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Artificial Intelligence (AI) in Drug Discovery Market, Global Outlook and Forecast 2022-2028

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Published Date: 04/05/2022

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Report Summary

Artificial Intelligence (AI) in Drug Discovery Market

Introduction:

Artificial Intelligence (AI) has revolutionized many industries, and drug discovery is no exception. The process of developing new drugs is complex, time-consuming, and costly, often taking years and billions of dollars to bring a single drug to market. AI has the potential to significantly accelerate and improve this process by harnessing the power of data analysis, machine learning, and computational modeling.

Market Analysis:

The AI in drug discovery market had been experiencing significant growth, with increasing adoption by pharmaceutical companies, biotech startups, and research institutions. The market was expected to continue expanding due to the potential benefits of AI in speeding up drug development, reducing costs, and improving success rates.

Drivers:

  1. Data Explosion: The pharmaceutical industry generates vast amounts of biological, chemical, and clinical data. AI’s ability to process and analyze these large datasets efficiently and derive meaningful insights is a significant driver. AI can uncover hidden patterns, relationships, and potential drug candidates that traditional methods might miss.
  2. Accelerated Drug Discovery: The drug discovery process is time-consuming and expensive. AI technologies, such as predictive modeling and virtual screening, expedite the identification of potential drug candidates, enabling researchers to focus their efforts on the most promising options. This can significantly reduce development timelines.

Restraints:

  1. Data Quality and Accessibility: AI relies heavily on high-quality, diverse, and well-annotated data. In drug discovery, obtaining relevant and comprehensive datasets can be challenging due to issues such as data silos, data privacy concerns, and inconsistent data formats.
  2.  Interpretability and Transparency: Many AI algorithms, particularly deep learning models, can be considered as “black boxes” due to their complexity. Interpreting how these models arrive at their conclusions is challenging, which can raise concerns about the reliability and trustworthiness of AI-generated insights.

Uses AI to: Process raw phenotypic, imaging, drug, and genomic data sets. Allows researchers to: Integrate rapid analytics and machine learning capabilities into existing business processes to improve care, enhance discoveries, gain insight into business, and enable fast data-driven decisions.
This report contains market size and forecasts of Artificial Intelligence (AI) in Drug Discovery in Global, including the following market information:
Global Artificial Intelligence (AI) in Drug Discovery Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Artificial Intelligence (AI) in Drug Discovery market was valued at 780.2 million in 2021 and is projected to reach US$ 3053.7 million by 2028, at a CAGR of 21.5% during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
Software Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Artificial Intelligence (AI) in Drug Discovery include IBM, Microsoft, Google, NVIDIA Corporation, Atomwise, Inc., Deep Genomics, Cloud Pharmaceuticals, Insilico Medicine and BenevolentAI, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Artificial Intelligence (AI) in Drug Discovery companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Artificial Intelligence (AI) in Drug Discovery Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, by Type, 2021 (%)
Software
Services
Global Artificial Intelligence (AI) in Drug Discovery Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, by Application, 2021 (%)
Pharmaceutical & Biotechnology Companies
Contract Research Organizations
Research Centers and Academic & Government Institutes
Global Artificial Intelligence (AI) in Drug Discovery Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, By Region and Country, 2021 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Artificial Intelligence (AI) in Drug Discovery revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Artificial Intelligence (AI) in Drug Discovery revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
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

Description


Uses AI to: Process raw phenotypic, imaging, drug, and genomic data sets. Allows researchers to: Integrate rapid analytics and machine learning capabilities into existing business processes to improve care, enhance discoveries, gain insight into business, and enable fast data-driven decisions.
This report contains market size and forecasts of Artificial Intelligence (AI) in Drug Discovery in Global, including the following market information:
Global Artificial Intelligence (AI) in Drug Discovery Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Artificial Intelligence (AI) in Drug Discovery market was valued at 780.2 million in 2021 and is projected to reach US$ 3053.7 million by 2028, at a CAGR of 21.5% during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
Software Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Artificial Intelligence (AI) in Drug Discovery include IBM, Microsoft, Google, NVIDIA Corporation, Atomwise, Inc., Deep Genomics, Cloud Pharmaceuticals, Insilico Medicine and BenevolentAI, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Artificial Intelligence (AI) in Drug Discovery companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Artificial Intelligence (AI) in Drug Discovery Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, by Type, 2021 (%)
Software
Services
Global Artificial Intelligence (AI) in Drug Discovery Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, by Application, 2021 (%)
Pharmaceutical & Biotechnology Companies
Contract Research Organizations
Research Centers and Academic & Government Institutes
Global Artificial Intelligence (AI) in Drug Discovery Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Artificial Intelligence (AI) in Drug Discovery Market Segment Percentages, By Region and Country, 2021 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Artificial Intelligence (AI) in Drug Discovery revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Artificial Intelligence (AI) in Drug Discovery revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
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

Table of Content


1 Introduction to Research & Analysis Reports
1.1 Artificial Intelligence (AI) in Drug Discovery Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Artificial Intelligence (AI) in Drug Discovery Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Artificial Intelligence (AI) in Drug Discovery Overall Market Size
2.1 Global Artificial Intelligence (AI) in Drug Discovery Market Size: 2021 VS 2028
2.2 Global Artificial Intelligence (AI) in Drug Discovery Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Artificial Intelligence (AI) in Drug Discovery Players in Global Market
3.2 Top Global Artificial Intelligence (AI) in Drug Discovery Companies Ranked by Revenue
3.3 Global Artificial Intelligence (AI) in Drug Discovery Revenue by Companies
3.4 Top 3 and Top 5 Artificial Intelligence (AI) in Drug Discovery Companies in Global Market, by Revenue in 2021
3.5 Global Companies Artificial Intelligence (AI) in Drug Discovery Product Type
3.6 Tier 1, Tier 2 and Tier 3 Artificial Intelligence (AI) in Drug Discovery Players in Global Market
3.6.1 List of Global Tier 1 Artificial Intelligence (AI) in Drug Discovery Companies
3.6.2 List of Global Tier 2 and Tier 3 Artificial Intelligence (AI) in Drug Discovery Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type – Global Artificial Intelligence (AI) in Drug Discovery Market Size Markets, 2021 & 2028
4.1.2 Software
4.1.3 Services
4.2 By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue & Forecasts
4.2.1 By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2022
4.2.2 By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2023-2028
4.2.3 By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application – Global Artificial Intelligence (AI) in Drug Discovery Market Size, 2021 & 2028
5.1.2 Pharmaceutical & Biotechnology Companies
5.1.3 Contract Research Organizations
5.1.4 Research Centers and Academic & Government Institutes
5.2 By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue & Forecasts
5.2.1 By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2022
5.2.2 By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2023-2028
5.2.3 By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region – Global Artificial Intelligence (AI) in Drug Discovery Market Size, 2021 & 2028
6.2 By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue & Forecasts
6.2.1 By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2022
6.2.2 By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2023-2028
6.2.3 By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country – North America Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028
6.3.2 US Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.3.3 Canada Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.3.4 Mexico Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4 Europe
6.4.1 By Country – Europe Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028
6.4.2 Germany Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.3 France Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.4 U.K. Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.5 Italy Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.6 Russia Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.7 Nordic Countries Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.4.8 Benelux Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.5 Asia
6.5.1 By Region – Asia Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028
6.5.2 China Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.5.3 Japan Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.5.4 South Korea Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.5.5 Southeast Asia Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.5.6 India Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.6 South America
6.6.1 By Country – South America Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028
6.6.2 Brazil Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.6.3 Argentina Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country – Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028
6.7.2 Turkey Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.7.3 Israel Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.7.4 Saudi Arabia Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
6.7.5 UAE Artificial Intelligence (AI) in Drug Discovery Market Size, 2017-2028
7 Players Profiles
7.1 IBM
7.1.1 IBM Corporate Summary
7.1.2 IBM Business Overview
7.1.3 IBM Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.1.4 IBM Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.1.5 IBM Key News
7.2 Microsoft
7.2.1 Microsoft Corporate Summary
7.2.2 Microsoft Business Overview
7.2.3 Microsoft Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.2.4 Microsoft Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.2.5 Microsoft Key News
7.3 Google
7.3.1 Google Corporate Summary
7.3.2 Google Business Overview
7.3.3 Google Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.3.4 Google Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.3.5 Google Key News
7.4 NVIDIA Corporation
7.4.1 NVIDIA Corporation Corporate Summary
7.4.2 NVIDIA Corporation Business Overview
7.4.3 NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.4.4 NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.4.5 NVIDIA Corporation Key News
7.5 Atomwise, Inc.
7.5.1 Atomwise, Inc. Corporate Summary
7.5.2 Atomwise, Inc. Business Overview
7.5.3 Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.5.4 Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.5.5 Atomwise, Inc. Key News
7.6 Deep Genomics
7.6.1 Deep Genomics Corporate Summary
7.6.2 Deep Genomics Business Overview
7.6.3 Deep Genomics Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.6.4 Deep Genomics Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.6.5 Deep Genomics Key News
7.7 Cloud Pharmaceuticals
7.7.1 Cloud Pharmaceuticals Corporate Summary
7.7.2 Cloud Pharmaceuticals Business Overview
7.7.3 Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.7.4 Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.7.5 Cloud Pharmaceuticals Key News
7.8 Insilico Medicine
7.8.1 Insilico Medicine Corporate Summary
7.8.2 Insilico Medicine Business Overview
7.8.3 Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.8.4 Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.8.5 Insilico Medicine Key News
7.9 BenevolentAI
7.9.1 BenevolentAI Corporate Summary
7.9.2 BenevolentAI Business Overview
7.9.3 BenevolentAI Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.9.4 BenevolentAI Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.9.5 BenevolentAI Key News
7.10 Exscientia
7.10.1 Exscientia Corporate Summary
7.10.2 Exscientia Business Overview
7.10.3 Exscientia Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.10.4 Exscientia Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.10.5 Exscientia Key News
7.11 Cyclica
7.11.1 Cyclica Corporate Summary
7.11.2 Cyclica Business Overview
7.11.3 Cyclica Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.11.4 Cyclica Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.11.5 Cyclica Key News
7.12 BIOAGE
7.12.1 BIOAGE Corporate Summary
7.12.2 BIOAGE Business Overview
7.12.3 BIOAGE Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.12.4 BIOAGE Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.12.5 BIOAGE Key News
7.13 Numerate
7.13.1 Numerate Corporate Summary
7.13.2 Numerate Business Overview
7.13.3 Numerate Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.13.4 Numerate Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.13.5 Numerate Key News
7.14 NuMedii
7.14.1 NuMedii Corporate Summary
7.14.2 NuMedii Business Overview
7.14.3 NuMedii Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.14.4 NuMedii Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.14.5 NuMedii Key News
7.15 Envisagenics
7.15.1 Envisagenics Corporate Summary
7.15.2 Envisagenics Business Overview
7.15.3 Envisagenics Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.15.4 Envisagenics Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.15.5 Envisagenics Key News
7.16 twoXAR
7.16.1 twoXAR Corporate Summary
7.16.2 twoXAR Business Overview
7.16.3 twoXAR Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.16.4 twoXAR Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.16.5 twoXAR Key News
7.17 OWKIN, Inc.
7.17.1 OWKIN, Inc. Corporate Summary
7.17.2 OWKIN, Inc. Business Overview
7.17.3 OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.17.4 OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.17.5 OWKIN, Inc. Key News
7.18 XtalPi
7.18.1 XtalPi Corporate Summary
7.18.2 XtalPi Business Overview
7.18.3 XtalPi Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.18.4 XtalPi Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.18.5 XtalPi Key News
7.19 Verge Genomics
7.19.1 Verge Genomics Corporate Summary
7.19.2 Verge Genomics Business Overview
7.19.3 Verge Genomics Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.19.4 Verge Genomics Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.19.5 Verge Genomics Key News
7.20 BERG LLC
7.20.1 BERG LLC Corporate Summary
7.20.2 BERG LLC Business Overview
7.20.3 BERG LLC Artificial Intelligence (AI) in Drug Discovery Major Product Offerings
7.20.4 BERG LLC Artificial Intelligence (AI) in Drug Discovery Revenue in Global Market (2017-2022)
7.20.5 BERG LLC Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List of Tables & Figures


List of Tables
Table 1. Artificial Intelligence (AI) in Drug Discovery Market Opportunities & Trends in Global Market
Table 2. Artificial Intelligence (AI) in Drug Discovery Market Drivers in Global Market
Table 3. Artificial Intelligence (AI) in Drug Discovery Market Restraints in Global Market
Table 4. Key Players of Artificial Intelligence (AI) in Drug Discovery in Global Market
Table 5. Top Artificial Intelligence (AI) in Drug Discovery Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Artificial Intelligence (AI) in Drug Discovery Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Artificial Intelligence (AI) in Drug Discovery Revenue Share by Companies, 2017-2022
Table 8. Global Companies Artificial Intelligence (AI) in Drug Discovery Product Type
Table 9. List of Global Tier 1 Artificial Intelligence (AI) in Drug Discovery Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Artificial Intelligence (AI) in Drug Discovery Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type – Artificial Intelligence (AI) in Drug Discovery Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type – Artificial Intelligence (AI) in Drug Discovery Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application – Artificial Intelligence (AI) in Drug Discovery Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application – Artificial Intelligence (AI) in Drug Discovery Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), 2017-2022
Table 19. By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), 2023-2028
Table 20. By Country – North America Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2022
Table 21. By Country – North America Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2023-2028
Table 22. By Country – Europe Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2022
Table 23. By Country – Europe Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2023-2028
Table 24. By Region – Asia Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2022
Table 25. By Region – Asia Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2023-2028
Table 26. By Country – South America Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2022
Table 27. By Country – South America Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2023-2028
Table 28. By Country – Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2022
Table 29. By Country – Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 32. IBM Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 33. Microsoft Corporate Summary
Table 34. Microsoft Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 35. Microsoft Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 36. Google Corporate Summary
Table 37. Google Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 38. Google Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 39. NVIDIA Corporation Corporate Summary
Table 40. NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 41. NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 42. Atomwise, Inc. Corporate Summary
Table 43. Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 44. Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 45. Deep Genomics Corporate Summary
Table 46. Deep Genomics Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 47. Deep Genomics Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 48. Cloud Pharmaceuticals Corporate Summary
Table 49. Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 50. Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 51. Insilico Medicine Corporate Summary
Table 52. Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 53. Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 54. BenevolentAI Corporate Summary
Table 55. BenevolentAI Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 56. BenevolentAI Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 57. Exscientia Corporate Summary
Table 58. Exscientia Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 59. Exscientia Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 60. Cyclica Corporate Summary
Table 61. Cyclica Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 62. Cyclica Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 63. BIOAGE Corporate Summary
Table 64. BIOAGE Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 65. BIOAGE Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 66. Numerate Corporate Summary
Table 67. Numerate Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 68. Numerate Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 69. NuMedii Corporate Summary
Table 70. NuMedii Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 71. NuMedii Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 72. Envisagenics Corporate Summary
Table 73. Envisagenics Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 74. Envisagenics Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 75. twoXAR Corporate Summary
Table 76. twoXAR Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 77. twoXAR Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 78. OWKIN, Inc. Corporate Summary
Table 79. OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 80. OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 81. XtalPi Corporate Summary
Table 82. XtalPi Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 83. XtalPi Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 84. Verge Genomics Corporate Summary
Table 85. Verge Genomics Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 86. Verge Genomics Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
Table 87. BERG LLC Corporate Summary
Table 88. BERG LLC Artificial Intelligence (AI) in Drug Discovery Product Offerings
Table 89. BERG LLC Artificial Intelligence (AI) in Drug Discovery Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Artificial Intelligence (AI) in Drug Discovery Segment by Type in 2021
Figure 2. Artificial Intelligence (AI) in Drug Discovery Segment by Application in 2021
Figure 3. Global Artificial Intelligence (AI) in Drug Discovery Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Artificial Intelligence (AI) in Drug Discovery Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Artificial Intelligence (AI) in Drug Discovery Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Artificial Intelligence (AI) in Drug Discovery Revenue in 2021
Figure 8. By Type – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 9. By Application – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 10. By Region – Global Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 11. By Country – North America Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 12. US Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 15. By Country – Europe Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 16. Germany Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 17. France Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 23. By Region – Asia Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 24. China Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 28. India Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 29. By Country – South America Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 30. Brazil Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 32. By Country – Middle East & Africa Artificial Intelligence (AI) in Drug Discovery Revenue Market Share, 2017-2028
Figure 33. Turkey Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Artificial Intelligence (AI) in Drug Discovery Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Microsoft Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Google Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. NVIDIA Corporation Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Atomwise, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Deep Genomics Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Cloud Pharmaceuticals Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Insilico Medicine Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. BenevolentAI Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Exscientia Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Cyclica Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. BIOAGE Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Numerate Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. NuMedii Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. Envisagenics Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 52. twoXAR Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 53. OWKIN, Inc. Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 54. XtalPi Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 55. Verge Genomics Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 56. BERG LLC Artificial Intelligence (AI) in Drug Discovery Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

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