Global Artificial Intelligence in Drug Discovery and Development Market 2024 by Company, Regions, Type and Application, Forecast to 2030

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Published Date: 16 Jan 2024

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Table of Contents
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Research Methodology
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Description

According to our (Global Info Research) latest study, the global Artificial Intelligence in Drug Discovery and Development market size was valued at USD 1405.5 million in 2023 and is forecast to a readjusted size of USD 8511.6 million by 2030 with a CAGR of 29.3% during review period.

As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate €9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.6%, including software, hardware and services.

China and the United States are two leaders in AI industry. On the AI 100 list (2022) released by CB Insights, the number of companies in the United States ranks first, with more than 70 companies, followed by the United Kingdom, with 8 companies on the list. China and Canada both holds 5 companies on the list. According to data from the China Academy of Information and Communications Technology, the scale of China's core artificial intelligence industry reached ¥508 billion in 2022, a year-on-year increase of 18%. From 2013 to November 2022, the cumulative number of patent applications for artificial intelligence inventions in the world reached 729,000, and the cumulative number of applications in China reached 389,000, accounting for 53.4%. However, the Global Artificial Intelligence Innovation Index Report 2021 released by the China Institute of Scientific and Technological Information shows that the overall strength of the United States is still far ahead. The number of artificial intelligence companies in the United States is about 4,670, while China has only 880. China's data center is less than 1/20 of that of the United States.

The Global Info Research report includes an overview of the development of the Artificial Intelligence in Drug Discovery and Development industry chain, the market status of Early Drug Discovery (Hardware, Software), Preclinical Phase (Hardware, Software), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Artificial Intelligence in Drug Discovery and Development.

Regionally, the report analyzes the Artificial Intelligence in Drug Discovery and Development markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Artificial Intelligence in Drug Discovery and Development market, with robust domestic demand, supportive policies, and a strong manufacturing base.

Key Features:
The report presents comprehensive understanding of the Artificial Intelligence in Drug Discovery and Development market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Artificial Intelligence in Drug Discovery and Development industry.

The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Hardware, Software).

Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Artificial Intelligence in Drug Discovery and Development market.

Regional Analysis: The report involves examining the Artificial Intelligence in Drug Discovery and Development market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.

Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Artificial Intelligence in Drug Discovery and Development market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.

The report also involves a more granular approach to Artificial Intelligence in Drug Discovery and Development:
Company Analysis: Report covers individual Artificial Intelligence in Drug Discovery and Development players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.

Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Artificial Intelligence in Drug Discovery and Development This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (Early Drug Discovery, Preclinical Phase).

Technology Analysis: Report covers specific technologies relevant to Artificial Intelligence in Drug Discovery and Development. It assesses the current state, advancements, and potential future developments in Artificial Intelligence in Drug Discovery and Development areas.

Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Artificial Intelligence in Drug Discovery and Development market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.

Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.

Market Segmentation
Artificial Intelligence in Drug Discovery and Development market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.

Market segment by Type
    Hardware
    Software
    Service

Market segment by Application
    Early Drug Discovery
    Preclinical Phase
    Clinical Phase
    Regulatory Approval

Market segment by players, this report covers
    IBM
    Exscientia
    Google(Alphabet)
    Microsoft
    Atomwise
    Schrodinger
    Aitia
    Insilico Medicine
    NVIDIA
    XtalPi
    BPGbio
    Owkin
    CytoReason
    Deep Genomics
    Cloud Pharmaceuticals
    BenevolentAI
    Cyclica
    Verge Genomics
    Valo Health
    Envisagenics
    Euretos
    BioAge Labs
    Iktos
    BioSymetrics
    Evaxion Biotech
    Aria Pharmaceuticals, Inc

Market segment by regions, regional analysis covers
    North America (United States, Canada, and Mexico)
    Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
    Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
    South America (Brazil, Argentina and Rest of South America)
    Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Artificial Intelligence in Drug Discovery and Development product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Artificial Intelligence in Drug Discovery and Development, with revenue, gross margin and global market share of Artificial Intelligence in Drug Discovery and Development from 2019 to 2024.
Chapter 3, the Artificial Intelligence in Drug Discovery and Development competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Artificial Intelligence in Drug Discovery and Development market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Artificial Intelligence in Drug Discovery and Development.
Chapter 13, to describe Artificial Intelligence in Drug Discovery and Development research findings and conclusion.

Table of Contents

1 Market Overview
    1.1 Product Overview and Scope of Artificial Intelligence in Drug Discovery and Development
    1.2 Market Estimation Caveats and Base Year
    1.3 Classification of Artificial Intelligence in Drug Discovery and Development by Type
        1.3.1 Overview: Global Artificial Intelligence in Drug Discovery and Development Market Size by Type: 2019 Versus 2023 Versus 2030
        1.3.2 Global Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type in 2023
        1.3.3 Hardware
        1.3.4 Software
        1.3.5 Service
    1.4 Global Artificial Intelligence in Drug Discovery and Development Market by Application
        1.4.1 Overview: Global Artificial Intelligence in Drug Discovery and Development Market Size by Application: 2019 Versus 2023 Versus 2030
        1.4.2 Early Drug Discovery
        1.4.3 Preclinical Phase
        1.4.4 Clinical Phase
        1.4.5 Regulatory Approval
    1.5 Global Artificial Intelligence in Drug Discovery and Development Market Size & Forecast
    1.6 Global Artificial Intelligence in Drug Discovery and Development Market Size and Forecast by Region
        1.6.1 Global Artificial Intelligence in Drug Discovery and Development Market Size by Region: 2019 VS 2023 VS 2030
        1.6.2 Global Artificial Intelligence in Drug Discovery and Development Market Size by Region, (2019-2030)
        1.6.3 North America Artificial Intelligence in Drug Discovery and Development Market Size and Prospect (2019-2030)
        1.6.4 Europe Artificial Intelligence in Drug Discovery and Development Market Size and Prospect (2019-2030)
        1.6.5 Asia-Pacific Artificial Intelligence in Drug Discovery and Development Market Size and Prospect (2019-2030)
        1.6.6 South America Artificial Intelligence in Drug Discovery and Development Market Size and Prospect (2019-2030)
        1.6.7 Middle East and Africa Artificial Intelligence in Drug Discovery and Development Market Size and Prospect (2019-2030)

2 Company Profiles
    2.1 IBM
        2.1.1 IBM Details
        2.1.2 IBM Major Business
        2.1.3 IBM Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.1.4 IBM Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.1.5 IBM Recent Developments and Future Plans
    2.2 Exscientia
        2.2.1 Exscientia Details
        2.2.2 Exscientia Major Business
        2.2.3 Exscientia Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.2.4 Exscientia Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.2.5 Exscientia Recent Developments and Future Plans
    2.3 Google(Alphabet)
        2.3.1 Google(Alphabet) Details
        2.3.2 Google(Alphabet) Major Business
        2.3.3 Google(Alphabet) Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.3.4 Google(Alphabet) Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.3.5 Google(Alphabet) Recent Developments and Future Plans
    2.4 Microsoft
        2.4.1 Microsoft Details
        2.4.2 Microsoft Major Business
        2.4.3 Microsoft Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.4.4 Microsoft Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.4.5 Microsoft Recent Developments and Future Plans
    2.5 Atomwise
        2.5.1 Atomwise Details
        2.5.2 Atomwise Major Business
        2.5.3 Atomwise Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.5.4 Atomwise Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.5.5 Atomwise Recent Developments and Future Plans
    2.6 Schrodinger
        2.6.1 Schrodinger Details
        2.6.2 Schrodinger Major Business
        2.6.3 Schrodinger Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.6.4 Schrodinger Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.6.5 Schrodinger Recent Developments and Future Plans
    2.7 Aitia
        2.7.1 Aitia Details
        2.7.2 Aitia Major Business
        2.7.3 Aitia Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.7.4 Aitia Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.7.5 Aitia Recent Developments and Future Plans
    2.8 Insilico Medicine
        2.8.1 Insilico Medicine Details
        2.8.2 Insilico Medicine Major Business
        2.8.3 Insilico Medicine Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.8.4 Insilico Medicine Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.8.5 Insilico Medicine Recent Developments and Future Plans
    2.9 NVIDIA
        2.9.1 NVIDIA Details
        2.9.2 NVIDIA Major Business
        2.9.3 NVIDIA Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.9.4 NVIDIA Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.9.5 NVIDIA Recent Developments and Future Plans
    2.10 XtalPi
        2.10.1 XtalPi Details
        2.10.2 XtalPi Major Business
        2.10.3 XtalPi Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.10.4 XtalPi Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.10.5 XtalPi Recent Developments and Future Plans
    2.11 BPGbio
        2.11.1 BPGbio Details
        2.11.2 BPGbio Major Business
        2.11.3 BPGbio Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.11.4 BPGbio Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.11.5 BPGbio Recent Developments and Future Plans
    2.12 Owkin
        2.12.1 Owkin Details
        2.12.2 Owkin Major Business
        2.12.3 Owkin Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.12.4 Owkin Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.12.5 Owkin Recent Developments and Future Plans
    2.13 CytoReason
        2.13.1 CytoReason Details
        2.13.2 CytoReason Major Business
        2.13.3 CytoReason Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.13.4 CytoReason Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.13.5 CytoReason Recent Developments and Future Plans
    2.14 Deep Genomics
        2.14.1 Deep Genomics Details
        2.14.2 Deep Genomics Major Business
        2.14.3 Deep Genomics Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.14.4 Deep Genomics Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.14.5 Deep Genomics Recent Developments and Future Plans
    2.15 Cloud Pharmaceuticals
        2.15.1 Cloud Pharmaceuticals Details
        2.15.2 Cloud Pharmaceuticals Major Business
        2.15.3 Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.15.4 Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.15.5 Cloud Pharmaceuticals Recent Developments and Future Plans
    2.16 BenevolentAI
        2.16.1 BenevolentAI Details
        2.16.2 BenevolentAI Major Business
        2.16.3 BenevolentAI Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.16.4 BenevolentAI Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.16.5 BenevolentAI Recent Developments and Future Plans
    2.17 Cyclica
        2.17.1 Cyclica Details
        2.17.2 Cyclica Major Business
        2.17.3 Cyclica Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.17.4 Cyclica Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.17.5 Cyclica Recent Developments and Future Plans
    2.18 Verge Genomics
        2.18.1 Verge Genomics Details
        2.18.2 Verge Genomics Major Business
        2.18.3 Verge Genomics Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.18.4 Verge Genomics Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.18.5 Verge Genomics Recent Developments and Future Plans
    2.19 Valo Health
        2.19.1 Valo Health Details
        2.19.2 Valo Health Major Business
        2.19.3 Valo Health Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.19.4 Valo Health Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.19.5 Valo Health Recent Developments and Future Plans
    2.20 Envisagenics
        2.20.1 Envisagenics Details
        2.20.2 Envisagenics Major Business
        2.20.3 Envisagenics Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.20.4 Envisagenics Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.20.5 Envisagenics Recent Developments and Future Plans
    2.21 Euretos
        2.21.1 Euretos Details
        2.21.2 Euretos Major Business
        2.21.3 Euretos Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.21.4 Euretos Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.21.5 Euretos Recent Developments and Future Plans
    2.22 BioAge Labs
        2.22.1 BioAge Labs Details
        2.22.2 BioAge Labs Major Business
        2.22.3 BioAge Labs Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.22.4 BioAge Labs Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.22.5 BioAge Labs Recent Developments and Future Plans
    2.23 Iktos
        2.23.1 Iktos Details
        2.23.2 Iktos Major Business
        2.23.3 Iktos Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.23.4 Iktos Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.23.5 Iktos Recent Developments and Future Plans
    2.24 BioSymetrics
        2.24.1 BioSymetrics Details
        2.24.2 BioSymetrics Major Business
        2.24.3 BioSymetrics Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.24.4 BioSymetrics Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.24.5 BioSymetrics Recent Developments and Future Plans
    2.25 Evaxion Biotech
        2.25.1 Evaxion Biotech Details
        2.25.2 Evaxion Biotech Major Business
        2.25.3 Evaxion Biotech Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.25.4 Evaxion Biotech Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.25.5 Evaxion Biotech Recent Developments and Future Plans
    2.26 Aria Pharmaceuticals, Inc
        2.26.1 Aria Pharmaceuticals, Inc Details
        2.26.2 Aria Pharmaceuticals, Inc Major Business
        2.26.3 Aria Pharmaceuticals, Inc Artificial Intelligence in Drug Discovery and Development Product and Solutions
        2.26.4 Aria Pharmaceuticals, Inc Artificial Intelligence in Drug Discovery and Development Revenue, Gross Margin and Market Share (2019-2024)
        2.26.5 Aria Pharmaceuticals, Inc Recent Developments and Future Plans

3 Market Competition, by Players
    3.1 Global Artificial Intelligence in Drug Discovery and Development Revenue and Share by Players (2019-2024)
    3.2 Market Share Analysis (2023)
        3.2.1 Market Share of Artificial Intelligence in Drug Discovery and Development by Company Revenue
        3.2.2 Top 3 Artificial Intelligence in Drug Discovery and Development Players Market Share in 2023
        3.2.3 Top 6 Artificial Intelligence in Drug Discovery and Development Players Market Share in 2023
    3.3 Artificial Intelligence in Drug Discovery and Development Market: Overall Company Footprint Analysis
        3.3.1 Artificial Intelligence in Drug Discovery and Development Market: Region Footprint
        3.3.2 Artificial Intelligence in Drug Discovery and Development Market: Company Product Type Footprint
        3.3.3 Artificial Intelligence in Drug Discovery and Development Market: Company Product Application Footprint
    3.4 New Market Entrants and Barriers to Market Entry
    3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type
    4.1 Global Artificial Intelligence in Drug Discovery and Development Consumption Value and Market Share by Type (2019-2024)
    4.2 Global Artificial Intelligence in Drug Discovery and Development Market Forecast by Type (2025-2030)

5 Market Size Segment by Application
    5.1 Global Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2024)
    5.2 Global Artificial Intelligence in Drug Discovery and Development Market Forecast by Application (2025-2030)

6 North America
    6.1 North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2030)
    6.2 North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2030)
    6.3 North America Artificial Intelligence in Drug Discovery and Development Market Size by Country
        6.3.1 North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2030)
        6.3.2 United States Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        6.3.3 Canada Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        6.3.4 Mexico Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)

7 Europe
    7.1 Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2030)
    7.2 Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2030)
    7.3 Europe Artificial Intelligence in Drug Discovery and Development Market Size by Country
        7.3.1 Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2030)
        7.3.2 Germany Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        7.3.3 France Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        7.3.4 United Kingdom Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        7.3.5 Russia Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        7.3.6 Italy Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)

8 Asia-Pacific
    8.1 Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2030)
    8.2 Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2030)
    8.3 Asia-Pacific Artificial Intelligence in Drug Discovery and Development Market Size by Region
        8.3.1 Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Region (2019-2030)
        8.3.2 China Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        8.3.3 Japan Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        8.3.4 South Korea Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        8.3.5 India Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        8.3.6 Southeast Asia Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        8.3.7 Australia Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)

9 South America
    9.1 South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2030)
    9.2 South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2030)
    9.3 South America Artificial Intelligence in Drug Discovery and Development Market Size by Country
        9.3.1 South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2030)
        9.3.2 Brazil Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        9.3.3 Argentina Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)

10 Middle East & Africa
    10.1 Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2030)
    10.2 Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2030)
    10.3 Middle East & Africa Artificial Intelligence in Drug Discovery and Development Market Size by Country
        10.3.1 Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2030)
        10.3.2 Turkey Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        10.3.3 Saudi Arabia Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)
        10.3.4 UAE Artificial Intelligence in Drug Discovery and Development Market Size and Forecast (2019-2030)

11 Market Dynamics
    11.1 Artificial Intelligence in Drug Discovery and Development Market Drivers
    11.2 Artificial Intelligence in Drug Discovery and Development Market Restraints
    11.3 Artificial Intelligence in Drug Discovery and Development Trends Analysis
    11.4 Porters Five Forces Analysis
        11.4.1 Threat of New Entrants
        11.4.2 Bargaining Power of Suppliers
        11.4.3 Bargaining Power of Buyers
        11.4.4 Threat of Substitutes
        11.4.5 Competitive Rivalry

12 Industry Chain Analysis
    12.1 Artificial Intelligence in Drug Discovery and Development Industry Chain
    12.2 Artificial Intelligence in Drug Discovery and Development Upstream Analysis
    12.3 Artificial Intelligence in Drug Discovery and Development Midstream Analysis
    12.4 Artificial Intelligence in Drug Discovery and Development Downstream Analysis

13 Research Findings and Conclusion

14 Appendix
    14.1 Methodology
    14.2 Research Process and Data Source
    14.3 Disclaimer

Table of Figures

List of Tables
    Table 1. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Table 2. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
    Table 3. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Region (2019-2024) & (USD Million)
    Table 4. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Region (2025-2030) & (USD Million)
    Table 5. IBM Company Information, Head Office, and Major Competitors
    Table 6. IBM Major Business
    Table 7. IBM Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 8. IBM Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 9. IBM Recent Developments and Future Plans
    Table 10. Exscientia Company Information, Head Office, and Major Competitors
    Table 11. Exscientia Major Business
    Table 12. Exscientia Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 13. Exscientia Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 14. Exscientia Recent Developments and Future Plans
    Table 15. Google(Alphabet) Company Information, Head Office, and Major Competitors
    Table 16. Google(Alphabet) Major Business
    Table 17. Google(Alphabet) Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 18. Google(Alphabet) Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 19. Google(Alphabet) Recent Developments and Future Plans
    Table 20. Microsoft Company Information, Head Office, and Major Competitors
    Table 21. Microsoft Major Business
    Table 22. Microsoft Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 23. Microsoft Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 24. Microsoft Recent Developments and Future Plans
    Table 25. Atomwise Company Information, Head Office, and Major Competitors
    Table 26. Atomwise Major Business
    Table 27. Atomwise Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 28. Atomwise Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 29. Atomwise Recent Developments and Future Plans
    Table 30. Schrodinger Company Information, Head Office, and Major Competitors
    Table 31. Schrodinger Major Business
    Table 32. Schrodinger Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 33. Schrodinger Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 34. Schrodinger Recent Developments and Future Plans
    Table 35. Aitia Company Information, Head Office, and Major Competitors
    Table 36. Aitia Major Business
    Table 37. Aitia Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 38. Aitia Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 39. Aitia Recent Developments and Future Plans
    Table 40. Insilico Medicine Company Information, Head Office, and Major Competitors
    Table 41. Insilico Medicine Major Business
    Table 42. Insilico Medicine Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 43. Insilico Medicine Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 44. Insilico Medicine Recent Developments and Future Plans
    Table 45. NVIDIA Company Information, Head Office, and Major Competitors
    Table 46. NVIDIA Major Business
    Table 47. NVIDIA Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 48. NVIDIA Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 49. NVIDIA Recent Developments and Future Plans
    Table 50. XtalPi Company Information, Head Office, and Major Competitors
    Table 51. XtalPi Major Business
    Table 52. XtalPi Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 53. XtalPi Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 54. XtalPi Recent Developments and Future Plans
    Table 55. BPGbio Company Information, Head Office, and Major Competitors
    Table 56. BPGbio Major Business
    Table 57. BPGbio Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 58. BPGbio Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 59. BPGbio Recent Developments and Future Plans
    Table 60. Owkin Company Information, Head Office, and Major Competitors
    Table 61. Owkin Major Business
    Table 62. Owkin Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 63. Owkin Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 64. Owkin Recent Developments and Future Plans
    Table 65. CytoReason Company Information, Head Office, and Major Competitors
    Table 66. CytoReason Major Business
    Table 67. CytoReason Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 68. CytoReason Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 69. CytoReason Recent Developments and Future Plans
    Table 70. Deep Genomics Company Information, Head Office, and Major Competitors
    Table 71. Deep Genomics Major Business
    Table 72. Deep Genomics Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 73. Deep Genomics Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 74. Deep Genomics Recent Developments and Future Plans
    Table 75. Cloud Pharmaceuticals Company Information, Head Office, and Major Competitors
    Table 76. Cloud Pharmaceuticals Major Business
    Table 77. Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 78. Cloud Pharmaceuticals Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 79. Cloud Pharmaceuticals Recent Developments and Future Plans
    Table 80. BenevolentAI Company Information, Head Office, and Major Competitors
    Table 81. BenevolentAI Major Business
    Table 82. BenevolentAI Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 83. BenevolentAI Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 84. BenevolentAI Recent Developments and Future Plans
    Table 85. Cyclica Company Information, Head Office, and Major Competitors
    Table 86. Cyclica Major Business
    Table 87. Cyclica Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 88. Cyclica Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 89. Cyclica Recent Developments and Future Plans
    Table 90. Verge Genomics Company Information, Head Office, and Major Competitors
    Table 91. Verge Genomics Major Business
    Table 92. Verge Genomics Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 93. Verge Genomics Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 94. Verge Genomics Recent Developments and Future Plans
    Table 95. Valo Health Company Information, Head Office, and Major Competitors
    Table 96. Valo Health Major Business
    Table 97. Valo Health Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 98. Valo Health Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 99. Valo Health Recent Developments and Future Plans
    Table 100. Envisagenics Company Information, Head Office, and Major Competitors
    Table 101. Envisagenics Major Business
    Table 102. Envisagenics Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 103. Envisagenics Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 104. Envisagenics Recent Developments and Future Plans
    Table 105. Euretos Company Information, Head Office, and Major Competitors
    Table 106. Euretos Major Business
    Table 107. Euretos Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 108. Euretos Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 109. Euretos Recent Developments and Future Plans
    Table 110. BioAge Labs Company Information, Head Office, and Major Competitors
    Table 111. BioAge Labs Major Business
    Table 112. BioAge Labs Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 113. BioAge Labs Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 114. BioAge Labs Recent Developments and Future Plans
    Table 115. Iktos Company Information, Head Office, and Major Competitors
    Table 116. Iktos Major Business
    Table 117. Iktos Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 118. Iktos Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 119. Iktos Recent Developments and Future Plans
    Table 120. BioSymetrics Company Information, Head Office, and Major Competitors
    Table 121. BioSymetrics Major Business
    Table 122. BioSymetrics Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 123. BioSymetrics Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 124. BioSymetrics Recent Developments and Future Plans
    Table 125. Evaxion Biotech Company Information, Head Office, and Major Competitors
    Table 126. Evaxion Biotech Major Business
    Table 127. Evaxion Biotech Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 128. Evaxion Biotech Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 129. Evaxion Biotech Recent Developments and Future Plans
    Table 130. Aria Pharmaceuticals, Inc Company Information, Head Office, and Major Competitors
    Table 131. Aria Pharmaceuticals, Inc Major Business
    Table 132. Aria Pharmaceuticals, Inc Artificial Intelligence in Drug Discovery and Development Product and Solutions
    Table 133. Aria Pharmaceuticals, Inc Artificial Intelligence in Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2019-2024)
    Table 134. Aria Pharmaceuticals, Inc Recent Developments and Future Plans
    Table 135. Global Artificial Intelligence in Drug Discovery and Development Revenue (USD Million) by Players (2019-2024)
    Table 136. Global Artificial Intelligence in Drug Discovery and Development Revenue Share by Players (2019-2024)
    Table 137. Breakdown of Artificial Intelligence in Drug Discovery and Development by Company Type (Tier 1, Tier 2, and Tier 3)
    Table 138. Market Position of Players in Artificial Intelligence in Drug Discovery and Development, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
    Table 139. Head Office of Key Artificial Intelligence in Drug Discovery and Development Players
    Table 140. Artificial Intelligence in Drug Discovery and Development Market: Company Product Type Footprint
    Table 141. Artificial Intelligence in Drug Discovery and Development Market: Company Product Application Footprint
    Table 142. Artificial Intelligence in Drug Discovery and Development New Market Entrants and Barriers to Market Entry
    Table 143. Artificial Intelligence in Drug Discovery and Development Mergers, Acquisition, Agreements, and Collaborations
    Table 144. Global Artificial Intelligence in Drug Discovery and Development Consumption Value (USD Million) by Type (2019-2024)
    Table 145. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Share by Type (2019-2024)
    Table 146. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Forecast by Type (2025-2030)
    Table 147. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024)
    Table 148. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Forecast by Application (2025-2030)
    Table 149. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2024) & (USD Million)
    Table 150. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2025-2030) & (USD Million)
    Table 151. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024) & (USD Million)
    Table 152. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2025-2030) & (USD Million)
    Table 153. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2024) & (USD Million)
    Table 154. North America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2025-2030) & (USD Million)
    Table 155. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2024) & (USD Million)
    Table 156. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2025-2030) & (USD Million)
    Table 157. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024) & (USD Million)
    Table 158. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2025-2030) & (USD Million)
    Table 159. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2024) & (USD Million)
    Table 160. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2025-2030) & (USD Million)
    Table 161. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2024) & (USD Million)
    Table 162. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2025-2030) & (USD Million)
    Table 163. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024) & (USD Million)
    Table 164. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2025-2030) & (USD Million)
    Table 165. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Region (2019-2024) & (USD Million)
    Table 166. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value by Region (2025-2030) & (USD Million)
    Table 167. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2024) & (USD Million)
    Table 168. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2025-2030) & (USD Million)
    Table 169. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024) & (USD Million)
    Table 170. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2025-2030) & (USD Million)
    Table 171. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2024) & (USD Million)
    Table 172. South America Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2025-2030) & (USD Million)
    Table 173. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2019-2024) & (USD Million)
    Table 174. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Type (2025-2030) & (USD Million)
    Table 175. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2019-2024) & (USD Million)
    Table 176. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Application (2025-2030) & (USD Million)
    Table 177. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2019-2024) & (USD Million)
    Table 178. Middle East & Africa Artificial Intelligence in Drug Discovery and Development Consumption Value by Country (2025-2030) & (USD Million)
    Table 179. Artificial Intelligence in Drug Discovery and Development Raw Material
    Table 180. Key Suppliers of Artificial Intelligence in Drug Discovery and Development Raw Materials
List of Figures
    Figure 1. Artificial Intelligence in Drug Discovery and Development Picture
    Figure 2. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Figure 3. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type in 2023
    Figure 4. Hardware
    Figure 5. Software
    Figure 6. Service
    Figure 7. Global Artificial Intelligence in Drug Discovery and Development Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
    Figure 8. Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application in 2023
    Figure 9. Early Drug Discovery Picture
    Figure 10. Preclinical Phase Picture
    Figure 11. Clinical Phase Picture
    Figure 12. Regulatory Approval Picture
    Figure 13. Global Artificial Intelligence in Drug Discovery and Development Consumption Value, (USD Million): 2019 & 2023 & 2030
    Figure 14. Global Artificial Intelligence in Drug Discovery and Development Consumption Value and Forecast (2019-2030) & (USD Million)
    Figure 15. Global Market Artificial Intelligence in Drug Discovery and Development Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
    Figure 16. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Region (2019-2030)
    Figure 17. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Region in 2023
    Figure 18. North America Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 19. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 20. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 21. South America Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 22. Middle East and Africa Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 23. Global Artificial Intelligence in Drug Discovery and Development Revenue Share by Players in 2023
    Figure 24. Artificial Intelligence in Drug Discovery and Development Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
    Figure 25. Global Top 3 Players Artificial Intelligence in Drug Discovery and Development Market Share in 2023
    Figure 26. Global Top 6 Players Artificial Intelligence in Drug Discovery and Development Market Share in 2023
    Figure 27. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Share by Type (2019-2024)
    Figure 28. Global Artificial Intelligence in Drug Discovery and Development Market Share Forecast by Type (2025-2030)
    Figure 29. Global Artificial Intelligence in Drug Discovery and Development Consumption Value Share by Application (2019-2024)
    Figure 30. Global Artificial Intelligence in Drug Discovery and Development Market Share Forecast by Application (2025-2030)
    Figure 31. North America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type (2019-2030)
    Figure 32. North America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2030)
    Figure 33. North America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Country (2019-2030)
    Figure 34. United States Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 35. Canada Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 36. Mexico Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 37. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type (2019-2030)
    Figure 38. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2030)
    Figure 39. Europe Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Country (2019-2030)
    Figure 40. Germany Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 41. France Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 42. United Kingdom Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 43. Russia Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 44. Italy Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 45. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type (2019-2030)
    Figure 46. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2030)
    Figure 47. Asia-Pacific Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Region (2019-2030)
    Figure 48. China Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 49. Japan Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 50. South Korea Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 51. India Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 52. Southeast Asia Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 53. Australia Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 54. South America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type (2019-2030)
    Figure 55. South America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2030)
    Figure 56. South America Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Country (2019-2030)
    Figure 57. Brazil Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 58. Argentina Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 59. Middle East and Africa Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Type (2019-2030)
    Figure 60. Middle East and Africa Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Application (2019-2030)
    Figure 61. Middle East and Africa Artificial Intelligence in Drug Discovery and Development Consumption Value Market Share by Country (2019-2030)
    Figure 62. Turkey Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 63. Saudi Arabia Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 64. UAE Artificial Intelligence in Drug Discovery and Development Consumption Value (2019-2030) & (USD Million)
    Figure 65. Artificial Intelligence in Drug Discovery and Development Market Drivers
    Figure 66. Artificial Intelligence in Drug Discovery and Development Market Restraints
    Figure 67. Artificial Intelligence in Drug Discovery and Development Market Trends
    Figure 68. Porters Five Forces Analysis
    Figure 69. Manufacturing Cost Structure Analysis of Artificial Intelligence in Drug Discovery and Development in 2023
    Figure 70. Manufacturing Process Analysis of Artificial Intelligence in Drug Discovery and Development
    Figure 71. Artificial Intelligence in Drug Discovery and Development Industrial Chain
    Figure 72. Methodology
    Figure 73. Research Process and Data Source

Research Methodology

Client Requirements

Review and analyze client requirements

Discussion of all the project requirements and queries

Flexibility Check

Project Feasibility Analysis

Finalizing tentative research programme

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

Determination of key drivers, restraints, challenge, and opportunity

Identifies market needs and trends

Market Size Estimation & Forecast

Estimation of historical data based on secondary and primary data

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

Consideration of geography, region-specific product/service demand for region segments

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

Data Source

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

Collection of data

Cumulating and collating the essential qualitative and quantitative data

Generation of report in client requested format by research analysts

Reviews by expert analysts

Final quality check

Clarifying queries

Receiving feedback

Ensuring satisfaction

01 Identification of data

This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic

This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data

This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data

This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis

This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

Companies Mentioned

IBM
Exscientia
Google(Alphabet)
Microsoft
Atomwise
Schrodinger
Aitia
Insilico Medicine
NVIDIA
XtalPi
BPGbio
Owkin
CytoReason
Deep Genomics
Cloud Pharmaceuticals
BenevolentAI
Cyclica
Verge Genomics
Valo Health
Envisagenics
Euretos
BioAge Labs
Iktos
BioSymetrics
Evaxion Biotech
Aria Pharmaceuticals, Inc

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