1 Market Overview of AI in Pharmaceutical 1.1 AI in Pharmaceutical Market Overview 1.1.1 AI in Pharmaceutical Product Scope 1.1.2 AI in Pharmaceutical Market Status and Outlook 1.2 Global AI in Pharmaceutical Market Size Overview by Region 2016 VS 2021VS 2027 1.3 Global AI in Pharmaceutical Market Size by Region (2016-2027) 1.4 Global AI in Pharmaceutical Historic Market Size by Region (2016-2021) 1.5 Global AI in Pharmaceutical Market Size Forecast by Region (2022-2027) 1.6 Key Regions, AI in Pharmaceutical Market Size (2016-2027) 1.6.1 North America AI in Pharmaceutical Market Size (2016-2027) 1.6.2 Europe AI in Pharmaceutical Market Size (2016-2027) 1.6.3 Asia-Pacific AI in Pharmaceutical Market Size (2016-2027) 1.6.4 Latin America AI in Pharmaceutical Market Size (2016-2027) 1.6.5 Middle East & Africa AI in Pharmaceutical Market Size (2016-2027) 2 AI in Pharmaceutical Market Overview by Type 2.1 Global AI in Pharmaceutical Market Size by Type: 2016 VS 2021 VS 2027 2.2 Global AI in Pharmaceutical Historic Market Size by Type (2016-2021) 2.3 Global AI in Pharmaceutical Forecasted Market Size by Type (2022-2027) 2.4 Smartphones and Tablets 2.5 Wearables 2.6 Workstation Systems 2.7 Medical Devices 2.8 Autonomous Robots 2.9 Imaging Systems 2.10 Others 3 AI in Pharmaceutical Market Overview by Application 3.1 Global AI in Pharmaceutical Market Size by Application: 2016 VS 2021 VS 2027 3.2 Global AI in Pharmaceutical Historic Market Size by Application (2016-2021) 3.3 Global AI in Pharmaceutical Forecasted Market Size by Application (2022-2027) 3.4 Hospitals and Providers 3.5 Pharmaceutical and Biotechnology companies 3.6 Others 4 AI in Pharmaceutical Competition Analysis by Players 4.1 Global AI in Pharmaceutical 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 AI in Pharmaceutical as of 2020) 4.3 Date of Key Players Enter into AI in Pharmaceutical Market 4.4 Global Top Players AI in Pharmaceutical Headquarters and Area Served 4.5 Key Players AI in Pharmaceutical Product Solution and Service 4.6 Competitive Status 4.6.1 AI in Pharmaceutical Market Concentration Rate 4.6.2 Mergers & Acquisitions, Expansion Plans 5 Company (Top Players) Profiles and Key Data 5.1 Google LLC. 5.1.1 Google LLC. Profile 5.1.2 Google LLC. Main Business 5.1.3 Google LLC. AI in Pharmaceutical Products, Services and Solutions 5.1.4 Google LLC. AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.1.5 Google LLC. Recent Developments 5.2 Intel Corporation 5.2.1 Intel Corporation Profile 5.2.2 Intel Corporation Main Business 5.2.3 Intel Corporation AI in Pharmaceutical Products, Services and Solutions 5.2.4 Intel Corporation AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.2.5 Intel Corporation Recent Developments 5.3 Sanofi 5.5.1 Sanofi Profile 5.3.2 Sanofi Main Business 5.3.3 Sanofi AI in Pharmaceutical Products, Services and Solutions 5.3.4 Sanofi AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.3.5 Eli Lilly and Company Recent Developments 5.4 Eli Lilly and Company 5.4.1 Eli Lilly and Company Profile 5.4.2 Eli Lilly and Company Main Business 5.4.3 Eli Lilly and Company AI in Pharmaceutical Products, Services and Solutions 5.4.4 Eli Lilly and Company AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.4.5 Eli Lilly and Company Recent Developments 5.5 IBM Corporation 5.5.1 IBM Corporation Profile 5.5.2 IBM Corporation Main Business 5.5.3 IBM Corporation AI in Pharmaceutical Products, Services and Solutions 5.5.4 IBM Corporation AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.5.5 IBM Corporation Recent Developments 5.6 Exscientia 5.6.1 Exscientia Profile 5.6.2 Exscientia Main Business 5.6.3 Exscientia AI in Pharmaceutical Products, Services and Solutions 5.6.4 Exscientia AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.6.5 Exscientia Recent Developments 5.7 Iktos 5.7.1 Iktos Profile 5.7.2 Iktos Main Business 5.7.3 Iktos AI in Pharmaceutical Products, Services and Solutions 5.7.4 Iktos AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.7.5 Iktos Recent Developments 5.8 Biovista 5.8.1 Biovista Profile 5.8.2 Biovista Main Business 5.8.3 Biovista AI in Pharmaceutical Products, Services and Solutions 5.8.4 Biovista AI in Pharmaceutical Revenue (US$ Million) & (2016-2021) 5.8.5 Biovista Recent Developments 6 North America 6.1 North America AI in Pharmaceutical Market Size by Country (2016-2027) 6.2 United States 6.3 Canada 7 Europe 7.1 Europe AI in Pharmaceutical 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 AI in Pharmaceutical 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 AI in Pharmaceutical 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 AI in Pharmaceutical Market Size by Country (2016-2027) 10.2 Turkey 10.3 Saudi Arabia 10.4 UAE 10.5 Rest of Middle East & Africa 11 AI in Pharmaceutical Market Dynamics 11.1 AI in Pharmaceutical Industry Trends 11.2 AI in Pharmaceutical Market Drivers 11.3 AI in Pharmaceutical Market Challenges 11.4 AI in Pharmaceutical 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 AI in Pharmaceutical Market Size (US$ Million) Comparison by Region 2016 VS 2021 VS 2027 Table 2. Global AI in Pharmaceutical Market Size by Region (2016-2021) & (US$ Million) Table 3. Global AI in Pharmaceutical Market Size Share by Region (2016-2021) Table 4. Global AI in Pharmaceutical Forecasted Market Size by Region (2022-2027) & (US$ Million) Table 5. Global AI in Pharmaceutical Forecasted Market Size Share by Region (2022-2027) Table 6. Global AI in Pharmaceutical Market Size (US$ Million) by Type: 2016 VS 2021 VS 2027 Table 7. Global AI in Pharmaceutical Market Size by Type (2016-2021) & (US$ Million) Table 8. Global AI in Pharmaceutical Revenue Market Share by Type (2016-2021) Table 9. Global AI in Pharmaceutical Forecasted Market Size by Type (2022-2027) & (US$ Million) Table 10. Global AI in Pharmaceutical Revenue Market Share by Type (2022-2027) Table 11. Global AI in Pharmaceutical Market Size (US$ Million) by Application: 2016 VS 2021 VS 2027 Table 12. Global AI in Pharmaceutical Market Size by Application (2016-2021) & (US$ Million) Table 13. Global AI in Pharmaceutical Revenue Market Share by Application (2016-2021) Table 14. Global AI in Pharmaceutical Forecasted Market Size by Application (2022-2027) & (US$ Million) Table 15. Global AI in Pharmaceutical Revenue Market Share by Application (2022-2027) Table 16. Global AI in Pharmaceutical Revenue (US$ Million) by Players (2016-2021) Table 17. Global AI in Pharmaceutical 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 AI in Pharmaceutical as of 2020) Table 19. Date of Key Manufacturers Enter into AI in Pharmaceutical Market Table 20. Global AI in Pharmaceutical Top Players Headquarters and Area Served Table 21. AI in Pharmaceutical Product Solution and Service Table 22. Global AI in Pharmaceutical Players Market Concentration Ratio (CR5 and HHI) Table 23. Mergers & Acquisitions, Expansion Plans Table 24. Google LLC. Basic Information List Table 25. Google LLC. Description and Business Overview Table 26. Google LLC. AI in Pharmaceutical Products, Services and Solutions Table 27. Revenue (US$ Million) in AI in Pharmaceutical Business of Google LLC. (2016-2021) Table 28. Google LLC. Recent Developments Table 29. Intel Corporation Basic Information List Table 30. Intel Corporation Description and Business Overview Table 31. Intel Corporation AI in Pharmaceutical Products, Services and Solutions Table 32. Revenue (US$ Million) in AI in Pharmaceutical Business of Intel Corporation (2016-2021) Table 33. Intel Corporation Recent Developments Table 34. Sanofi Basic Information List Table 35. Sanofi Description and Business Overview Table 36. Sanofi AI in Pharmaceutical Products, Services and Solutions Table 37. Revenue (US$ Million) in AI in Pharmaceutical Business of Sanofi (2016-2021) Table 38. Sanofi Recent Developments Table 39. Eli Lilly and Company Basic Information List Table 40. Eli Lilly and Company Description and Business Overview Table 41. Eli Lilly and Company AI in Pharmaceutical Products, Services and Solutions Table 42. Revenue (US$ Million) in AI in Pharmaceutical Business of Eli Lilly and Company (2016-2021) Table 43. Eli Lilly and Company Recent Developments Table 44. IBM Corporation Basic Information List Table 45. IBM Corporation Description and Business Overview Table 46. IBM Corporation AI in Pharmaceutical Products, Services and Solutions Table 47. Revenue (US$ Million) in AI in Pharmaceutical Business of IBM Corporation (2016-2021) Table 48. IBM Corporation Recent Developments Table 49. Exscientia Basic Information List Table 50. Exscientia Description and Business Overview Table 51. Exscientia AI in Pharmaceutical Products, Services and Solutions Table 52. Revenue (US$ Million) in AI in Pharmaceutical Business of Exscientia (2016-2021) Table 53. Exscientia Recent Developments Table 54. Iktos Basic Information List Table 55. Iktos Description and Business Overview Table 56. Iktos AI in Pharmaceutical Products, Services and Solutions Table 57. Revenue (US$ Million) in AI in Pharmaceutical Business of Iktos (2016-2021) Table 58. Iktos Recent Developments Table 59. Biovista Basic Information List Table 60. Biovista Description and Business Overview Table 61. Biovista AI in Pharmaceutical Products, Services and Solutions Table 62. Revenue (US$ Million) in AI in Pharmaceutical Business of Biovista (2016-2021) Table 63. Biovista Recent Developments Table 64. North America AI in Pharmaceutical Market Size by Country (2016-2021) & (US$ Million) Table 65. North America AI in Pharmaceutical Market Size by Country (2022-2027) & (US$ Million) Table 66. Europe AI in Pharmaceutical Market Size by Country (2016-2021) & (US$ Million) Table 67. Europe AI in Pharmaceutical Market Size by Country (2022-2027) & (US$ Million) Table 68. Asia-Pacific AI in Pharmaceutical Market Size by Region (2016-2021) & (US$ Million) Table 69. Asia-Pacific AI in Pharmaceutical Market Size by Region (2022-2027) & (US$ Million) Table 70. Asia-Pacific AI in Pharmaceutical Market Share by Region (2016-2021) Table 71. Asia-Pacific AI in Pharmaceutical Market Share by Region (2022-2027) Table 72. Latin America AI in Pharmaceutical Market Size by Country (2016-2021) & (US$ Million) Table 73. Latin America AI in Pharmaceutical Market Size by Country (2022-2027) & (US$ Million) Table 74. Middle East & Africa AI in Pharmaceutical Market Size by Players (2016-2021) & (US$ Million) Table 75. Middle East & Africa AI in Pharmaceutical Market Size by Country (2022-2027) & (US$ Million) Table 76. AI in Pharmaceutical Market Trends Table 77. AI in Pharmaceutical Market Drivers Table 78. AI in Pharmaceutical Market Challenges Table 79. AI in Pharmaceutical Market Restraints Table 80. Research Programs/Design for This Report Table 81. Key Data Information from Secondary Sources Table 82. Key Data Information from Primary Sources List of Figures Figure 1. Global AI in Pharmaceutical Market Size Year-over-Year 2016-2027 & (US$ Million) Figure 2. Global AI in Pharmaceutical Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 3. Global AI in Pharmaceutical Market Share by Regions: 2021 VS 2027 Figure 4. Global AI in Pharmaceutical Forecasted Market Size Share by Region (2022-2027) Figure 5. North America AI in Pharmaceutical Market Size (US$ Million) Growth Rate (2016-2027) Figure 6. Europe AI in Pharmaceutical Market Size (US$ Million) and Growth Rate (2016-2027) Figure 7. Asia-Pacific AI in Pharmaceutical Market Size (US$ Million) and Growth Rate (2016-2027) Figure 8. Latin America AI in Pharmaceutical Market Size (US$ Million) and Growth Rate (2016-2027) Figure 9. Middle East & Africa AI in Pharmaceutical Market Size (US$ Million) and Growth Rate (2016-2027) Figure 10. Global AI in Pharmaceutical Market Size Share by Type in 2021 & 2027 Figure 11. Smartphones and Tablets Market Size (US$ Million) YoY Growth (2016-2027) Figure 12. Wearables Market Size (US$ Million) YoY Growth (2016-2027) Figure 13. Workstation Systems Market Size (US$ Million) YoY Growth (2016-2027) Figure 14. Medical Devices Market Size (US$ Million) YoY Growth (2016-2027) Figure 15. Autonomous Robots Market Size (US$ Million) YoY Growth (2016-2027) Figure 16. Imaging Systems Market Size (US$ Million) YoY Growth (2016-2027) Figure 17. Global AI in Pharmaceutical Market Size Share by Application in 2021 & 2027 Figure 18. Hospitals and Providers Market Size (US$ Million) YoY Growth (2016-2027) Figure 19. Pharmaceutical and Biotechnology companies Market Size (US$ Million) YoY Growth (2016-2027) Figure 20. Others Market Size (US$ Million) YoY Growth (2016-2027) Figure 21. AI in Pharmaceutical Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020 Figure 22. Global Top 5 and Top 10 Players AI in Pharmaceutical Market Share in 2020 Figure 23. North America AI in Pharmaceutical Market Share by Country (2016-2027) Figure 24. United States AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 25. Canada AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 26. Germany AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 27. France AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 28. U.K. AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 29. Italy AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 30. Russia AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 31. Nordic AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 32. Rest of Europe AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 33. Asia-Pacific AI in Pharmaceutical Market Share by Region (2016-2027) Figure 34. China AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 35. Japan AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 36. South Korea AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 37. Southeast Asia AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 38. India AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 39. Australia AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 40. Rest of Asia-Pacific AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 41. Latin America AI in Pharmaceutical Market Share by Country (2016-2027) Figure 42. Mexico AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 43. Brazil AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 44. Rest of Latin America AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 45. Middle East & Africa AI in Pharmaceutical Market Share by Country (2016-2027) Figure 46. Turkey AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 47. Saudi Arabia AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 48. UAE AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 49. Rest of Middle East & Africa AI in Pharmaceutical Market Size (2016-2027) & (US$ Million) Figure 50. Bottom-up and Top-down Approaches for This Report Figure 51. Data Triangulation

Google LLC. Intel Corporation Sanofi Eli Lilly and Company IBM Corporation Exscientia Iktos Biovista