1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global AI & Machine Learning Operationalization Software Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Cloud-Based 1.2.3 Web-Based 1.3 Market by Application 1.3.1 Global AI & Machine Learning Operationalization 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 AI & Machine Learning Operationalization Software Market Perspective (2016-2027) 2.2 AI & Machine Learning Operationalization Software Growth Trends by Regions 2.2.1 AI & Machine Learning Operationalization Software Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 AI & Machine Learning Operationalization Software Historic Market Share by Regions (2016-2021) 2.2.3 AI & Machine Learning Operationalization Software Forecasted Market Size by Regions (2022-2027) 2.3 AI & Machine Learning Operationalization Software Industry Dynamic 2.3.1 AI & Machine Learning Operationalization Software Market Trends 2.3.2 AI & Machine Learning Operationalization Software Market Drivers 2.3.3 AI & Machine Learning Operationalization Software Market Challenges 2.3.4 AI & Machine Learning Operationalization Software Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top AI & Machine Learning Operationalization Software Players by Revenue 3.1.1 Global Top AI & Machine Learning Operationalization Software Players by Revenue (2016-2021) 3.1.2 Global AI & Machine Learning Operationalization Software Revenue Market Share by Players (2016-2021) 3.2 Global AI & Machine Learning Operationalization Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by AI & Machine Learning Operationalization Software Revenue 3.4 Global AI & Machine Learning Operationalization Software Market Concentration Ratio 3.4.1 Global AI & Machine Learning Operationalization Software Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by AI & Machine Learning Operationalization Software Revenue in 2020 3.5 AI & Machine Learning Operationalization Software Key Players Head office and Area Served 3.6 Key Players AI & Machine Learning Operationalization Software Product Solution and Service 3.7 Date of Enter into AI & Machine Learning Operationalization Software Market 3.8 Mergers & Acquisitions, Expansion Plans 4 AI & Machine Learning Operationalization Software Breakdown Data by Type 4.1 Global AI & Machine Learning Operationalization Software Historic Market Size by Type (2016-2021) 4.2 Global AI & Machine Learning Operationalization Software Forecasted Market Size by Type (2022-2027) 5 AI & Machine Learning Operationalization Software Breakdown Data by Application 5.1 Global AI & Machine Learning Operationalization Software Historic Market Size by Application (2016-2021) 5.2 Global AI & Machine Learning Operationalization Software Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America AI & Machine Learning Operationalization Software Market Size (2016-2027) 6.2 North America AI & Machine Learning Operationalization Software Market Size by Type 6.2.1 North America AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) 6.2.2 North America AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) 6.2.3 North America AI & Machine Learning Operationalization Software Market Size by Type (2016-2027) 6.3 North America AI & Machine Learning Operationalization Software Market Size by Application 6.3.1 North America AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) 6.3.2 North America AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) 6.3.3 North America AI & Machine Learning Operationalization Software Market Size by Application (2016-2027) 6.4 North America AI & Machine Learning Operationalization Software Market Size by Country 6.4.1 North America AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) 6.4.2 North America AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe AI & Machine Learning Operationalization Software Market Size (2016-2027) 7.2 Europe AI & Machine Learning Operationalization Software Market Size by Type 7.2.1 Europe AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) 7.2.2 Europe AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) 7.2.3 Europe AI & Machine Learning Operationalization Software Market Size by Type (2016-2027) 7.3 Europe AI & Machine Learning Operationalization Software Market Size by Application 7.3.1 Europe AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) 7.3.2 Europe AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) 7.3.3 Europe AI & Machine Learning Operationalization Software Market Size by Application (2016-2027) 7.4 Europe AI & Machine Learning Operationalization Software Market Size by Country 7.4.1 Europe AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) 7.4.2 Europe AI & Machine Learning Operationalization 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 AI & Machine Learning Operationalization Software Market Size (2016-2027) 8.2 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type 8.2.1 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) 8.2.2 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) 8.2.3 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type (2016-2027) 8.3 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application 8.3.1 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) 8.3.2 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) 8.3.3 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application (2016-2027) 8.4 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Region 8.4.1 Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Region (2016-2021) 8.4.2 Asia-Pacific AI & Machine Learning Operationalization 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 AI & Machine Learning Operationalization Software Market Size (2016-2027) 9.2 Latin America AI & Machine Learning Operationalization Software Market Size by Type 9.2.1 Latin America AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) 9.2.2 Latin America AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) 9.2.3 Latin America AI & Machine Learning Operationalization Software Market Size by Type (2016-2027) 9.3 Latin America AI & Machine Learning Operationalization Software Market Size by Application 9.3.1 Latin America AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) 9.3.2 Latin America AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) 9.3.3 Latin America AI & Machine Learning Operationalization Software Market Size by Application (2016-2027) 9.4 Latin America AI & Machine Learning Operationalization Software Market Size by Country 9.4.1 Latin America AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) 9.4.2 Latin America AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa AI & Machine Learning Operationalization Software Market Size (2016-2027) 10.2 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type 10.2.1 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) 10.2.2 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) 10.2.3 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type (2016-2027) 10.3 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application 10.3.1 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) 10.3.2 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) 10.3.3 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application (2016-2027) 10.4 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Country 10.4.1 Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) 10.4.2 Middle East & Africa AI & Machine Learning Operationalization 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 Algorithmia 11.1.1 Algorithmia Company Details 11.1.2 Algorithmia Business Overview 11.1.3 Algorithmia AI & Machine Learning Operationalization Software Introduction 11.1.4 Algorithmia Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.1.5 Algorithmia Recent Development 11.2 Spell 11.2.1 Spell Company Details 11.2.2 Spell Business Overview 11.2.3 Spell AI & Machine Learning Operationalization Software Introduction 11.2.4 Spell Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.2.5 Spell Recent Development 11.3 Valohai Ltd 11.3.1 Valohai Ltd Company Details 11.3.2 Valohai Ltd Business Overview 11.3.3 Valohai Ltd AI & Machine Learning Operationalization Software Introduction 11.3.4 Valohai Ltd Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.3.5 Valohai Ltd Recent Development 11.4 5Analytics 11.4.1 5Analytics Company Details 11.4.2 5Analytics Business Overview 11.4.3 5Analytics AI & Machine Learning Operationalization Software Introduction 11.4.4 5Analytics Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.4.5 5Analytics Recent Development 11.5 Cognitivescale 11.5.1 Cognitivescale Company Details 11.5.2 Cognitivescale Business Overview 11.5.3 Cognitivescale AI & Machine Learning Operationalization Software Introduction 11.5.4 Cognitivescale Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.5.5 Cognitivescale Recent Development 11.6 Datatron Technologies 11.6.1 Datatron Technologies Company Details 11.6.2 Datatron Technologies Business Overview 11.6.3 Datatron Technologies AI & Machine Learning Operationalization Software Introduction 11.6.4 Datatron Technologies Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.6.5 Datatron Technologies Recent Development 11.7 Acusense Technologies 11.7.1 Acusense Technologies Company Details 11.7.2 Acusense Technologies Business Overview 11.7.3 Acusense Technologies AI & Machine Learning Operationalization Software Introduction 11.7.4 Acusense Technologies Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.7.5 Acusense Technologies Recent Development 11.8 Determined AI 11.8.1 Determined AI Company Details 11.8.2 Determined AI Business Overview 11.8.3 Determined AI AI & Machine Learning Operationalization Software Introduction 11.8.4 Determined AI Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.8.5 Determined AI Recent Development 11.9 DreamQuark 11.9.1 DreamQuark Company Details 11.9.2 DreamQuark Business Overview 11.9.3 DreamQuark AI & Machine Learning Operationalization Software Introduction 11.9.4 DreamQuark Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.9.5 DreamQuark Recent Development 11.10 Logical Clocks 11.10.1 Logical Clocks Company Details 11.10.2 Logical Clocks Business Overview 11.10.3 Logical Clocks AI & Machine Learning Operationalization Software Introduction 11.10.4 Logical Clocks Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.10.5 Logical Clocks Recent Development 11.11 IBM 11.11.1 IBM Company Details 11.11.2 IBM Business Overview 11.11.3 IBM AI & Machine Learning Operationalization Software Introduction 11.11.4 IBM Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.11.5 IBM Recent Development 11.12 Imandra 11.12.1 Imandra Company Details 11.12.2 Imandra Business Overview 11.12.3 Imandra AI & Machine Learning Operationalization Software Introduction 11.12.4 Imandra Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.12.5 Imandra Recent Development 11.13 Iterative 11.13.1 Iterative Company Details 11.13.2 Iterative Business Overview 11.13.3 Iterative AI & Machine Learning Operationalization Software Introduction 11.13.4 Iterative Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.13.5 Iterative Recent Development 11.14 Databricks 11.14.1 Databricks Company Details 11.14.2 Databricks Business Overview 11.14.3 Databricks AI & Machine Learning Operationalization Software Introduction 11.14.4 Databricks Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.14.5 Databricks Recent Development 11.15 ParallelM 11.15.1 ParallelM Company Details 11.15.2 ParallelM Business Overview 11.15.3 ParallelM AI & Machine Learning Operationalization Software Introduction 11.15.4 ParallelM Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.15.5 ParallelM Recent Development 11.16 MLPerf 11.16.1 MLPerf Company Details 11.16.2 MLPerf Business Overview 11.16.3 MLPerf AI & Machine Learning Operationalization Software Introduction 11.16.4 MLPerf Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.16.5 MLPerf Recent Development 11.17 Neptune Labs 11.17.1 Neptune Labs Company Details 11.17.2 Neptune Labs Business Overview 11.17.3 Neptune Labs AI & Machine Learning Operationalization Software Introduction 11.17.4 Neptune Labs Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.17.5 Neptune Labs Recent Development 11.18 Numericcal 11.18.1 Numericcal Company Details 11.18.2 Numericcal Business Overview 11.18.3 Numericcal AI & Machine Learning Operationalization Software Introduction 11.18.4 Numericcal Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.18.5 Numericcal Recent Development 11.18 Peltarion .1 Peltarion Company Details .2 Peltarion Business Overview .3 Peltarion AI & Machine Learning Operationalization Software Introduction .4 Peltarion Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) .5 Peltarion Recent Development 11.20 Weights & Biases 11.20.1 Weights & Biases Company Details 11.20.2 Weights & Biases Business Overview 11.20.3 Weights & Biases AI & Machine Learning Operationalization Software Introduction 11.20.4 Weights & Biases Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.20.5 Weights & Biases Recent Development 11.21 WidgetBrain 11.21.1 WidgetBrain Company Details 11.21.2 WidgetBrain Business Overview 11.21.3 WidgetBrain AI & Machine Learning Operationalization Software Introduction 11.21.4 WidgetBrain Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) 11.21.5 WidgetBrain 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 AI & Machine Learning Operationalization Software Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Cloud-Based Table 3. Key Players of Web-Based Table 4. Global AI & Machine Learning Operationalization Software Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global AI & Machine Learning Operationalization Software Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global AI & Machine Learning Operationalization Software Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global AI & Machine Learning Operationalization Software Market Share by Regions (2016-2021) Table 8. Global AI & Machine Learning Operationalization Software Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global AI & Machine Learning Operationalization Software Market Share by Regions (2022-2027) Table 10. AI & Machine Learning Operationalization Software Market Trends Table 11. AI & Machine Learning Operationalization Software Market Drivers Table 12. AI & Machine Learning Operationalization Software Market Challenges Table 13. AI & Machine Learning Operationalization Software Market Restraints Table 14. Global AI & Machine Learning Operationalization Software Revenue by Players (2016-2021) & (US$ Million) Table 15. Global AI & Machine Learning Operationalization Software Market Share by Players (2016-2021) Table 16. Global Top AI & Machine Learning Operationalization Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI & Machine Learning Operationalization Software as of 2020) Table 17. Ranking of Global Top AI & Machine Learning Operationalization Software Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by AI & Machine Learning Operationalization Software Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players AI & Machine Learning Operationalization Software Product Solution and Service Table 21. Date of Enter into AI & Machine Learning Operationalization Software Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 24. Global AI & Machine Learning Operationalization Software Revenue Market Share by Type (2016-2021) Table 25. Global AI & Machine Learning Operationalization Software Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global AI & Machine Learning Operationalization Software Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global AI & Machine Learning Operationalization Software Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global AI & Machine Learning Operationalization Software Revenue Market Share by Application (2016-2021) Table 29. Global AI & Machine Learning Operationalization Software Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global AI & Machine Learning Operationalization Software Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 32. North America AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) & (US$ Million) Table 33. North America AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) (US$ Million) Table 34. North America AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) & (US$ Million) Table 35. North America AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) & (US$ Million) Table 36. North America AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 38. Europe AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) (US$ Million) Table 40. Europe AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific AI & Machine Learning Operationalization Software Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa AI & Machine Learning Operationalization Software Market Size by Country (2022-2027) & (US$ Million) Table 61. Algorithmia Company Details Table 62. Algorithmia Business Overview Table 63. Algorithmia AI & Machine Learning Operationalization Software Product Table 64. Algorithmia Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 65. Algorithmia Recent Development Table 66. Spell Company Details Table 67. Spell Business Overview Table 68. Spell AI & Machine Learning Operationalization Software Product Table 69. Spell Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 70. Spell Recent Development Table 71. Valohai Ltd Company Details Table 72. Valohai Ltd Business Overview Table 73. Valohai Ltd AI & Machine Learning Operationalization Software Product Table 74. Valohai Ltd Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 75. Valohai Ltd Recent Development Table 76. 5Analytics Company Details Table 77. 5Analytics Business Overview Table 78. 5Analytics AI & Machine Learning Operationalization Software Product Table 79. 5Analytics Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 80. 5Analytics Recent Development Table 81. Cognitivescale Company Details Table 82. Cognitivescale Business Overview Table 83. Cognitivescale AI & Machine Learning Operationalization Software Product Table 84. Cognitivescale Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 85. Cognitivescale Recent Development Table 86. Datatron Technologies Company Details Table 87. Datatron Technologies Business Overview Table 88. Datatron Technologies AI & Machine Learning Operationalization Software Product Table 89. Datatron Technologies Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 90. Datatron Technologies Recent Development Table 91. Acusense Technologies Company Details Table 92. Acusense Technologies Business Overview Table 93. Acusense Technologies AI & Machine Learning Operationalization Software Product Table 94. Acusense Technologies Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 95. Acusense Technologies Recent Development Table 96. Determined AI Company Details Table 97. Determined AI Business Overview Table 98. Determined AI Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 99. Determined AI Recent Development Table 100. DreamQuark Company Details Table 101. DreamQuark Business Overview Table 102. DreamQuark AI & Machine Learning Operationalization Software Product Table 103. DreamQuark Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 104. DreamQuark Recent Development Table 105. Logical Clocks Company Details Table 106. Logical Clocks Business Overview Table 107. Logical Clocks AI & Machine Learning Operationalization Software Product Table 108. Logical Clocks Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 109. Logical Clocks Recent Development Table 110. IBM Company Details Table 111. IBM Business Overview Table 112. IBM AI & Machine Learning Operationalization Software Product Table 113. IBM Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 114. IBM Recent Development Table 115. Imandra Company Details Table 116. Imandra Business Overview Table 117. Imandra AI & Machine Learning Operationalization Software Product Table 118. Imandra Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 119. Imandra Recent Development Table 120. Iterative Company Details Table 121. Iterative Business Overview Table 122. Iterative AI & Machine Learning Operationalization Software Product Table 123. Iterative Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 124. Iterative Recent Development Table 125. Databricks Company Details Table 126. Databricks Business Overview Table 127. Databricks AI & Machine Learning Operationalization Software Product Table 128. Databricks Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 129. Databricks Recent Development Table 130. ParallelM Company Details Table 131. ParallelM Business Overview Table 132. ParallelM AI & Machine Learning Operationalization Software Product Table 133. ParallelM Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 134. ParallelM Recent Development Table 135. MLPerf Company Details Table 136. MLPerf Business Overview Table 137. MLPerf AI & Machine Learning Operationalization Software Product Table 138. MLPerf Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 139. MLPerf Recent Development Table 140. Neptune Labs Company Details Table 141. Neptune Labs Business Overview Table 142. Neptune Labs AI & Machine Learning Operationalization Software Product Table 143. Neptune Labs Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 144. Neptune Labs Recent Development Table 145. Numericcal Company Details Table 146. Numericcal Business Overview Table 147. Numericcal AI & Machine Learning Operationalization Software Product Table 148. Numericcal Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 149. Numericcal Recent Development Table 150. Peltarion Company Details Table 151. Peltarion Business Overview Table 152. Peltarion AI & Machine Learning Operationalization Software Product Table 153. Peltarion Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 154. Peltarion Recent Development Table 155. Weights & Biases Company Details Table 156. Weights & Biases Business Overview Table 157. Weights & Biases AI & Machine Learning Operationalization Software Product Table 158. Weights & Biases Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 159. Weights & Biases Recent Development Table 160. WidgetBrain Company Details Table 161. WidgetBrain Business Overview Table 162. WidgetBrain AI & Machine Learning Operationalization Software Product Table 163. WidgetBrain Revenue in AI & Machine Learning Operationalization Software Business (2016-2021) & (US$ Million) Table 164. WidgetBrain Recent Development Table 165. Research Programs/Design for This Report Table 166. Key Data Information from Secondary Sources Table 167. Key Data Information from Primary Sources List of Figures Figure 1. Global AI & Machine Learning Operationalization Software Market Share by Type: 2020 VS 2027 Figure 2. Cloud-Based Features Figure 3. Web-Based Features Figure 4. Global AI & Machine Learning Operationalization Software Market Share by Application: 2020 VS 2027 Figure 5. Large Enterprises Case Studies Figure 6. SMEs Case Studies Figure 7. AI & Machine Learning Operationalization Software Report Years Considered Figure 8. Global AI & Machine Learning Operationalization Software Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 9. Global AI & Machine Learning Operationalization Software Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 10. Global AI & Machine Learning Operationalization Software Market Share by Regions: 2020 VS 2027 Figure 11. Global AI & Machine Learning Operationalization Software Market Share by Regions (2022-2027) Figure 12. Global AI & Machine Learning Operationalization Software Market Share by Players in 2020 Figure 13. Global Top AI & Machine Learning Operationalization Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in AI & Machine Learning Operationalization Software as of 2020 Figure 14. The Top 10 and 5 Players Market Share by AI & Machine Learning Operationalization Software Revenue in 2020 Figure 15. Global AI & Machine Learning Operationalization Software Revenue Market Share by Type (2016-2021) Figure 16. Global AI & Machine Learning Operationalization Software Revenue Market Share by Type (2022-2027) Figure 17. North America AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 18. North America AI & Machine Learning Operationalization Software Market Share by Type (2016-2027) Figure 19. North America AI & Machine Learning Operationalization Software Market Share by Application (2016-2027) Figure 20. North America AI & Machine Learning Operationalization Software Market Share by Country (2016-2027) Figure 21. United States AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. Canada AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Europe AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe AI & Machine Learning Operationalization Software Market Share by Type (2016-2027) Figure 25. Europe AI & Machine Learning Operationalization Software Market Share by Application (2016-2027) Figure 26. Europe AI & Machine Learning Operationalization Software Market Share by Country (2016-2027) Figure 27. Germany AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. France AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. U.K. AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. Italy AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Russia AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Nordic AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Asia-Pacific AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific AI & Machine Learning Operationalization Software Market Share by Type (2016-2027) Figure 35. Asia-Pacific AI & Machine Learning Operationalization Software Market Share by Application (2016-2027) Figure 36. Asia-Pacific AI & Machine Learning Operationalization Software Market Share by Region (2016-2027) Figure 37. China AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Japan AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. South Korea AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Southeast Asia AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. India AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Australia AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Latin America AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America AI & Machine Learning Operationalization Software Market Share by Type (2016-2027) Figure 45. Latin America AI & Machine Learning Operationalization Software Market Share by Application (2016-2027) Figure 46. Latin America AI & Machine Learning Operationalization Software Market Share by Country (2016-2027) Figure 47. Mexico AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Brazil AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Middle East & Africa AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa AI & Machine Learning Operationalization Software Market Share by Type (2016-2027) Figure 51. Middle East & Africa AI & Machine Learning Operationalization Software Market Share by Application (2016-2027) Figure 52. Middle East & Africa AI & Machine Learning Operationalization Software Market Share by Country (2016-2027) Figure 53. Turkey AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Saudi Arabia AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. UAE AI & Machine Learning Operationalization Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Algorithmia Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 57. Spell Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 58. Valohai Ltd Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 59. 5Analytics Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 60. Cognitivescale Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 61. Datatron Technologies Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 62. Acusense Technologies Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 63. Determined AI Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 64. DreamQuark Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 65. Logical Clocks Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 66. IBM Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 67. Imandra Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 68. Iterative Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 69. Databricks Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 70. ParallelM Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 71. MLPerf Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 72. Neptune Labs Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 73. Numericcal Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 74. Peltarion Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 75. Weights & Biases Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 76. WidgetBrain Revenue Growth Rate in AI & Machine Learning Operationalization Software Business (2016-2021) Figure 77. Bottom-up and Top-down Approaches for This Report Figure 78. Data Triangulation Figure 79. Key Executives Interviewed