1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Spend Analytics Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Predictive 1.2.3 Prescriptive 1.2.4 Descriptive 1.3 Market by Application 1.3.1 Global Spend Analytics Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Financial management 1.3.3 Risk management 1.3.4 Governance and compliance management 1.3.5 Supplier sourcing and performance management 1.3.6 Demand and supply forecasting 1.3.7 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Spend Analytics Market Perspective (2016-2027) 2.2 Spend Analytics Growth Trends by Regions 2.2.1 Spend Analytics Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Spend Analytics Historic Market Share by Regions (2016-2021) 2.2.3 Spend Analytics Forecasted Market Size by Regions (2022-2027) 2.3 Spend Analytics Industry Dynamic 2.3.1 Spend Analytics Market Trends 2.3.2 Spend Analytics Market Drivers 2.3.3 Spend Analytics Market Challenges 2.3.4 Spend Analytics Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Spend Analytics Players by Revenue 3.1.1 Global Top Spend Analytics Players by Revenue (2016-2021) 3.1.2 Global Spend Analytics Revenue Market Share by Players (2016-2021) 3.2 Global Spend Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Spend Analytics Revenue 3.4 Global Spend Analytics Market Concentration Ratio 3.4.1 Global Spend Analytics Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Spend Analytics Revenue in 2020 3.5 Spend Analytics Key Players Head office and Area Served 3.6 Key Players Spend Analytics Product Solution and Service 3.7 Date of Enter into Spend Analytics Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Spend Analytics Breakdown Data by Type 4.1 Global Spend Analytics Historic Market Size by Type (2016-2021) 4.2 Global Spend Analytics Forecasted Market Size by Type (2022-2027) 5 Spend Analytics Breakdown Data by Application 5.1 Global Spend Analytics Historic Market Size by Application (2016-2021) 5.2 Global Spend Analytics Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Spend Analytics Market Size (2016-2027) 6.2 North America Spend Analytics Market Size by Type 6.2.1 North America Spend Analytics Market Size by Type (2016-2021) 6.2.2 North America Spend Analytics Market Size by Type (2022-2027) 6.2.3 North America Spend Analytics Market Size by Type (2016-2027) 6.3 North America Spend Analytics Market Size by Application 6.3.1 North America Spend Analytics Market Size by Application (2016-2021) 6.3.2 North America Spend Analytics Market Size by Application (2022-2027) 6.3.3 North America Spend Analytics Market Size by Application (2016-2027) 6.4 North America Spend Analytics Market Size by Country 6.4.1 North America Spend Analytics Market Size by Country (2016-2021) 6.4.2 North America Spend Analytics Market Size by Country (2022-2027) 6.4.3 United States 6.4.3 Canada 7 Europe 7.1 Europe Spend Analytics Market Size (2016-2027) 7.2 Europe Spend Analytics Market Size by Type 7.2.1 Europe Spend Analytics Market Size by Type (2016-2021) 7.2.2 Europe Spend Analytics Market Size by Type (2022-2027) 7.2.3 Europe Spend Analytics Market Size by Type (2016-2027) 7.3 Europe Spend Analytics Market Size by Application 7.3.1 Europe Spend Analytics Market Size by Application (2016-2021) 7.3.2 Europe Spend Analytics Market Size by Application (2022-2027) 7.3.3 Europe Spend Analytics Market Size by Application (2016-2027) 7.4 Europe Spend Analytics Market Size by Country 7.4.1 Europe Spend Analytics Market Size by Country (2016-2021) 7.4.2 Europe Spend Analytics 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 Spend Analytics Market Size (2016-2027) 8.2 Asia-Pacific Spend Analytics Market Size by Type 8.2.1 Asia-Pacific Spend Analytics Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Spend Analytics Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Spend Analytics Market Size by Type (2016-2027) 8.3 Asia-Pacific Spend Analytics Market Size by Application 8.3.1 Asia-Pacific Spend Analytics Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Spend Analytics Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Spend Analytics Market Size by Application (2016-2027) 8.4 Asia-Pacific Spend Analytics Market Size by Region 8.4.1 Asia-Pacific Spend Analytics Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Spend Analytics 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 Spend Analytics Market Size (2016-2027) 9.2 Latin America Spend Analytics Market Size by Type 9.2.1 Latin America Spend Analytics Market Size by Type (2016-2021) 9.2.2 Latin America Spend Analytics Market Size by Type (2022-2027) 9.2.3 Latin America Spend Analytics Market Size by Type (2016-2027) 9.3 Latin America Spend Analytics Market Size by Application 9.3.1 Latin America Spend Analytics Market Size by Application (2016-2021) 9.3.2 Latin America Spend Analytics Market Size by Application (2022-2027) 9.3.3 Latin America Spend Analytics Market Size by Application (2016-2027) 9.4 Latin America Spend Analytics Market Size by Country 9.4.1 Latin America Spend Analytics Market Size by Country (2016-2021) 9.4.2 Latin America Spend Analytics Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Spend Analytics Market Size (2016-2027) 10.2 Middle East & Africa Spend Analytics Market Size by Type 10.2.1 Middle East & Africa Spend Analytics Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Spend Analytics Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Spend Analytics Market Size by Type (2016-2027) 10.3 Middle East & Africa Spend Analytics Market Size by Application 10.3.1 Middle East & Africa Spend Analytics Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Spend Analytics Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Spend Analytics Market Size by Application (2016-2027) 10.4 Middle East & Africa Spend Analytics Market Size by Country 10.4.1 Middle East & Africa Spend Analytics Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Spend Analytics 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 SAP 11.1.1 SAP Company Details 11.1.2 SAP Business Overview 11.1.3 SAP Spend Analytics Introduction 11.1.4 SAP Revenue in Spend Analytics Business (2016-2021) 11.1.5 SAP Recent Development 11.2 SAS 11.2.1 SAS Company Details 11.2.2 SAS Business Overview 11.2.3 SAS Spend Analytics Introduction 11.2.4 SAS Revenue in Spend Analytics Business (2016-2021) 11.2.5 SAS Recent Development 11.3 IBM Corporation 11.3.1 IBM Corporation Company Details 11.3.2 IBM Corporation Business Overview 11.3.3 IBM Corporation Spend Analytics Introduction 11.3.4 IBM Corporation Revenue in Spend Analytics Business (2016-2021) 11.3.5 IBM Corporation Recent Development 11.4 Oracle 11.4.1 Oracle Company Details 11.4.2 Oracle Business Overview 11.4.3 Oracle Spend Analytics Introduction 11.4.4 Oracle Revenue in Spend Analytics Business (2016-2021) 11.4.5 Oracle Recent Development 11.5 Coupa Software 11.5.1 Coupa Software Company Details 11.5.2 Coupa Software Business Overview 11.5.3 Coupa Software Spend Analytics Introduction 11.5.4 Coupa Software Revenue in Spend Analytics Business (2016-2021) 11.5.5 Coupa Software Recent Development 11.6 Zycus 11.6.1 Zycus Company Details 11.6.2 Zycus Business Overview 11.6.3 Zycus Spend Analytics Introduction 11.6.4 Zycus Revenue in Spend Analytics Business (2016-2021) 11.6.5 Zycus Recent Development 11.7 Proactis 11.7.1 Proactis Company Details 11.7.2 Proactis Business Overview 11.7.3 Proactis Spend Analytics Introduction 11.7.4 Proactis Revenue in Spend Analytics Business (2016-2021) 11.7.5 Proactis Recent Development 11.8 Empronc Solutions 11.8.1 Empronc Solutions Company Details 11.8.2 Empronc Solutions Business Overview 11.8.3 Empronc Solutions Spend Analytics Introduction 11.8.4 Empronc Solutions Revenue in Spend Analytics Business (2016-2021) 11.8.5 Empronc Solutions Recent Development 11.9 JAGGAER 11.9.1 JAGGAER Company Details 11.9.2 JAGGAER Business Overview 11.9.3 JAGGAER Spend Analytics Introduction 11.9.4 JAGGAER Revenue in Spend Analytics Business (2016-2021) 11.9.5 JAGGAER Recent Development 11.10 Rosslyn Analytics 11.10.1 Rosslyn Analytics Company Details 11.10.2 Rosslyn Analytics Business Overview 11.10.3 Rosslyn Analytics Spend Analytics Introduction 11.10.4 Rosslyn Analytics Revenue in Spend Analytics Business (2016-2021) 11.10.5 Rosslyn Analytics Recent Development 11.11 Ivalua 11.11.1 Ivalua Company Details 11.11.2 Ivalua Business Overview 11.11.3 Ivalua Spend Analytics Introduction 11.11.4 Ivalua Revenue in Spend Analytics Business (2016-2021) 11.11.5 Ivalua Recent Development 11.12 BravoSolution SPA 11.12.1 BravoSolution SPA Company Details 11.12.2 BravoSolution SPA Business Overview 11.12.3 BravoSolution SPA Spend Analytics Introduction 11.12.4 BravoSolution SPA Revenue in Spend Analytics Business (2016-2021) 11.12.5 BravoSolution SPA 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 Spend Analytics Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Predictive Table 3. Key Players of Prescriptive Table 4. Key Players of Descriptive Table 5. Global Spend Analytics Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Spend Analytics Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 7. Global Spend Analytics Market Size by Regions (2016-2021) & (US$ Million) Table 8. Global Spend Analytics Market Share by Regions (2016-2021) Table 9. Global Spend Analytics Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 10. Global Spend Analytics Market Share by Regions (2022-2027) Table 11. Spend Analytics Market Trends Table 12. Spend Analytics Market Drivers Table 13. Spend Analytics Market Challenges Table 14. Spend Analytics Market Restraints Table 15. Global Spend Analytics Revenue by Players (2016-2021) & (US$ Million) Table 16. Global Spend Analytics Market Share by Players (2016-2021) Table 17. Global Top Spend Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Spend Analytics as of 2020) Table 18. Ranking of Global Top Spend Analytics Companies by Revenue (US$ Million) in 2020 Table 19. Global 5 Largest Players Market Share by Spend Analytics Revenue (CR5 and HHI) & (2016-2021) Table 20. Key Players Headquarters and Area Served Table 21. Key Players Spend Analytics Product Solution and Service Table 22. Date of Enter into Spend Analytics Market Table 23. Mergers & Acquisitions, Expansion Plans Table 24. Global Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 25. Global Spend Analytics Revenue Market Share by Type (2016-2021) Table 26. Global Spend Analytics Forecasted Market Size by Type (2022-2027) (US$ Million) Table 27. Global Spend Analytics Revenue Market Share by Type (2022-2027) & (US$ Million) Table 28. Global Spend Analytics Market Size Share by Application (2016-2021) & (US$ Million) Table 29. Global Spend Analytics Revenue Market Share by Application (2016-2021) Table 30. Global Spend Analytics Forecasted Market Size by Application (2022-2027) (US$ Million) Table 31. Global Spend Analytics Revenue Market Share by Application (2022-2027) & (US$ Million) Table 32. North America Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 33. North America Spend Analytics Market Size by Type (2022-2027) & (US$ Million) Table 34. North America Spend Analytics Market Size by Application (2016-2021) (US$ Million) Table 35. North America Spend Analytics Market Size by Application (2022-2027) & (US$ Million) Table 36. North America Spend Analytics Market Size by Country (2016-2021) & (US$ Million) Table 37. North America Spend Analytics Market Size by Country (2022-2027) & (US$ Million) Table 38. Europe Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 39. Europe Spend Analytics Market Size by Type (2022-2027) & (US$ Million) Table 40. Europe Spend Analytics Market Size by Application (2016-2021) (US$ Million) Table 41. Europe Spend Analytics Market Size by Application (2022-2027) & (US$ Million) Table 42. Europe Spend Analytics Market Size by Country (2016-2021) & (US$ Million) Table 43. Europe Spend Analytics Market Size by Country (2022-2027) & (US$ Million) Table 44. Asia-Pacific Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 45. Asia-Pacific Spend Analytics Market Size by Type (2022-2027) & (US$ Million) Table 46. Asia-Pacific Spend Analytics Market Size by Application (2016-2021) (US$ Million) Table 47. Asia-Pacific Spend Analytics Market Size by Application (2022-2027) & (US$ Million) Table 48. Asia-Pacific Spend Analytics Market Size by Region (2016-2021) & (US$ Million) Table 49. Asia-Pacific Spend Analytics Market Size by Region (2022-2027) & (US$ Million) Table 50. Latin America Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 51. Latin America Spend Analytics Market Size by Type (2022-2027) & (US$ Million) Table 52. Latin America Spend Analytics Market Size by Application (2016-2021) (US$ Million) Table 53. Latin America Spend Analytics Market Size by Application (2022-2027) & (US$ Million) Table 54. Latin America Spend Analytics Market Size by Country (2016-2021) & (US$ Million) Table 55. Latin America Spend Analytics Market Size by Country (2022-2027) & (US$ Million) Table 56. Middle East & Africa Spend Analytics Market Size by Type (2016-2021) (US$ Million) Table 57. Middle East & Africa Spend Analytics Market Size by Type (2022-2027) & (US$ Million) Table 58. Middle East & Africa Spend Analytics Market Size by Application (2016-2021) (US$ Million) Table 59. Middle East & Africa Spend Analytics Market Size by Application (2022-2027) & (US$ Million) Table 60. Middle East & Africa Spend Analytics Market Size by Country (2016-2021) & (US$ Million) Table 61. Middle East & Africa Spend Analytics Market Size by Country (2022-2027) & (US$ Million) Table 62. SAP Company Details Table 63. SAP Business Overview Table 64. SAP Spend Analytics Product Table 65. SAP Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 66. SAP Recent Development Table 67. SAS Company Details Table 68. SAS Business Overview Table 69. SAS Spend Analytics Product Table 70. SAS Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 71. SAS Recent Development Table 72. IBM Corporation Company Details Table 73. IBM Corporation Business Overview Table 74. IBM Corporation Spend Analytics Product Table 75. IBM Corporation Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 76. IBM Corporation Recent Development Table 77. Oracle Company Details Table 78. Oracle Business Overview Table 79. Oracle Spend Analytics Product Table 80. Oracle Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 81. Oracle Recent Development Table 82. Coupa Software Company Details Table 83. Coupa Software Business Overview Table 84. Coupa Software Spend Analytics Product Table 85. Coupa Software Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 86. Coupa Software Recent Development Table 87. Zycus Company Details Table 88. Zycus Business Overview Table 89. Zycus Spend Analytics Product Table 90. Zycus Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 91. Zycus Recent Development Table 92. Proactis Company Details Table 93. Proactis Business Overview Table 94. Proactis Spend Analytics Product Table 95. Proactis Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 96. Proactis Recent Development Table 97. Empronc Solutions Company Details Table 98. Empronc Solutions Business Overview Table 99. Empronc Solutions Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 100. Empronc Solutions Recent Development Table 101. JAGGAER Company Details Table 102. JAGGAER Business Overview Table 103. JAGGAER Spend Analytics Product Table 104. JAGGAER Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 105. JAGGAER Recent Development Table 106. Rosslyn Analytics Company Details Table 107. Rosslyn Analytics Business Overview Table 108. Rosslyn Analytics Spend Analytics Product Table 109. Rosslyn Analytics Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 110. Rosslyn Analytics Recent Development Table 111. Ivalua Company Details Table 112. Ivalua Business Overview Table 113. Ivalua Spend Analytics Product Table 114. Ivalua Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 115. Ivalua Recent Development Table 116. BravoSolution SPA Company Details Table 117. BravoSolution SPA Business Overview Table 118. BravoSolution SPA Spend Analytics Product Table 119. BravoSolution SPA Revenue in Spend Analytics Business (2016-2021) & (US$ Million) Table 120. BravoSolution SPA Recent Development Table 121. Research Programs/Design for This Report Table 122. Key Data Information from Secondary Sources Table 123. Key Data Information from Primary Sources List of Figures Figure 1. Global Spend Analytics Market Share by Type: 2020 VS 2027 Figure 2. Predictive Features Figure 3. Prescriptive Features Figure 4. Descriptive Features Figure 5. Global Spend Analytics Market Share by Application: 2020 VS 2027 Figure 6. Financial management Case Studies Figure 7. Risk management Case Studies Figure 8. Governance and compliance management Case Studies Figure 9. Supplier sourcing and performance management Case Studies Figure 10. Demand and supply forecasting Case Studies Figure 11. Others Case Studies Figure 12. Spend Analytics Report Years Considered Figure 13. Global Spend Analytics Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 14. Global Spend Analytics Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 15. Global Spend Analytics Market Share by Regions: 2020 VS 2027 Figure 16. Global Spend Analytics Market Share by Regions (2022-2027) Figure 17. Global Spend Analytics Market Share by Players in 2020 Figure 18. Global Top Spend Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Spend Analytics as of 2020 Figure 19. The Top 10 and 5 Players Market Share by Spend Analytics Revenue in 2020 Figure 20. Global Spend Analytics Revenue Market Share by Type (2016-2021) Figure 21. Global Spend Analytics Revenue Market Share by Type (2022-2027) Figure 22. North America Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. North America Spend Analytics Market Share by Type (2016-2027) Figure 24. North America Spend Analytics Market Share by Application (2016-2027) Figure 25. North America Spend Analytics Market Share by Country (2016-2027) Figure 26. United States Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 27. Canada Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. Europe Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. Europe Spend Analytics Market Share by Type (2016-2027) Figure 30. Europe Spend Analytics Market Share by Application (2016-2027) Figure 31. Europe Spend Analytics Market Share by Country (2016-2027) Figure 32. Germany Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. France Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. U.K. Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Italy Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Russia Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 37. Nordic Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Asia-Pacific Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. Asia-Pacific Spend Analytics Market Share by Type (2016-2027) Figure 40. Asia-Pacific Spend Analytics Market Share by Application (2016-2027) Figure 41. Asia-Pacific Spend Analytics Market Share by Region (2016-2027) Figure 42. China Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Japan Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. South Korea Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Southeast Asia Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. India Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 47. Australia Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Latin America Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Latin America Spend Analytics Market Share by Type (2016-2027) Figure 50. Latin America Spend Analytics Market Share by Application (2016-2027) Figure 51. Latin America Spend Analytics Market Share by Country (2016-2027) Figure 52. Mexico Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 53. Brazil Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Middle East & Africa Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. Middle East & Africa Spend Analytics Market Share by Type (2016-2027) Figure 56. Middle East & Africa Spend Analytics Market Share by Application (2016-2027) Figure 57. Middle East & Africa Spend Analytics Market Share by Country (2016-2027) Figure 58. Turkey Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 59. Saudi Arabia Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 60. UAE Spend Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 61. SAP Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 62. SAS Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 63. IBM Corporation Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 64. Oracle Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 65. Coupa Software Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 66. Zycus Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 67. Proactis Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 68. Empronc Solutions Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 69. JAGGAER Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 70. Rosslyn Analytics Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 71. Ivalua Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 72. BravoSolution SPA Revenue Growth Rate in Spend Analytics Business (2016-2021) Figure 73. Bottom-up and Top-down Approaches for This Report Figure 74. Data Triangulation Figure 75. Key Executives Interviewed

SAP SAS IBM Corporation Oracle Coupa Software Zycus Proactis Empronc Solutions JAGGAER Rosslyn Analytics Ivalua BravoSolution SPA