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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.
			       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.
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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
			       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
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