Global Artificial Intelligence (AI) In Drug Discovery Market Size, Status And Forecast 2021-2027

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 Pharmaceutical & 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 (AI) in Drug Discovery Market Perspective (2016-2027)
2.2 Artificial Intelligence (AI) in Drug Discovery Growth Trends by Regions
2.2.1 Artificial Intelligence (AI) in Drug Discovery Market Size by Regions: 2016 VS 2021 VS 2027
2.2.2 Artificial Intelligence (AI) in Drug Discovery Historic Market Share by Regions (2016-2021)
2.2.3 Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Regions (2022-2027)
2.3 Artificial Intelligence (AI) in Drug Discovery Industry Dynamic
2.3.1 Artificial Intelligence (AI) in Drug Discovery Market Trends
2.3.2 Artificial Intelligence (AI) in Drug Discovery Market Drivers
2.3.3 Artificial Intelligence (AI) in Drug Discovery Market Challenges
2.3.4 Artificial Intelligence (AI) in Drug Discovery Market Restraints

3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) in Drug Discovery Players by Revenue
3.1.1 Global Top Artificial Intelligence (AI) in Drug Discovery Players by Revenue (2016-2021)
3.1.2 Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Players (2016-2021)
3.2 Global Artificial Intelligence (AI) in Drug Discovery Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by Artificial Intelligence (AI) in Drug Discovery Revenue
3.4 Global Artificial Intelligence (AI) in Drug Discovery Market Concentration Ratio
3.4.1 Global Artificial Intelligence (AI) in Drug Discovery Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Drug Discovery Revenue in 2020
3.5 Artificial Intelligence (AI) in Drug Discovery Key Players Head office and Area Served
3.6 Key Players Artificial Intelligence (AI) in Drug Discovery Product Solution and Service
3.7 Date of Enter into Artificial Intelligence (AI) in Drug Discovery Market
3.8 Mergers & Acquisitions, Expansion Plans

4 Artificial Intelligence (AI) in Drug Discovery Breakdown Data by Type
4.1 Global Artificial Intelligence (AI) in Drug Discovery Historic Market Size by Type (2016-2021)
4.2 Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Type (2022-2027)

5 Artificial Intelligence (AI) in Drug Discovery Breakdown Data by Application
5.1 Global Artificial Intelligence (AI) in Drug Discovery Historic Market Size by Application (2016-2021)
5.2 Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Application (2022-2027)

6 North America
6.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027)
6.2 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type
6.2.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021)
6.2.2 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027)
6.2.3 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2027)
6.3 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application
6.3.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021)
6.3.2 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027)
6.3.3 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2027)
6.4 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country
6.4.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021)
6.4.2 North America Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Size (2016-2027)
7.2 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type
7.2.1 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021)
7.2.2 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027)
7.2.3 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2027)
7.3 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application
7.3.1 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021)
7.3.2 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027)
7.3.3 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2027)
7.4 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country
7.4.1 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021)
7.4.2 Europe Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Size (2016-2027)
8.2 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type
8.2.1 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027)
8.2.3 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2027)
8.3 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application
8.3.1 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027)
8.3.3 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2027)
8.4 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region
8.4.1 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Size (2016-2027)
9.2 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type
9.2.1 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021)
9.2.2 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027)
9.2.3 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2027)
9.3 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application
9.3.1 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021)
9.3.2 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027)
9.3.3 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2027)
9.4 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country
9.4.1 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021)
9.4.2 Latin America Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Size (2016-2027)
10.2 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type
10.2.1 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027)
10.2.3 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2027)
10.3 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application
10.3.1 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027)
10.3.3 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2027)
10.4 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Country
10.4.1 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.1.4 IBM Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.2.4 Microsoft Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.3.4 Google Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.4.4 NVIDIA Corporation Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.5.4 Atomwise, Inc. Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.6.4 Deep Genomics Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.7.4 Cloud Pharmaceuticals Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.8.4 Insilico Medicine Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.9.4 BenevolentAI Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.10.4 Exscientia Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.11.4 Cyclica Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.12.4 BIOAGE Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.13.4 Numerate Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.14.4 NuMedii Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.15.4 Envisagenics Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.16.4 twoXAR Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.17.4 OWKIN, Inc. Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Introduction
11.18.4 XtalPi Revenue in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
11.18.5 XtalPi Recent Development
11.18 Verge Genomics
.1 Verge Genomics Company Details
.2 Verge Genomics Business Overview
.3 Verge Genomics Artificial Intelligence (AI) in Drug Discovery Introduction
.4 Verge Genomics Revenue in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
.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 (AI) in Drug Discovery Introduction
11.20.4 BERG LLC Revenue in Artificial Intelligence (AI) 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 (AI) 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 (AI) in Drug Discovery Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 5. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 6. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Regions (2016-2021) & (US$ Million)
Table 7. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Regions (2016-2021)
Table 8. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 9. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Regions (2022-2027)
Table 10. Artificial Intelligence (AI) in Drug Discovery Market Trends
Table 11. Artificial Intelligence (AI) in Drug Discovery Market Drivers
Table 12. Artificial Intelligence (AI) in Drug Discovery Market Challenges
Table 13. Artificial Intelligence (AI) in Drug Discovery Market Restraints
Table 14. Global Artificial Intelligence (AI) in Drug Discovery Revenue by Players (2016-2021) & (US$ Million)
Table 15. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Players (2016-2021)
Table 16. Global Top Artificial Intelligence (AI) in Drug Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Drug Discovery as of 2020)
Table 17. Ranking of Global Top Artificial Intelligence (AI) in Drug Discovery Companies by Revenue (US$ Million) in 2020
Table 18. Global 5 Largest Players Market Share by Artificial Intelligence (AI) in Drug Discovery Revenue (CR5 and HHI) & (2016-2021)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Artificial Intelligence (AI) in Drug Discovery Product Solution and Service
Table 21. Date of Enter into Artificial Intelligence (AI) in Drug Discovery Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 24. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2016-2021)
Table 25. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 26. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 27. Global Artificial Intelligence (AI) in Drug Discovery Market Size Share by Application (2016-2021) & (US$ Million)
Table 28. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Application (2016-2021)
Table 29. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 30. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 31. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 32. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027) & (US$ Million)
Table 33. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) (US$ Million)
Table 34. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027) & (US$ Million)
Table 35. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million)
Table 36. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million)
Table 37. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 38. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027) & (US$ Million)
Table 39. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) (US$ Million)
Table 40. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027) & (US$ Million)
Table 41. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million)
Table 42. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million)
Table 43. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 44. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027) & (US$ Million)
Table 45. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) (US$ Million)
Table 46. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027) & (US$ Million)
Table 47. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2021) & (US$ Million)
Table 48. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2022-2027) & (US$ Million)
Table 49. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 50. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027) & (US$ Million)
Table 51. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) (US$ Million)
Table 52. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027) & (US$ Million)
Table 53. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million)
Table 54. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million)
Table 55. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) (US$ Million)
Table 56. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2022-2027) & (US$ Million)
Table 57. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) (US$ Million)
Table 58. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2022-2027) & (US$ Million)
Table 59. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million)
Table 60. Middle East & Africa Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 64. IBM Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 69. Microsoft Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 74. Google Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 79. NVIDIA Corporation Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 84. Atomwise, Inc. Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 89. Deep Genomics Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 94. Cloud Pharmaceuticals Revenue in Artificial Intelligence (AI) 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 (AI) 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 (AI) in Drug Discovery Product
Table 103. BenevolentAI Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 108. Exscientia Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 113. Cyclica Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 118. BIOAGE Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 123. Numerate Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 128. NuMedii Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 133. Envisagenics Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 138. twoXAR Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 143. OWKIN, Inc. Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 148. XtalPi Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 153. Verge Genomics Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Product
Table 158. BERG LLC Revenue in Artificial Intelligence (AI) 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 (AI) in Drug Discovery Market Share by Type: 2020 VS 2027
Figure 2. Software Features
Figure 3. Services Features
Figure 4. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Application: 2020 VS 2027
Figure 5. Pharmaceutical & 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 (AI) in Drug Discovery Report Years Considered
Figure 9. Global Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 10. Global Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 11. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Regions: 2020 VS 2027
Figure 12. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Regions (2022-2027)
Figure 13. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Players in 2020
Figure 14. Global Top Artificial Intelligence (AI) in Drug Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence (AI) in Drug Discovery as of 2020
Figure 15. The Top 10 and 5 Players Market Share by Artificial Intelligence (AI) in Drug Discovery Revenue in 2020
Figure 16. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2016-2021)
Figure 17. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2022-2027)
Figure 18. North America Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 19. North America Artificial Intelligence (AI) in Drug Discovery Market Share by Type (2016-2027)
Figure 20. North America Artificial Intelligence (AI) in Drug Discovery Market Share by Application (2016-2027)
Figure 21. North America Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027)
Figure 22. United States Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 23. Canada Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 24. Europe Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 25. Europe Artificial Intelligence (AI) in Drug Discovery Market Share by Type (2016-2027)
Figure 26. Europe Artificial Intelligence (AI) in Drug Discovery Market Share by Application (2016-2027)
Figure 27. Europe Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027)
Figure 28. Germany Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 29. France Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 30. U.K. Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 31. Italy Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. Russia Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. Nordic Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Type (2016-2027)
Figure 36. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Application (2016-2027)
Figure 37. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Region (2016-2027)
Figure 38. China Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 39. Japan Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 40. South Korea Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 41. Southeast Asia Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. India Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. Australia Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. Latin America Artificial Intelligence (AI) in Drug Discovery Market Share by Type (2016-2027)
Figure 46. Latin America Artificial Intelligence (AI) in Drug Discovery Market Share by Application (2016-2027)
Figure 47. Latin America Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027)
Figure 48. Mexico Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 49. Brazil Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 50. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 51. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Share by Type (2016-2027)
Figure 52. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Share by Application (2016-2027)
Figure 53. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027)
Figure 54. Turkey Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 55. Saudi Arabia Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 56. UAE Artificial Intelligence (AI) in Drug Discovery Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 57. IBM Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 58. Microsoft Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 59. Google Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 60. NVIDIA Corporation Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 61. Atomwise, Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 62. Deep Genomics Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 63. Cloud Pharmaceuticals Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 64. Insilico Medicine Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 65. BenevolentAI Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 66. Exscientia Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 67. Cyclica Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 68. BIOAGE Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 69. Numerate Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 70. NuMedii Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 71. Envisagenics Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 72. twoXAR Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 73. OWKIN, Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 74. XtalPi Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 75. Verge Genomics Revenue Growth Rate in Artificial Intelligence (AI) in Drug Discovery Business (2016-2021)
Figure 76. BERG LLC Revenue Growth Rate in Artificial Intelligence (AI) 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

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.