1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Data-driven Retail Solution Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Solution 1.2.3 Services 1.3 Market by Application 1.3.1 Global Data-driven Retail Solution Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 SMEs 1.3.3 Large Enterprises 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Data-driven Retail Solution Market Perspective (2016-2027) 2.2 Data-driven Retail Solution Growth Trends by Regions 2.2.1 Data-driven Retail Solution Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Data-driven Retail Solution Historic Market Share by Regions (2016-2021) 2.2.3 Data-driven Retail Solution Forecasted Market Size by Regions (2022-2027) 2.3 Data-driven Retail Solution Industry Dynamic 2.3.1 Data-driven Retail Solution Market Trends 2.3.2 Data-driven Retail Solution Market Drivers 2.3.3 Data-driven Retail Solution Market Challenges 2.3.4 Data-driven Retail Solution Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Data-driven Retail Solution Players by Revenue 3.1.1 Global Top Data-driven Retail Solution Players by Revenue (2016-2021) 3.1.2 Global Data-driven Retail Solution Revenue Market Share by Players (2016-2021) 3.2 Global Data-driven Retail Solution Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Data-driven Retail Solution Revenue 3.4 Global Data-driven Retail Solution Market Concentration Ratio 3.4.1 Global Data-driven Retail Solution Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Data-driven Retail Solution Revenue in 2020 3.5 Data-driven Retail Solution Key Players Head office and Area Served 3.6 Key Players Data-driven Retail Solution Product Solution and Service 3.7 Date of Enter into Data-driven Retail Solution Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Data-driven Retail Solution Breakdown Data by Type 4.1 Global Data-driven Retail Solution Historic Market Size by Type (2016-2021) 4.2 Global Data-driven Retail Solution Forecasted Market Size by Type (2022-2027) 5 Data-driven Retail Solution Breakdown Data by Application 5.1 Global Data-driven Retail Solution Historic Market Size by Application (2016-2021) 5.2 Global Data-driven Retail Solution Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Data-driven Retail Solution Market Size (2016-2027) 6.2 North America Data-driven Retail Solution Market Size by Type 6.2.1 North America Data-driven Retail Solution Market Size by Type (2016-2021) 6.2.2 North America Data-driven Retail Solution Market Size by Type (2022-2027) 6.2.3 North America Data-driven Retail Solution Market Size by Type (2016-2027) 6.3 North America Data-driven Retail Solution Market Size by Application 6.3.1 North America Data-driven Retail Solution Market Size by Application (2016-2021) 6.3.2 North America Data-driven Retail Solution Market Size by Application (2022-2027) 6.3.3 North America Data-driven Retail Solution Market Size by Application (2016-2027) 6.4 North America Data-driven Retail Solution Market Size by Country 6.4.1 North America Data-driven Retail Solution Market Size by Country (2016-2021) 6.4.2 North America Data-driven Retail Solution Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Data-driven Retail Solution Market Size (2016-2027) 7.2 Europe Data-driven Retail Solution Market Size by Type 7.2.1 Europe Data-driven Retail Solution Market Size by Type (2016-2021) 7.2.2 Europe Data-driven Retail Solution Market Size by Type (2022-2027) 7.2.3 Europe Data-driven Retail Solution Market Size by Type (2016-2027) 7.3 Europe Data-driven Retail Solution Market Size by Application 7.3.1 Europe Data-driven Retail Solution Market Size by Application (2016-2021) 7.3.2 Europe Data-driven Retail Solution Market Size by Application (2022-2027) 7.3.3 Europe Data-driven Retail Solution Market Size by Application (2016-2027) 7.4 Europe Data-driven Retail Solution Market Size by Country 7.4.1 Europe Data-driven Retail Solution Market Size by Country (2016-2021) 7.4.2 Europe Data-driven Retail Solution 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-driven Retail Solution Market Size (2016-2027) 8.2 Asia-Pacific Data-driven Retail Solution Market Size by Type 8.2.1 Asia-Pacific Data-driven Retail Solution Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Data-driven Retail Solution Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Data-driven Retail Solution Market Size by Type (2016-2027) 8.3 Asia-Pacific Data-driven Retail Solution Market Size by Application 8.3.1 Asia-Pacific Data-driven Retail Solution Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Data-driven Retail Solution Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Data-driven Retail Solution Market Size by Application (2016-2027) 8.4 Asia-Pacific Data-driven Retail Solution Market Size by Region 8.4.1 Asia-Pacific Data-driven Retail Solution Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Data-driven Retail Solution 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-driven Retail Solution Market Size (2016-2027) 9.2 Latin America Data-driven Retail Solution Market Size by Type 9.2.1 Latin America Data-driven Retail Solution Market Size by Type (2016-2021) 9.2.2 Latin America Data-driven Retail Solution Market Size by Type (2022-2027) 9.2.3 Latin America Data-driven Retail Solution Market Size by Type (2016-2027) 9.3 Latin America Data-driven Retail Solution Market Size by Application 9.3.1 Latin America Data-driven Retail Solution Market Size by Application (2016-2021) 9.3.2 Latin America Data-driven Retail Solution Market Size by Application (2022-2027) 9.3.3 Latin America Data-driven Retail Solution Market Size by Application (2016-2027) 9.4 Latin America Data-driven Retail Solution Market Size by Country 9.4.1 Latin America Data-driven Retail Solution Market Size by Country (2016-2021) 9.4.2 Latin America Data-driven Retail Solution Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Data-driven Retail Solution Market Size (2016-2027) 10.2 Middle East & Africa Data-driven Retail Solution Market Size by Type 10.2.1 Middle East & Africa Data-driven Retail Solution Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Data-driven Retail Solution Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Data-driven Retail Solution Market Size by Type (2016-2027) 10.3 Middle East & Africa Data-driven Retail Solution Market Size by Application 10.3.1 Middle East & Africa Data-driven Retail Solution Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Data-driven Retail Solution Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Data-driven Retail Solution Market Size by Application (2016-2027) 10.4 Middle East & Africa Data-driven Retail Solution Market Size by Country 10.4.1 Middle East & Africa Data-driven Retail Solution Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Data-driven Retail Solution 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 ActionIQ 11.1.1 ActionIQ Company Details 11.1.2 ActionIQ Business Overview 11.1.3 ActionIQ Data-driven Retail Solution Introduction 11.1.4 ActionIQ Revenue in Data-driven Retail Solution Business (2016-2021) 11.1.5 ActionIQ Recent Development 11.2 Data Driven Solutions (DDS) 11.2.1 Data Driven Solutions (DDS) Company Details 11.2.2 Data Driven Solutions (DDS) Business Overview 11.2.3 Data Driven Solutions (DDS) Data-driven Retail Solution Introduction 11.2.4 Data Driven Solutions (DDS) Revenue in Data-driven Retail Solution Business (2016-2021) 11.2.5 Data Driven Solutions (DDS) Recent Development 11.3 Solix Technologies 11.3.1 Solix Technologies Company Details 11.3.2 Solix Technologies Business Overview 11.3.3 Solix Technologies Data-driven Retail Solution Introduction 11.3.4 Solix Technologies Revenue in Data-driven Retail Solution Business (2016-2021) 11.3.5 Solix Technologies Recent Development 11.4 Hitachi Vantara Corporation 11.4.1 Hitachi Vantara Corporation Company Details 11.4.2 Hitachi Vantara Corporation Business Overview 11.4.3 Hitachi Vantara Corporation Data-driven Retail Solution Introduction 11.4.4 Hitachi Vantara Corporation Revenue in Data-driven Retail Solution Business (2016-2021) 11.4.5 Hitachi Vantara Corporation Recent Development 11.5 Sisense 11.5.1 Sisense Company Details 11.5.2 Sisense Business Overview 11.5.3 Sisense Data-driven Retail Solution Introduction 11.5.4 Sisense Revenue in Data-driven Retail Solution Business (2016-2021) 11.5.5 Sisense Recent Development 11.6 DecisionMines 11.6.1 DecisionMines Company Details 11.6.2 DecisionMines Business Overview 11.6.3 DecisionMines Data-driven Retail Solution Introduction 11.6.4 DecisionMines Revenue in Data-driven Retail Solution Business (2016-2021) 11.6.5 DecisionMines Recent Development 11.7 Data Axle 11.7.1 Data Axle Company Details 11.7.2 Data Axle Business Overview 11.7.3 Data Axle Data-driven Retail Solution Introduction 11.7.4 Data Axle Revenue in Data-driven Retail Solution Business (2016-2021) 11.7.5 Data Axle Recent Development 11.8 Neustar 11.8.1 Neustar Company Details 11.8.2 Neustar Business Overview 11.8.3 Neustar Data-driven Retail Solution Introduction 11.8.4 Neustar Revenue in Data-driven Retail Solution Business (2016-2021) 11.8.5 Neustar Recent Development 11.9 Infogroup 11.9.1 Infogroup Company Details 11.9.2 Infogroup Business Overview 11.9.3 Infogroup Data-driven Retail Solution Introduction 11.9.4 Infogroup Revenue in Data-driven Retail Solution Business (2016-2021) 11.9.5 Infogroup Recent Development 11.10 Oracle Corporation 11.10.1 Oracle Corporation Company Details 11.10.2 Oracle Corporation Business Overview 11.10.3 Oracle Corporation Data-driven Retail Solution Introduction 11.10.4 Oracle Corporation Revenue in Data-driven Retail Solution Business (2016-2021) 11.10.5 Oracle Corporation Recent Development 11.11 Tata Consultancy Services Limited 11.11.1 Tata Consultancy Services Limited Company Details 11.11.2 Tata Consultancy Services Limited Business Overview 11.11.3 Tata Consultancy Services Limited Data-driven Retail Solution Introduction 11.11.4 Tata Consultancy Services Limited Revenue in Data-driven Retail Solution Business (2016-2021) 11.11.5 Tata Consultancy Services Limited Recent Development 11.12 Microsoft Corporation 11.12.1 Microsoft Corporation Company Details 11.12.2 Microsoft Corporation Business Overview 11.12.3 Microsoft Corporation Data-driven Retail Solution Introduction 11.12.4 Microsoft Corporation Revenue in Data-driven Retail Solution Business (2016-2021) 11.12.5 Microsoft Corporation Recent Development 11.13 Silentale 11.13.1 Silentale Company Details 11.13.2 Silentale Business Overview 11.13.3 Silentale Data-driven Retail Solution Introduction 11.13.4 Silentale Revenue in Data-driven Retail Solution Business (2016-2021) 11.13.5 Silentale Recent Development 11.14 Wipro Limited 11.14.1 Wipro Limited Company Details 11.14.2 Wipro Limited Business Overview 11.14.3 Wipro Limited Data-driven Retail Solution Introduction 11.14.4 Wipro Limited Revenue in Data-driven Retail Solution Business (2016-2021) 11.14.5 Wipro Limited Recent Development 11.15 IBM Corporation 11.15.1 IBM Corporation Company Details 11.15.2 IBM Corporation Business Overview 11.15.3 IBM Corporation Data-driven Retail Solution Introduction 11.15.4 IBM Corporation Revenue in Data-driven Retail Solution Business (2016-2021) 11.15.5 IBM Corporation 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-driven Retail Solution Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Solution Table 3. Key Players of Services Table 4. Global Data-driven Retail Solution Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Data-driven Retail Solution Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Data-driven Retail Solution Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Data-driven Retail Solution Market Share by Regions (2016-2021) Table 8. Global Data-driven Retail Solution Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Data-driven Retail Solution Market Share by Regions (2022-2027) Table 10. Data-driven Retail Solution Market Trends Table 11. Data-driven Retail Solution Market Drivers Table 12. Data-driven Retail Solution Market Challenges Table 13. Data-driven Retail Solution Market Restraints Table 14. Global Data-driven Retail Solution Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Data-driven Retail Solution Market Share by Players (2016-2021) Table 16. Global Top Data-driven Retail Solution Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data-driven Retail Solution as of 2020) Table 17. Ranking of Global Top Data-driven Retail Solution Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Data-driven Retail Solution Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Data-driven Retail Solution Product Solution and Service Table 21. Date of Enter into Data-driven Retail Solution Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 24. Global Data-driven Retail Solution Revenue Market Share by Type (2016-2021) Table 25. Global Data-driven Retail Solution Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Data-driven Retail Solution Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Data-driven Retail Solution Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Data-driven Retail Solution Revenue Market Share by Application (2016-2021) Table 29. Global Data-driven Retail Solution Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Data-driven Retail Solution Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 32. North America Data-driven Retail Solution Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Data-driven Retail Solution Market Size by Application (2016-2021) (US$ Million) Table 34. North America Data-driven Retail Solution Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Data-driven Retail Solution Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Data-driven Retail Solution Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Data-driven Retail Solution Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Data-driven Retail Solution Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Data-driven Retail Solution Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Data-driven Retail Solution Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Data-driven Retail Solution Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Data-driven Retail Solution Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Data-driven Retail Solution Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Data-driven Retail Solution Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Data-driven Retail Solution Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Data-driven Retail Solution Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Data-driven Retail Solution Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Data-driven Retail Solution Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Data-driven Retail Solution Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Data-driven Retail Solution Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Data-driven Retail Solution Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Data-driven Retail Solution Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Data-driven Retail Solution Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Data-driven Retail Solution Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Data-driven Retail Solution Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Data-driven Retail Solution Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Data-driven Retail Solution Market Size by Country (2022-2027) & (US$ Million) Table 61. ActionIQ Company Details Table 62. ActionIQ Business Overview Table 63. ActionIQ Data-driven Retail Solution Product Table 64. ActionIQ Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 65. ActionIQ Recent Development Table 66. Data Driven Solutions (DDS) Company Details Table 67. Data Driven Solutions (DDS) Business Overview Table 68. Data Driven Solutions (DDS) Data-driven Retail Solution Product Table 69. Data Driven Solutions (DDS) Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 70. Data Driven Solutions (DDS) Recent Development Table 71. Solix Technologies Company Details Table 72. Solix Technologies Business Overview Table 73. Solix Technologies Data-driven Retail Solution Product Table 74. Solix Technologies Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 75. Solix Technologies Recent Development Table 76. Hitachi Vantara Corporation Company Details Table 77. Hitachi Vantara Corporation Business Overview Table 78. Hitachi Vantara Corporation Data-driven Retail Solution Product Table 79. Hitachi Vantara Corporation Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 80. Hitachi Vantara Corporation Recent Development Table 81. Sisense Company Details Table 82. Sisense Business Overview Table 83. Sisense Data-driven Retail Solution Product Table 84. Sisense Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 85. Sisense Recent Development Table 86. DecisionMines Company Details Table 87. DecisionMines Business Overview Table 88. DecisionMines Data-driven Retail Solution Product Table 89. DecisionMines Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 90. DecisionMines Recent Development Table 91. Data Axle Company Details Table 92. Data Axle Business Overview Table 93. Data Axle Data-driven Retail Solution Product Table 94. Data Axle Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 95. Data Axle Recent Development Table 96. Neustar Company Details Table 97. Neustar Business Overview Table 98. Neustar Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 99. Neustar Recent Development Table 100. Infogroup Company Details Table 101. Infogroup Business Overview Table 102. Infogroup Data-driven Retail Solution Product Table 103. Infogroup Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 104. Infogroup Recent Development Table 105. Oracle Corporation Company Details Table 106. Oracle Corporation Business Overview Table 107. Oracle Corporation Data-driven Retail Solution Product Table 108. Oracle Corporation Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 109. Oracle Corporation Recent Development Table 110. Tata Consultancy Services Limited Company Details Table 111. Tata Consultancy Services Limited Business Overview Table 112. Tata Consultancy Services Limited Data-driven Retail Solution Product Table 113. Tata Consultancy Services Limited Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 114. Tata Consultancy Services Limited Recent Development Table 115. Microsoft Corporation Company Details Table 116. Microsoft Corporation Business Overview Table 117. Microsoft Corporation Data-driven Retail Solution Product Table 118. Microsoft Corporation Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 119. Microsoft Corporation Recent Development Table 120. Silentale Company Details Table 121. Silentale Business Overview Table 122. Silentale Data-driven Retail Solution Product Table 123. Silentale Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 124. Silentale Recent Development Table 125. Wipro Limited Company Details Table 126. Wipro Limited Business Overview Table 127. Wipro Limited Data-driven Retail Solution Product Table 128. Wipro Limited Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 129. Wipro Limited Recent Development Table 130. IBM Corporation Company Details Table 131. IBM Corporation Business Overview Table 132. IBM Corporation Data-driven Retail Solution Product Table 133. IBM Corporation Revenue in Data-driven Retail Solution Business (2016-2021) & (US$ Million) Table 134. IBM Corporation Recent Development Table 135. Research Programs/Design for This Report Table 136. Key Data Information from Secondary Sources Table 137. Key Data Information from Primary Sources List of Figures Figure 1. Global Data-driven Retail Solution Market Share by Type: 2020 VS 2027 Figure 2. Solution Features Figure 3. Services Features Figure 4. Global Data-driven Retail Solution Market Share by Application: 2020 VS 2027 Figure 5. SMEs Case Studies Figure 6. Large Enterprises Case Studies Figure 7. Data-driven Retail Solution Report Years Considered Figure 8. Global Data-driven Retail Solution Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 9. Global Data-driven Retail Solution Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 10. Global Data-driven Retail Solution Market Share by Regions: 2020 VS 2027 Figure 11. Global Data-driven Retail Solution Market Share by Regions (2022-2027) Figure 12. Global Data-driven Retail Solution Market Share by Players in 2020 Figure 13. Global Top Data-driven Retail Solution Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Data-driven Retail Solution as of 2020 Figure 14. The Top 10 and 5 Players Market Share by Data-driven Retail Solution Revenue in 2020 Figure 15. Global Data-driven Retail Solution Revenue Market Share by Type (2016-2021) Figure 16. Global Data-driven Retail Solution Revenue Market Share by Type (2022-2027) Figure 17. North America Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 18. North America Data-driven Retail Solution Market Share by Type (2016-2027) Figure 19. North America Data-driven Retail Solution Market Share by Application (2016-2027) Figure 20. North America Data-driven Retail Solution Market Share by Country (2016-2027) Figure 21. United States Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. Canada Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Europe Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Data-driven Retail Solution Market Share by Type (2016-2027) Figure 25. Europe Data-driven Retail Solution Market Share by Application (2016-2027) Figure 26. Europe Data-driven Retail Solution Market Share by Country (2016-2027) Figure 27. Germany Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. France Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. U.K. Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. Italy Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Russia Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Nordic Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Asia-Pacific Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Data-driven Retail Solution Market Share by Type (2016-2027) Figure 35. Asia-Pacific Data-driven Retail Solution Market Share by Application (2016-2027) Figure 36. Asia-Pacific Data-driven Retail Solution Market Share by Region (2016-2027) Figure 37. China Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Japan Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. South Korea Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Southeast Asia Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. India Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Australia Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Latin America Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Data-driven Retail Solution Market Share by Type (2016-2027) Figure 45. Latin America Data-driven Retail Solution Market Share by Application (2016-2027) Figure 46. Latin America Data-driven Retail Solution Market Share by Country (2016-2027) Figure 47. Mexico Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Brazil Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Middle East & Africa Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Data-driven Retail Solution Market Share by Type (2016-2027) Figure 51. Middle East & Africa Data-driven Retail Solution Market Share by Application (2016-2027) Figure 52. Middle East & Africa Data-driven Retail Solution Market Share by Country (2016-2027) Figure 53. Turkey Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Saudi Arabia Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. UAE Data-driven Retail Solution Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. ActionIQ Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 57. Data Driven Solutions (DDS) Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 58. Solix Technologies Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 59. Hitachi Vantara Corporation Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 60. Sisense Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 61. DecisionMines Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 62. Data Axle Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 63. Neustar Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 64. Infogroup Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 65. Oracle Corporation Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 66. Tata Consultancy Services Limited Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 67. Microsoft Corporation Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 68. Silentale Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 69. Wipro Limited Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 70. IBM Corporation Revenue Growth Rate in Data-driven Retail Solution Business (2016-2021) Figure 71. Bottom-up and Top-down Approaches for This Report Figure 72. Data Triangulation Figure 73. Key Executives Interviewed

ActionIQ Data Driven Solutions (DDS) Solix Technologies Hitachi Vantara Corporation Sisense DecisionMines Data Axle Neustar Infogroup Oracle Corporation Tata Consultancy Services Limited Microsoft Corporation Silentale Wipro Limited IBM Corporation