Table of Contents 1 Report Overview 1.1 Study Scope 1.2 Key Market Segments 1.3 Players Covered: Ranking by Data Quality Management Software Revenue 1.4 Market Analysis by Type 1.4.1 Global Data Quality Management Software Market Size Growth Rate by Type: 2020 VS 2026 1.4.2 On-Premises 1.4.3 Cloud Based 1.5 Market by Application 1.5.1 Global Data Quality Management Software Market Share by Application: 2020 VS 2026 1.5.2 BFSI 1.5.3 Telecommunications and IT 1.5.4 Retail and Ecommerce 1.5.5 Healthcare and Life Sciences 1.5.6 Manufacturing 1.5.7 Government 1.5.8 Others 1.6 Study Objectives 1.7 Years Considered 2 Global Growth Trends by Regions 2.1 Data Quality Management Software Market Perspective (2015-2026) 2.2 Data Quality Management Software Growth Trends by Regions 2.2.1 Data Quality Management Software Market Size by Regions: 2015 VS 2020 VS 2026 2.2.2 Data Quality Management Software Historic Market Share by Regions (2015-2020) 2.2.3 Data Quality Management Software Forecasted Market Size by Regions (2021-2026) 2.3 Industry Trends and Growth Strategy 2.3.1 Market Top Trends 2.3.2 Market Drivers 2.3.3 Market Challenges 2.3.4 Porter’s Five Forces Analysis 2.3.5 Data Quality Management Software Market Growth Strategy 2.3.6 Primary Interviews with Key Data Quality Management Software Players (Opinion Leaders) 3 Competition Landscape by Key Players 3.1 Global Top Data Quality Management Software Players by Market Size 3.1.1 Global Top Data Quality Management Software Players by Revenue (2015-2020) 3.1.2 Global Data Quality Management Software Revenue Market Share by Players (2015-2020) 3.1.3 Global Data Quality Management Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.2 Global Data Quality Management Software Market Concentration Ratio 3.2.1 Global Data Quality Management Software Market Concentration Ratio (CR5 and HHI) 3.2.2 Global Top 10 and Top 5 Companies by Data Quality Management Software Revenue in 2019 3.3 Data Quality Management Software Key Players Head office and Area Served 3.4 Key Players Data Quality Management Software Product Solution and Service 3.5 Date of Enter into Data Quality Management Software Market 3.6 Mergers & Acquisitions, Expansion Plans 4 Breakdown Data by Type (2015-2026) 4.1 Global Data Quality Management Software Historic Market Size by Type (2015-2020) 4.2 Global Data Quality Management Software Forecasted Market Size by Type (2021-2026) 5 Data Quality Management Software Breakdown Data by Application (2015-2026) 5.1 Global Data Quality Management Software Market Size by Application (2015-2020) 5.2 Global Data Quality Management Software Forecasted Market Size by Application (2021-2026) 6 North America 6.1 North America Data Quality Management Software Market Size (2015-2020) 6.2 Data Quality Management Software Key Players in North America (2019-2020) 6.3 North America Data Quality Management Software Market Size by Type (2015-2020) 6.4 North America Data Quality Management Software Market Size by Application (2015-2020) 7 Europe 7.1 Europe Data Quality Management Software Market Size (2015-2020) 7.2 Data Quality Management Software Key Players in Europe (2019-2020) 7.3 Europe Data Quality Management Software Market Size by Type (2015-2020) 7.4 Europe Data Quality Management Software Market Size by Application (2015-2020) 8 China 8.1 China Data Quality Management Software Market Size (2015-2020) 8.2 Data Quality Management Software Key Players in China (2019-2020) 8.3 China Data Quality Management Software Market Size by Type (2015-2020) 8.4 China Data Quality Management Software Market Size by Application (2015-2020) 9 Japan 9.1 Japan Data Quality Management Software Market Size (2015-2020) 9.2 Data Quality Management Software Key Players in Japan (2019-2020) 9.3 Japan Data Quality Management Software Market Size by Type (2015-2020) 9.4 Japan Data Quality Management Software Market Size by Application (2015-2020) 10 Southeast Asia 10.1 Southeast Asia Data Quality Management Software Market Size (2015-2020) 10.2 Data Quality Management Software Key Players in Southeast Asia (2019-2020) 10.3 Southeast Asia Data Quality Management Software Market Size by Type (2015-2020) 10.4 Southeast Asia Data Quality Management Software Market Size by Application (2015-2020) 11 India 11.1 India Data Quality Management Software Market Size (2015-2020) 11.2 Data Quality Management Software Key Players in India (2019-2020) 11.3 India Data Quality Management Software Market Size by Type (2015-2020) 11.4 India Data Quality Management Software Market Size by Application (2015-2020) 12 Central & South America 12.1 Central & South America Data Quality Management Software Market Size (2015-2020) 12.2 Data Quality Management Software Key Players in Central & South America (2019-2020) 12.3 Central & South America Data Quality Management Software Market Size by Type (2015-2020) 12.4 Central & South America Data Quality Management Software Market Size by Application (2015-2020) 13Key Players Profiles 13.1 IBM 13.1.1 IBM Company Details 13.1.2 IBM Business Overview and Its Total Revenue 13.1.3 IBM Data Quality Management Software Introduction 13.1.4 IBM Revenue in Data Quality Management Software Business (2015-2020)) 13.1.5 IBM Recent Development 13.2 Informatica 13.2.1 Informatica Company Details 13.2.2 Informatica Business Overview and Its Total Revenue 13.2.3 Informatica Data Quality Management Software Introduction 13.2.4 Informatica Revenue in Data Quality Management Software Business (2015-2020) 13.2.5 Informatica Recent Development 13.3 Oracle 13.3.1 Oracle Company Details 13.3.2 Oracle Business Overview and Its Total Revenue 13.3.3 Oracle Data Quality Management Software Introduction 13.3.4 Oracle Revenue in Data Quality Management Software Business (2015-2020) 13.3.5 Oracle Recent Development 13.4 SAP 13.4.1 SAP Company Details 13.4.2 SAP Business Overview and Its Total Revenue 13.4.3 SAP Data Quality Management Software Introduction 13.4.4 SAP Revenue in Data Quality Management Software Business (2015-2020) 13.4.5 SAP Recent Development 13.5 SAS Institute 13.5.1 SAS Institute Company Details 13.5.2 SAS Institute Business Overview and Its Total Revenue 13.5.3 SAS Institute Data Quality Management Software Introduction 13.5.4 SAS Institute Revenue in Data Quality Management Software Business (2015-2020) 13.5.5 SAS Institute Recent Development 13.6 Talend 13.6.1 Talend Company Details 13.6.2 Talend Business Overview and Its Total Revenue 13.6.3 Talend Data Quality Management Software Introduction 13.6.4 Talend Revenue in Data Quality Management Software Business (2015-2020) 13.6.5 Talend Recent Development 13.7 Syncsort 13.7.1 Syncsort Company Details 13.7.2 Syncsort Business Overview and Its Total Revenue 13.7.3 Syncsort Data Quality Management Software Introduction 13.7.4 Syncsort Revenue in Data Quality Management Software Business (2015-2020) 13.7.5 Syncsort Recent Development 13.8 Experian 13.8.1 Experian Company Details 13.8.2 Experian Business Overview and Its Total Revenue 13.8.3 Experian Data Quality Management Software Introduction 13.8.4 Experian Revenue in Data Quality Management Software Business (2015-2020) 13.8.5 Experian Recent Development 13.9 Information Builders 13.9.1 Information Builders Company Details 13.9.2 Information Builders Business Overview and Its Total Revenue 13.9.3 Information Builders Data Quality Management Software Introduction 13.9.4 Information Builders Revenue in Data Quality Management Software Business (2015-2020) 13.9.5 Information Builders Recent Development 13.10 Pitney Bowes 13.10.1 Pitney Bowes Company Details 13.10.2 Pitney Bowes Business Overview and Its Total Revenue 13.10.3 Pitney Bowes Data Quality Management Software Introduction 13.10.4 Pitney Bowes Revenue in Data Quality Management Software Business (2015-2020) 13.10.5 Pitney Bowes Recent Development 13.11 Microsoft 10.11.1 Microsoft Company Details 10.11.2 Microsoft Business Overview and Its Total Revenue 10.11.3 Microsoft Data Quality Management Software Introduction 10.11.4 Microsoft Revenue in Data Quality Management Software Business (2015-2020) 10.11.5 Microsoft Recent Development 13.12 Ataccama 10.12.1 Ataccama Company Details 10.12.2 Ataccama Business Overview and Its Total Revenue 10.12.3 Ataccama Data Quality Management Software Introduction 10.12.4 Ataccama Revenue in Data Quality Management Software Business (2015-2020) 10.12.5 Ataccama Recent Development 13.13 MIOsoft 10.13.1 MIOsoft Company Details 10.13.2 MIOsoft Business Overview and Its Total Revenue 10.13.3 MIOsoft Data Quality Management Software Introduction 10.13.4 MIOsoft Revenue in Data Quality Management Software Business (2015-2020) 10.13.5 MIOsoft Recent Development 13.14 Alteryx 10.14.1 Alteryx Company Details 10.14.2 Alteryx Business Overview and Its Total Revenue 10.14.3 Alteryx Data Quality Management Software Introduction 10.14.4 Alteryx Revenue in Data Quality Management Software Business (2015-2020) 10.14.5 Alteryx Recent Development 13.15 BackOffice Associates 10.15.1 BackOffice Associates Company Details 10.15.2 BackOffice Associates Business Overview and Its Total Revenue 10.15.3 BackOffice Associates Data Quality Management Software Introduction 10.15.4 BackOffice Associates Revenue in Data Quality Management Software Business (2015-2020) 10.15.5 BackOffice Associates Recent Development 13.16 Innovative Systems 10.16.1 Innovative Systems Company Details 10.16.2 Innovative Systems Business Overview and Its Total Revenue 10.16.3 Innovative Systems Data Quality Management Software Introduction 10.16.4 Innovative Systems Revenue in Data Quality Management Software Business (2015-2020) 10.16.5 Innovative Systems Recent Development 13.17 RedPoint Global 10.17.1 RedPoint Global Company Details 10.17.2 RedPoint Global Business Overview and Its Total Revenue 10.17.3 RedPoint Global Data Quality Management Software Introduction 10.17.4 RedPoint Global Revenue in Data Quality Management Software Business (2015-2020) 10.17.5 RedPoint Global Recent Development 13.18 EnterWorks (Winshuttle) 10.18.1 EnterWorks (Winshuttle) Company Details 10.18.2 EnterWorks (Winshuttle) Business Overview and Its Total Revenue 10.18.3 EnterWorks (Winshuttle) Data Quality Management Software Introduction 10.18.4 EnterWorks (Winshuttle) Revenue in Data Quality Management Software Business (2015-2020) 10.18.5 EnterWorks (Winshuttle) Recent Development 14Analyst's Viewpoints/Conclusions 15Appendix 15.1 Research Methodology 15.1.1 Methodology/Research Approach 15.1.2 Data Source 15.2 Disclaimer 15.3 Author Details

List of Tables Table 1. Data Quality Management Software Key Market Segments Table 2. Key Players Covered: Ranking by Data Quality Management Software Revenue Table 3. Ranking of Global Top Data Quality Management Software Manufacturers by Revenue (US$ Million) in 2019 Table 4. Global Data Quality Management Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2026 Table 5. Key Players of On-Premises Table 6. Key Players of Cloud Based Table 7. Global Data Quality Management Software Market Size Growth by Application (US$ Million): 2020 VS 2026 Table 8. Global Data Quality Management Software Market Size by Regions (US$ Million): 2020 VS 2026 Table 9. Global Data Quality Management Software Market Size by Regions (2015-2020) (US$ Million) Table 10. Global Data Quality Management Software Market Share by Regions (2015-2020) Table 11. Global Data Quality Management Software Forecasted Market Size by Regions (2021-2026) (US$ Million) Table 12. Global Data Quality Management Software Market Share by Regions (2021-2026) Table 13. Market Top Trends Table 14. Key Drivers: Impact Analysis Table 15. Key Challenges Table 16. Data Quality Management Software Market Growth Strategy Table 17. Main Points Interviewed from Key Data Quality Management Software Players Table 18. Global Data Quality Management Software Revenue by Players (2015-2020) (Million US$) Table 19. Global Data Quality Management Software Market Share by Players (2015-2020) Table 20. Global Top Data Quality Management Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Quality Management Software as of 2019) Table 21. Global Data Quality Management Software by Players Market Concentration Ratio (CR5 and HHI) Table 22. Key Players Headquarters and Area Served Table 23. Key Players Data Quality Management Software Product Solution and Service Table 24. Date of Enter into Data Quality Management Software Market Table 25. Mergers & Acquisitions, Expansion Plans Table 26. Global Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 27. Global Data Quality Management Software Market Size Share by Type (2015-2020) Table 28. Global Data Quality Management Software Revenue Market Share by Type (2021-2026) Table 29. Global Data Quality Management Software Market Size Share by Application (2015-2020) Table 30. Global Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 31. Global Data Quality Management Software Market Size Share by Application (2021-2026) Table 32. North America Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 33. North America Key Players Data Quality Management Software Market Share (2019-2020) Table 34. North America Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 35. North America Data Quality Management Software Market Share by Type (2015-2020) Table 36. North America Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 37. North America Data Quality Management Software Market Share by Application (2015-2020) Table 38. Europe Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 39. Europe Key Players Data Quality Management Software Market Share (2019-2020) Table 40. Europe Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 41. Europe Data Quality Management Software Market Share by Type (2015-2020) Table 42. Europe Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 43. Europe Data Quality Management Software Market Share by Application (2015-2020) Table 44. China Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 45. China Key Players Data Quality Management Software Market Share (2019-2020) Table 46. China Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 47. China Data Quality Management Software Market Share by Type (2015-2020) Table 48. China Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 49. China Data Quality Management Software Market Share by Application (2015-2020) Table 50. Japan Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 51. Japan Key Players Data Quality Management Software Market Share (2019-2020) Table 52. Japan Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 53. Japan Data Quality Management Software Market Share by Type (2015-2020) Table 54. Japan Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 55. Japan Data Quality Management Software Market Share by Application (2015-2020) Table 56. Southeast Asia Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 57. Southeast Asia Key Players Data Quality Management Software Market Share (2019-2020) Table 58. Southeast Asia Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 59. Southeast Asia Data Quality Management Software Market Share by Type (2015-2020) Table 60. Southeast Asia Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 61. Southeast Asia Data Quality Management Software Market Share by Application (2015-2020) Table 62. India Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 63. India Key Players Data Quality Management Software Market Share (2019-2020) Table 64. India Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 65. India Data Quality Management Software Market Share by Type (2015-2020) Table 66. India Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 67. India Data Quality Management Software Market Share by Application (2015-2020) Table 68. Central & South America Key Players Data Quality Management Software Revenue (2019-2020) (Million US$) Table 69. Central & South America Key Players Data Quality Management Software Market Share (2019-2020) Table 70. Central & South America Data Quality Management Software Market Size by Type (2015-2020) (Million US$) Table 71. Central & South America Data Quality Management Software Market Share by Type (2015-2020) Table 72. Central & South America Data Quality Management Software Market Size by Application (2015-2020) (Million US$) Table 73. Central & South America Data Quality Management Software Market Share by Application (2015-2020) Table 74. IBM Company Details Table 75. IBM Business Overview Table 76. IBM Product Table 77. IBM Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 78. IBM Recent Development Table 79. Informatica Company Details Table 80. Informatica Business Overview Table 81. Informatica Product Table 82. Informatica Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 83. Informatica Recent Development Table 84. Oracle Company Details Table 85. Oracle Business Overview Table 86. Oracle Product Table 87. Oracle Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 88. Oracle Recent Development Table 89. SAP Company Details Table 90. SAP Business Overview Table 91. SAP Product Table 92. SAP Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 93. SAP Recent Development Table 94. SAS Institute Company Details Table 95. SAS Institute Business Overview Table 96. SAS Institute Product Table 97. SAS Institute Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 98. SAS Institute Recent Development Table 99. Talend Company Details Table 100. Talend Business Overview Table 101. Talend Product Table 102. Talend Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 103. Talend Recent Development Table 104. Syncsort Company Details Table 105. Syncsort Business Overview Table 106. Syncsort Product Table 107. Syncsort Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 108. Syncsort Recent Development Table 109. Experian Business Overview Table 110. Experian Product Table 111. Experian Company Details Table 112. Experian Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 113. Experian Recent Development Table 114. Information Builders Company Details Table 115. Information Builders Business Overview Table 116. Information Builders Product Table 117. Information Builders Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 118. Information Builders Recent Development Table 119. Pitney Bowes Company Details Table 120. Pitney Bowes Business Overview Table 121. Pitney Bowes Product Table 122. Pitney Bowes Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 123. Pitney Bowes Recent Development Table 124. Microsoft Company Details Table 125. Microsoft Business Overview Table 126. Microsoft Product Table 127. Microsoft Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 128. Microsoft Recent Development Table 129. Ataccama Company Details Table 130. Ataccama Business Overview Table 131. Ataccama Product Table 132. Ataccama Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 133. Ataccama Recent Development Table 134. MIOsoft Company Details Table 135. MIOsoft Business Overview Table 136. MIOsoft Product Table 137. MIOsoft Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 138. MIOsoft Recent Development Table 139. Alteryx Company Details Table 140. Alteryx Business Overview Table 141. Alteryx Product Table 142. Alteryx Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 143. Alteryx Recent Development Table 144. BackOffice Associates Company Details Table 145. BackOffice Associates Business Overview Table 146. BackOffice Associates Product Table 147. BackOffice Associates Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 148. BackOffice Associates Recent Development Table 149. Innovative Systems Company Details Table 150. Innovative Systems Business Overview Table 151. Innovative Systems Product Table 152. Innovative Systems Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 153. Innovative Systems Recent Development Table 154. RedPoint Global Company Details Table 155. RedPoint Global Business Overview Table 156. RedPoint Global Product Table 157. RedPoint Global Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 158. RedPoint Global Recent Development Table 159. EnterWorks (Winshuttle) Company Details Table 160. EnterWorks (Winshuttle) Business Overview Table 161. EnterWorks (Winshuttle) Product Table 162. EnterWorks (Winshuttle) Revenue in Data Quality Management Software Business (2015-2020) (Million US$) Table 163. EnterWorks (Winshuttle) Recent Development Table 164. Research Programs/Design for This Report Table 165. Key Data Information from Secondary Sources Table 166. Key Data Information from Primary Sources List of Figures Figure 1. Global Data Quality Management Software Market Share by Type: 2020 VS 2026 Figure 2. On-Premises Features Figure 3. Cloud Based Features Figure 4. Global Data Quality Management Software Market Share by Application: 2020 VS 2026 Figure 5. BFSI Case Studies Figure 6. Telecommunications and IT Case Studies Figure 7. Retail and Ecommerce Case Studies Figure 8. Healthcare and Life Sciences Case Studies Figure 9. Manufacturing Case Studies Figure 10. Government Case Studies Figure 11. Others Case Studies Figure 12. Data Quality Management Software Report Years Considered Figure 13. Global Data Quality Management Software Market Size YoY Growth 2015-2026 (US$ Million) Figure 14. Global Data Quality Management Software Market Share by Regions: 2020 VS 2026 Figure 15. Global Data Quality Management Software Market Share by Regions (2021-2026) Figure 16. Porter's Five Forces Analysis Figure 17. Global Data Quality Management Software Market Share by Players in 2019 Figure 18. Global Top Data Quality Management Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data Quality Management Software as of 2019 Figure 19. The Top 10 and 5 Players Market Share by Data Quality Management Software Revenue in 2019 Figure 20. North America Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 21. Europe Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 22. China Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 23. Japan Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 24. Southeast Asia Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 25. India Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 26. Central & South America Data Quality Management Software Market Size YoY Growth (2015-2020) (Million US$) Figure 27. IBM Total Revenue (US$ Million): 2019 Compared with 2018 Figure 28. IBM Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 29. Informatica Total Revenue (US$ Million): 2019 Compared with 2018 Figure 30. Informatica Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 31. Oracle Total Revenue (US$ Million): 2019 Compared with 2018 Figure 32. Oracle Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 33. SAP Total Revenue (US$ Million): 2019 Compared with 2018 Figure 34. SAP Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 35. SAS Institute Total Revenue (US$ Million): 2019 Compared with 2018 Figure 36. SAS Institute Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 37. Talend Total Revenue (US$ Million): 2019 Compared with 2018 Figure 38. Talend Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 39. Syncsort Total Revenue (US$ Million): 2019 Compared with 2018 Figure 40. Syncsort Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 41. Experian Total Revenue (US$ Million): 2019 Compared with 2018 Figure 42. Experian Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 43. Information Builders Total Revenue (US$ Million): 2019 Compared with 2018 Figure 44. Information Builders Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 45. Pitney Bowes Total Revenue (US$ Million): 2019 Compared with 2018 Figure 46. Pitney Bowes Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 47. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018 Figure 48. Microsoft Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 49. Ataccama Total Revenue (US$ Million): 2019 Compared with 2018 Figure 50. Ataccama Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 51. MIOsoft Total Revenue (US$ Million): 2019 Compared with 2018 Figure 52. MIOsoft Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 53. Alteryx Total Revenue (US$ Million): 2019 Compared with 2018 Figure 54. Alteryx Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 55. BackOffice Associates Total Revenue (US$ Million): 2019 Compared with 2018 Figure 56. BackOffice Associates Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 57. Innovative Systems Total Revenue (US$ Million): 2019 Compared with 2018 Figure 58. Innovative Systems Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 59. RedPoint Global Total Revenue (US$ Million): 2019 Compared with 2018 Figure 60. RedPoint Global Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 61. EnterWorks (Winshuttle) Total Revenue (US$ Million): 2019 Compared with 2018 Figure 62. EnterWorks (Winshuttle) Revenue Growth Rate in Data Quality Management Software Business (2015-2020) Figure 63. Bottom-up and Top-down Approaches for This Report Figure 64. Data Triangulation Figure 65. Key Executives Interviewed

IBM Informatica Oracle SAP SAS Institute Talend Syncsort Experian Information Builders Pitney Bowes Microsoft Ataccama MIOsoft Alteryx BackOffice Associates Innovative Systems RedPoint Global EnterWorks (Winshuttle)