Global Computer Security Market Size, Status And Forecast 2021-2027

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Computer Security Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
1.2.2 Network Security
1.2.3 Identity Theft
1.2.4 Endpoint Security
1.2.5 Antivirus Software
1.2.6 Others
1.3 Market by Application
1.3.1 Global Computer Security Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 Consumer
1.3.3 Business
1.4 Study Objectives
1.5 Years Considered

2 Global Growth Trends
2.1 Global Computer Security Market Perspective (2016-2027)
2.2 Computer Security Growth Trends by Regions
2.2.1 Computer Security Market Size by Regions: 2016 VS 2021 VS 2027
2.2.2 Computer Security Historic Market Share by Regions (2016-2021)
2.2.3 Computer Security Forecasted Market Size by Regions (2022-2027)
2.3 Computer Security Industry Dynamic
2.3.1 Computer Security Market Trends
2.3.2 Computer Security Market Drivers
2.3.3 Computer Security Market Challenges
2.3.4 Computer Security Market Restraints

3 Competition Landscape by Key Players
3.1 Global Top Computer Security Players by Revenue
3.1.1 Global Top Computer Security Players by Revenue (2016-2021)
3.1.2 Global Computer Security Revenue Market Share by Players (2016-2021)
3.2 Global Computer Security Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by Computer Security Revenue
3.4 Global Computer Security Market Concentration Ratio
3.4.1 Global Computer Security Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Computer Security Revenue in 2020
3.5 Computer Security Key Players Head office and Area Served
3.6 Key Players Computer Security Product Solution and Service
3.7 Date of Enter into Computer Security Market
3.8 Mergers & Acquisitions, Expansion Plans

4 Computer Security Breakdown Data by Type
4.1 Global Computer Security Historic Market Size by Type (2016-2021)
4.2 Global Computer Security Forecasted Market Size by Type (2022-2027)

5 Computer Security Breakdown Data by Application
5.1 Global Computer Security Historic Market Size by Application (2016-2021)
5.2 Global Computer Security Forecasted Market Size by Application (2022-2027)

6 North America
6.1 North America Computer Security Market Size (2016-2027)
6.2 North America Computer Security Market Size by Type
6.2.1 North America Computer Security Market Size by Type (2016-2021)
6.2.2 North America Computer Security Market Size by Type (2022-2027)
6.2.3 North America Computer Security Market Size by Type (2016-2027)
6.3 North America Computer Security Market Size by Application
6.3.1 North America Computer Security Market Size by Application (2016-2021)
6.3.2 North America Computer Security Market Size by Application (2022-2027)
6.3.3 North America Computer Security Market Size by Application (2016-2027)
6.4 North America Computer Security Market Size by Country
6.4.1 North America Computer Security Market Size by Country (2016-2021)
6.4.2 North America Computer Security Market Size by Country (2022-2027)
6.4.3 United States
6.4.4 Canada

7 Europe
7.1 Europe Computer Security Market Size (2016-2027)
7.2 Europe Computer Security Market Size by Type
7.2.1 Europe Computer Security Market Size by Type (2016-2021)
7.2.2 Europe Computer Security Market Size by Type (2022-2027)
7.2.3 Europe Computer Security Market Size by Type (2016-2027)
7.3 Europe Computer Security Market Size by Application
7.3.1 Europe Computer Security Market Size by Application (2016-2021)
7.3.2 Europe Computer Security Market Size by Application (2022-2027)
7.3.3 Europe Computer Security Market Size by Application (2016-2027)
7.4 Europe Computer Security Market Size by Country
7.4.1 Europe Computer Security Market Size by Country (2016-2021)
7.4.2 Europe Computer Security Market Size by Country (2022-2027)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic

8 Asia-Pacific
8.1 Asia-Pacific Computer Security Market Size (2016-2027)
8.2 Asia-Pacific Computer Security Market Size by Type
8.2.1 Asia-Pacific Computer Security Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Computer Security Market Size by Type (2022-2027)
8.2.3 Asia-Pacific Computer Security Market Size by Type (2016-2027)
8.3 Asia-Pacific Computer Security Market Size by Application
8.3.1 Asia-Pacific Computer Security Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Computer Security Market Size by Application (2022-2027)
8.3.3 Asia-Pacific Computer Security Market Size by Application (2016-2027)
8.4 Asia-Pacific Computer Security Market Size by Region
8.4.1 Asia-Pacific Computer Security Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Computer Security Market Size by Region (2022-2027)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia

9 Latin America
9.1 Latin America Computer Security Market Size (2016-2027)
9.2 Latin America Computer Security Market Size by Type
9.2.1 Latin America Computer Security Market Size by Type (2016-2021)
9.2.2 Latin America Computer Security Market Size by Type (2022-2027)
9.2.3 Latin America Computer Security Market Size by Type (2016-2027)
9.3 Latin America Computer Security Market Size by Application
9.3.1 Latin America Computer Security Market Size by Application (2016-2021)
9.3.2 Latin America Computer Security Market Size by Application (2022-2027)
9.3.3 Latin America Computer Security Market Size by Application (2016-2027)
9.4 Latin America Computer Security Market Size by Country
9.4.1 Latin America Computer Security Market Size by Country (2016-2021)
9.4.2 Latin America Computer Security Market Size by Country (2022-2027)
9.4.3 Mexico
9.4.4 Brazil

10 Middle East & Africa
10.1 Middle East & Africa Computer Security Market Size (2016-2027)
10.2 Middle East & Africa Computer Security Market Size by Type
10.2.1 Middle East & Africa Computer Security Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Computer Security Market Size by Type (2022-2027)
10.2.3 Middle East & Africa Computer Security Market Size by Type (2016-2027)
10.3 Middle East & Africa Computer Security Market Size by Application
10.3.1 Middle East & Africa Computer Security Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Computer Security Market Size by Application (2022-2027)
10.3.3 Middle East & Africa Computer Security Market Size by Application (2016-2027)
10.4 Middle East & Africa Computer Security Market Size by Country
10.4.1 Middle East & Africa Computer Security Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Computer Security Market Size by Country (2022-2027)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE

11 Key Players Profiles
11.1 NortonLifeLock
11.1.1 NortonLifeLock Company Details
11.1.2 NortonLifeLock Business Overview
11.1.3 NortonLifeLock Computer Security Introduction
11.1.4 NortonLifeLock Revenue in Computer Security Business (2016-2021)
11.1.5 NortonLifeLock Recent Development
11.2 Fortinet
11.2.1 Fortinet Company Details
11.2.2 Fortinet Business Overview
11.2.3 Fortinet Computer Security Introduction
11.2.4 Fortinet Revenue in Computer Security Business (2016-2021)
11.2.5 Fortinet Recent Development
11.3 McAfee
11.3.1 McAfee Company Details
11.3.2 McAfee Business Overview
11.3.3 McAfee Computer Security Introduction
11.3.4 McAfee Revenue in Computer Security Business (2016-2021)
11.3.5 McAfee Recent Development
11.4 Avast
11.4.1 Avast Company Details
11.4.2 Avast Business Overview
11.4.3 Avast Computer Security Introduction
11.4.4 Avast Revenue in Computer Security Business (2016-2021)
11.4.5 Avast Recent Development
11.5 Trend Micro
11.5.1 Trend Micro Company Details
11.5.2 Trend Micro Business Overview
11.5.3 Trend Micro Computer Security Introduction
11.5.4 Trend Micro Revenue in Computer Security Business (2016-2021)
11.5.5 Trend Micro Recent Development
11.6 Bitdefender
11.6.1 Bitdefender Company Details
11.6.2 Bitdefender Business Overview
11.6.3 Bitdefender Computer Security Introduction
11.6.4 Bitdefender Revenue in Computer Security Business (2016-2021)
11.6.5 Bitdefender Recent Development
11.7 ESET
11.7.1 ESET Company Details
11.7.2 ESET Business Overview
11.7.3 ESET Computer Security Introduction
11.7.4 ESET Revenue in Computer Security Business (2016-2021)
11.7.5 ESET Recent Development
11.8 Kaspersky Lab
11.8.1 Kaspersky Lab Company Details
11.8.2 Kaspersky Lab Business Overview
11.8.3 Kaspersky Lab Computer Security Introduction
11.8.4 Kaspersky Lab Revenue in Computer Security Business (2016-2021)
11.8.5 Kaspersky Lab Recent Development
11.9 Comodo
11.9.1 Comodo Company Details
11.9.2 Comodo Business Overview
11.9.3 Comodo Computer Security Introduction
11.9.4 Comodo Revenue in Computer Security Business (2016-2021)
11.9.5 Comodo Recent Development
11.10 F-Secure
11.10.1 F-Secure Company Details
11.10.2 F-Secure Business Overview
11.10.3 F-Secure Computer Security Introduction
11.10.4 F-Secure Revenue in Computer Security Business (2016-2021)
11.10.5 F-Secure Recent Development
11.11 AHNLAB
11.11.1 AHNLAB Company Details
11.11.2 AHNLAB Business Overview
11.11.3 AHNLAB Computer Security Introduction
11.11.4 AHNLAB Revenue in Computer Security Business (2016-2021)
11.11.5 AHNLAB Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Computer Security Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Network Security
Table 3. Key Players of Identity Theft
Table 4. Key Players of Endpoint Security
Table 5. Key Players of Antivirus Software
Table 6. Key Players of Others
Table 7. Global Computer Security Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 8. Global Computer Security Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 9. Global Computer Security Market Size by Regions (2016-2021) & (US$ Million)
Table 10. Global Computer Security Market Share by Regions (2016-2021)
Table 11. Global Computer Security Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 12. Global Computer Security Market Share by Regions (2022-2027)
Table 13. Computer Security Market Trends
Table 14. Computer Security Market Drivers
Table 15. Computer Security Market Challenges
Table 16. Computer Security Market Restraints
Table 17. Global Computer Security Revenue by Players (2016-2021) & (US$ Million)
Table 18. Global Computer Security Market Share by Players (2016-2021)
Table 19. Global Top Computer Security Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Computer Security as of 2020)
Table 20. Ranking of Global Top Computer Security Companies by Revenue (US$ Million) in 2020
Table 21. Global 5 Largest Players Market Share by Computer Security Revenue (CR5 and HHI) & (2016-2021)
Table 22. Key Players Headquarters and Area Served
Table 23. Key Players Computer Security Product Solution and Service
Table 24. Date of Enter into Computer Security Market
Table 25. Mergers & Acquisitions, Expansion Plans
Table 26. Global Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 27. Global Computer Security Revenue Market Share by Type (2016-2021)
Table 28. Global Computer Security Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 29. Global Computer Security Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 30. Global Computer Security Market Size Share by Application (2016-2021) & (US$ Million)
Table 31. Global Computer Security Revenue Market Share by Application (2016-2021)
Table 32. Global Computer Security Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 33. Global Computer Security Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 34. North America Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 35. North America Computer Security Market Size by Type (2022-2027) & (US$ Million)
Table 36. North America Computer Security Market Size by Application (2016-2021) (US$ Million)
Table 37. North America Computer Security Market Size by Application (2022-2027) & (US$ Million)
Table 38. North America Computer Security Market Size by Country (2016-2021) & (US$ Million)
Table 39. North America Computer Security Market Size by Country (2022-2027) & (US$ Million)
Table 40. Europe Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 41. Europe Computer Security Market Size by Type (2022-2027) & (US$ Million)
Table 42. Europe Computer Security Market Size by Application (2016-2021) (US$ Million)
Table 43. Europe Computer Security Market Size by Application (2022-2027) & (US$ Million)
Table 44. Europe Computer Security Market Size by Country (2016-2021) & (US$ Million)
Table 45. Europe Computer Security Market Size by Country (2022-2027) & (US$ Million)
Table 46. Asia-Pacific Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 47. Asia-Pacific Computer Security Market Size by Type (2022-2027) & (US$ Million)
Table 48. Asia-Pacific Computer Security Market Size by Application (2016-2021) (US$ Million)
Table 49. Asia-Pacific Computer Security Market Size by Application (2022-2027) & (US$ Million)
Table 50. Asia-Pacific Computer Security Market Size by Region (2016-2021) & (US$ Million)
Table 51. Asia-Pacific Computer Security Market Size by Region (2022-2027) & (US$ Million)
Table 52. Latin America Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 53. Latin America Computer Security Market Size by Type (2022-2027) & (US$ Million)
Table 54. Latin America Computer Security Market Size by Application (2016-2021) (US$ Million)
Table 55. Latin America Computer Security Market Size by Application (2022-2027) & (US$ Million)
Table 56. Latin America Computer Security Market Size by Country (2016-2021) & (US$ Million)
Table 57. Latin America Computer Security Market Size by Country (2022-2027) & (US$ Million)
Table 58. Middle East & Africa Computer Security Market Size by Type (2016-2021) (US$ Million)
Table 59. Middle East & Africa Computer Security Market Size by Type (2022-2027) & (US$ Million)
Table 60. Middle East & Africa Computer Security Market Size by Application (2016-2021) (US$ Million)
Table 61. Middle East & Africa Computer Security Market Size by Application (2022-2027) & (US$ Million)
Table 62. Middle East & Africa Computer Security Market Size by Country (2016-2021) & (US$ Million)
Table 63. Middle East & Africa Computer Security Market Size by Country (2022-2027) & (US$ Million)
Table 64. NortonLifeLock Company Details
Table 65. NortonLifeLock Business Overview
Table 66. NortonLifeLock Computer Security Product
Table 67. NortonLifeLock Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 68. NortonLifeLock Recent Development
Table 69. Fortinet Company Details
Table 70. Fortinet Business Overview
Table 71. Fortinet Computer Security Product
Table 72. Fortinet Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 73. Fortinet Recent Development
Table 74. McAfee Company Details
Table 75. McAfee Business Overview
Table 76. McAfee Computer Security Product
Table 77. McAfee Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 78. McAfee Recent Development
Table 79. Avast Company Details
Table 80. Avast Business Overview
Table 81. Avast Computer Security Product
Table 82. Avast Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 83. Avast Recent Development
Table 84. Trend Micro Company Details
Table 85. Trend Micro Business Overview
Table 86. Trend Micro Computer Security Product
Table 87. Trend Micro Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 88. Trend Micro Recent Development
Table 89. Bitdefender Company Details
Table 90. Bitdefender Business Overview
Table 91. Bitdefender Computer Security Product
Table 92. Bitdefender Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 93. Bitdefender Recent Development
Table 94. ESET Company Details
Table 95. ESET Business Overview
Table 96. ESET Computer Security Product
Table 97. ESET Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 98. ESET Recent Development
Table 99. Kaspersky Lab Company Details
Table 100. Kaspersky Lab Business Overview
Table 101. Kaspersky Lab Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 102. Kaspersky Lab Recent Development
Table 103. Comodo Company Details
Table 104. Comodo Business Overview
Table 105. Comodo Computer Security Product
Table 106. Comodo Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 107. Comodo Recent Development
Table 108. F-Secure Company Details
Table 109. F-Secure Business Overview
Table 110. F-Secure Computer Security Product
Table 111. F-Secure Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 112. F-Secure Recent Development
Table 113. AHNLAB Company Details
Table 114. AHNLAB Business Overview
Table 115. AHNLAB Computer Security Product
Table 116. AHNLAB Revenue in Computer Security Business (2016-2021) & (US$ Million)
Table 117. AHNLAB Recent Development
Table 118. Research Programs/Design for This Report
Table 119. Key Data Information from Secondary Sources
Table 120. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Computer Security Market Share by Type: 2020 VS 2027
Figure 2. Network Security Features
Figure 3. Identity Theft Features
Figure 4. Endpoint Security Features
Figure 5. Antivirus Software Features
Figure 6. Others Features
Figure 7. Global Computer Security Market Share by Application: 2020 VS 2027
Figure 8. Consumer Case Studies
Figure 9. Business Case Studies
Figure 10. Computer Security Report Years Considered
Figure 11. Global Computer Security Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 12. Global Computer Security Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 13. Global Computer Security Market Share by Regions: 2020 VS 2027
Figure 14. Global Computer Security Market Share by Regions (2022-2027)
Figure 15. Global Computer Security Market Share by Players in 2020
Figure 16. Global Top Computer Security Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Computer Security as of 2020
Figure 17. The Top 10 and 5 Players Market Share by Computer Security Revenue in 2020
Figure 18. Global Computer Security Revenue Market Share by Type (2016-2021)
Figure 19. Global Computer Security Revenue Market Share by Type (2022-2027)
Figure 20. North America Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 21. North America Computer Security Market Share by Type (2016-2027)
Figure 22. North America Computer Security Market Share by Application (2016-2027)
Figure 23. North America Computer Security Market Share by Country (2016-2027)
Figure 24. United States Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 25. Canada Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 26. Europe Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 27. Europe Computer Security Market Share by Type (2016-2027)
Figure 28. Europe Computer Security Market Share by Application (2016-2027)
Figure 29. Europe Computer Security Market Share by Country (2016-2027)
Figure 30. Germany Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 31. France Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. U.K. Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. Italy Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Russia Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Nordic Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 36. Asia-Pacific Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 37. Asia-Pacific Computer Security Market Share by Type (2016-2027)
Figure 38. Asia-Pacific Computer Security Market Share by Application (2016-2027)
Figure 39. Asia-Pacific Computer Security Market Share by Region (2016-2027)
Figure 40. China Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 41. Japan Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. South Korea Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. Southeast Asia Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. India Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. Australia Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 46. Latin America Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 47. Latin America Computer Security Market Share by Type (2016-2027)
Figure 48. Latin America Computer Security Market Share by Application (2016-2027)
Figure 49. Latin America Computer Security Market Share by Country (2016-2027)
Figure 50. Mexico Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 51. Brazil Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 52. Middle East & Africa Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 53. Middle East & Africa Computer Security Market Share by Type (2016-2027)
Figure 54. Middle East & Africa Computer Security Market Share by Application (2016-2027)
Figure 55. Middle East & Africa Computer Security Market Share by Country (2016-2027)
Figure 56. Turkey Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 57. Saudi Arabia Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 58. UAE Computer Security Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 59. NortonLifeLock Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 60. Fortinet Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 61. McAfee Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 62. Avast Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 63. Trend Micro Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 64. Bitdefender Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 65. ESET Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 66. Kaspersky Lab Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 67. Comodo Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 68. F-Secure Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 69. AHNLAB Revenue Growth Rate in Computer Security Business (2016-2021)
Figure 70. Bottom-up and Top-down Approaches for This Report
Figure 71. Data Triangulation
Figure 72. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.