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Product Analytics Market with Covid-19 Impact Analysis by Component, Mode (Tracking Data, Analyzing Data), End User (Sales & Marketing Professionals, ...

Publisher:        MarketsandMarkets

# of Pages:        278

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1 User License $4,950

Publication Date:  July, 2021

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1 INTRODUCTION 26
1.1 INTRODUCTION TO COVID-19 26
1.2 COVID-19 HEALTH ASSESSMENT 26
FIGURE 1 COVID-19: GLOBAL PROPAGATION 26
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 27
1.3 COVID-19 ECONOMIC ASSESSMENT 28
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 28
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 29
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 29
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 30
1.4 OBJECTIVES OF THE STUDY 31
1.5 MARKET DEFINITION 31
1.5.1 INCLUSIONS AND EXCLUSIONS 31
1.6 MARKET SCOPE 32
1.6.1 MARKET SEGMENTATION 33
1.6.2 REGIONS COVERED 33
1.6.3 YEARS CONSIDERED FOR THE STUDY 34
1.7 CURRENCY CONSIDERED 34
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020 34
1.8 STAKEHOLDERS 34
1.9 SUMMARY OF CHANGES 35
2 RESEARCH METHODOLOGY 36
2.1 RESEARCH DATA 36
FIGURE 6 PRODUCT ANALYTICS MARKET: RESEARCH DESIGN 36
2.1.1 SECONDARY DATA 37
2.1.2 PRIMARY DATA 37
TABLE 2 PRIMARY INTERVIEWS 37
2.1.2.1 Breakup of primary profiles 38
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 PRODUCT ANALYTICS 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 FROM SOLUTIONS/SERVICES OF THE PRODUCT ANALYTICS MARKET 41
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE PRODUCT ANALYTICS MARKET 42
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF THE PRODUCT ANALYTICS MARKET 43
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF PRODUCT ANALYTICS THROUGH OVERALL PRODUCT ANALYTICS SPENDING 43
2.4 MARKET FORECAST 44
TABLE 3 FACTOR ANALYSIS 44
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 45
FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 46
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 47
FIGURE 14 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 47
2.7 ASSUMPTIONS FOR THE STUDY 47
2.8 LIMITATIONS OF THE STUDY 49
2.9 IMPLICATIONS OF COVID-19 ON THE PRODUCT ANALYTICS MARKET 50
FIGURE 15 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021 50
3 EXECUTIVE SUMMARY 52
TABLE 4 GLOBAL PRODUCT ANALYTICS MARKET SIZE AND GROWTH RATE, 2015–2020 (USD MILLION, Y-O-Y%) 53
TABLE 5 GLOBAL PRODUCT ANALYTICS MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y%) 53
FIGURE 16 SOLUTIONS SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021 54
FIGURE 17 PROFESSIONAL SERVICES SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021 54
FIGURE 18 TRACKING DATA SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021 54
FIGURE 19 CLOUD SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021 55
FIGURE 20 LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021 55
FIGURE 21 MANUFACTURERS SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021 55
FIGURE 22 RETAIL AND CONSUMER GOODS VERTICAL TO HOLD THE LARGEST MARKET SIZE IN 2021 56
FIGURE 23 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2021 56
4 PREMIUM INSIGHTS 57
4.1 ATTRACTIVE OPPORTUNITIES IN THE PRODUCT ANALYTICS MARKET 57
FIGURE 24 GROWING NEED TO ENSURE MARKET COMPETITIVENESS TO BOOST THE PRODUCT ANALYTICS MARKET GROWTH 57
4.2 PRODUCT ANALYTICS MARKET, BY VERTICAL 57
FIGURE 25 RETAIL AND CONSUMER GOODS VERTICAL TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 57
4.3 PRODUCT ANALYTICS MARKET, BY REGION 58
FIGURE 26 NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE BY 2026 58
4.4 PRODUCT ANALYTICS MARKET, TOP THREE END USERS AND VERTICALS 58
FIGURE 27 DESIGNERS AND RETAIL AND CONSUMER GOODS SEGMENT TO HOLD THE LARGEST MARKET SHARES BY 2026 58
5 MARKET OVERVIEW AND INDUSTRY TRENDS 59
5.1 INTRODUCTION 59
5.2 MARKET DYNAMICS 59
FIGURE 28 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: PRODUCT ANALYTICS MARKET 59
5.2.1 DRIVERS 60
5.2.1.1 Growing need to improve customer behavior management to deliver personalized recommendation of products 60
5.2.1.2 Increasing demand for advanced analytics tools to ensure market competitiveness 60
5.2.1.3 Growing adoption of big data and other related technologies 60
5.2.2 RESTRAINTS 61
5.2.2.1 Growing concerns over data privacy and security 61
5.2.3 OPPORTUNITIES 61
5.2.3.1 Rising demand for real-time analytics solutions 61
5.2.3.2 Product analytics and intelligence tools to play a key role in the post-COVID-19 era 61
5.2.4 CHALLENGES 62
5.2.4.1 Integration of data from data silos 62
5.2.4.2 Reluctance to adopt advanced analytical technologies 62
5.3 INVESTMENTS IN ANALYTICS 62
TABLE 6 MAJOR INVESTMENTS IN ANALYTICS, 2018–2021 62
5.4 ACQUISITIONS IN THE PRODUCT ANALYTICS MARKET 64
TABLE 7 MAJOR ACQUISITIONS IN THE PRODUCT ANALYTICS MARKET BETWEEN 2018 AND 2021 64
5.5 REVENUE SHIFT – YC/YCC SHIFT FOR PRODUCT ANALYTICS MARKET 64
FIGURE 29 PRODUCT ANALYTICS MARKET: YC/YCC SHIFT 64
5.6 PATENT ANALYSIS 65
5.6.1 METHODOLOGY 65
5.6.2 DOCUMENT TYPE 65
TABLE 8 PATENTS FILED, 2018–2021 65
5.6.3 INNOVATION AND PATENT APPLICATIONS 65
FIGURE 30 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021 66
5.6.3.1 Top applicants 66
FIGURE 31 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021 66
TABLE 9 TOP TEN PATENT OWNERS (US) IN THE PRODUCT ANALYTICS MARKET,
2018–2021 66
5.7 CASE STUDY ANALYSIS 67
5.7.1 HOW LENDINGCLUB SERVES MORE CUSTOMERS WITH DATA INSIGHTS BACKED BY HEAP 67
5.7.2 HOW ONEBRIDGE SOLUTIONS USED PENDO FEEDBACK TO CREATE THE BEST POSSIBLE PRODUCT 68
5.7.3 CLOROX USED MIXPANEL FOR BUILDING A PERSONALIZED EXPERIENCE FOR CUSTOMERS TO INCREASE ENGAGEMENT AND BRAND LOYALTY ON THE HIDDEN VALLEY RANCH WEBSITE 68
5.7.4 WHY HUBSPOT CHOSE AMPLITUDE FOR PRODUCT ANALYTICS OVER A HOMEGROWN SOLUTION 69
5.7.5 USERIQ PROVIDES BIM ONE WITH AN ALL-IN-ONE SOLUTION AND IMPROVES NPS RESPONSE RATES BY 5X 69
5.7.6 SPRINT SAW AN 18% AVERAGE LIFT ACROSS KPI’S WITH THE HELP OF ADOBE ANALYTICS AND TARGET 70
5.7.7 HOW ACROLINX ACHIEVED 14.8% INCREASE IN PRODUCT AND SERVICE QUALITY WITH THE RIGHT DATA BY PIWIKPRO 70
5.8 PRODUCT ANALYTICS: EVOLUTION 71
FIGURE 32 EVOLUTION OF PRODUCT ANALYTICS 71
5.9 PRODUCT ANALYTICS: ECOSYSTEM 72
FIGURE 33 ECOSYSTEM OF PRODUCT ANALYTICS 72
5.10 PRODUCT ANALYTICS MARKET: COVID-19 IMPACT 72
FIGURE 34 PRODUCT ANALYTICS MARKET TO WITNESS GROWTH SPIKE BETWEEN 2020 AND 2021 73
5.11 VALUE/SUPPLY CHAIN ANALYSIS 73
FIGURE 35 VALUE/SUPPLY CHAIN ANALYSIS 73
TABLE 10 PRODUCT ANALYTICS MARKET: VALUE/SUPPLY CHAIN 74
5.12 PRICING MODEL ANALYSIS 75
5.13 TECHNOLOGY ANALYSIS 75
5.13.1 ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, AND PRODUCT ANALYTICS 76
5.13.2 CLOUD COMPUTING AND PRODUCT ANALYTICS 76
5.13.3 BIG DATA AND PRODUCT ANALYTICS 76
5.13.4 BUSINESS INTELLIGENCE AND PRODUCT ANALYTICS 77
5.14 PORTER’S FIVE FORCES ANALYSIS 77
FIGURE 36 PRODUCT ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 77
TABLE 11 PRODUCT ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS 78
5.14.1 THREAT OF NEW ENTRANTS 78
5.14.2 THREAT OF SUBSTITUTES 78
5.14.3 BARGAINING POWER OF SUPPLIERS 78
5.14.4 BARGAINING POWER OF BUYERS 79
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 79
5.15 REGULATORY IMPLICATIONS 79
5.15.1 INTRODUCTION 79
5.15.2 SARBANES-OXLEY ACT OF 2002 79
5.15.3 GENERAL DATA PROTECTION REGULATION 80
5.15.4 BASEL 80
6 PRODUCT ANALYTICS MARKET, BY COMPONENT 81
6.1 INTRODUCTION 82
6.1.1 COMPONENTS: COVID-19 IMPACT 82
FIGURE 37 THE SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 82
TABLE 12 PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 83
TABLE 13 PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 83
6.2 SOLUTIONS 83
6.2.1 GROWING ADOPTION BY ENTERPRISE AND WITH ADVANCEMENTS IN PRODUCT ANALYTICS SOLUTIONS BOOST THE GROWTH RATE OF SOLUTIONS 83
TABLE 14 PRODUCT ANALYTICS SOLUTIONS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 84
TABLE 15 PRODUCT ANALYTICS SOLUTIONS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 84
6.3 SERVICES 84
FIGURE 38 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 85
TABLE 16 PRODUCT ANALYTICS SERVICES MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 85
TABLE 17 PRODUCT ANALYTICS SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 85
TABLE 18 PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 86
TABLE 19 PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 86
6.3.1 PROFESSIONAL SERVICES 86
6.3.1.1 Growing requirement for customized solutions to boost the professional services industry 86
TABLE 20 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 86
TABLE 21 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 87
6.3.2 MANAGED SERVICES 87
6.3.2.1 Customers with ongoing demands and alterations in the solutions to support managed services 87
TABLE 22 MANAGED SERVICES MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 87
TABLE 23 MANAGED SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 88
7 PRODUCT ANALYTICS MARKET, BY DEPLOYMENT MODE 89
7.1 INTRODUCTION 90
7.1.1 DEPLOYMENT MODES: COVID-19 IMPACT 90
FIGURE 39 CLOUD SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD 90
TABLE 24 PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 91
TABLE 25 PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 91
7.2 CLOUD 91
7.2.1 REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS 91
TABLE 26 CLOUD: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 92
TABLE 27 CLOUD: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 92
7.3 ON-PREMISES 92
7.3.1 WITH THE GROWING THREAT OF DATA THEFTS, SOME ORGANIZATIONS PREFER PRODUCT ANALYTICS SOLUTIONS TO REMAIN ON-PREMISES 92
TABLE 28 ON-PREMISES: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 93
TABLE 29 ON-PREMISES: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 93
8 PRODUCT ANALYTICS MARKET, BY ORGANIZATION SIZE 94
8.1 INTRODUCTION 95
8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 95
FIGURE 40 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 95
TABLE 30 PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 96
TABLE 31 PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 96
8.2 LARGE ENTERPRISES 96
8.2.1 MANUFACTURING AND AUTOMOTIVE VERTICALS TO DRIVE THE ADOPTION OF PRODUCT ANALYTICS SOLUTIONS ACROSS LARGE ENTERPRISES 96
TABLE 32 LARGE ENTERPRISES PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 97
TABLE 33 LARGE ENTERPRISES PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 97
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 97
8.3.1 ROBUST CLOUD-BASED DEPLOYMENTS TO LEAD SMALL AND MEDIUM-SIZED ENTERPRISES TO RECORD A HIGHER GROWTH RATE 97
TABLE 34 SMALL AND MEDIUM-SIZED ENTERPRISES: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 98
TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 98
9 PRODUCT ANALYTICS MARKET, BY MODE 99
9.1 INTRODUCTION 100
9.1.1 MODES: COVID-19 IMPACT 100
FIGURE 41 ANALYZING DATA SEGMENT TO RECORD A HIGHER GROWTH RATE DURING THE FORECAST PERIOD 100
TABLE 36 PRODUCT ANALYTICS MARKET SIZE, BY MODE, 2015–2020 (USD MILLION) 100
TABLE 37 PRODUCT ANALYTICS MARKET SIZE, BY MODE, 2021–2026 (USD MILLION) 101
9.2 TRACKING DATA 101
9.2.1 RISING NEED FOR DETAILED INFORMATION AND TRACKING METRICS LED TO THE RAPID ADOPTION OF DATA TRACKING 101
TABLE 38 TRACKING DATA: PRODUCT ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 101
TABLE 39 TRACKING DATA: PRODUCT ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 102
9.3 ANALYZING DATA 102
9.3.1 RISING NEED FOR DATA ANALYSIS OWING TO BUSINESS INTELLIGENCE AND PRODUCT USAGE 102
TABLE 40 ANALYZING DATA: PRODUCT ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 102
TABLE 41 ANALYZING DATA: PRODUCT ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 103
10 PRODUCT ANALYTICS MARKET, BY END USER 104
10.1 INTRODUCTION 105
10.1.1 END USER: COVID-19 IMPACT 105
FIGURE 42 DESIGNERS SEGMENT TO RECORD THE HIGHEST GROWTH RATE IN DEPLOYING PRODUCT ANALYTICS SOLUTIONS 105
TABLE 42 PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2015–2020 (USD MILLION) 106
TABLE 43 PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2021–2026 (USD MILLION) 106
10.2 DESIGNERS 106
10.2.1 DESIGNERS TO RELY MORE ON PRODUCT ANALYTICS SOLUTIONS FOR OFFERING ENHANCED USER EXPERIENCE 106
TABLE 44 DESIGNERS IN PRODUCT ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 107
TABLE 45 DESIGNERS IN PRODUCT ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 107
10.3 MANUFACTURERS 107
10.3.1 MANUFACTURERS RELY ON PRODUCT ANALYTICS SOLUTIONS TO ENABLE COST-EFFECTIVE PRODUCTION PLANS AND BOOST INNOVATION 107
TABLE 46 MANUFACTURERS: PRODUCT ANALYTICS MARKET, BY REGION,
2015–2020 (USD MILLION) 108
TABLE 47 MANUFACTURERS: PRODUCT ANALYTICS MARKET, BY REGION,
2021–2026 (USD MILLION) 108
10.4 SALES AND MARKETING PROFESSIONALS 108
10.4.1 ADVENT OF DIGITALIZATION ACROSS ALL VERTICALS TO BOOST THE DEPLOYMENT AND PERFORMANCE OF PRODUCT ANALYTICS SOLUTIONS IN SALES AND MARKETING PROFESSIONALS 108
TABLE 48 SALES AND MARKETING PROFESSIONALS: PRODUCT ANALYTICS MARKET,
BY REGION, 2015–2020 (USD MILLION) 109
TABLE 49 SALES AND MARKETING PROFESSIONALS: PRODUCT ANALYTICS MARKET,
BY REGION, 2021–2026 (USD MILLION) 109
 
10.5 CONSUMER ENGAGEMENT 109
10.5.1 INCREASING DEMAND FOR ENHANCED USER EXPERIENCE AND INSIGHTS TO DRIVE THE GROWTH OF THE PRODUCT ANALYTICS MARKET BY CONSUMER ENGAGEMENT BUSINESSES 109
TABLE 50 CONSUMER ENGAGEMENT IN PRODUCT ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION) 110
TABLE 51 CONSUMER ENGAGEMENT IN PRODUCT ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 110
11 PRODUCT ANALYTICS MARKET, BY VERTICAL 111
11.1 INTRODUCTION 112
11.1.1 VERTICALS: COVID-19 IMPACT 112
11.1.2 PRODUCT ANALYTICS: ENTERPRISE USE CASES 113
FIGURE 43 HEALTHCARE AND PHARMACEUTICALS VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 114
TABLE 52 PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 114
TABLE 53 PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 115
11.2 BANKING, FINANCIAL SERVICES AND INSURANCE 115
11.2.1 TO IMPROVE BUSINESS PERFORMANCE, REDUCE COST, AND CHURN WITH THE HELP OF PRODUCT ANALYTICS SOLUTIONS 115
TABLE 54 BANKING, FINANCIAL SERVICES AND INSURANCE: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 116
TABLE 55 BANKING, FINANCIAL SERVICES AND INSURANCE: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 116
11.3 RETAIL AND CONSUMER GOODS 117
11.3.1 ADOPTION OF PRODUCT ANALYTICS SOLUTIONS TO BOOST BUSINESS DECISION PERFORMANCE AND PROFIT MARGINS 117
TABLE 56 RETAIL AND CONSUMER GOODS: PRODUCT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 117
TABLE 57 RETAIL AND CONSUMER GOODS: PRODUCT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 118
11.4 IT AND TELECOM 118
11.4.1 USAGE OF SMARTPHONES, COMPLEXITY IN TELECOM INDUSTRY, AND INCREASING SERVICE PROVIDERS MAKING A RAPID GROWTH FOR PRODUCT ANALYTICS MARKET 118
TABLE 58 IT AND TELECOM: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 119
TABLE 59 IT AND TELECOM: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 119
11.5 AUTOMOTIVE 119
11.5.1 ADOPTION OF PRODUCT ANALYTICS SOLUTIONS FOR DATA-DRIVEN STRATEGIES, CUTTING COSTS, AVOID RISKS, AND DRIVE REVENUE 119
TABLE 60 AUTOMOTIVE: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 120
TABLE 61 AUTOMOTIVE: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 120
11.6 MEDIA AND ENTERTAINMENT 120
11.6.1 RISING CONTENT CONSUMPTION AND DIGITAL ENTERTAINMENT ADOPTION IS GENERATING DEMAND FOR PRODUCT ANALYTICS 120
TABLE 62 MEDIA AND ENTERTAINMENT: PRODUCT ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION) 121
TABLE 63 MEDIA AND ENTERTAINMENT: PRODUCT ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 121
11.7 MANUFACTURING 121
11.7.1 ADOPTION OF PRODUCT ANALYTICS TO BOOST PERFORMANCE AND IMPROVE DECISION-MAKING 121
TABLE 64 MANUFACTURING: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION) 122
TABLE 65 MANUFACTURING: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 122
11.8 HEALTHCARE AND PHARMACEUTICALS 122
11.8.1 REAL-TIME DECISION-MAKING TO PROVIDE NEW INNOVATIVE SOLUTIONS AND DELIVER PROPER INSIGHTS FOR PATIENTS LED TO A RISING NEED FOR PRODUCT ANALYTICS SOLUTIONS 122
TABLE 66 HEALTHCARE AND PHARMACEUTICALS: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 123
TABLE 67 HEALTHCARE AND PHARMACEUTICALS: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 123
11.9 ENERGY AND UTILITIES 124
11.9.1 GROWING DEMAND FOR INTELLIGENT PRODUCTION, DISTRIBUTION, AND CONSUMPTION OF ENERGY AND UTILITIES LED TO THE GROWTH OF PRODUCT ANALYTICS SOLUTIONS IN THIS VERTICAL 124
TABLE 68 ENERGY AND UTILITIES: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 124
TABLE 69 ENERGY AND UTILITIES: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 124
11.10 OTHER VERTICALS 125
TABLE 70 OTHER VERTICALS: PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 125
TABLE 71 OTHER VERTICALS: PRODUCT ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 125
12 PRODUCT ANALYTICS MARKET, BY REGION 126
12.1 INTRODUCTION 127
FIGURE 44 CHINA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 127
FIGURE 45 ASIA PACIFIC TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 127
TABLE 72 PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION) 128
TABLE 73 PRODUCT ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 128
12.2 NORTH AMERICA 129
12.2.1 NORTH AMERICA: PRODUCT ANALYTICS MARKET DRIVERS 129
12.2.2 NORTH AMERICA: COVID-19 IMPACT 130
12.2.3 NORTH AMERICA: REGULATIONS 130
12.2.3.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 130
12.2.3.2 Gramm–Leach–Bliley Act 131
12.2.3.3 Health Insurance Portability and Accountability Act of 1996 131
12.2.3.4 Federal Information Security Management Act 131
12.2.3.5 Federal Information Processing Standards 131
12.2.3.6 California Consumer Privacy Act 132
FIGURE 46 NORTH AMERICA: MARKET SNAPSHOT 133
TABLE 74 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION) 133
TABLE 75 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 134
TABLE 76 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 134
TABLE 77 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 134
TABLE 78 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 134
TABLE 79 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 135
TABLE 80 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 135
TABLE 81 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 135
TABLE 82 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2015–2020 (USD MILLION) 135
TABLE 83 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2021–2026 (USD MILLION) 136
TABLE 84 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2015–2020 (USD MILLION) 136
TABLE 85 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2021–2026 (USD MILLION) 136
TABLE 86 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION) 137
TABLE 87 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 137
TABLE 88 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 138
TABLE 89 NORTH AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 138
12.2.4 UNITED STATES 138
12.2.4.1 Rapid adoption and use of digitally innovative solutions, the presence of tech-giants, and the growth of social media platforms to drive the product analytics market growth 138
12.2.5 CANADA 139
12.2.5.1 Startup ecosystem and the growth in the need for real-time decision-making to drive the growth of product analytics solutions in Canada 139
 
12.3 EUROPE 139
12.3.1 EUROPE: PRODUCT ANALYTICS MARKET DRIVERS 139
12.3.2 EUROPE: COVID-19 IMPACT 140
12.3.3 EUROPE: REGULATIONS 140
12.3.3.1 General Data Protection Regulation 140
12.3.3.2 European Committee for Standardization 141
TABLE 90 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 141
TABLE 91 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 141
TABLE 92 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 141
TABLE 93 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 141
TABLE 94 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 142
TABLE 95 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 142
TABLE 96 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 142
TABLE 97 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 142
TABLE 98 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2015–2020 (USD MILLION) 143
TABLE 99 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2021–2026 (USD MILLION) 143
TABLE 100 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2015–2020 (USD MILLION) 143
TABLE 101 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2021–2026 (USD MILLION) 143
TABLE 102 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 144
TABLE 103 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 144
TABLE 104 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION) 145
TABLE 105 EUROPE: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 145
12.3.4 UNITED KINGDOM 145
12.3.4.1 Advanced IT infrastructure and skilled workforce to drive the growth of product analytics solutions in the UK 145
12.3.5 GERMANY 146
12.3.5.1 Government initiatives for technological developments in the manufacturing vertical to drive the growth of product analytics solutions in Germany 146
 
12.3.6 FRANCE 146
12.3.6.1 Heavy R&D investments, digitalization and strong hold of retail, aerospace and defense, and manufacturing verticals to drive the growth of the product analytics market in France 146
12.3.7 REST OF EUROPE 146
12.4 ASIA PACIFIC 147
12.4.1 ASIA PACIFIC: PRODUCT ANALYTICS MARKET DRIVERS 147
12.4.2 ASIA PACIFIC: COVID-19 IMPACT 147
12.4.3 ASIA PACIFIC: REGULATIONS 148
12.4.3.1 Personal Data Protection Act 148
12.4.3.2 International Organization for Standardization 27001 148
FIGURE 47 ASIA PACIFIC: MARKET SNAPSHOT 149
TABLE 106 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION) 149
TABLE 107 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 150
TABLE 108 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION) 150
TABLE 109 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 150
TABLE 110 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 150
TABLE 111 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 151
TABLE 112 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 151
TABLE 113 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 151
TABLE 114 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2015–2020 (USD MILLION) 151
TABLE 115 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2021–2026 (USD MILLION) 152
TABLE 116 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2015–2020 (USD MILLION) 152
TABLE 117 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2021–2026 (USD MILLION) 152
TABLE 118 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 153
TABLE 119 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 153
TABLE 120 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 154
TABLE 121 ASIA PACIFIC: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 154
12.4.4 CHINA 154
12.4.4.1 Exponential growth of internet penetration and eCommerce players to drive the growth of product analytics solutions in China 154
 
12.4.5 JAPAN 155
12.4.5.1 Rise of innovative technologies and collaboration between governments and businesses for digital transformation in Japan 155
12.4.6 SOUTH KOREA 155
12.4.6.1 Heavy investments in R&D for innovative technologies by the government in South Korea led to the growth of the product analytics solutions 155
12.5 MIDDLE EAST AND AFRICA 155
12.5.1 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET DRIVERS 156
12.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 156
12.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 156
12.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 156
12.5.3.2 GDPR Applicability in KSA 157
12.5.3.3 Protection of Personal Information Act 157
TABLE 122 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY COMPONENT, 2015–2020 (USD MILLION) 157
TABLE 123 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY COMPONENT, 2021–2026 (USD MILLION) 157
TABLE 124 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION) 158
TABLE 125 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 158
TABLE 126 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 158
TABLE 127 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 158
TABLE 128 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 159
TABLE 129 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 159
TABLE 130 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE, 2015–2020 (USD MILLION) 159
TABLE 131 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE, 2021–2026 (USD MILLION) 159
TABLE 132 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER, 2015–2020 (USD MILLION) 160
TABLE 133 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER, 2021–2026 (USD MILLION) 160
TABLE 134 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY VERTICAL, 2015–2020 (USD MILLION) 160
TABLE 135 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION) 161
TABLE 136 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY COUNTRY, 2015–2020 (USD MILLION) 161
TABLE 137 MIDDLE EAST AND AFRICA: PRODUCT ANALYTICS MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION) 161
 
12.5.4 MIDDLE EAST 162
12.5.4.1 Shift of countries in the Middle East toward digital innovations drives the adoption of product analytics solutions in the region 162
12.5.5 AFRICA 162
12.5.5.1 Growing digitalization in African countries to offer opportunities for deploying product analytics solutions in Africa 162
12.6 LATIN AMERICA 162
12.6.1 LATIN AMERICA: PRODUCT ANALYTICS MARKET DRIVERS 162
12.6.2 LATIN AMERICA: COVID-19 IMPACT 163
12.6.3 LATIN AMERICA: REGULATIONS 163
12.6.3.1 Brazil Data Protection Law 163
12.6.3.2 Argentina Personal Data Protection Law No. 25.326 163
TABLE 138 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION) 164
TABLE 139 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 164
TABLE 140 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE, 2015–2020 (USD MILLION) 164
TABLE 141 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 165
TABLE 142 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 165
TABLE 143 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 165
TABLE 144 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 165
TABLE 145 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 166
TABLE 146 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2015–2020 (USD MILLION) 166
TABLE 147 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY MODE,
2021–2026 (USD MILLION) 166
TABLE 148 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2015–2020 (USD MILLION) 166
TABLE 149 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY END USER,
2021–2026 (USD MILLION) 167
TABLE 150 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION) 167
TABLE 151 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 168
TABLE 152 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION) 168
TABLE 153 LATIN AMERICA: PRODUCT ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION) 168
12.6.4 BRAZIL 169
12.6.4.1 Increased use of data center services in industries such as media and entertainment, banking and financial services, and government organizations to increase the demand in Brazil 169
12.6.5 MEXICO 169
12.6.5.1 SMEs adopt digital analytics platforms to streamline business processes, enhance product offerings, fulfill customer demands, and improve the overall enterprise performance 169
12.6.6 REST OF LATIN AMERICA 169
13 COMPETITIVE LANDSCAPE 170
13.1 OVERVIEW 170
13.2 REVENUE ANALYSIS 170
FIGURE 48 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS 170
13.3 MARKET SHARE ANALYSIS 170
FIGURE 49 PRODUCT ANALYTICS MARKET: MARKET SHARE ANALYSIS 171
TABLE 154 PRODUCT ANALYTICS MARKET: DEGREE OF COMPETITION 171
13.4 COMPANY EVALUATION QUADRANT 172
13.4.1 STARS 172
13.4.2 EMERGING LEADERS 172
13.4.3 PERVASIVE PLAYERS 172
13.4.4 PARTICIPANTS 172
FIGURE 50 KEY PRODUCT ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021 173
13.5 COMPETITIVE BENCHMARKING 174
TABLE 155 COMPANY PRODUCT FOOTPRINT 174
TABLE 156 COMPANY REGION FOOTPRINT 175
13.6 STARTUP/SME EVALUATION QUADRANT 176
13.6.1 PROGRESSIVE COMPANIES 176
13.6.2 RESPONSIVE COMPANIES 176
13.6.3 DYNAMIC COMPANIES 177
13.6.4 STARTING BLOCKS 177
FIGURE 51 STARTUP/SME PRODUCT ANALYTICS MARKET EVALUATION MATRIX, 2021 177
13.7 COMPETITIVE SCENARIO 178
13.7.1 PRODUCT LAUNCHES 178
TABLE 157 PRODUCT LAUNCHES, JANUARY 2018–MAY 2021 178
13.7.2 DEALS 180
TABLE 158 DEALS, JANUARY 2018– MAY 2021 180
13.7.3 OTHERS 183
TABLE 159 OTHERS, 2018–2021 183
 
14 COMPANY PROFILES 184
14.1 INTRODUCTION 184
14.2 KEY PLAYERS 184
(Business Overview, Solutions, Key Insights, Recent Developments, MnM View)*
14.2.1 IBM 184
TABLE 160 IBM: BUSINESS OVERVIEW 184
FIGURE 52 IBM: FINANCIAL OVERVIEW 185
TABLE 161 IBM: SOLUTIONS OFFERED 185
TABLE 162 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 186
TABLE 163 IBM: DEALS 187
14.2.2 ORACLE 189
TABLE 164 ORACLE: BUSINESS OVERVIEW 189
FIGURE 53 ORACLE: FINANCIAL OVERVIEW 190
TABLE 165 ORACLE: SOLUTIONS OFFERED 190
TABLE 166 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 191
TABLE 167 ORACLE: DEALS 192
14.2.3 GOOGLE 194
TABLE 168 GOOGLE: BUSINESS AND FINANCIAL OVERVIEW 194
FIGURE 54 GOOGLE: FINANCIAL OVERVIEW 195
TABLE 169 GOOGLE: SOLUTION OFFERED 195
TABLE 170 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 196
TABLE 171 GOOGLE: DEALS 196
14.2.4 SALESFORCE 198
TABLE 172 SALESFORCE: BUSINESS OVERVIEW 198
FIGURE 55 SALESFORCE: FINANCIAL OVERVIEW 199
TABLE 173 SALESFORCE: SOLUTIONS OFFERED 199
TABLE 174 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 200
TABLE 175 SALESFORCE: DEALS 201
14.2.5 ADOBE 204
TABLE 176 ADOBE: BUSINESS OVERVIEW 204
FIGURE 56 ADOBE: FINANCIAL OVERVIEW 205
TABLE 177 ADOBE: SOLUTION OFFERED 205
TABLE 178 ADOBE: PRODUCT LAUNCHES AND ENHANCEMENTS 206
TABLE 179 ADOBE: DEALS 206
14.2.6 VERITONE 208
TABLE 180 VERITONE: BUSINESS OVERVIEW 208
FIGURE 57 VERITONE: FINANCIAL OVERVIEW 209
TABLE 181 VERITONE: SOLUTION OFFERED 209
TABLE 182 VERITONE: PRODUCT LAUNCHES AND ENHANCEMENTS 210
TABLE 183 VERITONE: DEALS 210

Augmented Intelligence Market with COVID-19 Impact Analysis by Component, Technology (Machine Learning, Natural Language Processing, and Computer Visi...

Publisher:        MarketsandMarkets

# of Pages:        272

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Publication Date:  April, 2022

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1 INTRODUCTION 37
1.1 INTRODUCTION TO COVID-19 37
1.2 COVID-19 HEALTH ASSESSMENT 37
FIGURE 1 COVID-19: GLOBAL PROPAGATION 37
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 38
1.3 COVID-19 ECONOMIC ASSESSMENT 39
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 39
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 40
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 40
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 41
1.4 OBJECTIVES OF THE STUDY 42
1.5 MARKET DEFINITION 42
1.5.1 INCLUSIONS AND EXCLUSIONS 43
1.6 MARKET SCOPE 43
1.6.1 MARKET SEGMENTATION 43
1.6.2 REGIONS COVERED 44
1.6.3 YEARS CONSIDERED FOR THE STUDY 44
1.7 CURRENCY CONSIDERED 45
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020 45
1.8 STAKEHOLDERS 45
2 RESEARCH METHODOLOGY 46
2.1 RESEARCH DATA 46
FIGURE 6 AUGMENTED INTELLIGENCE MARKET: RESEARCH DESIGN 46
2.1.1 SECONDARY DATA 47
2.1.2 PRIMARY DATA 47
TABLE 2 PRIMARY INTERVIEWS 47
2.1.2.1 Breakup of primary profiles 48
2.1.2.2 Key industry insights 48
2.2 MARKET BREAKUP AND DATA TRIANGULATION 49
FIGURE 7 DATA TRIANGULATION 49
2.3 MARKET SIZE ESTIMATION 50
FIGURE 8 AUGMENTED INTELLIGENCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 50
2.3.1 TOP-DOWN APPROACH 50
2.3.2 BOTTOM-UP APPROACH 51
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 51
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 52
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE AUGMENTED INTELLIGENCE MARKET 53
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AUGMENTED INTELLIGENCE THROUGH THE OVERALL AUGMENTED INTELLIGENCE SPENDING 53
2.4 MARKET FORECAST 54
TABLE 3 FACTOR ANALYSIS 54
TABLE 4 IMPACT OF COVID-19 55
2.5 COMPANY EVALUATION MATRIX 56
FIGURE 13 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 56
2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 57
FIGURE 14 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 57
2.7 ASSUMPTIONS FOR THE STUDY 57
2.8 LIMITATIONS OF THE STUDY 59
3 EXECUTIVE SUMMARY 60
TABLE 5 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2016–2021 (USD BILLION, Y-O-Y%) 61
TABLE 6 GLOBAL AUGMENTED INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2022–2027 (USD BILLION, Y-O-Y%) 61
FIGURE 15 SOFTWARE SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2022 61
FIGURE 16 MACHINE LEARNING SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022 62
FIGURE 17 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2022 62
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2022 62
FIGURE 19 BFSI TO CONTRIBUTE THE HIGHEST MARKET REVENUE DURING THE FORECAST PERIOD 63
FIGURE 20 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2022 63
4 PREMIUM INSIGHTS 64
4.1 BRIEF OVERVIEW OF THE AUGMENTED INTELLIGENCE MARKET 64
FIGURE 21 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS BIG DATA, ML, ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH 64
4.2 AUGMENTED INTELLIGENCE MARKET: TOP THREE VERTICALS 64
FIGURE 22 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD 64
4.3 AUGMENTED INTELLIGENCE MARKET, BY REGION 65
FIGURE 23 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021 65
4.4 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY AND VERTICAL 65
FIGURE 24 MACHINE LEARNING TECHNOLOGY AND BFSI TO ACCOUNT FOR THE LARGEST SHARES IN THE AUGMENTED INTELLIGENCE MARKET IN 2022 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 25 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AUGMENTED INTELLIGENCE MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increasing volume of complex business data 67
5.2.1.2 Growing adoption of advanced augmented intelligence and analytics tools 67
5.2.1.3 Adoption and scaling of digital initiatives 67
5.2.2 RESTRAINTS 68
5.2.2.1 Apprehension about technologies replacing humans 68
5.2.2.2 Data security concerns 68
5.2.3 OPPORTUNITIES 68
5.2.3.1 Increase in adoption of artificial intelligence, machine learning, and natural language processing technologies 68
5.2.3.2 High adoption of augmented intelligence solutions among SMEs 69
5.2.4 CHALLENGES 69
5.2.4.1 Integration of data from data silos 69
5.2.4.2 Ownership and privacy of collected data 69
5.2.4.3 Lack of skilled workforce 70
5.2.5 CUMULATIVE GROWTH ANALYSIS 70
5.3 AUGMENTED INTELLIGENCE: EVOLUTION 70
FIGURE 26 EVOLUTION OF AUGMENTED INTELLIGENCE 71
5.4 CASE STUDY ANALYSIS 71
5.4.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 71
5.4.1.1 Case study 1: Cognizant’s AI and Automation solution helps an insurance company improve the insurance claims process 71
5.4.1.2 Case study 2: Eiffage Becomes Proactive in its Financial Management with TIBCO Spotfire Software 72
5.4.2 IT & TELECOM 72
5.4.2.1 Case study 1: Orange builds a Sustainable Data Practice with the help of Dataiku 72
5.4.3 RETAIL & CONSUMER GOODS 73
5.4.3.1 Case study 1: ASOS used Microsoft Azure ML service to reduce time-to-market for a recommendations model 73
5.4.4 ENERGY & UTILITIES 73
5.4.4.1 Case study 1: Intermediate Energy Company Drills Down into Data Insights for Better Performance 73
5.4.5 TRANSPORTATION & LOGISTICS 74
5.4.5.1 Case study 1: Sisense allows Air Canada to extract meaningful insights and has become an indispensable operational management tool 74
5.4.6 HEALTHCARE & LIFE SCIENCES 74
5.4.6.1 Case study 1: The company focuses on integrating data to get a 360-degree view of customers, without restoring manual processes 74
5.4.6.2 Case study 2: Inspire used ML to connect millions of patients and caregivers on AWS 75
5.4.7 MANUFACTURING 75
5.4.7.1 Case Study 1: IBM helped SHENZHEN CHINA STAR OPTOELECTRONICS TECHNOLOGY CO LTD. (CSOT) boost production quality and throughput 75
5.4.8 MEDIA & ENTERTAINMENT 76
5.4.8.1 Case study 1: One of the world’s leading media conglomerates adopted HCL’s augmented intelligence solution to redefine user experience through human-centric design 76
5.4.9 GOVERNMENT & DEFENSE 76
5.4.9.1 Case study 1: By moving to Equinix’s TY3 facility, OANDA was able to improve this time by 93%, providing its Japanese customers with real-time access to its foreign exchange trading market 76
5.5 SUPPLY/VALUE CHAIN ANALYSIS 77
FIGURE 27 SUPPLY/VALUE CHAIN ANALYSIS 77
5.6 TECHNOLOGY ANALYSIS 78
5.6.1 AI AND AUGMENTED INTELLIGENCE 78
5.6.2 ML AND AUGMENTED INTELLIGENCE 78
5.6.3 IOT AND AUGMENTED INTELLIGENCE 78
5.6.4 CLOUD COMPUTING AND AUGMENTED INTELLIGENCE 79
5.7 PATENT ANALYSIS 79
5.7.1 METHODOLOGY 79
5.7.2 DOCUMENT TYPE 79
TABLE 7 PATENTS FILED, 2019–2022 79
5.7.3 INNOVATION AND PATENT APPLICATIONS 79
FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2019–2022 80
5.7.3.1 Top applicants 80
FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2019–2022 80
5.8 AUGMENTED INTELLIGENCE ECOSYSTEM 80
TABLE 8 AUGMENTED INTELLIGENCE MARKET: ECOSYSTEM 81
5.9 PRICING MODEL ANALYSIS 82
TABLE 9 PRICING MODEL 82
5.10 PORTER’S FIVE FORCES ANALYSIS 83
FIGURE 30 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS 83
TABLE 10 AUGMENTED INTELLIGENCE MARKET: PORTER’S FIVE FORCES ANALYSIS 83
5.10.1 THREAT OF NEW ENTRANTS 84
5.10.2 THREAT OF SUBSTITUTES 84
5.10.3 BARGAINING POWER OF SUPPLIERS 84
5.10.4 BARGAINING POWER OF BUYERS 84
5.10.5 INTENSITY OF COMPETITIVE RIVALRY 85
5.11 REGULATORY IMPLICATIONS 85
5.11.1 GENERAL DATA PROTECTION REGULATION 85
5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 85
5.11.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 85
5.11.4 SARBANES-OXLEY ACT OF 2002 86
5.11.5 SOC 2 TYPE II COMPLIANCE 86
5.11.6 ISO/IEC 27001 86
5.11.7 THE GRAMM–LEACH–BLILEY ACT 86
5.12 AUGMENTED INTELLIGENCE MARKET: COVID-19 IMPACT 87
5.13 KEY CONFERENCES & EVENTS IN 2022-2023 87
TABLE 11 CONNECTED MARKET: DETAILED LIST OF CONFERENCES & EVENTS 87
5.14 TARIFF AND REGULATORY LANDSCAPE 88
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89
TABLE 15 MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90
TABLE 16 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90
5.14.2 NORTH AMERICA: REGULATIONS 91
5.14.2.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 91
5.14.2.2 Gramm-Leach-Bliley (GLB) Act 91
5.14.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 91
5.14.2.4 Federal Information Security Management Act (FISMA) 91
5.14.2.5 Federal Information Processing Standards (FIPS) 92
5.14.2.6 California Consumer Privacy Act (CSPA) 92
5.14.3 EUROPE: TARIFFS AND REGULATIONS 93
5.14.3.1 GDPR 2016/679 is a regulation in the EU 93
5.14.3.2 General Data Protection Regulation 93
5.14.3.3 European Committee for Standardization 93
5.14.3.4 European Technical Standards Institute 93
5.15 KEY STAKEHOLDERS & BUYING CRITERIA 94
5.15.1 KEY STAKEHOLDERS IN THE BUYING PROCESS 94
TABLE 17 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS FOR THE TOP 3 SOLUTIONS (%) 94
5.15.2 BUYING CRITERIA 94
TABLE 18 KEY BUYING CRITERIA FOR THE TOP 3 APPLICATIONS 94
6 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT 95
6.1 INTRODUCTION 96
6.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY COMPONENT 96
FIGURE 31 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 97
TABLE 19 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2016–2021 (USD BILLION) 97
TABLE 20 AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2022–2027 (USD BILLION) 97
6.1.2 COMPONENT: AUGMENTED INTELLIGENCE MARKET DRIVERS 97
6.2 SOFTWARE 98
TABLE 21 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 99
TABLE 22 SOFTWARE: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 99
6.3 SERVICES 99
TABLE 23 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 100
TABLE 24 SERVICES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 100
7 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY 101
7.1 INTRODUCTION 102
7.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY 102
FIGURE 32 COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 102
TABLE 25 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2016–2021 (USD BILLION) 103
TABLE 26 AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2022–2027 (USD BILLION) 103
7.1.2 TECHNOLOGY: AUGMENTED INTELLIGENCE MARKET DRIVERS 103
7.2 MACHINE LEARNING 104
TABLE 27 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 104
TABLE 28 MACHINE LEARNING: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 104
7.3 NATURAL LANGUAGE PROCESSING 105
TABLE 29 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET,
BY REGION, 2016–2021 (USD BILLION) 105
TABLE 30 NATURAL LANGUAGE PROCESSING: AUGMENTED INTELLIGENCE MARKET,
BY REGION, 2022–2027 (USD BILLION) 105
7.4 COMPUTER VISION 106
TABLE 31 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 106
TABLE 32 COMPUTER VISION: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 106
7.5 OTHER TECHNOLOGIES 107
TABLE 33 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 107
TABLE 34 OTHER TECHNOLOGIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 108
8 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE 109
8.1 INTRODUCTION 110
8.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE 110
FIGURE 33 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 111
TABLE 35 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE,
2016–2021 (USD BILLION) 111
TABLE 36 AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE,
2022–2027 (USD BILLION) 111
8.1.2 DEPLOYMENT MODE: AUGMENTED INTELLIGENCE MARKET DRIVERS 111
8.2 ON-PREMISES 112
TABLE 37 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 112
TABLE 38 ON-PREMISES: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 113
8.3 CLOUD 113
TABLE 39 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 113
TABLE 40 CLOUD: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 114
9 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE 115
9.1 INTRODUCTION 116
9.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE 116
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 117
TABLE 41 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE,
2016–2021 (USD BILLION) 117
TABLE 42 AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD BILLION) 117
9.1.2 ORGANIZATIONS SIZE: AUGMENTED INTELLIGENCE MARKET DRIVERS 118
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES 118
TABLE 43 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 119
TABLE 44 SMALL AND MEDIUM-SIZED ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 119
9.3 LARGE ENTERPRISES 119
TABLE 45 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 120
TABLE 46 LARGE ENTERPRISES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 120
10 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL 121
10.1 INTRODUCTION 122
10.1.1 COVID-19 IMPACT ON THE AUGMENTED INTELLIGENCE MARKET, BY VERTICAL 122
FIGURE 35 BFSI VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 123
TABLE 47 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 123
TABLE 48 AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 124
10.2 VERTICAL: AUGMENTED INTELLIGENCE MARKET DRIVERS 124
10.3 BANKING, FINANCIAL SERVICES, AND INSURANCE 125
TABLE 49 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 125
TABLE 50 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 125
TABLE 51 BANKING, FINANCIAL SERVICES, AND INSURANCE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 126
10.4 TELECOMMUNICATIONS & IT 126
TABLE 52 TELECOMMUNICATIONS & IT: USE CASES 127
TABLE 53 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 127
TABLE 54 TELECOMMUNICATIONS & IT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 127
10.5 RETAIL & CONSUMER GOODS 128
TABLE 55 RETAIL & CONSUMER GOODS: USE CASES 128
TABLE 56 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 128
TABLE 57 RETAIL & CONSUMER GOODS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 129
10.6 HEALTHCARE & LIFE SCIENCES 129
TABLE 58 HEALTHCARE & LIFE SCIENCES: USE CASES 129
TABLE 59 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 130
TABLE 60 HEALTHCARE & LIFE SCIENCES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 130
10.7 GOVERNMENT & DEFENSE 130
TABLE 61 GOVERNMENT & DEFENSE: USE CASES 131
TABLE 62 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 131
TABLE 63 GOVERNMENT & DEFENSE: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 131
10.8 MEDIA & ENTERTAINMENT 132
TABLE 64 MEDIA & ENTERTAINMENT: USE CASES 132
TABLE 65 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 132
TABLE 66 MEDIA & ENTERTAINMENT: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 133
10.9 MANUFACTURING 133
TABLE 67 MANUFACTURING: USE CASES 133
TABLE 68 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 134
TABLE 69 MANUFACTURING: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 134
10.10 TRANSPORTATION & LOGISTICS 134
TABLE 70 TRANSPORTATION & LOGISTICS: USE CASES 135
TABLE 71 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 135
TABLE 72 TRANSPORTATION & LOGISTICS: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 135
10.11 ENERGY & UTILITIES 135
TABLE 73 ENERGY & UTILITIES: USE CASES 136
TABLE 74 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2016–2021 (USD BILLION) 136
TABLE 75 ENERGY & UTILITIES: AUGMENTED INTELLIGENCE MARKET, BY REGION, 2022–2027 (USD BILLION) 136
10.12 OTHER VERTICALS 137
TABLE 76 OTHER VERTICALS: USE CASES 137
TABLE 77 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2016–2021 (USD BILLION) 137
TABLE 78 OTHER VERTICALS: AUGMENTED INTELLIGENCE MARKET, BY REGION,
2022–2027 (USD BILLION) 138
11 AUGMENTED INTELLIGENCE MARKET, BY REGION 139
11.1 INTRODUCTION 140
FIGURE 36 JAPAN TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 140
FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 141
TABLE 79 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION,
2016–2021 (USD BILLION) 141
TABLE 80 AUGMENTED INTELLIGENCE MARKET SIZE, BY REGION,
2022–2027 (USD BILLION) 141
11.2 NORTH AMERICA 142
11.2.1 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 142
11.2.2 NORTH AMERICA: COVID-19 IMPACT 143
TABLE 81 NORTH AMERICA: PROMINENT PLAYERS 143
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 144
TABLE 82 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 144
TABLE 83 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 145
TABLE 84 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 145
TABLE 85 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 145
TABLE 86 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 145
TABLE 87 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 146
TABLE 88 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 146
TABLE 89 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 146
TABLE 90 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 147
TABLE 91 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 147
TABLE 92 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION) 148
TABLE 93 NORTH AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 148
11.2.3 UNITED STATES 148
11.2.3.1 Rapid adoption and use of digitally innovative solutions, the presence of tech giants, and the increased use of the internet to drive the augmented intelligence market growth 148
11.2.4 CANADA 149
11.2.4.1 Startup ecosystem and transformation into data-driven organizations to drive the growth of augmented intelligence solutions in Canada 149
11.3 EUROPE 149
11.3.1 EUROPE: AUGMENTED INTELLIGENCE MARKET DRIVERS 150
11.3.2 EUROPE: COVID-19 IMPACT 150
TABLE 94 EUROPE: PROMINENT PLAYERS 151
TABLE 95 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2016–2021 (USD BILLION) 151
TABLE 96 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT,
2022–2027 (USD BILLION) 151
TABLE 97 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2016–2021 (USD BILLION) 152
TABLE 98 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY,
2022–2027 (USD BILLION) 152
TABLE 99 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 152
TABLE 100 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 152
TABLE 101 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 153
TABLE 102 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 153
TABLE 103 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 153
TABLE 104 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 154
TABLE 105 EUROPE: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 154
TABLE 106 EUROPE: AUGMENTED INTELLIGENCE MARKET SIZE, BY COUNTRY,
2022–2027 (USD BILLION) 154
11.3.3 UNITED KINGDOM 155
11.3.3.1 Advanced IT infrastructure, technologies, and continued transition toward intelligence services to drive the growth of augmented intelligence solutions in the UK 155
11.3.4 GERMANY 155
11.3.4.1 Government initiatives for technological developments in the manufacturing vertical to drive the growth of augmented intelligence solutions in Germany 155
11.3.5 FRANCE 156
11.3.5.1 Heavy R&D investments, digitalization, and strong hold of retail and manufacturing verticals to drive the growth of the augmented intelligence market in France 156
11.3.6 REST OF EUROPE 156
11.4 ASIA PACIFIC 157
11.4.1 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET DRIVERS 157
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 157
TABLE 107 ASIA PACIFIC: PROMINENT PLAYERS 158
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 159
TABLE 108 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 159
TABLE 109 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 160
TABLE 110 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 160
TABLE 111 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 160
TABLE 112 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 160
TABLE 113 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 161
TABLE 114 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 161
TABLE 115 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 161
TABLE 116 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 162
TABLE 117 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 162
TABLE 118 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 163
TABLE 119 ASIA PACIFIC: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 163
11.4.3 CHINA 163
11.4.3.1 The use of augmented intelligence services for driving policy support and technological investments to fuel the adoption of these services in China 163
11.4.4 JAPAN 164
11.4.4.1 Rise of innovative technologies and collaboration between governments and businesses for augmented intelligence in Japan 164
11.4.5 INDIA 164
11.4.5.1 Local entrepreneurs with the shift in technologies to provide support to Indian companies in the augmented intelligence market 164
11.4.6 REST OF ASIA PACIFIC 165
11.5 MIDDLE EAST AND AFRICA 165
11.5.1 MIDDLE EAST AND AFRICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 166
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 166
TABLE 120 MIDDLE EAST & AFRICA: PROMINENT PLAYERS 167
TABLE 121 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 167
TABLE 122 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 167
TABLE 123 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 167
TABLE 124 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 168
TABLE 125 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 168
TABLE 126 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 168
TABLE 127 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 168
TABLE 128 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 169
TABLE 129 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2016–2021 (USD BILLION) 169
TABLE 130 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL, 2022–2027 (USD BILLION) 170
TABLE 131 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2016–2021 (USD BILLION) 170
TABLE 132 MIDDLE EAST & AFRICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 170
11.5.3 UNITED ARAB EMIRATES 171
11.5.3.1 New investments, strategies, and products to drive the adoption of augmented intelligence solutions in the region 171
11.5.4 KINGDOM OF SAUDI ARABIA 171
11.5.4.1 Growing need for delivering actionable insights to drive the augmented intelligence market in the Kingdom of Saudi Arabia 171
11.5.5 SOUTH AFRICA 171
11.5.5.1 Growing digitalization in African countries to offer opportunities for deploying augmented intelligence solutions in South Africa 171
11.5.6 REST OF MIDDLE EAST AND AFRICA 172
11.5.6.1 Increase in globalization to offer opportunities to deploy augmented intelligence solutions in the rest of Middle East & Africa 172
11.6 LATIN AMERICA 172
11.6.1 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET DRIVERS 173
11.6.2 LATIN AMERICA: COVID-19 IMPACT 173
TABLE 133 LATIN AMERICA: PROMINENT PLAYERS 174
TABLE 134 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2016–2021 (USD BILLION) 174
TABLE 135 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COMPONENT, 2022–2027 (USD BILLION) 174
TABLE 136 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2016–2021 (USD BILLION) 174
TABLE 137 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 175
TABLE 138 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD BILLION) 175
TABLE 139 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD BILLION) 175
TABLE 140 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD BILLION) 175
TABLE 141 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD BILLION) 176
TABLE 142 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2016–2021 (USD BILLION) 176
TABLE 143 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 177
TABLE 144 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2016–2021 (USD BILLION) 177
TABLE 145 LATIN AMERICA: AUGMENTED INTELLIGENCE MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 177
11.6.3 BRAZIL 178
11.6.3.1 Increased use of internet, technologies, and government organizations to increase the demand in Brazil 178
11.6.4 MEXICO 178
11.6.4.1 Increasing trade, rising customer base, and government initiatives to fuel the growth of augmented intelligence 178
11.6.5 REST OF LATIN AMERICA 179
12 COMPETITIVE LANDSCAPE 180
12.1 OVERVIEW 180
12.2 KEY PLAYER STRATEGIES 180
TABLE 146 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE AUGMENTED INTELLIGENCE MARKET 180
12.3 REVENUE ANALYSIS 181
FIGURE 40 REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS 181
12.4 MARKET SHARE ANALYSIS 182
FIGURE 41 AUGMENTED INTELLIGENCE MARKET SHARE ANALYSIS 182
TABLE 147 AUGMENTED INTELLIGENCE MARKET: DEGREE OF COMPETITION 182
12.5 COMPANY EVALUATION QUADRANT 184
12.5.1 STARS 184
12.5.2 EMERGING LEADERS 184
12.5.3 PERVASIVE PLAYERS 184
12.5.4 PARTICIPANTS 185
FIGURE 42 KEY AUGMENTED INTELLIGENCE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021 185
12.6 STARTUP/SME EVALUATION QUADRANT 186
12.6.1 PROGRESSIVE COMPANIES 186
12.6.2 RESPONSIVE COMPANIES 186
12.6.3 DYNAMIC COMPANIES 186
12.6.4 STARTING BLOCKS 186
FIGURE 43 STARTUPS/SMES: AUGMENTED INTELLIGENCE MARKET EVALUATION MATRIX, 2021 187
12.7 COMPETITIVE BENCHMARKING 187
TABLE 148 AUGMENTED INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 187
TABLE 149 AUGMENTED INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES] 188
12.8 COMPETITIVE SCENARIO 189
12.8.1 PRODUCT LAUNCHES 189
TABLE 150 PRODUCT LAUNCHES, OCTOBER 2019–FEBRUARY 2022 189
12.8.2 DEALS 190
TABLE 151 DEALS, OCTOBER 2018–MARCH 2022 190
13 COMPANY PROFILES 191
13.1 INTRODUCTION 191
13.2 MAJOR PLAYERS 191
(Business overview, Products and services offered, Recent Developments, COVID-19-related developments, MNM View, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
13.2.1 IBM 191
TABLE 152 IBM: BUSINESS OVERVIEW 191
FIGURE 44 IBM: COMPANY SNAPSHOT 192
TABLE 153 IBM: PRODUCTS OFFERED 192
TABLE 154 IBM: SERVICES OFFERED 193
TABLE 155 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 193
TABLE 156 IBM: DEALS 194
13.2.2 SALESFORCE 197
TABLE 157 SALESFORCE: BUSINESS OVERVIEW 197
FIGURE 45 SALESFORCE: COMPANY SNAPSHOT 198
TABLE 158 SALESFORCE: PRODUCTS OFFERED 198
TABLE 159 SALESFORCE: SERVICES OFFERED 199
TABLE 160 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 199
TABLE 161 SALESFORCE: DEALS 200
13.2.3 GOOGLE 202
TABLE 162 GOOGLE: BUSINESS OVERVIEW 202
FIGURE 46 GOOGLE: COMPANY SNAPSHOT 203
TABLE 163 GOOGLE: PRODUCTS OFFERED 203
TABLE 164 GOOGLE: SERVICES OFFERED 204
TABLE 165 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 204
TABLE 166 GOOGLE: DEALS 204
13.2.4 MICROSOFT 207
TABLE 167 MICROSOFT: BUSINESS OVERVIEW 207
FIGURE 47 MICROSOFT: COMPANY SNAPSHOT 208
TABLE 168 MICROSOFT: PRODUCTS OFFERED 208
TABLE 169 MICROSOFT: SERVICES OFFERED 208
TABLE 170 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 209
TABLE 171 MICROSOFT: DEALS 210
13.2.5 SAP 213
TABLE 172 SAP: BUSINESS OVERVIEW 213
FIGURE 48 SAP: COMPANY SNAPSHOT 214
TABLE 173 SAP: PRODUCTS OFFERED 214
TABLE 174 SAP: SERVICES OFFERED 214
TABLE 175 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 215
TABLE 176 SAP: DEALS 216
13.2.6 SAS 218
TABLE 177 SAS: BUSINESS OVERVIEW 218
FIGURE 49 SAS: COMPANY SNAPSHOT 219
TABLE 178 SAS: PRODUCTS OFFERED 219
TABLE 179 SAS: SERVICES OFFERED 219
TABLE 180 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS 220
TABLE 181 SAS: DEALS 220
13.2.7 COGNITIVESCALE 222
TABLE 182 COGNITIVESCALE: BUSINESS OVERVIEW 222
TABLE 183 COGNITIVESCALE: PRODUCTS OFFERED 222
TABLE 184 COGNITIVESCALE: PRODUCT LAUNCHES AND ENHANCEMENTS 223
TABLE 185 COGNITIVESCALE: DEALS 223
13.2.8 QLIKTECH INTERNATIONAL AB 225
TABLE 186 QLIKTECH INTERNATIONAL AB: BUSINESS OVERVIEW 225
TABLE 187 QLIKTECH INTERNATIONAL AB: PRODUCTS OFFERED 225
TABLE 188 QLIKTECH INTERNATIONAL AB: SERVICES OFFERED 225
TABLE 189 QLIKTECH INTERNATIONAL AB: PRODUCT LAUNCHES AND ENHANCEMENTS 226
TABLE 190 QLIKTECH INTERNATIONAL AB: DEALS 226
13.2.9 TIBCO 228
TABLE 191 TIBCO: BUSINESS OVERVIEW 228
TABLE 192 TIBCO: PRODUCTS OFFERED 228
TABLE 193 TIBCO: SERVICES OFFERED 229
TABLE 194 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS 229
TABLE 195 TIBCO: DEALS 230
13.2.10 AWS 232
TABLE 196 AWS: BUSINESS OVERVIEW 232
FIGURE 50 AWS: COMPANY SNAPSHOT 232
TABLE 197 AWS: PRODUCTS OFFERED 233
TABLE 198 AWS: SERVICES OFFERED 233
TABLE 199 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 233
TABLE 200 AWS: DEALS 234
13.2.11 NEORIS 236
TABLE 201 NEORIS: BUSINESS OVERVIEW 236
TABLE 202 NEORIS: PRODUCTS OFFERED 236
TABLE 203 NEORIS: SERVICES OFFERED 236
TABLE 204 NEORIS: PRODUCT LAUNCHES AND ENHANCEMENTS 237
TABLE 205 NEORIS: DEALS 237
13.2.12 SISENSE 238
TABLE 206 SISENSE: BUSINESS OVERVIEW 238
TABLE 207 SISENSE: PRODUCTS OFFERED 238
TABLE 208 SISENSE: SERVICES OFFERED 239
TABLE 209 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS 239
TABLE 210 SISENSE: DEALS 239
13.2.13 MICROSTRATEGY 240
TABLE 211 MICROSTRATEGY: BUSINESS OVERVIEW 240
FIGURE 51 MICROSTRATEGY: COMPANY SNAPSHOT 240
TABLE 212 MICROSTRATEGY: PRODUCTS OFFERED 241
TABLE 213 MICROSTRATEGY: SERVICES OFFERED 241
TABLE 214 MICROSTRATEGY: PRODUCT LAUNCHES AND ENHANCEMENTS 241
TABLE 215 MICROSTRATEGY: DEALS 242
13.2.14 DATAIKU 243
TABLE 216 DATAIKU: BUSINESS OVERVIEW 243
TABLE 217 DATAIKU: PRODUCTS OFFERED 243
TABLE 218 DATAIKU: SERVICES OFFERED 243
TABLE 219 DATAIKU: PRODUCT LAUNCHES AND ENHANCEMENTS 244
TABLE 220 DATAIKU: DEALS 244
13.3 SMES AND STARTUPS 246
13.3.1 COSMO TECH 246
13.3.2 JUMIO 246
13.3.3 LUCIDWORKS 247
13.3.4 SQUIRRO 247
13.3.5 DATAROBOT 248
13.3.6 BONDI LABS 248
13.3.7 EAZYML 249
13.3.8 STRADIGI AI 249
13.3.9 AIBLE 250
13.3.10 PECAN AI 250
13.3.11 TELLIUS 251
13.3.12 BINAH.AI 251
13.3.13 AUGMENTED INTELLIGENCE (AUI) 252
13.3.14 PRYON 252
13.3.15 BIOXPLOR 253
13.3.16 CAUSA LENS 253
*Details on Business overview, Products and services offered, Recent Developments, COVID-19-related 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.

Digital Map Market with COVID-19 Impact Analysis by Component (Solutions, Services), Mapping Type (Outdoor Mapping, Indoor Mapping), Application, Indu...

Publisher:        MarketsandMarkets

# of Pages:        222

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Publication Date:  March, 2022

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1 INTRODUCTION 33
1.1 INTRODUCTION TO COVID-19 33
1.2 COVID-19 HEALTH ASSESSMENT 33
FIGURE 1 COVID-19: GLOBAL PROPAGATION 33
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 34
1.3 COVID-19 ECONOMIC ASSESSMENT 35
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR
SELECT G20 COUNTRIES IN 2020 35
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 36
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 36
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 37
1.4 OBJECTIVES OF THE STUDY 38
1.5 MARKET DEFINITION 38
1.6 MARKET SCOPE 39
1.6.1 MARKET SEGMENTATION 39
1.6.2 REGIONS COVERED 40
1.6.3 YEARS CONSIDERED FOR THE STUDY 40
1.7 CURRENCY CONSIDERED 41
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 41
1.8 STAKEHOLDERS 41
1.9 SUMMARY OF CHANGES 41
2 RESEARCH METHODOLOGY 43
2.1 RESEARCH DATA 43
FIGURE 6 DIGITAL MAP MARKET: RESEARCH DESIGN 43
2.1.1 SECONDARY DATA 44
2.1.2 PRIMARY DATA 44
2.1.2.1 Breakup of primaries 44
TABLE 2 PRIMARY INTERVIEWS 45
2.1.2.2 Key industry insights 45
2.2 MARKET BREAKUP AND DATA TRIANGULATION 46
2.3 MARKET SIZE ESTIMATION 47
FIGURE 7 DIGITAL MAP MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 47
2.3.1 TOP-DOWN APPROACH 47
2.3.2 BOTTOM-UP APPROACH 47
2.4 MARKET SIZE ESTIMATION 48
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 1 (SUPPLY-SIDE): REVENUE OF OFFERINGS IN THE DIGITAL MAP MARKET 48
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2 (SUPPLY-SIDE): COLLECTIVE REVENUE OF ALL THE OFFERINGS IN THE DIGITAL MAP MARKET 48
2.5 MARKET FORECAST 49
TABLE 3 FACTOR ANALYSIS 49
2.6 COMPETITIVE LEADERSHIP MAPPING RESEARCH METHODOLOGY 50
FIGURE 10 COMPETITIVE LEADERSHIP MAPPING: CRITERIA WEIGHTAGE 50
2.7 ASSUMPTIONS FOR THE STUDY 51
2.8 LIMITATIONS OF THE STUDY 52
3 EXECUTIVE SUMMARY 53
FIGURE 11 SOLUTIONS SEGMENT EXPECTED TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD 53
FIGURE 12 MAPPING DATA SEGMENT EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 54
FIGURE 13 CONSULTING SEGMENT EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 54
FIGURE 14 OUTDOOR MAPPING SEGMENT EXPECTED TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD 55
FIGURE 15 ROUTING AND NAVIGATION SEGMENT EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 55
FIGURE 16 ASIA PACIFIC EXPECTED TO WITNESS THE HIGHEST GROWTH DURING
THE FORECAST PERIOD 56
4 PREMIUM INSIGHTS 57
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE GLOBAL DIGITAL MAP MARKET 57
FIGURE 17 GROWING NUMBER OF APPLICATIONS TO SUPPORT DIGITAL
MAP MARKET GROWTH 57
4.2 DIGITAL MAP MARKET, BY VERTICAL, 2021 57
FIGURE 18 INFRASTRUCTURE DEVELOPMENT AND CONSTRUCTION VERTICAL EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE IN 2021 57
4.3 NORTH AMERICA: DIGITAL MAP MARKET, BY APPLICATION AND VERTICAL, 2021 58
FIGURE 19 ROUTING AND NAVIGATION AND INFRASTRUCTURE DEVELOPMENT
AND CONSTRUCTION SEGMENTS EXPECTED TO ACCOUNT FOR LARGE MARKET SHARES 58
5 MARKET OVERVIEW AND INDUSTRY TRENDS 59
5.1 INTRODUCTION 59
5.2 MARKET DYNAMICS 59
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
DIGITAL MAP MARKET 60
5.2.1 DRIVERS 60
5.2.1.1 Rising adoption of mobile computing devices for navigation 60
5.2.1.2 Significant growth in the use of geospatial information 60
5.2.2 RESTRAINTS 61
5.2.2.1 Lack of expertise 61
5.2.2.2 Regulations and legal issues 61
5.2.3 OPPORTUNITIES 61
5.2.3.1 Rising demand for real-time mapping of data 61
5.2.3.2 Increasing implementation of 5G networks 62
5.2.4 CHALLENGES 62
5.2.4.1 User privacy and security concerns 62
5.3 DIGITAL MAP MARKET: COVID-19 IMPACT 62
5.4 DIGITAL MAP: EVOLUTION 63
FIGURE 21 EVOLUTION OF DIGITAL MAP 64
5.5 CASE STUDY ANALYSIS 64
5.5.1 ENERGY AND UTILITIES 64
5.5.1.1 Case study: Environmental preservation with crystal clear imagery 64
5.5.2 TRANSPORTATION AND LOGISTICS 65
5.5.2.1 Case study: Stantec leads in digital transformation 65
5.5.3 OIL & GAS 65
5.5.3.1 Case study: Supporting the entire process with GIS 65
5.5.4 MANUFACTURING AND MINING 66
5.5.4.1 Case study: Siemens reaches business goals of automation and digitalization with ServiceNow 66
5.5.5 TELECOM 67
5.5.5.1 Case study: Using GIS and geospatial data for mapping and customer service in telecommunications 67
5.5.6 HEALTHCARE 68
5.5.6.1 Case study: VITAS uses ServiceNow to improve patient and
employee experiences 68
5.5.7 BFSI 68
5.5.7.1 Case study: Providing a better customer experience
using digital solutions 68
5.5.8 TRANSPORTATION AND LOGISTICS 69
5.5.8.1 Case study: Fast-tracking rail incident response 69
5.6 SUPPLY/VALUE CHAIN ANALYSIS 70
FIGURE 22 SUPPLY/VALUE CHAIN ANALYSIS 70
TABLE 4 DIGITAL MAP MARKET: VALUE/SUPPLY CHAIN 71
5.7 PRICING MODEL ANALYSIS 71
5.7.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY APPLICATION 72
TABLE 5 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP
THREE APPLICATIONS (USD) 72
5.8 PORTER’S FIVE FORCES ANALYSIS 73
FIGURE 23 DIGITAL MAP MARKET: PORTER’S FIVE FORCES ANALYSIS 73
TABLE 6 DIGITAL MAP MARKET: PORTER’S FIVE FORCES ANALYSIS 74
5.8.1 THREAT OF NEW ENTRANTS 74
5.8.2 THREAT OF SUBSTITUTES 74
5.8.3 BARGAINING POWER OF SUPPLIERS 74
5.8.4 BARGAINING POWER OF BUYERS 74
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 75
 
5.9 TECHNOLOGY ANALYSIS 75
5.9.1 AI AND DIGITAL MAP 75
5.9.2 ML AND DIGITAL MAP 75
5.9.3 IOT AND DIGITAL MAP 76
5.9.4 CLOUD COMPUTING AND DIGITAL MAP 76
5.9.5 BLOCKCHAIN AND DIGITAL MAP 76
5.10 REGULATORY IMPLICATIONS 76
5.10.1 INTRODUCTION 76
5.10.2 SARBANES-OXLEY ACT OF 2002 77
5.10.3 GENERAL DATA PROTECTION REGULATION 77
5.10.4 CALIFORNIA CONSUMER PRIVACY ACT 78
5.10.5 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001 78
5.10.6 PERSONAL DATA PROTECTION ACT 78
5.10.7 OPEN GEOSPATIAL CONSORTIUM 79
5.10.8 WORLD WIDE WEB CONSORTIUM 79
5.11 KEY CONFERENCES & EVENTS IN 2022-2023 80
TABLE 7 DIGITAL MAP MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 80
5.12 KEY STAKEHOLDERS & BUYING CRITERIA 80
5.12.1 KEY STAKEHOLDERS IN THE BUYING PROCESS 80
FIGURE 24 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP
THREE APPLICATIONS 80
TABLE 8 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS FOR TOP
THREE APPLICATIONS (%) 81
5.12.2 BUYING CRITERIA 81
TABLE 9 KEY BUYING CRITERIA FOR THE TOP THREE APPLICATIONS 81
6 DIGITAL MAP MARKET, BY COMPONENT 82
6.1 INTRODUCTION 83
6.1.1 COMPONENTS: COVID-19 IMPACT 83
6.1.2 COMPONENTS: OPERATIONAL DRIVERS 83
FIGURE 25 SERVICES SEGMENT EXPECTED TO REMAIN DOMINANT DURING
THE FORECAST PERIOD 84
TABLE 10 DIGITAL MAP MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 84
TABLE 11 DIGITAL MAP MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 84
6.2 SOLUTIONS 85
FIGURE 26 GPS-ENABLED SERVICES SEGMENT EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 85
TABLE 12 DIGITAL MAP MARKET, BY SOLUTIONS, 2015–2020 (USD MILLION) 85
TABLE 13 DIGITAL MAP MARKET, BY SOLUTIONS, 2021–2026 (USD MILLION) 85
TABLE 14 DIGITAL MAP SOLUTIONS MARKET, BY REGION, 2015–2020 (USD MILLION) 86
TABLE 15 DIGITAL MAP SOLUTIONS MARKET, BY REGION, 2021–2026 (USD MILLION) 86
6.2.1 MAPPING DATA 86
TABLE 16 MAPPING DATA SOLUTIONS: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 87
TABLE 17 MAPPING DATA SOLUTIONS: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 87
6.2.2 WEB MAPPING 87
TABLE 18 WEB MAPPING SOLUTIONS: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 87
TABLE 19 WEB MAPPING SOLUTIONS: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 88
6.2.3 GPS-ENABLED SERVICES 88
TABLE 20 GPS-ENABLED SERVICES: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 88
TABLE 21 GPS-ENABLED SERVICES: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 88
6.3 SERVICES 89
FIGURE 27 CROSS-PLATFORM SUPPORT SEGMENT EXPECTED TO ACCOUNT FOR
THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 89
TABLE 22 DIGITAL MAP MARKET, BY SERVICES, 2015–2020 (USD MILLION) 89
TABLE 23 DIGITAL MAP MARKET, BY SERVICES, 2021–2026 (USD MILLION) 89
TABLE 24 DIGITAL MAP SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION) 90
TABLE 25 DIGITAL MAP SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 90
6.3.1 CONSULTING 90
TABLE 26 CONSULTING SERVICES: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 90
TABLE 27 CONSULTING SERVICES: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 91
6.3.2 CROSS-PLATFORM SUPPORT 91
TABLE 28 CROSS-PLATFORM SUPPORT SERVICES: DIGITAL MAP MARKET, BY REGION, 2015–2020 (USD MILLION) 91
TABLE 29 CROSS-PLATFORM SUPPORT SERVICES: DIGITAL MAP MARKET, BY REGION, 2021–2026 (USD MILLION) 92
6.3.3 DEPLOYMENT AND INTEGRATION 92
TABLE 30 DEPLOYMENT AND INTEGRATION SERVICES: DIGITAL MAP MARKET,
BY REGION, 2015–2020 (USD MILLION) 92
TABLE 31 DEPLOYMENT AND INTEGRATION SERVICES: DIGITAL MAP MARKET,
BY REGION, 2021–2026 (USD MILLION) 93
7 DIGITAL MAP MARKET, BY MAPPING TYPE 94
7.1 INTRODUCTION 95
7.1.1 MAPPING TYPE: COVID-19 IMPACT 95
7.1.2 MAPPING TYPE: OPERATIONAL DRIVERS 95
FIGURE 28 INDOOR MAPPING SEGMENT EXPECTED TO RECORD A HIGHER GROWTH RATE DURING THE FORECAST PERIOD 96
TABLE 32 DIGITAL MAP MARKET, BY MAPPING TYPE, 2015–2020 (USD MILLION) 96
TABLE 33 DIGITAL MAP MARKET, BY MAPPING TYPE, 2021–2026 (USD MILLION) 96
7.2 OUTDOOR MAPPING 97
TABLE 34 OUTDOOR MAPPING: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 97
TABLE 35 OUTDOOR MAPPING: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 97
7.3 INDOOR MAPPING 98
TABLE 36 INDOOR MAPPING: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 98
TABLE 37 INDOOR MAPPING: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 98
8 DIGITAL MAP MARKET, BY APPLICATION 99
8.1 INTRODUCTION 100
8.1.1 APPLICATIONS: COVID-19 IMPACT 100
8.1.2 APPLICATIONS: OPERATIONAL DRIVERS 100
FIGURE 29 ROUTING AND NAVIGATION SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 101
TABLE 38 DIGITAL MAP MARKET, BY APPLICATION, 2015–2020 (USD MILLION) 101
TABLE 39 DIGITAL MAP MARKET, BY APPLICATION, 2021–2026 (USD MILLION) 101
8.2 REAL-TIME LOCATION DATA MANAGEMENT 102
TABLE 40 REAL-TIME LOCATION DATA MANAGEMENT: DIGITAL MAP MARKET,
BY REGION, 2015–2020 (USD MILLION) 102
TABLE 41 REAL-TIME LOCATION DATA MANAGEMENT: DIGITAL MAP MARKET,
BY REGION, 2021–2026 (USD MILLION) 102
8.3 GEOCODING AND GEOPOSITIONING 103
TABLE 42 GEOCODING AND GEOPOSITIONING: DIGITAL MAP MARKET, BY REGION, 2015–2020 (USD MILLION) 103
TABLE 43 GEOCODING AND GEOPOSITIONING: DIGITAL MAP MARKET, BY REGION, 2021–2026 (USD MILLION) 103
8.4 ROUTING AND NAVIGATION 104
TABLE 44 ROUTING AND NAVIGATION: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 104
TABLE 45 ROUTING AND NAVIGATION: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 104
8.5 ASSET TRACKING 105
TABLE 46 ASSET TRACKING: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 105
TABLE 47 ASSET TRACKING: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 105
8.6 OTHER APPLICATIONS 106
TABLE 48 OTHER APPLICATIONS: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 106
TABLE 49 OTHER APPLICATIONS: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 106
 
9 DIGITAL MAP MARKET, BY VERTICAL 107
9.1 INTRODUCTION 108
9.1.1 VERTICALS: COVID-19 IMPACT 108
9.1.2 VERTICALS: OPERATIONAL DRIVERS 108
FIGURE 30 GOVERNMENT AND HOMELAND SECURITY VERTICAL EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 109
TABLE 50 DIGITAL MAP MARKET, BY VERTICAL, 2015–2020 (USD MILLION) 109
TABLE 51 DIGITAL MAP MARKET, BY VERTICAL, 2021–2026 (USD MILLION) 109
9.2 AGRICULTURE, OIL & GAS, AND OTHER NATURAL RESOURCES 110
TABLE 52 AGRICULTURE, OIL & GAS, AND OTHER NATURAL RESOURCES: DIGITAL MAP MARKET, BY REGION, 2015–2020 (USD MILLION) 110
TABLE 53 AGRICULTURE, OIL & GAS, AND OTHER NATURAL RESOURCES: DIGITAL MAP MARKET, BY REGION, 2021–2026 (USD MILLION) 110
9.3 INFRASTRUCTURE DEVELOPMENT AND CONSTRUCTION 111
TABLE 54 INFRASTRUCTURE DEVELOPMENT AND CONSTRUCTION: DIGITAL MAP MARKET, BY REGION, 2015–2020 (USD MILLION) 111
TABLE 55 INFRASTRUCTURE DEVELOPMENT AND CONSTRUCTION: DIGITAL MAP MARKET, BY REGION, 2021–2026 (USD MILLION) 111
9.4 GOVERNMENT AND HOMELAND SECURITY 112
TABLE 56 GOVERNMENT AND HOMELAND SECURITY: DIGITAL MAP MARKET,
BY REGION, 2015–2020 (USD MILLION) 112
TABLE 57 GOVERNMENT AND HOMELAND SECURITY: DIGITAL MAP MARKET,
BY REGION, 2021–2026 (USD MILLION) 112
9.5 LOGISTICS, TRAVEL, AND TRANSPORTATION 113
TABLE 58 LOGISTICS, TRAVEL, AND TRANSPORTATION: DIGITAL MAP MARKET,
BY REGION, 2015–2020 (USD MILLION) 113
TABLE 59 LOGISTICS, TRAVEL, AND TRANSPORTATION: DIGITAL MAP MARKET,
BY REGION, 2021–2026 (USD MILLION) 113
9.6 OTHER VERTICALS 114
TABLE 60 OTHER VERTICALS: DIGITAL MAP MARKET, BY REGION,
2015–2020 (USD MILLION) 114
TABLE 61 OTHER VERTICALS: DIGITAL MAP MARKET, BY REGION,
2021–2026 (USD MILLION) 114
10 DIGITAL MAP MARKET, BY REGION 115
10.1 INTRODUCTION 116
FIGURE 31 INDIA EXPECTED TO ACHIEVE THE HIGHEST CAGR DURING
THE FORECAST PERIOD 116
FIGURE 32 ASIA PACIFIC EXPECTED TO ATTAIN THE HIGHEST CAGR THE
DURING FORECAST PERIOD 116
TABLE 62 DIGITAL MAP MARKET, BY REGION, 2015–2020 (USD MILLION) 117
TABLE 63 DIGITAL MAP MARKET, BY REGION, 2021–2026 (USD MILLION) 117
10.2 NORTH AMERICA 117
10.2.1 NORTH AMERICA: DIGITAL MAP MARKET DRIVERS 118
10.2.2 NORTH AMERICA: COVID-19 IMPACT 118
TABLE 64 NORTH AMERICA: PROMINENT PLAYERS 118
FIGURE 33 NORTH AMERICA: MARKET SNAPSHOT 119
TABLE 65 NORTH AMERICA: DIGITAL MAP MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 119
TABLE 66 NORTH AMERICA: DIGITAL MAP MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 120
TABLE 67 NORTH AMERICA: DIGITAL MAP MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 120
TABLE 68 NORTH AMERICA: DIGITAL MAP MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 120
TABLE 69 NORTH AMERICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 120
TABLE 70 NORTH AMERICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 121
TABLE 71 NORTH AMERICA: DIGITAL MAP MARKET, BY SERVICES,
2015–2020 (USD MILLION) 121
TABLE 72 NORTH AMERICA: DIGITAL MAP MARKET, BY SERVICES,
2021–2026 (USD MILLION) 121
TABLE 73 NORTH AMERICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2015–2020 (USD MILLION) 121
TABLE 74 NORTH AMERICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2021–2026 (USD MILLION) 122
TABLE 75 NORTH AMERICA: DIGITAL MAP MARKET, BY APPLICATION,
2015–2020 (USD MILLION) 122
TABLE 76 NORTH AMERICA: DIGITAL MAP MARKET, BY APPLICATION,
2021–2026 (USD MILLION) 122
TABLE 77 NORTH AMERICA: DIGITAL MAP MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 123
TABLE 78 NORTH AMERICA: DIGITAL MAP MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 123
10.2.3 UNITED STATES 123
10.2.3.1 Growing demand for digital maps in municipalities 123
10.2.4 CANADA 124
10.2.4.1 Increasing number of government efforts for the application of
digital map solutions in various projects 124
10.3 EUROPE 124
10.3.1 EUROPE: DIGITAL MAP MARKET DRIVERS 125
10.3.2 EUROPE: COVID-19 IMPACT 125
TABLE 79 EUROPE: PROMINENT PLAYERS 125
TABLE 80 EUROPE: DIGITAL MAP MARKET, BY COUNTRY, 2015–2020 (USD MILLION) 125
TABLE 81 EUROPE: DIGITAL MAP MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 126
TABLE 82 EUROPE: DIGITAL MAP MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 126
TABLE 83 EUROPE: DIGITAL MAP MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 126
TABLE 84 EUROPE: DIGITAL MAP MARKET, BY SOLUTIONS, 2015–2020 (USD MILLION) 126
TABLE 85 EUROPE: DIGITAL MAP MARKET, BY SOLUTIONS, 2021–2026 (USD MILLION) 127
TABLE 86 EUROPE: DIGITAL MAP MARKET, BY SERVICES, 2015–2020 (USD MILLION) 127
TABLE 87 EUROPE: DIGITAL MAP MARKET, BY SERVICES, 2021–2026 (USD MILLION) 127
TABLE 88 EUROPE: DIGITAL MAP MARKET, BY MAPPING TYPE,
2015–2020 (USD MILLION) 127
TABLE 89 EUROPE: DIGITAL MAP MARKET, BY MAPPING TYPE,
2021–2026 (USD MILLION) 128
TABLE 90 EUROPE: DIGITAL MAP MARKET, BY APPLICATION,
2015–2020 (USD MILLION) 128
TABLE 91 EUROPE: DIGITAL MAP MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 128
TABLE 92 EUROPE: DIGITAL MAP MARKET, BY VERTICAL, 2015–2020 (USD MILLION) 129
TABLE 93 EUROPE: DIGITAL MAP MARKET, BY VERTICAL, 2021–2026 (USD MILLION) 129
10.3.3 UNITED KINGDOM 129
10.3.3.1 Rapid adoption of digital map solutions to boost the economy 129
10.3.4 GERMANY 130
10.3.4.1 Growing demand for digital maps for self-driving cars in the automobile industry 130
10.3.5 FRANCE 130
10.3.5.1 Continuous efforts of the government to enhance the use
of digital maps 130
10.3.6 REST OF EUROPE 130
10.3.6.1 Businesses to adopt newer technology with the support of government fueling the growth of the market 130
10.4 ASIA PACIFIC 131
10.4.1 ASIA PACIFIC: DIGITAL MAP MARKET DRIVERS 131
10.4.2 ASIA PACIFIC: COVID-19 IMPACT 131
TABLE 94 ASIA PACIFIC: PROMINENT PLAYERS 132
FIGURE 34 ASIA PACIFIC: MARKET SNAPSHOT 132
TABLE 95 ASIA PACIFIC: DIGITAL MAP MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 133
TABLE 96 ASIA PACIFIC: DIGITAL MAP MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 133
TABLE 97 ASIA PACIFIC: DIGITAL MAP MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 133
TABLE 98 ASIA PACIFIC: DIGITAL MAP MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 133
TABLE 99 ASIA PACIFIC: DIGITAL MAP MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 134
TABLE 100 ASIA PACIFIC: DIGITAL MAP MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 134
TABLE 101 ASIA PACIFIC: DIGITAL MAP MARKET, BY SERVICES,
2015–2020 (USD MILLION) 134
TABLE 102 ASIA PACIFIC: DIGITAL MAP MARKET, BY SERVICES,
2021–2026 (USD MILLION) 134
TABLE 103 ASIA PACIFIC: DIGITAL MAP MARKET, BY MAPPING TYPE,
2015–2020 (USD MILLION) 135
TABLE 104 ASIA PACIFIC: DIGITAL MAP MARKET, BY MAPPING TYPE,
2021–2026 (USD MILLION) 135
TABLE 105 ASIA PACIFIC: DIGITAL MAP MARKET, BY APPLICATION,
2015–2020 (USD MILLION) 135
TABLE 106 ASIA PACIFIC: DIGITAL MAP MARKET, BY APPLICATION,
2021–2026 (USD MILLION) 135
TABLE 107 ASIA PACIFIC: DIGITAL MAP MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 136
TABLE 108 ASIA PACIFIC: DIGITAL MAP MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 136
10.4.3 AUSTRALIA & NEW ZEALAND 136
10.4.3.1 Adoption of all new technologies of digital map solutions to maintain a competitive edge 136
10.4.4 CHINA 137
10.4.4.1 Usage of new mapping solutions by businesses and
governments to effectively share information, manage resources, and optimize services 137
10.4.5 JAPAN 137
10.4.5.1 Growing demand for digital maps to enhance the effectiveness of administrative work 137
10.4.6 INDIA 137
10.4.6.1 Digital mapping technology plays a critical role in ensuring the long-term viability of regional and urban development 137
10.4.7 REST OF ASIA PACIFIC 138
10.4.7.1 Development of digital maps driven by an increase in the use of digital-based solutions 138
10.5 MIDDLE EAST & AFRICA 138
10.5.1 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET DRIVERS 138
10.5.2 MIDDLE EAST & AFRICA: COVID-19 IMPACT 139
TABLE 109 MIDDLE EAST & AFRICA: PROMINENT PLAYERS 139
TABLE 110 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 139
TABLE 111 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 139
TABLE 112 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 140
TABLE 113 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 140
TABLE 114 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 140
TABLE 115 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 140
TABLE 116 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY SERVICES,
2015–2020 (USD MILLION) 141
TABLE 117 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY SERVICES,
2021–2026 (USD MILLION) 141
TABLE 118 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2015–2020 (USD MILLION) 141
TABLE 119 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2021–2026 (USD MILLION) 141
TABLE 120 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY APPLICATION,
2015–2020 (USD MILLION) 142
TABLE 121 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY APPLICATION,
2021–2026 (USD MILLION) 142
TABLE 122 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 142
TABLE 123 MIDDLE EAST & AFRICA: DIGITAL MAP MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 143
10.5.3 UNITED ARAB EMIRATES 143
10.5.3.1 Attempt by the government to use digital maps 143
10.5.4 SOUTH AFRICA 143
10.5.4.1 Changing technologies and related expertise offering potential for adoption of digital map solutions 143
10.5.5 KINGDOM OF SAUDI ARABIA 144
10.5.5.1 Oil & gas industry employing digital map solutions 144
10.5.6 REST OF MIDDLE EAST & AFRICA 144
10.5.6.1 Increased usage of sophisticated technology-based solutions providing possibilities to deliver digital map solutions 144
10.6 LATIN AMERICA 144
10.6.1 LATIN AMERICA: DIGITAL MAP MARKET DRIVERS 145
10.6.2 LATIN AMERICA: COVID-19 IMPACT 145
TABLE 124 LATIN AMERICA: PROMINENT PLAYERS 145
TABLE 125 LATIN AMERICA: DIGITAL MAP MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 145
TABLE 126 LATIN AMERICA: DIGITAL MAP MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 146
TABLE 127 LATIN AMERICA: DIGITAL MAP MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 146
TABLE 128 LATIN AMERICA: DIGITAL MAP MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 146
TABLE 129 LATIN AMERICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 146
TABLE 130 LATIN AMERICA: DIGITAL MAP MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 147
TABLE 131 LATIN AMERICA: DIGITAL MAP MARKET, BY SERVICES,
2015–2020 (USD MILLION) 147
TABLE 132 LATIN AMERICA: DIGITAL MAP MARKET, BY SERVICES,
2021–2026 (USD MILLION) 147
TABLE 133 LATIN AMERICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2015–2020 (USD MILLION) 147
TABLE 134 LATIN AMERICA: DIGITAL MAP MARKET, BY MAPPING TYPE,
2021–2026 (USD MILLION) 148
TABLE 135 LATIN AMERICA: DIGITAL MAP MARKET, BY APPLICATION,
2015–2020 (USD MILLION) 148
TABLE 136 LATIN AMERICA: DIGITAL MAP MARKET, BY APPLICATION,
2021–2026 (USD MILLION) 148
TABLE 137 LATIN AMERICA: DIGITAL MAP MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 149
TABLE 138 LATIN AMERICA: DIGITAL MAP MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 149
10.6.3 BRAZIL 149
10.6.3.1 Various digital map firms increasing their investments in the country 149
10.6.4 MEXICO 150
10.6.4.1 Mexico's expanding connectivity strengthening the
digital map market 150
10.6.5 REST OF LATIN AMERICA 150
11 COMPETITIVE LANDSCAPE 151
11.1 OVERVIEW 151
11.2 KEY PLAYER STRATEGIES 151
TABLE 139 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN
THE DIGITAL MAP MARKET 151
11.3 REVENUE ANALYSIS 152
FIGURE 35 REVENUE ANALYSIS OF KEY COMPANIES IN THE PAST FOUR YEARS 152
11.4 MARKET SHARE ANALYSIS 153
FIGURE 36 DIGITAL MAP MARKET: MARKET SHARE ANALYSIS 153
11.5 COMPANY EVALUATION QUADRANT 153
11.5.1 STARS 153
11.5.2 EMERGING LEADERS 153
11.5.3 PERVASIVE PLAYERS 154
11.5.4 PARTICIPANTS 154
FIGURE 37 KEY DIGITAL MAP MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021 154
TABLE 140 DIGITAL MAP MARKET: DEGREE OF COMPETITION 155
11.6 COMPETITIVE BENCHMARKING 155
TABLE 141 COMPANY TOP THREE APPLICATIONS FOOTPRINT 155
TABLE 142 COMPANY REGION FOOTPRINT 156
TABLE 143 DIGITAL MAP MARKET: COMPETITIVE BENCHMARKING OF
MAJOR PLAYERS (PLATFORM/SOLUTIONS AND APPLICATION) 156
TABLE 144 DIGITAL MAP MARKET: COMPETITIVE BENCHMARKING OF
MAJOR PLAYERS (REGION) 157
11.7 STARTUP/SME EVALUATION QUADRANT 158
11.7.1 PROGRESSIVE COMPANIES 158
11.7.2 RESPONSIVE COMPANIES 158
11.7.3 DYNAMIC COMPANIES 159
11.7.4 STARTING BLOCKS 159
FIGURE 38 STARTUP/SME DIGITAL MAP MARKET EVALUATION MATRIX, 2021 159
11.8 COMPETITIVE SCENARIO 160
11.8.1 PRODUCT LAUNCHES 160
TABLE 145 PRODUCT LAUNCHES, 2021-2022 160
 
11.8.2 DEALS 161
TABLE 146 DEALS, 2021-2022 161
12 COMPANY PROFILES 162
12.1 INTRODUCTION 162
12.2 KEY PLAYERS 162
(Business and Financial Overview, Solutions Offered, Recent Developments, and MnM View)*
12.2.1 GOOGLE 162
TABLE 147 GOOGLE: BUSINESS OVERVIEW 162
FIGURE 39 GOOGLE: COMPANY SNAPSHOT 163
TABLE 148 GOOGLE: SOLUTIONS OFFERED 163
TABLE 149 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 164
TABLE 150 GOOGLE: DEALS 164
12.2.2 APPLE 166
TABLE 151 APPLE: BUSINESS OVERVIEW 166
FIGURE 40 APPLE: COMPANY SNAPSHOT 167
TABLE 152 APPLE: SOLUTIONS OFFERED 167
TABLE 153 APPLE: PRODUCT LAUNCHES AND ENHANCEMENTS 168
TABLE 154 APPLE: DEALS 168
12.2.3 TOMTOM 170
TABLE 155 TOMTOM: BUSINESS OVERVIEW 170
FIGURE 41 TOMTOM: COMPANY SNAPSHOT 171
TABLE 156 TOMTOM: SOLUTIONS OFFERED 171
TABLE 157 TOMTOM: PRODUCT LAUNCHES AND ENHANCEMENTS 172
TABLE 158 TOMTOM: DEALS 172
12.2.4 NEARMAP 174
TABLE 159 NEARMAP: BUSINESS OVERVIEW 174
FIGURE 42 NEARMAP: COMPANY SNAPSHOT 175
TABLE 160 NEARMAP: SOLUTIONS OFFERED 175
TABLE 161 NEARMAP: PRODUCT LAUNCHES AND ENHANCEMENTS 176
TABLE 162 NEARMAP: DEALS 176
12.2.5 ESRI 177
TABLE 163 ESRI: BUSINESS OVERVIEW 177
TABLE 164 ESRI: SOLUTIONS OFFERED 177
TABLE 165 ESRI: PRODUCT LAUNCHES AND ENHANCEMENTS 178
TABLE 166 ESRI: DEALS 178
12.2.6 INRIX 179
TABLE 167 INRIX: BUSINESS OVERVIEW 179
TABLE 168 INRIX: SOLUTIONS OFFERED 179
TABLE 169 INRIX: PRODUCT LAUNCHES AND ENHANCEMENTS 180
TABLE 170 INRIX: DEALS 181
 
12.2.7 HERE TECHNOLOGIES 182
TABLE 171 HERE TECHNOLOGIES: BUSINESS OVERVIEW 182
TABLE 172 HERE TECHNOLOGIES: SOLUTIONS OFFERED 182
TABLE 173 HERE TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS 183
TABLE 174 HERE TECHNOLOGIES: DEALS 183
12.2.8 MAPQUEST 185
TABLE 175 MAPQUEST: BUSINESS OVERVIEW 185
TABLE 176 MAPQUEST: SOLUTIONS OFFERED 185
TABLE 177 MAPQUEST: DEALS 186
12.2.9 LIGHTBOX 187
TABLE 178 LIGHTBOX: BUSINESS OVERVIEW 187
TABLE 179 LIGHTBOX: SOLUTIONS OFFERED 187
TABLE 180 LIGHTBOX: PRODUCT LAUNCHES AND ENHANCEMENTS 188
TABLE 181 LIGHTBOX: DEALS 188
12.2.10 SERVICENOW 189
TABLE 182 SERVICENOW: BUSINESS OVERVIEW 189
FIGURE 43 SERVICENOW: COMPANY SNAPSHOT 190
TABLE 183 SERVICENOW: SOLUTIONS OFFERED 190
TABLE 184 SERVICENOW: PRODUCT LAUNCHES AND ENHANCEMENTS 191
TABLE 185 SERVICENOW: DEALS 191
12.2.11 ALIBABA GROUP 193
TABLE 186 ALIBABA GROUP: BUSINESS OVERVIEW 193
FIGURE 44 ALIBABA GROUP: COMPANY SNAPSHOT 193
TABLE 187 ALIBABA GROUP: SOLUTIONS OFFERED 194
TABLE 188 ALIBABA GROUP: PRODUCT LAUNCHES AND ENHANCEMENTS 194
TABLE 189 ALIBABA GROUP: DEALS 194
12.2.12 INPIXON 196
TABLE 190 INPIXON: BUSINESS OVERVIEW 196
FIGURE 45 INPIXON: COMPANY SNAPSHOT 197
TABLE 191 INPIXON: SOLUTIONS OFFERED 197
TABLE 192 INPIXON: PRODUCT LAUNCHES AND ENHANCEMENTS 198
TABLE 193 INPIXON: DEALS 199
12.2.13 META 201
TABLE 194 META: BUSINESS OVERVIEW 201
FIGURE 46 META: COMPANY SNAPSHOT 202
TABLE 195 META: SOLUTIONS OFFERED 202
TABLE 196 META: PRODUCT LAUNCHES AND ENHANCEMENTS 203
TABLE 197 META: DEALS 203
12.2.14 INDOORATLAS 204
TABLE 198 INDOORATLAS: BUSINESS OVERVIEW 204
TABLE 199 INDOORATLAS: SOLUTIONS OFFERED 204
TABLE 200 INDOORATLAS: DEALS 205
TABLE 201 INDOORATLAS: OTHERS 205
12.2.15 MAPSTED 206
TABLE 202 MAPSTED: BUSINESS OVERVIEW 206
TABLE 203 MAPSTED: SOLUTIONS OFFERED 206
TABLE 204 MAPSTED: PRODUCT LAUNCHES AND ENHANCEMENTS 207
TABLE 205 MAPSTED: DEALS 207
12.2.16 EMAPA 208
12.2.17 CALIPER CORPORATION 209
12.2.18 MAPMYINDIA 210
12.2.19 MAPIDEA 211
12.2.20 ONEVIEW 211
12.2.21 GEOVERRA 212
12.2.22 ORBITAL INSIGHT 212
12.2.23 URTHECAST 213
12.2.24 GEOCENTO 213
12.2.25 GEOSPIN 214
* Business and Financial Overview, Solutions Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies.
13 APPENDIX 215
13.1 ADJACENT AND RELATED MARKETS 215
13.1.1 GEOGRAPHIC INFORMATION SYSTEM MARKET 215
13.1.1.1 Market definition 215
13.1.1.2 Market overview 215
13.1.1.3 Geographic information system market, by offering 215
TABLE 206 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY OFFERING,
2018–2025 (USD BILLION) 216
13.1.1.4 Geographic information system market, by industry 216
TABLE 207 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY INDUSTRY,
2018–2025 (USD MILLION) 216
13.1.1.5 Geographic information system market, by region 217
TABLE 208 GEOGRAPHIC INFORMATION SYSTEM MARKET, BY REGION,
2018–2025 (USD MILLION) 217
13.1.2 GEOSPATIAL ANALYTICS MARKET 217
13.1.2.1 Market definition 217
13.1.2.2 Market overview 217
13.1.2.3 Geospatial analytics market, by component 218
TABLE 209 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,
2016–2020 (USD MILLION) 218
TABLE 210 GEOSPATIAL ANALYTICS MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 218
13.1.2.4 Geospatial analytics market, by type 218
TABLE 211 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION) 219
TABLE 212 GEOSPATIAL ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION) 219
13.1.2.5 Geospatial analytics market, by deployment mode 219
TABLE 213 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION) 219
TABLE 214 GEOSPATIAL ANALYTICS MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 220
13.1.2.6 Geospatial analytics market, by organization size 220
TABLE 215 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE,
2016–2020 (USD MILLION) 220
TABLE 216 GEOSPATIAL ANALYTICS MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 220
13.1.2.7 Geospatial analytics market, by application 221
TABLE 217 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION,
2016–2020 (USD MILLION) 221
TABLE 218 GEOSPATIAL ANALYTICS MARKET, BY APPLICATION,
2021–2026 (USD MILLION) 221
13.1.2.8 Geospatial analytics market, by vertical 221
TABLE 219 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 222
TABLE 220 GEOSPATIAL ANALYTICS MARKET, BY VERTICAL, 2021–2026 (USD MILLION) 222
13.1.2.9 Geospatial analytics market, by region 223
TABLE 221 GEOSPATIAL ANALYTICS MARKET BY REGION, 2016–2020 (USD MILLION) 223
TABLE 222 GEOSPATIAL ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 223
13.2 DISCUSSION GUIDE 224
13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 227
13.4 AVAILABLE CUSTOMIZATIONS 229
13.5 RELATED REPORTS 229
13.6 AUTHOR DETAILS 230