1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Data Access Management Software Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 On-premises 1.2.3 Cloud Based 1.3 Market by Application 1.3.1 Global Data Access Management Software Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Large Enterprises 1.3.3 SMEs 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Data Access Management Software Market Perspective (2016-2027) 2.2 Data Access Management Software Growth Trends by Regions 2.2.1 Data Access Management Software Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Data Access Management Software Historic Market Share by Regions (2016-2021) 2.2.3 Data Access Management Software Forecasted Market Size by Regions (2022-2027) 2.3 Data Access Management Software Industry Dynamic 2.3.1 Data Access Management Software Market Trends 2.3.2 Data Access Management Software Market Drivers 2.3.3 Data Access Management Software Market Challenges 2.3.4 Data Access Management Software Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Data Access Management Software Players by Revenue 3.1.1 Global Top Data Access Management Software Players by Revenue (2016-2021) 3.1.2 Global Data Access Management Software Revenue Market Share by Players (2016-2021) 3.2 Global Data Access Management Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Data Access Management Software Revenue 3.4 Global Data Access Management Software Market Concentration Ratio 3.4.1 Global Data Access Management Software Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Data Access Management Software Revenue in 2020 3.5 Data Access Management Software Key Players Head office and Area Served 3.6 Key Players Data Access Management Software Product Solution and Service 3.7 Date of Enter into Data Access Management Software Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Data Access Management Software Breakdown Data by Type 4.1 Global Data Access Management Software Historic Market Size by Type (2016-2021) 4.2 Global Data Access Management Software Forecasted Market Size by Type (2022-2027) 5 Data Access Management Software Breakdown Data by Application 5.1 Global Data Access Management Software Historic Market Size by Application (2016-2021) 5.2 Global Data Access Management Software Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Data Access Management Software Market Size (2016-2027) 6.2 North America Data Access Management Software Market Size by Type 6.2.1 North America Data Access Management Software Market Size by Type (2016-2021) 6.2.2 North America Data Access Management Software Market Size by Type (2022-2027) 6.2.3 North America Data Access Management Software Market Size by Type (2016-2027) 6.3 North America Data Access Management Software Market Size by Application 6.3.1 North America Data Access Management Software Market Size by Application (2016-2021) 6.3.2 North America Data Access Management Software Market Size by Application (2022-2027) 6.3.3 North America Data Access Management Software Market Size by Application (2016-2027) 6.4 North America Data Access Management Software Market Size by Country 6.4.1 North America Data Access Management Software Market Size by Country (2016-2021) 6.4.2 North America Data Access Management Software Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Data Access Management Software Market Size (2016-2027) 7.2 Europe Data Access Management Software Market Size by Type 7.2.1 Europe Data Access Management Software Market Size by Type (2016-2021) 7.2.2 Europe Data Access Management Software Market Size by Type (2022-2027) 7.2.3 Europe Data Access Management Software Market Size by Type (2016-2027) 7.3 Europe Data Access Management Software Market Size by Application 7.3.1 Europe Data Access Management Software Market Size by Application (2016-2021) 7.3.2 Europe Data Access Management Software Market Size by Application (2022-2027) 7.3.3 Europe Data Access Management Software Market Size by Application (2016-2027) 7.4 Europe Data Access Management Software Market Size by Country 7.4.1 Europe Data Access Management Software Market Size by Country (2016-2021) 7.4.2 Europe Data Access Management Software 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 Data Access Management Software Market Size (2016-2027) 8.2 Asia-Pacific Data Access Management Software Market Size by Type 8.2.1 Asia-Pacific Data Access Management Software Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Data Access Management Software Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Data Access Management Software Market Size by Type (2016-2027) 8.3 Asia-Pacific Data Access Management Software Market Size by Application 8.3.1 Asia-Pacific Data Access Management Software Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Data Access Management Software Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Data Access Management Software Market Size by Application (2016-2027) 8.4 Asia-Pacific Data Access Management Software Market Size by Region 8.4.1 Asia-Pacific Data Access Management Software Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Data Access Management Software 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 Data Access Management Software Market Size (2016-2027) 9.2 Latin America Data Access Management Software Market Size by Type 9.2.1 Latin America Data Access Management Software Market Size by Type (2016-2021) 9.2.2 Latin America Data Access Management Software Market Size by Type (2022-2027) 9.2.3 Latin America Data Access Management Software Market Size by Type (2016-2027) 9.3 Latin America Data Access Management Software Market Size by Application 9.3.1 Latin America Data Access Management Software Market Size by Application (2016-2021) 9.3.2 Latin America Data Access Management Software Market Size by Application (2022-2027) 9.3.3 Latin America Data Access Management Software Market Size by Application (2016-2027) 9.4 Latin America Data Access Management Software Market Size by Country 9.4.1 Latin America Data Access Management Software Market Size by Country (2016-2021) 9.4.2 Latin America Data Access Management Software Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Data Access Management Software Market Size (2016-2027) 10.2 Middle East & Africa Data Access Management Software Market Size by Type 10.2.1 Middle East & Africa Data Access Management Software Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Data Access Management Software Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Data Access Management Software Market Size by Type (2016-2027) 10.3 Middle East & Africa Data Access Management Software Market Size by Application 10.3.1 Middle East & Africa Data Access Management Software Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Data Access Management Software Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Data Access Management Software Market Size by Application (2016-2027) 10.4 Middle East & Africa Data Access Management Software Market Size by Country 10.4.1 Middle East & Africa Data Access Management Software Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Data Access Management Software 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 Solarwinds 11.1.1 Solarwinds Company Details 11.1.2 Solarwinds Business Overview 11.1.3 Solarwinds Data Access Management Software Introduction 11.1.4 Solarwinds Revenue in Data Access Management Software Business (2016-2021) 11.1.5 Solarwinds Recent Development 11.2 SailPoint 11.2.1 SailPoint Company Details 11.2.2 SailPoint Business Overview 11.2.3 SailPoint Data Access Management Software Introduction 11.2.4 SailPoint Revenue in Data Access Management Software Business (2016-2021) 11.2.5 SailPoint Recent Development 11.3 Cyral 11.3.1 Cyral Company Details 11.3.2 Cyral Business Overview 11.3.3 Cyral Data Access Management Software Introduction 11.3.4 Cyral Revenue in Data Access Management Software Business (2016-2021) 11.3.5 Cyral Recent Development 11.4 Microsoft 11.4.1 Microsoft Company Details 11.4.2 Microsoft Business Overview 11.4.3 Microsoft Data Access Management Software Introduction 11.4.4 Microsoft Revenue in Data Access Management Software Business (2016-2021) 11.4.5 Microsoft Recent Development 11.5 IBM 11.5.1 IBM Company Details 11.5.2 IBM Business Overview 11.5.3 IBM Data Access Management Software Introduction 11.5.4 IBM Revenue in Data Access Management Software Business (2016-2021) 11.5.5 IBM Recent Development 11.6 SAP 11.6.1 SAP Company Details 11.6.2 SAP Business Overview 11.6.3 SAP Data Access Management Software Introduction 11.6.4 SAP Revenue in Data Access Management Software Business (2016-2021) 11.6.5 SAP Recent Development 11.7 Ping Identity 11.7.1 Ping Identity Company Details 11.7.2 Ping Identity Business Overview 11.7.3 Ping Identity Data Access Management Software Introduction 11.7.4 Ping Identity Revenue in Data Access Management Software Business (2016-2021) 11.7.5 Ping Identity Recent Development 11.8 Okta 11.8.1 Okta Company Details 11.8.2 Okta Business Overview 11.8.3 Okta Data Access Management Software Introduction 11.8.4 Okta Revenue in Data Access Management Software Business (2016-2021) 11.8.5 Okta Recent Development 11.9 ForgeRock 11.9.1 ForgeRock Company Details 11.9.2 ForgeRock Business Overview 11.9.3 ForgeRock Data Access Management Software Introduction 11.9.4 ForgeRock Revenue in Data Access Management Software Business (2016-2021) 11.9.5 ForgeRock Recent Development 11.10 Akamai 11.10.1 Akamai Company Details 11.10.2 Akamai Business Overview 11.10.3 Akamai Data Access Management Software Introduction 11.10.4 Akamai Revenue in Data Access Management Software Business (2016-2021) 11.10.5 Akamai Recent Development 11.11 SAS 11.11.1 SAS Company Details 11.11.2 SAS Business Overview 11.11.3 SAS Data Access Management Software Introduction 11.11.4 SAS Revenue in Data Access Management Software Business (2016-2021) 11.11.5 SAS Recent Development 11.12 NetApp 11.12.1 NetApp Company Details 11.12.2 NetApp Business Overview 11.12.3 NetApp Data Access Management Software Introduction 11.12.4 NetApp Revenue in Data Access Management Software Business (2016-2021) 11.12.5 NetApp 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 Data Access Management Software Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of On-premises Table 3. Key Players of Cloud Based Table 4. Global Data Access Management Software Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Data Access Management Software Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Data Access Management Software Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Data Access Management Software Market Share by Regions (2016-2021) Table 8. Global Data Access Management Software Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Data Access Management Software Market Share by Regions (2022-2027) Table 10. Data Access Management Software Market Trends Table 11. Data Access Management Software Market Drivers Table 12. Data Access Management Software Market Challenges Table 13. Data Access Management Software Market Restraints Table 14. Global Data Access Management Software Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Data Access Management Software Market Share by Players (2016-2021) Table 16. Global Top Data Access Management Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Access Management Software as of 2020) Table 17. Ranking of Global Top Data Access Management Software Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Data Access Management Software Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Data Access Management Software Product Solution and Service Table 21. Date of Enter into Data Access Management Software Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 24. Global Data Access Management Software Revenue Market Share by Type (2016-2021) Table 25. Global Data Access Management Software Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Data Access Management Software Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Data Access Management Software Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Data Access Management Software Revenue Market Share by Application (2016-2021) Table 29. Global Data Access Management Software Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Data Access Management Software Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 32. North America Data Access Management Software Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Data Access Management Software Market Size by Application (2016-2021) (US$ Million) Table 34. North America Data Access Management Software Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Data Access Management Software Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Data Access Management Software Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Data Access Management Software Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Data Access Management Software Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Data Access Management Software Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Data Access Management Software Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Data Access Management Software Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Data Access Management Software Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Data Access Management Software Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Data Access Management Software Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Data Access Management Software Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Data Access Management Software Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Data Access Management Software Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Data Access Management Software Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Data Access Management Software Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Data Access Management Software Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Data Access Management Software Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Data Access Management Software Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Data Access Management Software Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Data Access Management Software Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Data Access Management Software Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Data Access Management Software Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Data Access Management Software Market Size by Country (2022-2027) & (US$ Million) Table 61. Solarwinds Company Details Table 62. Solarwinds Business Overview Table 63. Solarwinds Data Access Management Software Product Table 64. Solarwinds Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 65. Solarwinds Recent Development Table 66. SailPoint Company Details Table 67. SailPoint Business Overview Table 68. SailPoint Data Access Management Software Product Table 69. SailPoint Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 70. SailPoint Recent Development Table 71. Cyral Company Details Table 72. Cyral Business Overview Table 73. Cyral Data Access Management Software Product Table 74. Cyral Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 75. Cyral Recent Development Table 76. Microsoft Company Details Table 77. Microsoft Business Overview Table 78. Microsoft Data Access Management Software Product Table 79. Microsoft Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 80. Microsoft Recent Development Table 81. IBM Company Details Table 82. IBM Business Overview Table 83. IBM Data Access Management Software Product Table 84. IBM Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 85. IBM Recent Development Table 86. SAP Company Details Table 87. SAP Business Overview Table 88. SAP Data Access Management Software Product Table 89. SAP Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 90. SAP Recent Development Table 91. Ping Identity Company Details Table 92. Ping Identity Business Overview Table 93. Ping Identity Data Access Management Software Product Table 94. Ping Identity Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 95. Ping Identity Recent Development Table 96. Okta Company Details Table 97. Okta Business Overview Table 98. Okta Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 99. Okta Recent Development Table 100. ForgeRock Company Details Table 101. ForgeRock Business Overview Table 102. ForgeRock Data Access Management Software Product Table 103. ForgeRock Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 104. ForgeRock Recent Development Table 105. Akamai Company Details Table 106. Akamai Business Overview Table 107. Akamai Data Access Management Software Product Table 108. Akamai Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 109. Akamai Recent Development Table 110. SAS Company Details Table 111. SAS Business Overview Table 112. SAS Data Access Management Software Product Table 113. SAS Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 114. SAS Recent Development Table 115. NetApp Company Details Table 116. NetApp Business Overview Table 117. NetApp Data Access Management Software Product Table 118. NetApp Revenue in Data Access Management Software Business (2016-2021) & (US$ Million) Table 119. NetApp 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 Data Access Management Software Market Share by Type: 2020 VS 2027 Figure 2. On-premises Features Figure 3. Cloud Based Features Figure 4. Global Data Access Management Software Market Share by Application: 2020 VS 2027 Figure 5. Large Enterprises Case Studies Figure 6. SMEs Case Studies Figure 7. Data Access Management Software Report Years Considered Figure 8. Global Data Access Management Software Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 9. Global Data Access Management Software Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 10. Global Data Access Management Software Market Share by Regions: 2020 VS 2027 Figure 11. Global Data Access Management Software Market Share by Regions (2022-2027) Figure 12. Global Data Access Management Software Market Share by Players in 2020 Figure 13. Global Top Data Access Management Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Access Management Software as of 2020 Figure 14. The Top 10 and 5 Players Market Share by Data Access Management Software Revenue in 2020 Figure 15. Global Data Access Management Software Revenue Market Share by Type (2016-2021) Figure 16. Global Data Access Management Software Revenue Market Share by Type (2022-2027) Figure 17. North America Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 18. North America Data Access Management Software Market Share by Type (2016-2027) Figure 19. North America Data Access Management Software Market Share by Application (2016-2027) Figure 20. North America Data Access Management Software Market Share by Country (2016-2027) Figure 21. United States Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. Canada Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Europe Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Data Access Management Software Market Share by Type (2016-2027) Figure 25. Europe Data Access Management Software Market Share by Application (2016-2027) Figure 26. Europe Data Access Management Software Market Share by Country (2016-2027) Figure 27. Germany Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. France Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. U.K. Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. Italy Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Russia Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Nordic Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Asia-Pacific Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Data Access Management Software Market Share by Type (2016-2027) Figure 35. Asia-Pacific Data Access Management Software Market Share by Application (2016-2027) Figure 36. Asia-Pacific Data Access Management Software Market Share by Region (2016-2027) Figure 37. China Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Japan Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. South Korea Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Southeast Asia Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. India Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Australia Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Latin America Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Data Access Management Software Market Share by Type (2016-2027) Figure 45. Latin America Data Access Management Software Market Share by Application (2016-2027) Figure 46. Latin America Data Access Management Software Market Share by Country (2016-2027) Figure 47. Mexico Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Brazil Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Middle East & Africa Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Data Access Management Software Market Share by Type (2016-2027) Figure 51. Middle East & Africa Data Access Management Software Market Share by Application (2016-2027) Figure 52. Middle East & Africa Data Access Management Software Market Share by Country (2016-2027) Figure 53. Turkey Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Saudi Arabia Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. UAE Data Access Management Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Solarwinds Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 57. SailPoint Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 58. Cyral Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 59. Microsoft Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 60. IBM Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 61. SAP Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 62. Ping Identity Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 63. Okta Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 64. ForgeRock Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 65. Akamai Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 66. SAS Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 67. NetApp Revenue Growth Rate in Data Access Management Software Business (2016-2021) Figure 68. Bottom-up and Top-down Approaches for This Report Figure 69. Data Triangulation Figure 70. Key Executives Interviewed

Solarwinds SailPoint Cyral Microsoft IBM SAP Ping Identity Okta ForgeRock Akamai SAS NetApp