1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Artificial Intelligence For Drug Development and Discovery Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Target Identification 1.2.3 Molecule Screening 1.2.4 De Novo Drug Design & Drug Optimization 1.2.5 Preclinical & Clinical Testing 1.3 Market by Application 1.3.1 Global Artificial Intelligence For Drug Development and Discovery Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Pharmaceutical & Biotechnology Companies 1.3.3 Contract Research Organization 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Artificial Intelligence For Drug Development and Discovery Market Perspective (2016-2027) 2.2 Artificial Intelligence For Drug Development and Discovery Growth Trends by Regions 2.2.1 Artificial Intelligence For Drug Development and Discovery Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Artificial Intelligence For Drug Development and Discovery Historic Market Share by Regions (2016-2021) 2.2.3 Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Regions (2022-2027) 2.3 Artificial Intelligence For Drug Development and Discovery Industry Dynamic 2.3.1 Artificial Intelligence For Drug Development and Discovery Market Trends 2.3.2 Artificial Intelligence For Drug Development and Discovery Market Drivers 2.3.3 Artificial Intelligence For Drug Development and Discovery Market Challenges 2.3.4 Artificial Intelligence For Drug Development and Discovery Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Artificial Intelligence For Drug Development and Discovery Players by Revenue 3.1.1 Global Top Artificial Intelligence For Drug Development and Discovery Players by Revenue (2016-2021) 3.1.2 Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Players (2016-2021) 3.2 Global Artificial Intelligence For Drug Development and Discovery Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Artificial Intelligence For Drug Development and Discovery Revenue 3.4 Global Artificial Intelligence For Drug Development and Discovery Market Concentration Ratio 3.4.1 Global Artificial Intelligence For Drug Development and Discovery Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence For Drug Development and Discovery Revenue in 2020 3.5 Artificial Intelligence For Drug Development and Discovery Key Players Head office and Area Served 3.6 Key Players Artificial Intelligence For Drug Development and Discovery Product Solution and Service 3.7 Date of Enter into Artificial Intelligence For Drug Development and Discovery Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Artificial Intelligence For Drug Development and Discovery Breakdown Data by Type 4.1 Global Artificial Intelligence For Drug Development and Discovery Historic Market Size by Type (2016-2021) 4.2 Global Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Type (2022-2027) 5 Artificial Intelligence For Drug Development and Discovery Breakdown Data by Application 5.1 Global Artificial Intelligence For Drug Development and Discovery Historic Market Size by Application (2016-2021) 5.2 Global Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Artificial Intelligence For Drug Development and Discovery Market Size (2016-2027) 6.2 North America Artificial Intelligence For Drug Development and Discovery Market Size by Type 6.2.1 North America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) 6.2.2 North America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) 6.2.3 North America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2027) 6.3 North America Artificial Intelligence For Drug Development and Discovery Market Size by Application 6.3.1 North America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) 6.3.2 North America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) 6.3.3 North America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2027) 6.4 North America Artificial Intelligence For Drug Development and Discovery Market Size by Country 6.4.1 North America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) 6.4.2 North America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Artificial Intelligence For Drug Development and Discovery Market Size (2016-2027) 7.2 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type 7.2.1 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) 7.2.2 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) 7.2.3 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2027) 7.3 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application 7.3.1 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) 7.3.2 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) 7.3.3 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2027) 7.4 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Country 7.4.1 Europe Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) 7.4.2 Europe Artificial Intelligence For Drug Development and 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 For Drug Development and Discovery Market Size (2016-2027) 8.2 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type 8.2.1 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2027) 8.3 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application 8.3.1 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2027) 8.4 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Region 8.4.1 Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Artificial Intelligence For Drug Development and 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 For Drug Development and Discovery Market Size (2016-2027) 9.2 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type 9.2.1 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) 9.2.2 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) 9.2.3 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2027) 9.3 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application 9.3.1 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) 9.3.2 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) 9.3.3 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2027) 9.4 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Country 9.4.1 Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) 9.4.2 Latin America Artificial Intelligence For Drug Development and 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 For Drug Development and Discovery Market Size (2016-2027) 10.2 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type 10.2.1 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2027) 10.3 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application 10.3.1 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2027) 10.4 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Country 10.4.1 Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Artificial Intelligence For Drug Development and 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 Alphabet 11.1.1 Alphabet Company Details 11.1.2 Alphabet Business Overview 11.1.3 Alphabet Artificial Intelligence For Drug Development and Discovery Introduction 11.1.4 Alphabet Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.1.5 Alphabet Recent Development 11.2 Atomwise 11.2.1 Atomwise Company Details 11.2.2 Atomwise Business Overview 11.2.3 Atomwise Artificial Intelligence For Drug Development and Discovery Introduction 11.2.4 Atomwise Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.2.5 Atomwise Recent Development 11.3 Benevolent AI 11.3.1 Benevolent AI Company Details 11.3.2 Benevolent AI Business Overview 11.3.3 Benevolent AI Artificial Intelligence For Drug Development and Discovery Introduction 11.3.4 Benevolent AI Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.3.5 Benevolent AI Recent Development 11.4 Cloud Pharmaceutical 11.4.1 Cloud Pharmaceutical Company Details 11.4.2 Cloud Pharmaceutical Business Overview 11.4.3 Cloud Pharmaceutical Artificial Intelligence For Drug Development and Discovery Introduction 11.4.4 Cloud Pharmaceutical Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.4.5 Cloud Pharmaceutical Recent Development 11.5 Deep Genomics 11.5.1 Deep Genomics Company Details 11.5.2 Deep Genomics Business Overview 11.5.3 Deep Genomics Artificial Intelligence For Drug Development and Discovery Introduction 11.5.4 Deep Genomics Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.5.5 Deep Genomics Recent Development 11.6 Exscientia 11.6.1 Exscientia Company Details 11.6.2 Exscientia Business Overview 11.6.3 Exscientia Artificial Intelligence For Drug Development and Discovery Introduction 11.6.4 Exscientia Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.6.5 Exscientia Recent Development 11.7 IBM Corporation 11.7.1 IBM Corporation Company Details 11.7.2 IBM Corporation Business Overview 11.7.3 IBM Corporation Artificial Intelligence For Drug Development and Discovery Introduction 11.7.4 IBM Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.7.5 IBM Corporation 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 For Drug Development and Discovery Introduction 11.8.4 Insilico Medicine Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.8.5 Insilico Medicine Recent Development 11.9 Microsoft Corporation 11.9.1 Microsoft Corporation Company Details 11.9.2 Microsoft Corporation Business Overview 11.9.3 Microsoft Corporation Artificial Intelligence For Drug Development and Discovery Introduction 11.9.4 Microsoft Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.9.5 Microsoft Corporation Recent Development 11.10 Nvidia Corporation 11.10.1 Nvidia Corporation Company Details 11.10.2 Nvidia Corporation Business Overview 11.10.3 Nvidia Corporation Artificial Intelligence For Drug Development and Discovery Introduction 11.10.4 Nvidia Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) 11.10.5 Nvidia Corporation 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 For Drug Development and Discovery Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Target Identification Table 3. Key Players of Molecule Screening Table 4. Key Players of De Novo Drug Design & Drug Optimization Table 5. Key Players of Preclinical & Clinical Testing Table 6. Global Artificial Intelligence For Drug Development and Discovery Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 7. Global Artificial Intelligence For Drug Development and Discovery Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 8. Global Artificial Intelligence For Drug Development and Discovery Market Size by Regions (2016-2021) & (US$ Million) Table 9. Global Artificial Intelligence For Drug Development and Discovery Market Share by Regions (2016-2021) Table 10. Global Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 11. Global Artificial Intelligence For Drug Development and Discovery Market Share by Regions (2022-2027) Table 12. Artificial Intelligence For Drug Development and Discovery Market Trends Table 13. Artificial Intelligence For Drug Development and Discovery Market Drivers Table 14. Artificial Intelligence For Drug Development and Discovery Market Challenges Table 15. Artificial Intelligence For Drug Development and Discovery Market Restraints Table 16. Global Artificial Intelligence For Drug Development and Discovery Revenue by Players (2016-2021) & (US$ Million) Table 17. Global Artificial Intelligence For Drug Development and Discovery Market Share by Players (2016-2021) Table 18. Global Top Artificial Intelligence For Drug Development and Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence For Drug Development and Discovery as of 2020) Table 19. Ranking of Global Top Artificial Intelligence For Drug Development and Discovery Companies by Revenue (US$ Million) in 2020 Table 20. Global 5 Largest Players Market Share by Artificial Intelligence For Drug Development and Discovery Revenue (CR5 and HHI) & (2016-2021) Table 21. Key Players Headquarters and Area Served Table 22. Key Players Artificial Intelligence For Drug Development and Discovery Product Solution and Service Table 23. Date of Enter into Artificial Intelligence For Drug Development and Discovery Market Table 24. Mergers & Acquisitions, Expansion Plans Table 25. Global Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 26. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Type (2016-2021) Table 27. Global Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Type (2022-2027) (US$ Million) Table 28. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Type (2022-2027) & (US$ Million) Table 29. Global Artificial Intelligence For Drug Development and Discovery Market Size Share by Application (2016-2021) & (US$ Million) Table 30. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Application (2016-2021) Table 31. Global Artificial Intelligence For Drug Development and Discovery Forecasted Market Size by Application (2022-2027) (US$ Million) Table 32. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Application (2022-2027) & (US$ Million) Table 33. North America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 34. North America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) & (US$ Million) Table 35. North America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) (US$ Million) Table 36. North America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) & (US$ Million) Table 37. North America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) & (US$ Million) Table 38. North America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2022-2027) & (US$ Million) Table 39. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 40. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) & (US$ Million) Table 41. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) (US$ Million) Table 42. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) & (US$ Million) Table 43. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) & (US$ Million) Table 44. Europe Artificial Intelligence For Drug Development and Discovery Market Size by Country (2022-2027) & (US$ Million) Table 45. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 46. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) & (US$ Million) Table 47. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) (US$ Million) Table 48. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) & (US$ Million) Table 49. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Region (2016-2021) & (US$ Million) Table 50. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size by Region (2022-2027) & (US$ Million) Table 51. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 52. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) & (US$ Million) Table 53. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) (US$ Million) Table 54. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) & (US$ Million) Table 55. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) & (US$ Million) Table 56. Latin America Artificial Intelligence For Drug Development and Discovery Market Size by Country (2022-2027) & (US$ Million) Table 57. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type (2016-2021) (US$ Million) Table 58. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Type (2022-2027) & (US$ Million) Table 59. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application (2016-2021) (US$ Million) Table 60. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Application (2022-2027) & (US$ Million) Table 61. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Country (2016-2021) & (US$ Million) Table 62. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size by Country (2022-2027) & (US$ Million) Table 63. Alphabet Company Details Table 64. Alphabet Business Overview Table 65. Alphabet Artificial Intelligence For Drug Development and Discovery Product Table 66. Alphabet Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 67. Alphabet Recent Development Table 68. Atomwise Company Details Table 69. Atomwise Business Overview Table 70. Atomwise Artificial Intelligence For Drug Development and Discovery Product Table 71. Atomwise Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 72. Atomwise Recent Development Table 73. Benevolent AI Company Details Table 74. Benevolent AI Business Overview Table 75. Benevolent AI Artificial Intelligence For Drug Development and Discovery Product Table 76. Benevolent AI Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 77. Benevolent AI Recent Development Table 78. Cloud Pharmaceutical Company Details Table 79. Cloud Pharmaceutical Business Overview Table 80. Cloud Pharmaceutical Artificial Intelligence For Drug Development and Discovery Product Table 81. Cloud Pharmaceutical Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 82. Cloud Pharmaceutical Recent Development Table 83. Deep Genomics Company Details Table 84. Deep Genomics Business Overview Table 85. Deep Genomics Artificial Intelligence For Drug Development and Discovery Product Table 86. Deep Genomics Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 87. Deep Genomics Recent Development Table 88. Exscientia Company Details Table 89. Exscientia Business Overview Table 90. Exscientia Artificial Intelligence For Drug Development and Discovery Product Table 91. Exscientia Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 92. Exscientia Recent Development Table 93. IBM Corporation Company Details Table 94. IBM Corporation Business Overview Table 95. IBM Corporation Artificial Intelligence For Drug Development and Discovery Product Table 96. IBM Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 97. IBM Corporation Recent Development Table 98. Insilico Medicine Company Details Table 99. Insilico Medicine Business Overview Table 100. Insilico Medicine Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 101. Insilico Medicine Recent Development Table 102. Microsoft Corporation Company Details Table 103. Microsoft Corporation Business Overview Table 104. Microsoft Corporation Artificial Intelligence For Drug Development and Discovery Product Table 105. Microsoft Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 106. Microsoft Corporation Recent Development Table 107. Nvidia Corporation Company Details Table 108. Nvidia Corporation Business Overview Table 109. Nvidia Corporation Artificial Intelligence For Drug Development and Discovery Product Table 110. Nvidia Corporation Revenue in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) & (US$ Million) Table 111. Nvidia Corporation Recent Development Table 112. Research Programs/Design for This Report Table 113. Key Data Information from Secondary Sources Table 114. Key Data Information from Primary Sources List of Figures Figure 1. Global Artificial Intelligence For Drug Development and Discovery Market Share by Type: 2020 VS 2027 Figure 2. Target Identification Features Figure 3. Molecule Screening Features Figure 4. De Novo Drug Design & Drug Optimization Features Figure 5. Preclinical & Clinical Testing Features Figure 6. Global Artificial Intelligence For Drug Development and Discovery Market Share by Application: 2020 VS 2027 Figure 7. Pharmaceutical & Biotechnology Companies Case Studies Figure 8. Contract Research Organization Case Studies Figure 9. Artificial Intelligence For Drug Development and Discovery Report Years Considered Figure 10. Global Artificial Intelligence For Drug Development and Discovery Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 11. Global Artificial Intelligence For Drug Development and Discovery Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 12. Global Artificial Intelligence For Drug Development and Discovery Market Share by Regions: 2020 VS 2027 Figure 13. Global Artificial Intelligence For Drug Development and Discovery Market Share by Regions (2022-2027) Figure 14. Global Artificial Intelligence For Drug Development and Discovery Market Share by Players in 2020 Figure 15. Global Top Artificial Intelligence For Drug Development and Discovery Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Artificial Intelligence For Drug Development and Discovery as of 2020 Figure 16. The Top 10 and 5 Players Market Share by Artificial Intelligence For Drug Development and Discovery Revenue in 2020 Figure 17. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Type (2016-2021) Figure 18. Global Artificial Intelligence For Drug Development and Discovery Revenue Market Share by Type (2022-2027) Figure 19. North America Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 20. North America Artificial Intelligence For Drug Development and Discovery Market Share by Type (2016-2027) Figure 21. North America Artificial Intelligence For Drug Development and Discovery Market Share by Application (2016-2027) Figure 22. North America Artificial Intelligence For Drug Development and Discovery Market Share by Country (2016-2027) Figure 23. United States Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Canada Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 26. Europe Artificial Intelligence For Drug Development and Discovery Market Share by Type (2016-2027) Figure 27. Europe Artificial Intelligence For Drug Development and Discovery Market Share by Application (2016-2027) Figure 28. Europe Artificial Intelligence For Drug Development and Discovery Market Share by Country (2016-2027) Figure 29. Germany Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. France Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. U.K. Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Italy Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Russia Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Nordic Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Share by Type (2016-2027) Figure 37. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Share by Application (2016-2027) Figure 38. Asia-Pacific Artificial Intelligence For Drug Development and Discovery Market Share by Region (2016-2027) Figure 39. China Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Japan Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. South Korea Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Southeast Asia Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. India Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Australia Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. Latin America Artificial Intelligence For Drug Development and Discovery Market Share by Type (2016-2027) Figure 47. Latin America Artificial Intelligence For Drug Development and Discovery Market Share by Application (2016-2027) Figure 48. Latin America Artificial Intelligence For Drug Development and Discovery Market Share by Country (2016-2027) Figure 49. Mexico Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Brazil Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Share by Type (2016-2027) Figure 53. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Share by Application (2016-2027) Figure 54. Middle East & Africa Artificial Intelligence For Drug Development and Discovery Market Share by Country (2016-2027) Figure 55. Turkey Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Saudi Arabia Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. UAE Artificial Intelligence For Drug Development and Discovery Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. Alphabet Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 59. Atomwise Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 60. Benevolent AI Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 61. Cloud Pharmaceutical Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 62. Deep Genomics Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 63. Exscientia Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 64. IBM Corporation Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 65. Insilico Medicine Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 66. Microsoft Corporation Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 67. Nvidia Corporation Revenue Growth Rate in Artificial Intelligence For Drug Development and Discovery Business (2016-2021) Figure 68. Bottom-up and Top-down Approaches for This Report Figure 69. Data Triangulation Figure 70. Key Executives Interviewed

Alphabet Atomwise Benevolent AI Cloud Pharmaceutical Deep Genomics Exscientia IBM Corporation Insilico Medicine Microsoft Corporation Nvidia Corporation