCRETE INDUSTRY, 2017-2024 (USD MILLION) 210

15 APPENDIX 211
15.1 DISCUSSION GUIDE 211
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL 214
15.3 AVAILABLE CUSTOMIZATIONS 216
15.4 RELATED REPORTS 216
15.5 AUTHOR DETAILS 217