1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global AI for Pharma and Biotech Market Size Growth Rate by Type: 2017 VS 2021 VS 2028 1.2.2 Deep Learning 1.2.3 Big Data 1.2.4 Image Detection 1.2.5 Others 1.3 Market by Application 1.3.1 Global AI for Pharma and Biotech Market Share by Application: 2017 VS 2021 VS 2028 1.3.2 Hospital 1.3.3 Clinic 1.3.4 Research Center 1.3.5 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global AI for Pharma and Biotech Market Perspective (2017-2028) 2.2 AI for Pharma and Biotech Growth Trends by Region 2.2.1 AI for Pharma and Biotech Market Size by Region: 2017 VS 2021 VS 2028 2.2.2 AI for Pharma and Biotech Historic Market Size by Region (2017-2022) 2.2.3 AI for Pharma and Biotech Forecasted Market Size by Region (2023-2028) 2.3 AI for Pharma and Biotech Market Dynamics 2.3.1 AI for Pharma and Biotech Industry Trends 2.3.2 AI for Pharma and Biotech Market Drivers 2.3.3 AI for Pharma and Biotech Market Challenges 2.3.4 AI for Pharma and Biotech Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top AI for Pharma and Biotech Players by Revenue 3.1.1 Global Top AI for Pharma and Biotech Players by Revenue (2017-2022) 3.1.2 Global AI for Pharma and Biotech Revenue Market Share by Players (2017-2022) 3.2 Global AI for Pharma and Biotech Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 3.3 Players Covered: Ranking by AI for Pharma and Biotech Revenue 3.4 Global AI for Pharma and Biotech Market Concentration Ratio 3.4.1 Global AI for Pharma and Biotech Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by AI for Pharma and Biotech Revenue in 2021 3.5 AI for Pharma and Biotech Key Players Head office and Area Served 3.6 Key Players AI for Pharma and Biotech Product Solution and Service 3.7 Date of Enter into AI for Pharma and Biotech Market 3.8 Mergers & Acquisitions, Expansion Plans 4 AI for Pharma and Biotech Breakdown Data by Type 4.1 Global AI for Pharma and Biotech Historic Market Size by Type (2017-2022) 4.2 Global AI for Pharma and Biotech Forecasted Market Size by Type (2023-2028) 5 AI for Pharma and Biotech Breakdown Data by Application 5.1 Global AI for Pharma and Biotech Historic Market Size by Application (2017-2022) 5.2 Global AI for Pharma and Biotech Forecasted Market Size by Application (2023-2028) 6 North America 6.1 North America AI for Pharma and Biotech Market Size (2017-2028) 6.2 North America AI for Pharma and Biotech Market Size by Country (2017-2022) 6.3 North America AI for Pharma and Biotech Market Size by Country (2023-2028) 6.4 United States 6.5 Canada 7 Europe 7.1 Europe AI for Pharma and Biotech Market Size (2017-2028) 7.2 Europe AI for Pharma and Biotech Market Size by Country (2017-2022) 7.3 Europe AI for Pharma and Biotech Market Size by Country (2023-2028) 7.4 Germany 7.5 France 7.6 U.K. 7.7 Italy 7.8 Russia 7.9 Nordic Countries 8 Asia-Pacific 8.1 Asia-Pacific AI for Pharma and Biotech Market Size (2017-2028) 8.2 Asia-Pacific AI for Pharma and Biotech Market Size by Country (2017-2022) 8.3 Asia-Pacific AI for Pharma and Biotech Market Size by Country (2023-2028) 8.4 China 8.5 Japan 8.6 South Korea 8.7 Southeast Asia 8.8 India 8.9 Australia 9 Latin America 9.1 Latin America AI for Pharma and Biotech Market Size (2017-2028) 9.2 Latin America AI for Pharma and Biotech Market Size by Country (2017-2022) 9.3 Latin America AI for Pharma and Biotech Market Size by Country (2023-2028) 9.4 Mexico 9.5 Brazil 10 Middle East & Africa 10.1 Middle East & Africa AI for Pharma and Biotech Market Size (2017-2028) 10.2 Middle East & Africa AI for Pharma and Biotech Market Size by Country (2017-2022) 10.3 Middle East & Africa AI for Pharma and Biotech Market Size by Country (2023-2028) 10.4 Turkey 10.5 Saudi Arabia 10.6 UAE 11 Key Players Profiles 11.1 CureMetrix 11.1.1 CureMetrix Company Detail 11.1.2 CureMetrix Business Overview 11.1.3 CureMetrix AI for Pharma and Biotech Introduction 11.1.4 CureMetrix Revenue in AI for Pharma and Biotech Business (2017-2022) 11.1.5 CureMetrix Recent Development 11.2 Enlitic 11.2.1 Enlitic Company Detail 11.2.2 Enlitic Business Overview 11.2.3 Enlitic AI for Pharma and Biotech Introduction 11.2.4 Enlitic Revenue in AI for Pharma and Biotech Business (2017-2022) 11.2.5 Enlitic Recent Development 11.3 VoxelCloud 11.3.1 VoxelCloud Company Detail 11.3.2 VoxelCloud Business Overview 11.3.3 VoxelCloud AI for Pharma and Biotech Introduction 11.3.4 VoxelCloud Revenue in AI for Pharma and Biotech Business (2017-2022) 11.3.5 VoxelCloud Recent Development 11.4 Insilico Medicine 11.4.1 Insilico Medicine Company Detail 11.4.2 Insilico Medicine Business Overview 11.4.3 Insilico Medicine AI for Pharma and Biotech Introduction 11.4.4 Insilico Medicine Revenue in AI for Pharma and Biotech Business (2017-2022) 11.4.5 Insilico Medicine Recent Development 11.5 Oncora Medical 11.5.1 Oncora Medical Company Detail 11.5.2 Oncora Medical Business Overview 11.5.3 Oncora Medical AI for Pharma and Biotech Introduction 11.5.4 Oncora Medical Revenue in AI for Pharma and Biotech Business (2017-2022) 11.5.5 Oncora Medical Recent Development 11.6 Atomwise 11.6.1 Atomwise Company Detail 11.6.2 Atomwise Business Overview 11.6.3 Atomwise AI for Pharma and Biotech Introduction 11.6.4 Atomwise Revenue in AI for Pharma and Biotech Business (2017-2022) 11.6.5 Atomwise Recent Development 11.7 TwoXAR 11.7.1 TwoXAR Company Detail 11.7.2 TwoXAR Business Overview 11.7.3 TwoXAR AI for Pharma and Biotech Introduction 11.7.4 TwoXAR Revenue in AI for Pharma and Biotech Business (2017-2022) 11.7.5 TwoXAR Recent Development 11.8 Berg Health 11.8.1 Berg Health Company Detail 11.8.2 Berg Health Business Overview 11.8.3 Berg Health AI for Pharma and Biotech Introduction 11.8.4 Berg Health Revenue in AI for Pharma and Biotech Business (2017-2022) 11.8.5 Berg Health Recent Development 11.9 CloudMedX 11.9.1 CloudMedX Company Detail 11.9.2 CloudMedX Business Overview 11.9.3 CloudMedX AI for Pharma and Biotech Introduction 11.9.4 CloudMedX Revenue in AI for Pharma and Biotech Business (2017-2022) 11.9.5 CloudMedX Recent Development 11.10 Deep Genomics 11.10.1 Deep Genomics Company Detail 11.10.2 Deep Genomics Business Overview 11.10.3 Deep Genomics AI for Pharma and Biotech Introduction 11.10.4 Deep Genomics Revenue in AI for Pharma and Biotech Business (2017-2022) 11.10.5 Deep Genomics Recent Development 11.11 Johnson & Johnson 11.11.1 Johnson & Johnson Company Detail 11.11.2 Johnson & Johnson Business Overview 11.11.3 Johnson & Johnson AI for Pharma and Biotech Introduction 11.11.4 Johnson & Johnson Revenue in AI for Pharma and Biotech Business (2017-2022) 11.11.5 Johnson & Johnson Recent Development 11.12 Roche 11.12.1 Roche Company Detail 11.12.2 Roche Business Overview 11.12.3 Roche AI for Pharma and Biotech Introduction 11.12.4 Roche Revenue in AI for Pharma and Biotech Business (2017-2022) 11.12.5 Roche Recent Development 11.13 Pfizer 11.13.1 Pfizer Company Detail 11.13.2 Pfizer Business Overview 11.13.3 Pfizer AI for Pharma and Biotech Introduction 11.13.4 Pfizer Revenue in AI for Pharma and Biotech Business (2017-2022) 11.13.5 Pfizer Recent Development 11.14 Novartis 11.14.1 Novartis Company Detail 11.14.2 Novartis Business Overview 11.14.3 Novartis AI for Pharma and Biotech Introduction 11.14.4 Novartis Revenue in AI for Pharma and Biotech Business (2017-2022) 11.14.5 Novartis Recent Development 11.15 Bayer 11.15.1 Bayer Company Detail 11.15.2 Bayer Business Overview 11.15.3 Bayer AI for Pharma and Biotech Introduction 11.15.4 Bayer Revenue in AI for Pharma and Biotech Business (2017-2022) 11.15.5 Bayer Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global AI for Pharma and Biotech Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028 Table 2. Key Players of Deep Learning Table 3. Key Players of Big Data Table 4. Key Players of Image Detection Table 5. Key Players of Others Table 6. Global AI for Pharma and Biotech Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028 Table 7. Global AI for Pharma and Biotech Market Size by Region (US$ Million): 2017 VS 2021 VS 2028 Table 8. Global AI for Pharma and Biotech Market Size by Region (2017-2022) & (US$ Million) Table 9. Global AI for Pharma and Biotech Market Share by Region (2017-2022) Table 10. Global AI for Pharma and Biotech Forecasted Market Size by Region (2023-2028) & (US$ Million) Table 11. Global AI for Pharma and Biotech Market Share by Region (2023-2028) Table 12. AI for Pharma and Biotech Market Trends Table 13. AI for Pharma and Biotech Market Drivers Table 14. AI for Pharma and Biotech Market Challenges Table 15. AI for Pharma and Biotech Market Restraints Table 16. Global AI for Pharma and Biotech Revenue by Players (2017-2022) & (US$ Million) Table 17. Global AI for Pharma and Biotech Market Share by Players (2017-2022) Table 18. Global Top AI for Pharma and Biotech Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI for Pharma and Biotech as of 2021) Table 19. Ranking of Global Top AI for Pharma and Biotech Companies by Revenue (US$ Million) in 2021 Table 20. Global 5 Largest Players Market Share by AI for Pharma and Biotech Revenue (CR5 and HHI) & (2017-2022) Table 21. Key Players Headquarters and Area Served Table 22. Key Players AI for Pharma and Biotech Product Solution and Service Table 23. Date of Enter into AI for Pharma and Biotech Market Table 24. Mergers & Acquisitions, Expansion Plans Table 25. Global AI for Pharma and Biotech Market Size by Type (2017-2022) & (US$ Million) Table 26. Global AI for Pharma and Biotech Revenue Market Share by Type (2017-2022) Table 27. Global AI for Pharma and Biotech Forecasted Market Size by Type (2023-2028) & (US$ Million) Table 28. Global AI for Pharma and Biotech Revenue Market Share by Type (2023-2028) Table 29. Global AI for Pharma and Biotech Market Size by Application (2017-2022) & (US$ Million) Table 30. Global AI for Pharma and Biotech Revenue Market Share by Application (2017-2022) Table 31. Global AI for Pharma and Biotech Forecasted Market Size by Application (2023-2028) & (US$ Million) Table 32. Global AI for Pharma and Biotech Revenue Market Share by Application (2023-2028) Table 33. North America AI for Pharma and Biotech Market Size by Country (2017-2022) & (US$ Million) Table 34. North America AI for Pharma and Biotech Market Size by Country (2023-2028) & (US$ Million) Table 35. Europe AI for Pharma and Biotech Market Size by Country (2017-2022) & (US$ Million) Table 36. Europe AI for Pharma and Biotech Market Size by Country (2023-2028) & (US$ Million) Table 37. Asia-Pacific AI for Pharma and Biotech Market Size by Region (2017-2022) & (US$ Million) Table 38. Asia-Pacific AI for Pharma and Biotech Market Size by Region (2023-2028) & (US$ Million) Table 39. Latin America AI for Pharma and Biotech Market Size by Country (2017-2022) & (US$ Million) Table 40. Latin America AI for Pharma and Biotech Market Size by Country (2023-2028) & (US$ Million) Table 41. Middle East & Africa AI for Pharma and Biotech Market Size by Country (2017-2022) & (US$ Million) Table 42. Middle East & Africa AI for Pharma and Biotech Market Size by Country (2023-2028) & (US$ Million) Table 43. CureMetrix Company Detail Table 44. CureMetrix Business Overview Table 45. CureMetrix AI for Pharma and Biotech Product Table 46. CureMetrix Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 47. CureMetrix Recent Development Table 48. Enlitic Company Detail Table 49. Enlitic Business Overview Table 50. Enlitic AI for Pharma and Biotech Product Table 51. Enlitic Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 52. Enlitic Recent Development Table 53. VoxelCloud Company Detail Table 54. VoxelCloud Business Overview Table 55. VoxelCloud AI for Pharma and Biotech Product Table 56. VoxelCloud Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 57. VoxelCloud Recent Development Table 58. Insilico Medicine Company Detail Table 59. Insilico Medicine Business Overview Table 60. Insilico Medicine AI for Pharma and Biotech Product Table 61. Insilico Medicine Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 62. Insilico Medicine Recent Development Table 63. Oncora Medical Company Detail Table 64. Oncora Medical Business Overview Table 65. Oncora Medical AI for Pharma and Biotech Product Table 66. Oncora Medical Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 67. Oncora Medical Recent Development Table 68. Atomwise Company Detail Table 69. Atomwise Business Overview Table 70. Atomwise AI for Pharma and Biotech Product Table 71. Atomwise Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 72. Atomwise Recent Development Table 73. TwoXAR Company Detail Table 74. TwoXAR Business Overview Table 75. TwoXAR AI for Pharma and Biotech Product Table 76. TwoXAR Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 77. TwoXAR Recent Development Table 78. Berg Health Company Detail Table 79. Berg Health Business Overview Table 80. Berg Health AI for Pharma and Biotech Product Table 81. Berg Health Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 82. Berg Health Recent Development Table 83. CloudMedX Company Detail Table 84. CloudMedX Business Overview Table 85. CloudMedX AI for Pharma and Biotech Product Table 86. CloudMedX Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 87. CloudMedX Recent Development Table 88. Deep Genomics Company Detail Table 89. Deep Genomics Business Overview Table 90. Deep Genomics AI for Pharma and Biotech Product Table 91. Deep Genomics Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 92. Deep Genomics Recent Development Table 93. Johnson & Johnson Company Detail Table 94. Johnson & Johnson Business Overview Table 95. Johnson & Johnson AI for Pharma and BiotechProduct Table 96. Johnson & Johnson Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 97. Johnson & Johnson Recent Development Table 98. Roche Company Detail Table 99. Roche Business Overview Table 100. Roche AI for Pharma and BiotechProduct Table 101. Roche Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 102. Roche Recent Development Table 103. Pfizer Company Detail Table 104. Pfizer Business Overview Table 105. Pfizer AI for Pharma and BiotechProduct Table 106. Pfizer Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 107. Pfizer Recent Development Table 108. Novartis Company Detail Table 109. Novartis Business Overview Table 110. Novartis AI for Pharma and BiotechProduct Table 111. Novartis Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 112. Novartis Recent Development Table 113. Bayer Company Detail Table 114. Bayer Business Overview Table 115. Bayer AI for Pharma and BiotechProduct Table 116. Bayer Revenue in AI for Pharma and Biotech Business (2017-2022) & (US$ Million) Table 117. Bayer Recent Development Table 118. Research Programs/Design for This Report Table 119. Key Data Information from Secondary Sources Table 120. Key Data Information from Primary Sources List of Figures Figure 1. Global AI for Pharma and Biotech Market Share by Type: 2021 VS 2028 Figure 2. Deep Learning Features Figure 3. Big Data Features Figure 4. Image Detection Features Figure 5. Others Features Figure 6. Global AI for Pharma and Biotech Market Share by Application in 2021 & 2028 Figure 7. Hospital Case Studies Figure 8. Clinic Case Studies Figure 9. Research Center Case Studies Figure 10. Others Case Studies Figure 11. AI for Pharma and Biotech Report Years Considered Figure 12. Global AI for Pharma and Biotech Market Size (US$ Million), Year-over-Year: 2017-2028 Figure 13. Global AI for Pharma and Biotech Market Size, (US$ Million), 2017 VS 2021 VS 2028 Figure 14. Global AI for Pharma and Biotech Market Share by Region: 2021 VS 2028 Figure 15. Global AI for Pharma and Biotech Market Share by Players in 2021 Figure 16. Global Top AI for Pharma and Biotech Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI for Pharma and Biotech as of 2021) Figure 17. The Top 10 and 5 Players Market Share by AI for Pharma and Biotech Revenue in 2021 Figure 18. North America AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 19. North America AI for Pharma and Biotech Market Share by Country (2017-2028) Figure 20. United States AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 21. Canada AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 22. Europe AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 23. Europe AI for Pharma and Biotech Market Share by Country (2017-2028) Figure 24. Germany AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 25. France AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 26. U.K. AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 27. Italy AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 28. Russia AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 29. Nordic Countries AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 30. Asia-Pacific AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 31. Asia-Pacific AI for Pharma and Biotech Market Share by Region (2017-2028) Figure 32. China AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 33. Japan AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 34. South Korea AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 35. Southeast Asia AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 36. India AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 37. Australia AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 38. Latin America AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 39. Latin America AI for Pharma and Biotech Market Share by Country (2017-2028) Figure 40. Mexico AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 41. Brazil AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 42. Middle East & Africa AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 43. Middle East & Africa AI for Pharma and Biotech Market Share by Country (2017-2028) Figure 44. Turkey AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 45. Saudi Arabia AI for Pharma and Biotech Market Size YoY Growth (2017-2028) & (US$ Million) Figure 46. CureMetrix Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 47. Enlitic Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 48. VoxelCloud Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 49. Insilico Medicine Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 50. Oncora Medical Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 51. Atomwise Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 52. TwoXAR Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 53. Berg Health Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 54. CloudMedX Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 55. Deep Genomics Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 56. Johnson & Johnson Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 57. Roche Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 58. Pfizer Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 59. Novartis Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 60. Bayer Revenue Growth Rate in AI for Pharma and Biotech Business (2017-2022) Figure 61. Bottom-up and Top-down Approaches for This Report Figure 62. Data Triangulation Figure 63. Key Executives Interviewed

CureMetrix Enlitic VoxelCloud Insilico Medicine Oncora Medical Atomwise TwoXAR Berg Health CloudMedX Deep Genomics Johnson & Johnson Roche Pfizer Novartis Bayer