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Global Risk-based Authentication Market Report & Forecast 2022-2028

Published on: Jun 2022 | From USD $2900 | Published By: QY RESEARCH | Number Of Pages: 97

Risk-based Authentication market is segmented by region (country), players, by Type and by Application. Players, stakeholders, and other participants in the global Risk-based Authentication market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on revenue and forecast by region (country), by Type and by Application for the period 2017-2028.
For United States market, this report focuses on the Risk-based Authentication market size by players, by Type and by Application, for the period 2017-2028. The key players include the global and local players, which play important roles in United States.
Segment by Type
Cloud Authentication
On-premises Authentication
Segment by Application
Banking, Financial Services and Insurance(BFSI)
Government
Healthcare
Manufacturing
Retail
Telecommunication
Others
By Region
North America
U.S.
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Indonesia
Thailand
Malaysia
Philippines
Vietnam
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Turkey
Saudi Arabia
U.A.E
By Company
IBM
Broadcom
Micro Focus
Okta
Gemalto
Vasco Data Security
Secureauth
Rsa Security
Entrust Datacard
Lexisnexis
Gurucul
Equifax
Ping Identity
Forgerock

1 Study Coverage
1.1 Risk-based Authentication Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million) Introduction
1.2 Global Risk-based Authentication Outlook 2017 VS 2022 VS 2028
1.2.1 Global Risk-based Authentication Market Size for the Year 2017-2028
1.2.2 Global Risk-based Authentication Market Size for the Year 2017-2028
1.3 Risk-based Authentication Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.3.1 The Market Share of United States Risk-based Authentication in Global, 2017 VS 2022 VS 2028
1.3.2 The Growth Rate of Risk-based Authentication Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.4 Risk-based Authentication Market Dynamics
1.4.1 Risk-based Authentication Industry Trends
1.4.2 Risk-based Authentication Market Drivers
1.4.3 Risk-based Authentication Market Challenges
1.4.4 Risk-based Authentication Market Restraints
1.5 Study Objectives
1.6 Years Considered
2 Risk-based Authentication by Type
2.1 Risk-based Authentication Market Segment by Type
2.1.1 Cloud Authentication
2.1.2 On-premises Authentication
2.2 Global Risk-based Authentication Market Size by Type (2017, 2022 & 2028)
2.3 Global Risk-based Authentication Market Size by Type (2017-2028)
2.4 United States Risk-based Authentication Market Size by Type (2017, 2022 & 2028)
2.5 United States Risk-based Authentication Market Size by Type (2017-2028)
3 Risk-based Authentication by Application
3.1 Risk-based Authentication Market Segment by Application
3.1.1 Banking, Financial Services and Insurance(BFSI)
3.1.2 Government
3.1.3 Healthcare
3.1.4 Manufacturing
3.1.5 Retail
3.1.6 Telecommunication
3.1.7 Others
3.2 Global Risk-based Authentication Market Size by Application (2017, 2022 & 2028)
3.3 Global Risk-based Authentication Market Size by Application (2017-2028)
3.4 United States Risk-based Authentication Market Size by Application (2017, 2022 & 2028)
3.5 United States Risk-based Authentication Market Size by Application (2017-2028)
4 Global Risk-based Authentication Competitor Landscape by Company
4.1 Global Risk-based Authentication Market Size by Company
4.1.1 Top Global Risk-based Authentication Companies Ranked by Revenue (2021)
4.1.2 Global Risk-based Authentication Revenue by Player (2017-2022)
4.2 Global Risk-based Authentication Concentration Ratio (CR)
4.2.1 Risk-based Authentication Market Concentration Ratio (CR) (2017-2022)
4.2.2 Global Top 5 and Top 10 Largest Companies of Risk-based Authentication in 2021
4.2.3 Global Risk-based Authentication Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.3 Global Risk-based Authentication Headquarters, Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million) Type
4.3.1 Global Risk-based Authentication Headquarters and Area Served
4.3.2 Global Risk-based Authentication Companies Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million) Type
4.3.3 Date of International Companies Enter into Risk-based Authentication Market
4.4 Companies Mergers & Acquisitions, Expansion Plans
4.5 United States Risk-based Authentication Market Size by Company
4.5.1 Top Risk-based Authentication Players in United States, Ranked by Revenue (2021)
4.5.2 United States Risk-based Authentication Revenue by Players (2020, 2021 & 2022)
5 Global Risk-based Authentication Market Size by Region
5.1 Global Risk-based Authentication Market Size by Region: 2017 VS 2022 VS 2028
5.2 Global Risk-based Authentication Market Size by Region (2017-2028)
5.2.1 Global Risk-based Authentication Market Size by Region: 2017-2022
5.2.2 Global Risk-based Authentication Market Size by Region (2023-2028)
6 Segment in Region Level & Country Level
6.1 North America
6.1.1 North America Risk-based Authentication Market Size YoY Growth 2017-2028
6.1.2 North America Risk-based Authentication Market Facts & Figures by Country (2017, 2022 & 2028)
6.1.3 U.S.
6.1.4 Canada
6.2 Asia-Pacific
6.2.1 Asia-Pacific Risk-based Authentication Market Size YoY Growth 2017-2028
6.2.2 Asia-Pacific Risk-based Authentication Market Facts & Figures by Region (2017, 2022 & 2028)
6.2.3 China
6.2.4 Japan
6.2.5 South Korea
6.2.6 India
6.2.7 Australia
6.2.8 Taiwan
6.2.9 Indonesia
6.2.10 Thailand
6.2.11 Malaysia
6.2.12 Philippines
6.3 Europe
6.3.1 Europe Risk-based Authentication Market Size YoY Growth 2017-2028
6.3.2 Europe Risk-based Authentication Market Facts & Figures by Country (2017, 2022 & 2028)
6.3.3 Germany
6.3.4 France
6.3.5 U.K.
6.3.6 Italy
6.3.7 Russia
6.4 Latin America
6.4.1 Latin America Risk-based Authentication Market Size YoY Growth 2017-2028
6.4.2 Latin America Risk-based Authentication Market Facts & Figures by Country (2017, 2022 & 2028)
6.4.3 Mexico
6.4.4 Brazil
6.4.5 Argentina
6.5 Middle East and Africa
6.5.1 Middle East and Africa Risk-based Authentication Market Size YoY Growth 2017-2028
6.5.2 Middle East and Africa Risk-based Authentication Market Facts & Figures by Country (2017, 2022 & 2028)
6.5.3 Turkey
6.5.4 Saudi Arabia
6.5.5 U.A.E
7 Company Profiles
7.1 IBM
7.1.1 IBM Company Details
7.1.2 IBM Business Overview
7.1.3 IBM Risk-based Authentication Introduction
7.1.4 IBM Revenue in Risk-based Authentication Business (2017-2022)
7.1.5 IBM Recent Development
7.2 Broadcom
7.2.1 Broadcom Company Details
7.2.2 Broadcom Business Overview
7.2.3 Broadcom Risk-based Authentication Introduction
7.2.4 Broadcom Revenue in Risk-based Authentication Business (2017-2022)
7.2.5 Broadcom Recent Development
7.3 Micro Focus
7.3.1 Micro Focus Company Details
7.3.2 Micro Focus Business Overview
7.3.3 Micro Focus Risk-based Authentication Introduction
7.3.4 Micro Focus Revenue in Risk-based Authentication Business (2017-2022)
7.3.5 Micro Focus Recent Development
7.4 Okta
7.4.1 Okta Company Details
7.4.2 Okta Business Overview
7.4.3 Okta Risk-based Authentication Introduction
7.4.4 Okta Revenue in Risk-based Authentication Business (2017-2022)
7.4.5 Okta Recent Development
7.5 Gemalto
7.5.1 Gemalto Company Details
7.5.2 Gemalto Business Overview
7.5.3 Gemalto Risk-based Authentication Introduction
7.5.4 Gemalto Revenue in Risk-based Authentication Business (2017-2022)
7.5.5 Gemalto Recent Development
7.6 Vasco Data Security
7.6.1 Vasco Data Security Company Details
7.6.2 Vasco Data Security Business Overview
7.6.3 Vasco Data Security Risk-based Authentication Introduction
7.6.4 Vasco Data Security Revenue in Risk-based Authentication Business (2017-2022)
7.6.5 Vasco Data Security Recent Development
7.7 Secureauth
7.7.1 Secureauth Company Details
7.7.2 Secureauth Business Overview
7.7.3 Secureauth Risk-based Authentication Introduction
7.7.4 Secureauth Revenue in Risk-based Authentication Business (2017-2022)
7.7.5 Secureauth Recent Development
7.8 Rsa Security
7.8.1 Rsa Security Company Details
7.8.2 Rsa Security Business Overview
7.8.3 Rsa Security Risk-based Authentication Introduction
7.8.4 Rsa Security Revenue in Risk-based Authentication Business (2017-2022)
7.8.5 Rsa Security Recent Development
7.9 Entrust Datacard
7.9.1 Entrust Datacard Company Details
7.9.2 Entrust Datacard Business Overview
7.9.3 Entrust Datacard Risk-based Authentication Introduction
7.9.4 Entrust Datacard Revenue in Risk-based Authentication Business (2017-2022)
7.9.5 Entrust Datacard Recent Development
7.10 Lexisnexis
7.10.1 Lexisnexis Company Details
7.10.2 Lexisnexis Business Overview
7.10.3 Lexisnexis Risk-based Authentication Introduction
7.10.4 Lexisnexis Revenue in Risk-based Authentication Business (2017-2022)
7.10.5 Lexisnexis Recent Development
7.11 Gurucul
7.11.1 Gurucul Company Details
7.11.2 Gurucul Business Overview
7.11.3 Gurucul Risk-based Authentication Introduction
7.11.4 Gurucul Revenue in Risk-based Authentication Business (2017-2022)
7.11.5 Gurucul Recent Development
7.12 Equifax
7.12.1 Equifax Company Details
7.12.2 Equifax Business Overview
7.12.3 Equifax Risk-based Authentication Introduction
7.12.4 Equifax Revenue in Risk-based Authentication Business (2017-2022)
7.12.5 Equifax Recent Development
7.13 Ping Identity
7.13.1 Ping Identity Company Details
7.13.2 Ping Identity Business Overview
7.13.3 Ping Identity Risk-based Authentication Introduction
7.13.4 Ping Identity Revenue in Risk-based Authentication Business (2017-2022)
7.13.5 Ping Identity Recent Development
7.14 Forgerock
7.14.1 Forgerock Company Details
7.14.2 Forgerock Business Overview
7.14.3 Forgerock Risk-based Authentication Introduction
7.14.4 Forgerock Revenue in Risk-based Authentication Business (2017-2022)
7.14.5 Forgerock Recent Development
8 Research Findings and Conclusion
9 Appendix
9.1 Research Methodology
9.1.1 Methodology/Research Approach
9.1.2 Data Source
9.2 Author Details
9.3 Disclaimer

List of Tables
Table 1. Risk-based Authentication Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028)
Table 2. Risk-based Authentication Market Trends
Table 3. Risk-based Authentication Market Drivers
Table 4. Risk-based Authentication Market Challenges
Table 5. Risk-based Authentication Market Restraints
Table 6. Global Risk-based Authentication Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 7. United States Risk-based Authentication Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 8. Global Risk-based Authentication Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 9. United States Risk-based Authentication Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 10. Top Risk-based Authentication Companies in Global Market, Ranking by Revenue (2021)
Table 11. Global Risk-based Authentication Revenue by Player, (US$ Million), 2017-2022
Table 12. Global Risk-based Authentication Revenue Share by Player, 2017-2022
Table 13. Global Risk-based Authentication Companies Market Concentration Ratio (CR5 and HHI)
Table 14. Global Risk-based Authentication by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Risk-based Authentication as of 2021)
Table 15. Top Players of Risk-based Authentication in Global Market, Headquarters and Area Served
Table 16. Companies Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million) Type
Table 17. Date of International Companies Enter into Risk-based Authentication Market
Table 18. Companies Mergers & Acquisitions, Expansion Plans
Table 19. Top Risk-based Authentication Players in United States Market, Ranking by Revenue (2021)
Table 20. United States Risk-based Authentication Revenue by Players, (US$ Million), 2020, 2021 & 2022
Table 21. United States Risk-based Authentication Revenue Share by Players, 2020, 2021 & 2022
Table 22. Global Risk-based Authentication Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
Table 23. Global Risk-based Authentication Market Size by Region (2017-2022) & (US$ Million)
Table 24. Global Risk-based Authentication Market Size Forecast by Region (2023-2028) & (US$ Million)
Table 25. North America Risk-based Authentication Sales in Value by Country (2017-2028) & (US$ Million)
Table 26. Asia Pacific Risk-based Authentication Sales in Value by Region (2017-2028) & (US$ Million)
Table 27. Europe Risk-based Authentication Sales in Value by Country (2017-2028) & (US$ Million)
Table 28. Latin Americaa Risk-based Authentication Sales in Value by Country (2017-2028) & (US$ Million)
Table 29. Middle East and Africa Risk-based Authentication Sales in Value by Country (2017-2028) & (US$ Million)
Table 30. IBM Company Details
Table 31. IBM Business Overview
Table 32. IBM Risk-based Authentication Product
Table 33. IBM Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 34. IBM Recent Development
Table 35. Broadcom Company Details
Table 36. Broadcom Business Overview
Table 37. Broadcom Risk-based Authentication Product
Table 38. Broadcom Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 39. Broadcom Recent Development
Table 40. Micro Focus Company Details
Table 41. Micro Focus Business Overview
Table 42. Micro Focus Risk-based Authentication Product
Table 43. Micro Focus Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 44. Micro Focus Recent Development
Table 45. Okta Company Details
Table 46. Okta Business Overview
Table 47. Okta Risk-based Authentication Product
Table 48. Okta Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 49. Okta Recent Development
Table 50. Gemalto Company Details
Table 51. Gemalto Business Overview
Table 52. Gemalto Risk-based Authentication Product
Table 53. Gemalto Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 54. Gemalto Recent Development
Table 55. Vasco Data Security Company Details
Table 56. Vasco Data Security Business Overview
Table 57. Vasco Data Security Risk-based Authentication Product
Table 58. Vasco Data Security Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 59. Vasco Data Security Recent Development
Table 60. Secureauth Company Details
Table 61. Secureauth Business Overview
Table 62. Secureauth Risk-based Authentication Product
Table 63. Secureauth Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 64. Secureauth Recent Development
Table 65. Rsa Security Company Details
Table 66. Rsa Security Business Overview
Table 67. Rsa Security Risk-based Authentication Product
Table 68. Rsa Security Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 69. Rsa Security Recent Development
Table 70. Entrust Datacard Company Details
Table 71. Entrust Datacard Business Overview
Table 72. Entrust Datacard Risk-based Authentication Product
Table 73. Entrust Datacard Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 74. Entrust Datacard Recent Development
Table 75. Lexisnexis Company Details
Table 76. Lexisnexis Business Overview
Table 77. Lexisnexis Risk-based Authentication Product
Table 78. Lexisnexis Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 79. Lexisnexis Recent Development
Table 80. Gurucul Company Details
Table 81. Gurucul Business Overview
Table 82. Gurucul Risk-based Authentication Product
Table 83. Gurucul Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 84. Gurucul Recent Development
Table 85. Equifax Company Details
Table 86. Equifax Business Overview
Table 87. Equifax Risk-based Authentication Product
Table 88. Equifax Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 89. Equifax Recent Development
Table 90. Ping Identity Company Details
Table 91. Ping Identity Business Overview
Table 92. Ping Identity Risk-based Authentication Product
Table 93. Ping Identity Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 94. Ping Identity Recent Development
Table 95. Forgerock Company Details
Table 96. Forgerock Business Overview
Table 97. Forgerock Risk-based Authentication Product
Table 98. Forgerock Revenue in Risk-based Authentication Business (2017-2022) & (US$ Million)
Table 99. Forgerock Recent Development
Table 100. Research Programs/Design for This Report
Table 101. Key Data Information from Secondary Sources
Table 102. Key Data Information from Primary Sources
List of Figures
Figure 1. Risk-based Authentication Product Picture
Figure 2. Global Risk-based Authentication Market Size, (US$ Million), 2017 VS 2022 VS 2028
Figure 3. Global Risk-based Authentication Market Size 2017-2028 (US$ Million)
Figure 4. United States Risk-based Authentication Market Size, (US$ Million), 2017 VS 2022 VS 2028
Figure 5. United States Risk-based Authentication Market Size 2017-2028 (US$ Million)
Figure 6. United States Risk-based Authentication Market Share in Global 2017-2028
Figure 7. Risk-based Authentication Report Years Considered
Figure 8. Product Picture of Cloud Authentication
Figure 9. Product Picture of On-premises Authentication
Figure 10. Global Risk-based Authentication Market Share by Type in 2022 & 2028
Figure 11. Global Risk-based Authentication Market Size by Type (2017-2028) & (US$ Million)
Figure 12. Global Risk-based Authentication Market Share by Type (2017-2028)
Figure 13. United States Risk-based Authentication Market Share by Type in 2022 & 2028
Figure 14. United States Risk-based Authentication Market Size by Type (2017-2028) & (US$ Million)
Figure 15. United States Risk-based Authentication Market Share by Type (2017-2028)
Figure 16. Product Picture of Banking, Financial Services and Insurance(BFSI)
Figure 17. Product Picture of Government
Figure 18. Product Picture of Healthcare
Figure 19. Product Picture of Manufacturing
Figure 20. Product Picture of Retail
Figure 21. Product Picture of Telecommunication
Figure 22. Product Picture of Others
Figure 23. Global Risk-based Authentication Market Share by Application in 2022 & 2028
Figure 24. Global Risk-based Authentication Market Size by Application (2017-2028) & (US$ Million)
Figure 25. Global Risk-based Authentication Market Share by Application (2017-2028)
Figure 26. United States Risk-based Authentication Market Share by Application in 2022 & 2028
Figure 27. United States Risk-based Authentication Market Size by Application (2017-2028) & (US$ Million)
Figure 28. United States Risk-based Authentication Market Share by Application (2017-2028)
Figure 29. North America Risk-based Authentication Market Size Growth Rate 2017-2028 (US$ Million)
Figure 30. U.S. Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 31. Canada Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 32. Europe Risk-based Authentication Market Size Growth Rate 2017-2028 (US$ Million)
Figure 33. Germany Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 34. France Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 35. U.K. Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 36. Italy Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 37. Russia Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 38. Asia-Pacific Risk-based Authentication Market Size Growth Rate 2017-2028 (US$ Million)
Figure 39. China Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 40. Japan Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 41. South Korea Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 42. India Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 43. Australia Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 44. Taiwan Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 45. Indonesia Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 46. Thailand Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 47. Malaysia Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 48. Philippines Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 49. Latin America Risk-based Authentication Market Size Growth Rate 2017-2028 (US$ Million)
Figure 50. Mexico Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 51. Brazil Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 52. Argentina Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 53. Middle East & Africa Risk-based Authentication Market Size Growth Rate 2017-2028 (US$ Million)
Figure 54. Turkey Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 55. Saudi Arabia Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 56. U.A.E Risk-based Authentication Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 57. IBM Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 58. Broadcom Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 59. Micro Focus Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 60. Okta Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 61. Gemalto Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 62. Vasco Data Security Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 63. Secureauth Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 64. Rsa Security Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 65. Entrust Datacard Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 66. Lexisnexis Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 67. Gurucul Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 68. Equifax Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 69. Ping Identity Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 70. Forgerock Revenue Growth Rate in Risk-based Authentication Business (2017-2022)
Figure 71. Bottom-up and Top-down Approaches for This Report
Figure 72. Data Triangulation
Figure 73. 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.

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