Global And United States Personal Identity Management Market Size, Status And Forecast 2021-2027

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Personal Identity management Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
1.2.2 Access control
1.2.3 Content management
1.3 Market by Application
1.3.1 Global Personal Identity management Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 BFSI
1.3.3 Government
1.3.4 Retail and CPG
1.3.5 Healthcare and Life sciences
1.3.6 Education
1.4 Study Objectives
1.5 Years Considered

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

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

4 Personal Identity management Breakdown Data by Type
4.1 Global Personal Identity management Historic Market Size by Type (2016-2021)
4.2 Global Personal Identity management Forecasted Market Size by Type (2022-2027)

5 Personal Identity management Breakdown Data by Application
5.1 Global Personal Identity management Historic Market Size by Application (2016-2021)
5.2 Global Personal Identity management Forecasted Market Size by Application (2022-2027)

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

7 Europe
7.1 Europe Personal Identity management Market Size (2016-2027)
7.2 Europe Personal Identity management Market Size by Type
7.2.1 Europe Personal Identity management Market Size by Type (2016-2021)
7.2.2 Europe Personal Identity management Market Size by Type (2022-2027)
7.2.3 Europe Personal Identity management Market Size by Type (2016-2027)
7.3 Europe Personal Identity management Market Size by Application
7.3.1 Europe Personal Identity management Market Size by Application (2016-2021)
7.3.2 Europe Personal Identity management Market Size by Application (2022-2027)
7.3.3 Europe Personal Identity management Market Size by Application (2016-2027)
7.4 Europe Personal Identity management Market Size by Country
7.4.1 Europe Personal Identity management Market Size by Country (2016-2021)
7.4.2 Europe Personal Identity management 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 Personal Identity management Market Size (2016-2027)
8.2 Asia-Pacific Personal Identity management Market Size by Type
8.2.1 Asia-Pacific Personal Identity management Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Personal Identity management Market Size by Type (2022-2027)
8.2.3 Asia-Pacific Personal Identity management Market Size by Type (2016-2027)
8.3 Asia-Pacific Personal Identity management Market Size by Application
8.3.1 Asia-Pacific Personal Identity management Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Personal Identity management Market Size by Application (2022-2027)
8.3.3 Asia-Pacific Personal Identity management Market Size by Application (2016-2027)
8.4 Asia-Pacific Personal Identity management Market Size by Region
8.4.1 Asia-Pacific Personal Identity management Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Personal Identity management 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 Personal Identity management Market Size (2016-2027)
9.2 Latin America Personal Identity management Market Size by Type
9.2.1 Latin America Personal Identity management Market Size by Type (2016-2021)
9.2.2 Latin America Personal Identity management Market Size by Type (2022-2027)
9.2.3 Latin America Personal Identity management Market Size by Type (2016-2027)
9.3 Latin America Personal Identity management Market Size by Application
9.3.1 Latin America Personal Identity management Market Size by Application (2016-2021)
9.3.2 Latin America Personal Identity management Market Size by Application (2022-2027)
9.3.3 Latin America Personal Identity management Market Size by Application (2016-2027)
9.4 Latin America Personal Identity management Market Size by Country
9.4.1 Latin America Personal Identity management Market Size by Country (2016-2021)
9.4.2 Latin America Personal Identity management Market Size by Country (2022-2027)
9.4.3 Mexico
9.4.4 Brazil

10 Middle East & Africa
10.1 Middle East & Africa Personal Identity management Market Size (2016-2027)
10.2 Middle East & Africa Personal Identity management Market Size by Type
10.2.1 Middle East & Africa Personal Identity management Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Personal Identity management Market Size by Type (2022-2027)
10.2.3 Middle East & Africa Personal Identity management Market Size by Type (2016-2027)
10.3 Middle East & Africa Personal Identity management Market Size by Application
10.3.1 Middle East & Africa Personal Identity management Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Personal Identity management Market Size by Application (2022-2027)
10.3.3 Middle East & Africa Personal Identity management Market Size by Application (2016-2027)
10.4 Middle East & Africa Personal Identity management Market Size by Country
10.4.1 Middle East & Africa Personal Identity management Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Personal Identity management 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 IBM Corporation
11.1.1 IBM Corporation Company Details
11.1.2 IBM Corporation Business Overview
11.1.3 IBM Corporation Personal Identity management Introduction
11.1.4 IBM Corporation Revenue in Personal Identity management Business (2016-2021)
11.1.5 IBM Corporation Recent Development
11.2 VMware
11.2.1 VMware Company Details
11.2.2 VMware Business Overview
11.2.3 VMware Personal Identity management Introduction
11.2.4 VMware Revenue in Personal Identity management Business (2016-2021)
11.2.5 VMware Recent Development
11.3 Broadcom
11.3.1 Broadcom Company Details
11.3.2 Broadcom Business Overview
11.3.3 Broadcom Personal Identity management Introduction
11.3.4 Broadcom Revenue in Personal Identity management Business (2016-2021)
11.3.5 Broadcom Recent Development
11.4 Microsoft
11.4.1 Microsoft Company Details
11.4.2 Microsoft Business Overview
11.4.3 Microsoft Personal Identity management Introduction
11.4.4 Microsoft Revenue in Personal Identity management Business (2016-2021)
11.4.5 Microsoft Recent Development
11.5 Oracle
11.5.1 Oracle Company Details
11.5.2 Oracle Business Overview
11.5.3 Oracle Personal Identity management Introduction
11.5.4 Oracle Revenue in Personal Identity management Business (2016-2021)
11.5.5 Oracle Recent Development
11.6 OneLogin
11.6.1 OneLogin Company Details
11.6.2 OneLogin Business Overview
11.6.3 OneLogin Personal Identity management Introduction
11.6.4 OneLogin Revenue in Personal Identity management Business (2016-2021)
11.6.5 OneLogin Recent Development
11.7 Centrify
11.7.1 Centrify Company Details
11.7.2 Centrify Business Overview
11.7.3 Centrify Personal Identity management Introduction
11.7.4 Centrify Revenue in Personal Identity management Business (2016-2021)
11.7.5 Centrify Recent Development
11.8 Sailpoint
11.8.1 Sailpoint Company Details
11.8.2 Sailpoint Business Overview
11.8.3 Sailpoint Personal Identity management Introduction
11.8.4 Sailpoint Revenue in Personal Identity management Business (2016-2021)
11.8.5 Sailpoint Recent Development
11.9 Broadcom
11.9.1 Broadcom Company Details
11.9.2 Broadcom Business Overview
11.9.3 Broadcom Personal Identity management Introduction
11.9.4 Broadcom Revenue in Personal Identity management Business (2016-2021)
11.9.5 Broadcom Recent Development
11.10 Accenture
11.10.1 Accenture Company Details
11.10.2 Accenture Business Overview
11.10.3 Accenture Personal Identity management Introduction
11.10.4 Accenture Revenue in Personal Identity management Business (2016-2021)
11.10.5 Accenture Recent Development
11.11 Deloitte
11.11.1 Deloitte Company Details
11.11.2 Deloitte Business Overview
11.11.3 Deloitte Personal Identity management Introduction
11.11.4 Deloitte Revenue in Personal Identity management Business (2016-2021)
11.11.5 Deloitte Recent Development
11.12 Ernst & Young
11.12.1 Ernst & Young Company Details
11.12.2 Ernst & Young Business Overview
11.12.3 Ernst & Young Personal Identity management Introduction
11.12.4 Ernst & Young Revenue in Personal Identity management Business (2016-2021)
11.12.5 Ernst & Young 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 Personal Identity management Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Access control
Table 3. Key Players of Content management
Table 4. Global Personal Identity management Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 5. Global Personal Identity management Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 6. Global Personal Identity management Market Size by Regions (2016-2021) & (US$ Million)
Table 7. Global Personal Identity management Market Share by Regions (2016-2021)
Table 8. Global Personal Identity management Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 9. Global Personal Identity management Market Share by Regions (2022-2027)
Table 10. Personal Identity management Market Trends
Table 11. Personal Identity management Market Drivers
Table 12. Personal Identity management Market Challenges
Table 13. Personal Identity management Market Restraints
Table 14. Global Personal Identity management Revenue by Players (2016-2021) & (US$ Million)
Table 15. Global Personal Identity management Market Share by Players (2016-2021)
Table 16. Global Top Personal Identity management Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Personal Identity management as of 2020)
Table 17. Ranking of Global Top Personal Identity management Companies by Revenue (US$ Million) in 2020
Table 18. Global 5 Largest Players Market Share by Personal Identity management Revenue (CR5 and HHI) & (2016-2021)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Personal Identity management Product Solution and Service
Table 21. Date of Enter into Personal Identity management Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 24. Global Personal Identity management Revenue Market Share by Type (2016-2021)
Table 25. Global Personal Identity management Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 26. Global Personal Identity management Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 27. Global Personal Identity management Market Size Share by Application (2016-2021) & (US$ Million)
Table 28. Global Personal Identity management Revenue Market Share by Application (2016-2021)
Table 29. Global Personal Identity management Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 30. Global Personal Identity management Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 31. North America Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 32. North America Personal Identity management Market Size by Type (2022-2027) & (US$ Million)
Table 33. North America Personal Identity management Market Size by Application (2016-2021) (US$ Million)
Table 34. North America Personal Identity management Market Size by Application (2022-2027) & (US$ Million)
Table 35. North America Personal Identity management Market Size by Country (2016-2021) & (US$ Million)
Table 36. North America Personal Identity management Market Size by Country (2022-2027) & (US$ Million)
Table 37. Europe Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 38. Europe Personal Identity management Market Size by Type (2022-2027) & (US$ Million)
Table 39. Europe Personal Identity management Market Size by Application (2016-2021) (US$ Million)
Table 40. Europe Personal Identity management Market Size by Application (2022-2027) & (US$ Million)
Table 41. Europe Personal Identity management Market Size by Country (2016-2021) & (US$ Million)
Table 42. Europe Personal Identity management Market Size by Country (2022-2027) & (US$ Million)
Table 43. Asia-Pacific Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 44. Asia-Pacific Personal Identity management Market Size by Type (2022-2027) & (US$ Million)
Table 45. Asia-Pacific Personal Identity management Market Size by Application (2016-2021) (US$ Million)
Table 46. Asia-Pacific Personal Identity management Market Size by Application (2022-2027) & (US$ Million)
Table 47. Asia-Pacific Personal Identity management Market Size by Region (2016-2021) & (US$ Million)
Table 48. Asia-Pacific Personal Identity management Market Size by Region (2022-2027) & (US$ Million)
Table 49. Latin America Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 50. Latin America Personal Identity management Market Size by Type (2022-2027) & (US$ Million)
Table 51. Latin America Personal Identity management Market Size by Application (2016-2021) (US$ Million)
Table 52. Latin America Personal Identity management Market Size by Application (2022-2027) & (US$ Million)
Table 53. Latin America Personal Identity management Market Size by Country (2016-2021) & (US$ Million)
Table 54. Latin America Personal Identity management Market Size by Country (2022-2027) & (US$ Million)
Table 55. Middle East & Africa Personal Identity management Market Size by Type (2016-2021) (US$ Million)
Table 56. Middle East & Africa Personal Identity management Market Size by Type (2022-2027) & (US$ Million)
Table 57. Middle East & Africa Personal Identity management Market Size by Application (2016-2021) (US$ Million)
Table 58. Middle East & Africa Personal Identity management Market Size by Application (2022-2027) & (US$ Million)
Table 59. Middle East & Africa Personal Identity management Market Size by Country (2016-2021) & (US$ Million)
Table 60. Middle East & Africa Personal Identity management Market Size by Country (2022-2027) & (US$ Million)
Table 61. IBM Corporation Company Details
Table 62. IBM Corporation Business Overview
Table 63. IBM Corporation Personal Identity management Product
Table 64. IBM Corporation Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 65. IBM Corporation Recent Development
Table 66. VMware Company Details
Table 67. VMware Business Overview
Table 68. VMware Personal Identity management Product
Table 69. VMware Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 70. VMware Recent Development
Table 71. Broadcom Company Details
Table 72. Broadcom Business Overview
Table 73. Broadcom Personal Identity management Product
Table 74. Broadcom Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 75. Broadcom Recent Development
Table 76. Microsoft Company Details
Table 77. Microsoft Business Overview
Table 78. Microsoft Personal Identity management Product
Table 79. Microsoft Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 80. Microsoft Recent Development
Table 81. Oracle Company Details
Table 82. Oracle Business Overview
Table 83. Oracle Personal Identity management Product
Table 84. Oracle Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 85. Oracle Recent Development
Table 86. OneLogin Company Details
Table 87. OneLogin Business Overview
Table 88. OneLogin Personal Identity management Product
Table 89. OneLogin Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 90. OneLogin Recent Development
Table 91. Centrify Company Details
Table 92. Centrify Business Overview
Table 93. Centrify Personal Identity management Product
Table 94. Centrify Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 95. Centrify Recent Development
Table 96. Sailpoint Company Details
Table 97. Sailpoint Business Overview
Table 98. Sailpoint Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 99. Sailpoint Recent Development
Table 100. Broadcom Company Details
Table 101. Broadcom Business Overview
Table 102. Broadcom Personal Identity management Product
Table 103. Broadcom Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 104. Broadcom Recent Development
Table 105. Accenture Company Details
Table 106. Accenture Business Overview
Table 107. Accenture Personal Identity management Product
Table 108. Accenture Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 109. Accenture Recent Development
Table 110. Deloitte Company Details
Table 111. Deloitte Business Overview
Table 112. Deloitte Personal Identity management Product
Table 113. Deloitte Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 114. Deloitte Recent Development
Table 115. Ernst & Young Company Details
Table 116. Ernst & Young Business Overview
Table 117. Ernst & Young Personal Identity management Product
Table 118. Ernst & Young Revenue in Personal Identity management Business (2016-2021) & (US$ Million)
Table 119. Ernst & Young Recent Development
Table 120. Research Programs/Design for This Report
Table 121. Key Data Information from Secondary Sources
Table 122. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Personal Identity management Market Share by Type: 2020 VS 2027
Figure 2. Access control Features
Figure 3. Content management Features
Figure 4. Global Personal Identity management Market Share by Application: 2020 VS 2027
Figure 5. BFSI Case Studies
Figure 6. Government Case Studies
Figure 7. Retail and CPG Case Studies
Figure 8. Healthcare and Life sciences Case Studies
Figure 9. Education Case Studies
Figure 10. Personal Identity management Report Years Considered
Figure 11. Global Personal Identity management Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 12. Global Personal Identity management Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 13. Global Personal Identity management Market Share by Regions: 2020 VS 2027
Figure 14. Global Personal Identity management Market Share by Regions (2022-2027)
Figure 15. Global Personal Identity management Market Share by Players in 2020
Figure 16. Global Top Personal Identity management Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Personal Identity management as of 2020
Figure 17. The Top 10 and 5 Players Market Share by Personal Identity management Revenue in 2020
Figure 18. Global Personal Identity management Revenue Market Share by Type (2016-2021)
Figure 19. Global Personal Identity management Revenue Market Share by Type (2022-2027)
Figure 20. North America Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 21. North America Personal Identity management Market Share by Type (2016-2027)
Figure 22. North America Personal Identity management Market Share by Application (2016-2027)
Figure 23. North America Personal Identity management Market Share by Country (2016-2027)
Figure 24. United States Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 25. Canada Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 26. Europe Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 27. Europe Personal Identity management Market Share by Type (2016-2027)
Figure 28. Europe Personal Identity management Market Share by Application (2016-2027)
Figure 29. Europe Personal Identity management Market Share by Country (2016-2027)
Figure 30. Germany Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 31. France Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. U.K. Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. Italy Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Russia Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Nordic Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 36. Asia-Pacific Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 37. Asia-Pacific Personal Identity management Market Share by Type (2016-2027)
Figure 38. Asia-Pacific Personal Identity management Market Share by Application (2016-2027)
Figure 39. Asia-Pacific Personal Identity management Market Share by Region (2016-2027)
Figure 40. China Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 41. Japan Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. South Korea Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. Southeast Asia Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. India Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. Australia Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 46. Latin America Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 47. Latin America Personal Identity management Market Share by Type (2016-2027)
Figure 48. Latin America Personal Identity management Market Share by Application (2016-2027)
Figure 49. Latin America Personal Identity management Market Share by Country (2016-2027)
Figure 50. Mexico Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 51. Brazil Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 52. Middle East & Africa Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 53. Middle East & Africa Personal Identity management Market Share by Type (2016-2027)
Figure 54. Middle East & Africa Personal Identity management Market Share by Application (2016-2027)
Figure 55. Middle East & Africa Personal Identity management Market Share by Country (2016-2027)
Figure 56. Turkey Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 57. Saudi Arabia Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 58. UAE Personal Identity management Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 59. IBM Corporation Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 60. VMware Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 61. Broadcom Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 62. Microsoft Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 63. Oracle Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 64. OneLogin Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 65. Centrify Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 66. Sailpoint Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 67. Broadcom Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 68. Accenture Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 69. Deloitte Revenue Growth Rate in Personal Identity management Business (2016-2021)
Figure 70. Ernst & Young Revenue Growth Rate in Personal Identity management Business (2016-2021)
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.