1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Artificial Intelligence in Drug Discovery Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Software 1.2.3 Services 1.3 Market by Application 1.3.1 Global Artificial Intelligence in Drug Discovery Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Pharmaceutical and Biotechnology Companies 1.3.3 Contract Research Organizations 1.3.4 Research Centers and Academic & Government Institutes 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Artificial Intelligence in Drug Discovery Market Perspective (2016-2027) 2.2 Artificial Intelligence in Drug Discovery Growth Trends by Regions 2.2.1 Artificial Intelligence in Drug Discovery Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Artificial Intelligence in Drug Discovery Historic Market Share by Regions (2016-2021) 2.2.3 Artificial Intelligence in Drug Discovery Forecasted Market Size by Regions (2022-2027) 2.3 Artificial Intelligence in Drug Discovery Industry Dynamic 2.3.1 Artificial Intelligence in Drug Discovery Market Trends 2.3.2 Artificial Intelligence in Drug Discovery Market Drivers 2.3.3 Artificial Intelligence in Drug Discovery Market Challenges 2.3.4 Artificial Intelligence in Drug Discovery Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Artificial Intelligence in Drug Discovery Players by Revenue 3.1.1 Global Top Artificial Intelligence in Drug Discovery Players by Revenue (2016-2021) 3.1.2 Global Artificial Intelligence in Drug Discovery Revenue Market Share by Players (2016-2021) 3.2 Global Artificial Intelligence in Drug Discovery Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Artificial Intelligence in Drug Discovery Revenue 3.4 Global Artificial Intelligence in Drug Discovery Market Concentration Ratio 3.4.1 Global Artificial Intelligence in Drug Discovery Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence in Drug Discovery Revenue in 2020 3.5 Artificial Intelligence in Drug Discovery Key Players Head office and Area Served 3.6 Key Players Artificial Intelligence in Drug Discovery Product Solution and Service 3.7 Date of Enter into Artificial Intelligence in Drug Discovery Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Artificial Intelligence in Drug Discovery Breakdown Data by Type 4.1 Global Artificial Intelligence in Drug Discovery Historic Market Size by Type (2016-2021) 4.2 Global Artificial Intelligence in Drug Discovery Forecasted Market Size by Type (2022-2027) 5 Artificial Intelligence in Drug Discovery Breakdown Data by Application 5.1 Global Artificial Intelligence in Drug Discovery Historic Market Size by Application (2016-2021) 5.2 Global Artificial Intelligence in Drug Discovery Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Artificial Intelligence in Drug Discovery Market Size (2016-2027) 6.2 North America Artificial Intelligence in Drug Discovery Market Size by Type 6.2.1 North America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) 6.2.2 North America Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) 6.2.3 North America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2027) 6.3 North America Artificial Intelligence in Drug Discovery Market Size by Application 6.3.1 North America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) 6.3.2 North America Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) 6.3.3 North America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2027) 6.4 North America Artificial Intelligence in Drug Discovery Market Size by Country 6.4.1 North America Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) 6.4.2 North America Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Artificial Intelligence in Drug Discovery Market Size (2016-2027) 7.2 Europe Artificial Intelligence in Drug Discovery Market Size by Type 7.2.1 Europe Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) 7.2.2 Europe Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) 7.2.3 Europe Artificial Intelligence in Drug Discovery Market Size by Type (2016-2027) 7.3 Europe Artificial Intelligence in Drug Discovery Market Size by Application 7.3.1 Europe Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) 7.3.2 Europe Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) 7.3.3 Europe Artificial Intelligence in Drug Discovery Market Size by Application (2016-2027) 7.4 Europe Artificial Intelligence in Drug Discovery Market Size by Country 7.4.1 Europe Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) 7.4.2 Europe Artificial Intelligence in Drug Discovery 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 Artificial Intelligence in Drug Discovery Market Size (2016-2027) 8.2 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type 8.2.1 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type (2016-2027) 8.3 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application 8.3.1 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application (2016-2027) 8.4 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Region 8.4.1 Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Artificial Intelligence in Drug Discovery 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 Artificial Intelligence in Drug Discovery Market Size (2016-2027) 9.2 Latin America Artificial Intelligence in Drug Discovery Market Size by Type 9.2.1 Latin America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) 9.2.2 Latin America Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) 9.2.3 Latin America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2027) 9.3 Latin America Artificial Intelligence in Drug Discovery Market Size by Application 9.3.1 Latin America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) 9.3.2 Latin America Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) 9.3.3 Latin America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2027) 9.4 Latin America Artificial Intelligence in Drug Discovery Market Size by Country 9.4.1 Latin America Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) 9.4.2 Latin America Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size (2016-2027) 10.2 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type 10.2.1 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type (2016-2027) 10.3 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application 10.3.1 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application (2016-2027) 10.4 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Country 10.4.1 Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Artificial Intelligence in Drug Discovery 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 IBM 11.1.1 IBM Company Details 11.1.2 IBM Business Overview 11.1.3 IBM Artificial Intelligence in Drug Discovery Introduction 11.1.4 IBM Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.1.5 IBM Recent Development 11.2 Microsoft 11.2.1 Microsoft Company Details 11.2.2 Microsoft Business Overview 11.2.3 Microsoft Artificial Intelligence in Drug Discovery Introduction 11.2.4 Microsoft Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.2.5 Microsoft Recent Development 11.3 Google 11.3.1 Google Company Details 11.3.2 Google Business Overview 11.3.3 Google Artificial Intelligence in Drug Discovery Introduction 11.3.4 Google Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.3.5 Google Recent Development 11.4 NVIDIA Corporation 11.4.1 NVIDIA Corporation Company Details 11.4.2 NVIDIA Corporation Business Overview 11.4.3 NVIDIA Corporation Artificial Intelligence in Drug Discovery Introduction 11.4.4 NVIDIA Corporation Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.4.5 NVIDIA Corporation Recent Development 11.5 Atomwise, Inc. 11.5.1 Atomwise, Inc. Company Details 11.5.2 Atomwise, Inc. Business Overview 11.5.3 Atomwise, Inc. Artificial Intelligence in Drug Discovery Introduction 11.5.4 Atomwise, Inc. Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.5.5 Atomwise, Inc. Recent Development 11.6 Deep Genomics 11.6.1 Deep Genomics Company Details 11.6.2 Deep Genomics Business Overview 11.6.3 Deep Genomics Artificial Intelligence in Drug Discovery Introduction 11.6.4 Deep Genomics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.6.5 Deep Genomics Recent Development 11.7 Cloud Pharmaceuticals 11.7.1 Cloud Pharmaceuticals Company Details 11.7.2 Cloud Pharmaceuticals Business Overview 11.7.3 Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery Introduction 11.7.4 Cloud Pharmaceuticals Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.7.5 Cloud Pharmaceuticals Recent Development 11.8 Insilico Medicine 11.8.1 Insilico Medicine Company Details 11.8.2 Insilico Medicine Business Overview 11.8.3 Insilico Medicine Artificial Intelligence in Drug Discovery Introduction 11.8.4 Insilico Medicine Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.8.5 Insilico Medicine Recent Development 11.9 BenevolentAI 11.9.1 BenevolentAI Company Details 11.9.2 BenevolentAI Business Overview 11.9.3 BenevolentAI Artificial Intelligence in Drug Discovery Introduction 11.9.4 BenevolentAI Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.9.5 BenevolentAI Recent Development 11.10 Exscientia 11.10.1 Exscientia Company Details 11.10.2 Exscientia Business Overview 11.10.3 Exscientia Artificial Intelligence in Drug Discovery Introduction 11.10.4 Exscientia Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.10.5 Exscientia Recent Development 11.11 Cyclica 11.11.1 Cyclica Company Details 11.11.2 Cyclica Business Overview 11.11.3 Cyclica Artificial Intelligence in Drug Discovery Introduction 11.11.4 Cyclica Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.11.5 Cyclica Recent Development 11.12 BIOAGE 11.12.1 BIOAGE Company Details 11.12.2 BIOAGE Business Overview 11.12.3 BIOAGE Artificial Intelligence in Drug Discovery Introduction 11.12.4 BIOAGE Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.12.5 BIOAGE Recent Development 11.13 Numerate 11.13.1 Numerate Company Details 11.13.2 Numerate Business Overview 11.13.3 Numerate Artificial Intelligence in Drug Discovery Introduction 11.13.4 Numerate Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.13.5 Numerate Recent Development 11.14 NuMedii 11.14.1 NuMedii Company Details 11.14.2 NuMedii Business Overview 11.14.3 NuMedii Artificial Intelligence in Drug Discovery Introduction 11.14.4 NuMedii Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.14.5 NuMedii Recent Development 11.15 Envisagenics 11.15.1 Envisagenics Company Details 11.15.2 Envisagenics Business Overview 11.15.3 Envisagenics Artificial Intelligence in Drug Discovery Introduction 11.15.4 Envisagenics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.15.5 Envisagenics Recent Development 11.16 twoXAR 11.16.1 twoXAR Company Details 11.16.2 twoXAR Business Overview 11.16.3 twoXAR Artificial Intelligence in Drug Discovery Introduction 11.16.4 twoXAR Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.16.5 twoXAR Recent Development 11.17 OWKIN, Inc. 11.17.1 OWKIN, Inc. Company Details 11.17.2 OWKIN, Inc. Business Overview 11.17.3 OWKIN, Inc. Artificial Intelligence in Drug Discovery Introduction 11.17.4 OWKIN, Inc. Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.17.5 OWKIN, Inc. Recent Development 11.18 XtalPi 11.18.1 XtalPi Company Details 11.18.2 XtalPi Business Overview 11.18.3 XtalPi Artificial Intelligence in Drug Discovery Introduction 11.18.4 XtalPi Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.18.5 XtalPi Recent Development 11.19 Verge Genomics 11.19.1 Verge Genomics Company Details 11.19.2 Verge Genomics Business Overview 11.19.3 Verge Genomics Artificial Intelligence in Drug Discovery Introduction 11.19.4 Verge Genomics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.19.5 Verge Genomics Recent Development 11.20 BERG LLC 11.20.1 BERG LLC Company Details 11.20.2 BERG LLC Business Overview 11.20.3 BERG LLC Artificial Intelligence in Drug Discovery Introduction 11.20.4 BERG LLC Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) 11.20.5 BERG LLC 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 Artificial Intelligence in Drug Discovery Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Software Table 3. Key Players of Services Table 4. Global Artificial Intelligence in Drug Discovery Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Artificial Intelligence in Drug Discovery Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Artificial Intelligence in Drug Discovery Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Artificial Intelligence in Drug Discovery Market Share by Regions (2016-2021) Table 8. Global Artificial Intelligence in Drug Discovery Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Artificial Intelligence in Drug Discovery Market Share by Regions (2022-2027) Table 10. Artificial Intelligence in Drug Discovery Market Trends Table 11. Artificial Intelligence in Drug Discovery Market Drivers Table 12. Artificial Intelligence in Drug Discovery Market Challenges Table 13. Artificial Intelligence in Drug Discovery Market Restraints Table 14. Global Artificial Intelligence in Drug Discovery Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Artificial Intelligence in Drug Discovery Market Share by Players (2016-2021) Table 16. Global Top Artificial Intelligence in Drug Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence in Drug Discovery as of 2020) Table 17. Ranking of Global Top Artificial Intelligence in Drug Discovery Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Artificial Intelligence in Drug Discovery Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Artificial Intelligence in Drug Discovery Product Solution and Service Table 21. Date of Enter into Artificial Intelligence in Drug Discovery Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 24. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Type (2016-2021) Table 25. Global Artificial Intelligence in Drug Discovery Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Artificial Intelligence in Drug Discovery Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Application (2016-2021) Table 29. Global Artificial Intelligence in Drug Discovery Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 32. North America Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) (US$ Million) Table 34. North America Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 61. IBM Company Details Table 62. IBM Business Overview Table 63. IBM Artificial Intelligence in Drug Discovery Product Table 64. IBM Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 65. IBM Recent Development Table 66. Microsoft Company Details Table 67. Microsoft Business Overview Table 68. Microsoft Artificial Intelligence in Drug Discovery Product Table 69. Microsoft Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 70. Microsoft Recent Development Table 71. Google Company Details Table 72. Google Business Overview Table 73. Google Artificial Intelligence in Drug Discovery Product Table 74. Google Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 75. Google Recent Development Table 76. NVIDIA Corporation Company Details Table 77. NVIDIA Corporation Business Overview Table 78. NVIDIA Corporation Artificial Intelligence in Drug Discovery Product Table 79. NVIDIA Corporation Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 80. NVIDIA Corporation Recent Development Table 81. Atomwise, Inc. Company Details Table 82. Atomwise, Inc. Business Overview Table 83. Atomwise, Inc. Artificial Intelligence in Drug Discovery Product Table 84. Atomwise, Inc. Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 85. Atomwise, Inc. Recent Development Table 86. Deep Genomics Company Details Table 87. Deep Genomics Business Overview Table 88. Deep Genomics Artificial Intelligence in Drug Discovery Product Table 89. Deep Genomics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 90. Deep Genomics Recent Development Table 91. Cloud Pharmaceuticals Company Details Table 92. Cloud Pharmaceuticals Business Overview Table 93. Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery Product Table 94. Cloud Pharmaceuticals Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 95. Cloud Pharmaceuticals Recent Development Table 96. Insilico Medicine Company Details Table 97. Insilico Medicine Business Overview Table 98. Insilico Medicine Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 99. Insilico Medicine Recent Development Table 100. BenevolentAI Company Details Table 101. BenevolentAI Business Overview Table 102. BenevolentAI Artificial Intelligence in Drug Discovery Product Table 103. BenevolentAI Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 104. BenevolentAI Recent Development Table 105. Exscientia Company Details Table 106. Exscientia Business Overview Table 107. Exscientia Artificial Intelligence in Drug Discovery Product Table 108. Exscientia Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 109. Exscientia Recent Development Table 110. Cyclica Company Details Table 111. Cyclica Business Overview Table 112. Cyclica Artificial Intelligence in Drug Discovery Product Table 113. Cyclica Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 114. Cyclica Recent Development Table 115. BIOAGE Company Details Table 116. BIOAGE Business Overview Table 117. BIOAGE Artificial Intelligence in Drug Discovery Product Table 118. BIOAGE Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 119. BIOAGE Recent Development Table 120. Numerate Company Details Table 121. Numerate Business Overview Table 122. Numerate Artificial Intelligence in Drug Discovery Product Table 123. Numerate Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 124. Numerate Recent Development Table 125. NuMedii Company Details Table 126. NuMedii Business Overview Table 127. NuMedii Artificial Intelligence in Drug Discovery Product Table 128. NuMedii Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 129. NuMedii Recent Development Table 130. Envisagenics Company Details Table 131. Envisagenics Business Overview Table 132. Envisagenics Artificial Intelligence in Drug Discovery Product Table 133. Envisagenics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 134. Envisagenics Recent Development Table 135. twoXAR Company Details Table 136. twoXAR Business Overview Table 137. twoXAR Artificial Intelligence in Drug Discovery Product Table 138. twoXAR Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 139. twoXAR Recent Development Table 140. OWKIN, Inc. Company Details Table 141. OWKIN, Inc. Business Overview Table 142. OWKIN, Inc. Artificial Intelligence in Drug Discovery Product Table 143. OWKIN, Inc. Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 144. OWKIN, Inc. Recent Development Table 145. XtalPi Company Details Table 146. XtalPi Business Overview Table 147. XtalPi Artificial Intelligence in Drug Discovery Product Table 148. XtalPi Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 149. XtalPi Recent Development Table 150. Verge Genomics Company Details Table 151. Verge Genomics Business Overview Table 152. Verge Genomics Artificial Intelligence in Drug Discovery Product Table 153. Verge Genomics Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 154. Verge Genomics Recent Development Table 155. BERG LLC Company Details Table 156. BERG LLC Business Overview Table 157. BERG LLC Artificial Intelligence in Drug Discovery Product Table 158. BERG LLC Revenue in Artificial Intelligence in Drug Discovery Business (2016-2021) & (US$ Million) Table 159. BERG LLC Recent Development Table 160. Research Programs/Design for This Report Table 161. Key Data Information from Secondary Sources Table 162. Key Data Information from Primary Sources List of Figures Figure 1. Global Artificial Intelligence in Drug Discovery Market Share by Type: 2020 VS 2027 Figure 2. Software Features Figure 3. Services Features Figure 4. Global Artificial Intelligence in Drug Discovery Market Share by Application: 2020 VS 2027 Figure 5. Pharmaceutical and Biotechnology Companies Case Studies Figure 6. Contract Research Organizations Case Studies Figure 7. Research Centers and Academic & Government Institutes Case Studies Figure 8. Artificial Intelligence in Drug Discovery Report Years Considered Figure 9. Global Artificial Intelligence in Drug Discovery Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 10. Global Artificial Intelligence in Drug Discovery Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 11. Global Artificial Intelligence in Drug Discovery Market Share by Regions: 2020 VS 2027 Figure 12. Global Artificial Intelligence in Drug Discovery Market Share by Regions (2022-2027) Figure 13. Global Artificial Intelligence in Drug Discovery Market Share by Players in 2020 Figure 14. Global Top Artificial Intelligence in Drug Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence in Drug Discovery as of 2020 Figure 15. The Top 10 and 5 Players Market Share by Artificial Intelligence in Drug Discovery Revenue in 2020 Figure 16. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Type (2016-2021) Figure 17. Global Artificial Intelligence in Drug Discovery Revenue Market Share by Type (2022-2027) Figure 18. North America Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 19. North America Artificial Intelligence in Drug Discovery Market Share by Type (2016-2027) Figure 20. North America Artificial Intelligence in Drug Discovery Market Share by Application (2016-2027) Figure 21. North America Artificial Intelligence in Drug Discovery Market Share by Country (2016-2027) Figure 22. United States Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Canada Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Artificial Intelligence in Drug Discovery Market Share by Type (2016-2027) Figure 26. Europe Artificial Intelligence in Drug Discovery Market Share by Application (2016-2027) Figure 27. Europe Artificial Intelligence in Drug Discovery Market Share by Country (2016-2027) Figure 28. Germany Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. France Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. U.K. Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Italy Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Russia Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Nordic Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Artificial Intelligence in Drug Discovery Market Share by Type (2016-2027) Figure 36. Asia-Pacific Artificial Intelligence in Drug Discovery Market Share by Application (2016-2027) Figure 37. Asia-Pacific Artificial Intelligence in Drug Discovery Market Share by Region (2016-2027) Figure 38. China Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. Japan Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. South Korea Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. Southeast Asia Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. India Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Australia Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Artificial Intelligence in Drug Discovery Market Share by Type (2016-2027) Figure 46. Latin America Artificial Intelligence in Drug Discovery Market Share by Application (2016-2027) Figure 47. Latin America Artificial Intelligence in Drug Discovery Market Share by Country (2016-2027) Figure 48. Mexico Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Brazil Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Artificial Intelligence in Drug Discovery Market Share by Type (2016-2027) Figure 52. Middle East & Africa Artificial Intelligence in Drug Discovery Market Share by Application (2016-2027) Figure 53. Middle East & Africa Artificial Intelligence in Drug Discovery Market Share by Country (2016-2027) Figure 54. Turkey Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. Saudi Arabia Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. UAE Artificial Intelligence in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. IBM Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 58. Microsoft Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 59. Google Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 60. NVIDIA Corporation Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 61. Atomwise, Inc. Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 62. Deep Genomics Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 63. Cloud Pharmaceuticals Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 64. Insilico Medicine Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 65. BenevolentAI Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 66. Exscientia Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 67. Cyclica Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 68. BIOAGE Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 69. Numerate Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 70. NuMedii Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 71. Envisagenics Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 72. twoXAR Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 73. OWKIN, Inc. Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 74. XtalPi Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 75. Verge Genomics Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 76. BERG LLC Revenue Growth Rate in Artificial Intelligence in Drug Discovery Business (2016-2021) Figure 77. Bottom-up and Top-down Approaches for This Report Figure 78. Data Triangulation Figure 79. Key Executives Interviewed

IBM Microsoft Google NVIDIA Corporation Atomwise, Inc. Deep Genomics Cloud Pharmaceuticals Insilico Medicine BenevolentAI Exscientia Cyclica BIOAGE Numerate NuMedii Envisagenics twoXAR OWKIN, Inc. XtalPi Verge Genomics BERG LLC