1 Market Overview of Artificial Intelligence (AI) in Drug Discovery 1.1 Artificial Intelligence (AI) in Drug Discovery Market Overview 1.1.1 Artificial Intelligence (AI) in Drug Discovery Product Scope 1.1.2 Artificial Intelligence (AI) in Drug Discovery Market Status and Outlook 1.2 Global Artificial Intelligence (AI) in Drug Discovery Market Size Overview by Region 2016 VS 2021VS 2027 1.3 Global Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2027) 1.4 Global Artificial Intelligence (AI) in Drug Discovery Historic Market Size by Region (2016-2021) 1.5 Global Artificial Intelligence (AI) in Drug Discovery Market Size Forecast by Region (2022-2027) 1.6 Key Regions, Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 1.6.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 1.6.2 Europe Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 1.6.3 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 1.6.4 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 1.6.5 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) 2 Artificial Intelligence (AI) in Drug Discovery Market Overview by Type 2.1 Global Artificial Intelligence (AI) in Drug Discovery Market Size by Type: 2016 VS 2021 VS 2027 2.2 Global Artificial Intelligence (AI) in Drug Discovery Historic Market Size by Type (2016-2021) 2.3 Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Type (2022-2027) 2.4 Software 2.5 Services 3 Artificial Intelligence (AI) in Drug Discovery Market Overview by Application 3.1 Global Artificial Intelligence (AI) in Drug Discovery Market Size by Application: 2016 VS 2021 VS 2027 3.2 Global Artificial Intelligence (AI) in Drug Discovery Historic Market Size by Application (2016-2021) 3.3 Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Application (2022-2027) 3.4 Pharmaceutical & Biotechnology Companies 3.5 Contract Research Organizations 3.6 Research Centers and Academic & Government Institutes 4 Artificial Intelligence (AI) in Drug Discovery Competition Analysis by Players 4.1 Global Artificial Intelligence (AI) in Drug Discovery Market Size by Players (2016-2021) 4.2 Global Top 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) 4.3 Date of Key Players Enter into Artificial Intelligence (AI) in Drug Discovery Market 4.4 Global Top Players Artificial Intelligence (AI) in Drug Discovery Headquarters and Area Served 4.5 Key Players Artificial Intelligence (AI) in Drug Discovery Product Solution and Service 4.6 Competitive Status 4.6.1 Artificial Intelligence (AI) in Drug Discovery Market Concentration Rate 4.6.2 Mergers & Acquisitions, Expansion Plans 5 Company (Top Players) Profiles and Key Data 5.1 IBM 5.1.1 IBM Profile 5.1.2 IBM Main Business 5.1.3 IBM Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.1.4 IBM Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.1.5 IBM Recent Developments 5.2 Microsoft 5.2.1 Microsoft Profile 5.2.2 Microsoft Main Business 5.2.3 Microsoft Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.2.4 Microsoft Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.2.5 Microsoft Recent Developments 5.3 Google 5.5.1 Google Profile 5.3.2 Google Main Business 5.3.3 Google Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.3.4 Google Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.3.5 NVIDIA Corporation Recent Developments 5.4 NVIDIA Corporation 5.4.1 NVIDIA Corporation Profile 5.4.2 NVIDIA Corporation Main Business 5.4.3 NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.4.4 NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.4.5 NVIDIA Corporation Recent Developments 5.5 Atomwise, Inc. 5.5.1 Atomwise, Inc. Profile 5.5.2 Atomwise, Inc. Main Business 5.5.3 Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.5.4 Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.5.5 Atomwise, Inc. Recent Developments 5.6 Deep Genomics 5.6.1 Deep Genomics Profile 5.6.2 Deep Genomics Main Business 5.6.3 Deep Genomics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.6.4 Deep Genomics Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.6.5 Deep Genomics Recent Developments 5.7 Cloud Pharmaceuticals 5.7.1 Cloud Pharmaceuticals Profile 5.7.2 Cloud Pharmaceuticals Main Business 5.7.3 Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.7.4 Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.7.5 Cloud Pharmaceuticals Recent Developments 5.8 Insilico Medicine 5.8.1 Insilico Medicine Profile 5.8.2 Insilico Medicine Main Business 5.8.3 Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.8.4 Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.8.5 Insilico Medicine Recent Developments 5.9 BenevolentAI 5.9.1 BenevolentAI Profile 5.9.2 BenevolentAI Main Business 5.9.3 BenevolentAI Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.9.4 BenevolentAI Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.9.5 BenevolentAI Recent Developments 5.10 Exscientia 5.10.1 Exscientia Profile 5.10.2 Exscientia Main Business 5.10.3 Exscientia Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.10.4 Exscientia Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.10.5 Exscientia Recent Developments 5.11 Cyclica 5.11.1 Cyclica Profile 5.11.2 Cyclica Main Business 5.11.3 Cyclica Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.11.4 Cyclica Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.11.5 Cyclica Recent Developments 5.12 BIOAGE 5.12.1 BIOAGE Profile 5.12.2 BIOAGE Main Business 5.12.3 BIOAGE Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.12.4 BIOAGE Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.12.5 BIOAGE Recent Developments 5.13 Numerate 5.13.1 Numerate Profile 5.13.2 Numerate Main Business 5.13.3 Numerate Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.13.4 Numerate Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.13.5 Numerate Recent Developments 5.14 NuMedii 5.14.1 NuMedii Profile 5.14.2 NuMedii Main Business 5.14.3 NuMedii Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.14.4 NuMedii Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.14.5 NuMedii Recent Developments 5.15 Envisagenics 5.15.1 Envisagenics Profile 5.15.2 Envisagenics Main Business 5.15.3 Envisagenics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.15.4 Envisagenics Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.15.5 Envisagenics Recent Developments 5.16 twoXAR 5.16.1 twoXAR Profile 5.16.2 twoXAR Main Business 5.16.3 twoXAR Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.16.4 twoXAR Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.16.5 twoXAR Recent Developments 5.17 OWKIN, Inc. 5.17.1 OWKIN, Inc. Profile 5.17.2 OWKIN, Inc. Main Business 5.17.3 OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.17.4 OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.17.5 OWKIN, Inc. Recent Developments 5.18 XtalPi 5.18.1 XtalPi Profile 5.18.2 XtalPi Main Business 5.18.3 XtalPi Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.18.4 XtalPi Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.18.5 XtalPi Recent Developments 5.19 Verge Genomics 5.19.1 Verge Genomics Profile 5.19.2 Verge Genomics Main Business 5.19.3 Verge Genomics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.19.4 Verge Genomics Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.19.5 Verge Genomics Recent Developments 5.20 BERG LLC 5.20.1 BERG LLC Profile 5.20.2 BERG LLC Main Business 5.20.3 BERG LLC Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions 5.20.4 BERG LLC Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) & (2016-2021) 5.20.5 BERG LLC Recent Developments 6 North America 6.1 North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2027) 6.2 United States 6.3 Canada 7 Europe 7.1 Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2027) 7.2 Germany 7.3 France 7.4 U.K. 7.5 Italy 7.6 Russia 7.7 Nordic 7.8 Rest of Europe 8 Asia-Pacific 8.1 Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2027) 8.2 China 8.3 Japan 8.4 South Korea 8.5 Southeast Asia 8.6 India 8.7 Australia 8.8 Rest of Asia-Pacific 9 Latin America 9.1 Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2027) 9.2 Mexico 9.3 Brazil 9.4 Rest of Latin America 10 Middle East & Africa 10.1 Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2027) 10.2 Turkey 10.3 Saudi Arabia 10.4 UAE 10.5 Rest of Middle East & Africa 11 Artificial Intelligence (AI) in Drug Discovery Market Dynamics 11.1 Artificial Intelligence (AI) in Drug Discovery Industry Trends 11.2 Artificial Intelligence (AI) in Drug Discovery Market Drivers 11.3 Artificial Intelligence (AI) in Drug Discovery Market Challenges 11.4 Artificial Intelligence (AI) in Drug Discovery Market Restraints 12 Research Finding /Conclusion 13 Methodology and Data Source 13.1 Methodology/Research Approach 13.1.1 Research Programs/Design 13.1.2 Market Size Estimation 13.1.3 Market Breakdown and Data Triangulation 13.2 Data Source 13.2.1 Secondary Sources 13.2.2 Primary Sources 13.3 Disclaimer 13.4 Author List

List of Tables Table 1. Global Market Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) Comparison by Region 2016 VS 2021 VS 2027 Table 2. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2021) & (US$ Million) Table 3. Global Artificial Intelligence (AI) in Drug Discovery Market Size Share by Region (2016-2021) Table 4. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Region (2022-2027) & (US$ Million) Table 5. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size Share by Region (2022-2027) Table 6. Global Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) by Type: 2016 VS 2021 VS 2027 Table 7. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Type (2016-2021) & (US$ Million) Table 8. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2016-2021) Table 9. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Type (2022-2027) & (US$ Million) Table 10. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Type (2022-2027) Table 11. Global Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) by Application: 2016 VS 2021 VS 2027 Table 12. Global Artificial Intelligence (AI) in Drug Discovery Market Size by Application (2016-2021) & (US$ Million) Table 13. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Application (2016-2021) Table 14. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size by Application (2022-2027) & (US$ Million) Table 15. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Application (2022-2027) Table 16. Global Artificial Intelligence (AI) in Drug Discovery Revenue (US$ Million) by Players (2016-2021) Table 17. Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share by Players (2016-2021) Table 18. Global Top Manufacturers Market Share 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 19. Date of Key Manufacturers Enter into Artificial Intelligence (AI) in Drug Discovery Market Table 20. Global Artificial Intelligence (AI) in Drug Discovery Top Players Headquarters and Area Served Table 21. Artificial Intelligence (AI) in Drug Discovery Product Solution and Service Table 22. Global Artificial Intelligence (AI) in Drug Discovery Players Market Concentration Ratio (CR5 and HHI) Table 23. Mergers & Acquisitions, Expansion Plans Table 24. IBM Basic Information List Table 25. IBM Description and Business Overview Table 26. IBM Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 27. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of IBM (2016-2021) Table 28. IBM Recent Developments Table 29. Microsoft Basic Information List Table 30. Microsoft Description and Business Overview Table 31. Microsoft Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 32. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Microsoft (2016-2021) Table 33. Microsoft Recent Developments Table 34. Google Basic Information List Table 35. Google Description and Business Overview Table 36. Google Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 37. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Google (2016-2021) Table 38. Google Recent Developments Table 39. NVIDIA Corporation Basic Information List Table 40. NVIDIA Corporation Description and Business Overview Table 41. NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 42. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of NVIDIA Corporation (2016-2021) Table 43. NVIDIA Corporation Recent Developments Table 44. Atomwise, Inc. Basic Information List Table 45. Atomwise, Inc. Description and Business Overview Table 46. Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 47. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Atomwise, Inc. (2016-2021) Table 48. Atomwise, Inc. Recent Developments Table 49. Deep Genomics Basic Information List Table 50. Deep Genomics Description and Business Overview Table 51. Deep Genomics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 52. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Deep Genomics (2016-2021) Table 53. Deep Genomics Recent Developments Table 54. Cloud Pharmaceuticals Basic Information List Table 55. Cloud Pharmaceuticals Description and Business Overview Table 56. Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 57. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Cloud Pharmaceuticals (2016-2021) Table 58. Cloud Pharmaceuticals Recent Developments Table 59. Insilico Medicine Basic Information List Table 60. Insilico Medicine Description and Business Overview Table 61. Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 62. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Insilico Medicine (2016-2021) Table 63. Insilico Medicine Recent Developments Table 64. BenevolentAI Basic Information List Table 65. BenevolentAI Description and Business Overview Table 66. BenevolentAI Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 67. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of BenevolentAI (2016-2021) Table 68. BenevolentAI Recent Developments Table 69. Exscientia Basic Information List Table 70. Exscientia Description and Business Overview Table 71. Exscientia Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 72. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Exscientia (2016-2021) Table 73. Exscientia Recent Developments Table 74. Cyclica Basic Information List Table 75. Cyclica Description and Business Overview Table 76. Cyclica Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 77. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Cyclica (2016-2021) Table 78. Cyclica Recent Developments Table 79. BIOAGE Basic Information List Table 80. BIOAGE Description and Business Overview Table 81. BIOAGE Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 82. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of BIOAGE (2016-2021) Table 83. BIOAGE Recent Developments Table 84. Numerate Basic Information List Table 85. Numerate Description and Business Overview Table 86. Numerate Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 87. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Numerate (2016-2021) Table 88. Numerate Recent Developments Table 89. NuMedii Basic Information List Table 90. NuMedii Description and Business Overview Table 91. NuMedii Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 92. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of NuMedii (2016-2021) Table 93. NuMedii Recent Developments Table 94. Envisagenics Basic Information List Table 95. Envisagenics Description and Business Overview Table 96. Envisagenics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 97. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Envisagenics (2016-2021) Table 98. Envisagenics Recent Developments Table 99. twoXAR Basic Information List Table 100. twoXAR Description and Business Overview Table 101. twoXAR Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 102. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of twoXAR (2016-2021) Table 103. twoXAR Recent Developments Table 104. OWKIN, Inc. Basic Information List Table 105. OWKIN, Inc. Description and Business Overview Table 106. OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 107. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of OWKIN, Inc. (2016-2021) Table 108. OWKIN, Inc. Recent Developments Table 109. XtalPi Basic Information List Table 110. XtalPi Description and Business Overview Table 111. XtalPi Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 112. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of XtalPi (2016-2021) Table 113. XtalPi Recent Developments Table 114. Verge Genomics Basic Information List Table 115. Verge Genomics Description and Business Overview Table 116. Verge Genomics Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 117. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of Verge Genomics (2016-2021) Table 118. Verge Genomics Recent Developments Table 119. BERG LLC Basic Information List Table 120. BERG LLC Description and Business Overview Table 121. BERG LLC Artificial Intelligence (AI) in Drug Discovery Products, Services and Solutions Table 122. Revenue (US$ Million) in Artificial Intelligence (AI) in Drug Discovery Business of BERG LLC (2016-2021) Table 123. BERG LLC Recent Developments Table 124. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 125. North America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 126. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 127. Europe Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 128. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2016-2021) & (US$ Million) Table 129. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size by Region (2022-2027) & (US$ Million) Table 130. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Region (2016-2021) Table 131. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Region (2022-2027) Table 132. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2016-2021) & (US$ Million) Table 133. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 134. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Players (2016-2021) & (US$ Million) Table 135. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size by Country (2022-2027) & (US$ Million) Table 136. Artificial Intelligence (AI) in Drug Discovery Market Trends Table 137. Artificial Intelligence (AI) in Drug Discovery Market Drivers Table 138. Artificial Intelligence (AI) in Drug Discovery Market Challenges Table 139. Artificial Intelligence (AI) in Drug Discovery Market Restraints Table 140. Research Programs/Design for This Report Table 141. Key Data Information from Secondary Sources Table 142. Key Data Information from Primary Sources List of Figures Figure 1. Global Artificial Intelligence (AI) in Drug Discovery Market Size Year-over-Year 2016-2027 & (US$ Million) Figure 2. Global Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 3. Global Artificial Intelligence (AI) in Drug Discovery Market Share by Regions: 2021 VS 2027 Figure 4. Global Artificial Intelligence (AI) in Drug Discovery Forecasted Market Size Share by Region (2022-2027) Figure 5. North America Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) Growth Rate (2016-2027) Figure 6. Europe Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) and Growth Rate (2016-2027) Figure 7. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) and Growth Rate (2016-2027) Figure 8. Latin America Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) and Growth Rate (2016-2027) Figure 9. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size (US$ Million) and Growth Rate (2016-2027) Figure 10. Global Artificial Intelligence (AI) in Drug Discovery Market Size Share by Type in 2021 & 2027 Figure 11. Software Market Size (US$ Million) YoY Growth (2016-2027) Figure 12. Services Market Size (US$ Million) YoY Growth (2016-2027) Figure 13. Global Artificial Intelligence (AI) in Drug Discovery Market Size Share by Application in 2021 & 2027 Figure 14. Pharmaceutical & Biotechnology Companies Market Size (US$ Million) YoY Growth (2016-2027) Figure 15. Contract Research Organizations Market Size (US$ Million) YoY Growth (2016-2027) Figure 16. Research Centers and Academic & Government Institutes Market Size (US$ Million) YoY Growth (2016-2027) Figure 17. Artificial Intelligence (AI) in Drug Discovery Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020 Figure 18. Global Top 5 and Top 10 Players Artificial Intelligence (AI) in Drug Discovery Market Share in 2020 Figure 19. North America Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027) Figure 20. United States Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 21. Canada Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 22. Germany Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 23. France Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 24. U.K. Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 25. Italy Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 26. Russia Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 27. Nordic Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 28. Rest of Europe Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 29. Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Share by Region (2016-2027) Figure 30. China Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 31. Japan Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 32. South Korea Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 33. Southeast Asia Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 34. India Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 35. Australia Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 36. Rest of Asia-Pacific Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 37. Latin America Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027) Figure 38. Mexico Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 39. Brazil Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 40. Rest of Latin America Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 41. Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Share by Country (2016-2027) Figure 42. Turkey Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 43. Saudi Arabia Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 44. UAE Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 45. Rest of Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Market Size (2016-2027) & (US$ Million) Figure 46. Bottom-up and Top-down Approaches for This Report Figure 47. Data Triangulation

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