Global AI for Drug Discovery and Development Market 2025 by Company, Regions, Type and Application, Forecast to 2031
According to our (Global Info Research) latest study, the global AI for Drug Discovery and Development market size was valued at US$ 1344 million in 2024 and is forecast to a readjusted size of USD 4173 million by 2031 with a CAGR of 17.8% during review period.
Artificial intelligence has significant applications in the drug discovery field as it helps track diseases, create disease cures and predict which animal viruses appear to mutate. Artificial intelligence has been known to enhance R&D in drug discovery, which has helped researchers to discover chronic disease treatments. Drug discovery and development in the fields of medicine, pharmacology, and biotechnology are processes for the creation, design, and procurement of a drug through identifying a biological target, such as enzyme protein, gene, or receptor. Previously, the drugs were discovered by identifying the active ingredient conventional treatments. Thus, drug discovery is the first step in the process of identifying potential novel drugs and their medicinal purpose. New criteria for drugs are measured based on their bioavailability, efficacy, potency, and toxicity.
The global pharmaceutical market is 1475 billion USD in 2022, growing at a CAGR of 5% during the next six years. The pharmaceutical market includes chemical drugs and biological drugs. For biologics is expected to 381 billion USD in 2022. In comparison, the chemical drug market is estimated to increase from 1005 billion in 2018 to 1094 billion U.S. dollars in 2022. The pharmaceutical market factors such as increasing demand for healthcare, technological advancements, and the rising prevalence of chronic diseases, increase in funding from private & government organizations for development of pharmaceutical manufacturing segments and rise in R&D activities for drugs. However, the industry also faces challenges such as stringent regulations, high costs of research and development, and patent expirations. Companies need to continuously innovate and adapt to these challenges to stay competitive in the market and ensure their products reach patients in need. Additionally, the COVID-19 pandemic has highlighted the importance of vaccine development and supply chain management, further emphasizing the need for pharmaceutical companies to be agile and responsive to emerging public health needs.
This report is a detailed and comprehensive analysis for global AI for Drug Discovery and Development market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global AI for Drug Discovery and Development market size and forecasts, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for AI for Drug Discovery and Development
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global AI for Drug Discovery and Development market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Alphabet, Atomwise, BenevolentAI, Cloud Pharmaceutical, Deep Genomics, Exscientia, IBM, Insilico Medicine, Microsoft Corporation, Nvidia Corporation, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
AI for Drug Discovery and Development market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
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 and Rest of Asia-Pacific)
South America (Brazil, 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 AI for Drug Discovery and Development product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of AI for Drug Discovery and Development, with revenue, gross margin, and global market share of AI for Drug Discovery and Development from 2020 to 2025.
Chapter 3, the AI for 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 by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
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 2020 to 2025.and AI for Drug Discovery and Development market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of AI for Drug Discovery and Development.
Chapter 13, to describe AI for Drug Discovery and Development research findings and conclusion.
Artificial intelligence has significant applications in the drug discovery field as it helps track diseases, create disease cures and predict which animal viruses appear to mutate. Artificial intelligence has been known to enhance R&D in drug discovery, which has helped researchers to discover chronic disease treatments. Drug discovery and development in the fields of medicine, pharmacology, and biotechnology are processes for the creation, design, and procurement of a drug through identifying a biological target, such as enzyme protein, gene, or receptor. Previously, the drugs were discovered by identifying the active ingredient conventional treatments. Thus, drug discovery is the first step in the process of identifying potential novel drugs and their medicinal purpose. New criteria for drugs are measured based on their bioavailability, efficacy, potency, and toxicity.
The global pharmaceutical market is 1475 billion USD in 2022, growing at a CAGR of 5% during the next six years. The pharmaceutical market includes chemical drugs and biological drugs. For biologics is expected to 381 billion USD in 2022. In comparison, the chemical drug market is estimated to increase from 1005 billion in 2018 to 1094 billion U.S. dollars in 2022. The pharmaceutical market factors such as increasing demand for healthcare, technological advancements, and the rising prevalence of chronic diseases, increase in funding from private & government organizations for development of pharmaceutical manufacturing segments and rise in R&D activities for drugs. However, the industry also faces challenges such as stringent regulations, high costs of research and development, and patent expirations. Companies need to continuously innovate and adapt to these challenges to stay competitive in the market and ensure their products reach patients in need. Additionally, the COVID-19 pandemic has highlighted the importance of vaccine development and supply chain management, further emphasizing the need for pharmaceutical companies to be agile and responsive to emerging public health needs.
This report is a detailed and comprehensive analysis for global AI for Drug Discovery and Development market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global AI for Drug Discovery and Development market size and forecasts, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global AI for Drug Discovery and Development market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for AI for Drug Discovery and Development
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global AI for Drug Discovery and Development market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Alphabet, Atomwise, BenevolentAI, Cloud Pharmaceutical, Deep Genomics, Exscientia, IBM, Insilico Medicine, Microsoft Corporation, Nvidia Corporation, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
AI for Drug Discovery and Development market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
- Target Identification
- Molecule Screening
- De Novo Drug Design and Drug Optimization
- Preclinical and Clinical Testing
- Others
- Oncology
- Infectious Disease
- Neurology
- Others
- Alphabet
- Atomwise
- BenevolentAI
- Cloud Pharmaceutical
- Deep Genomics
- Exscientia
- IBM
- Insilico Medicine
- Microsoft Corporation
- Nvidia Corporation
- XtalPi
- DP Technology
- Tencent iDrug
- PaddleHelix
- EIHealth
- Aliyun
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 and Rest of Asia-Pacific)
South America (Brazil, 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 AI for Drug Discovery and Development product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of AI for Drug Discovery and Development, with revenue, gross margin, and global market share of AI for Drug Discovery and Development from 2020 to 2025.
Chapter 3, the AI for 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 by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
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 2020 to 2025.and AI for Drug Discovery and Development market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of AI for Drug Discovery and Development.
Chapter 13, to describe AI for Drug Discovery and Development research findings and conclusion.
1 MARKET OVERVIEW
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of AI for Drug Discovery and Development by Type
1.3.1 Overview: Global AI for Drug Discovery and Development Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global AI for Drug Discovery and Development Consumption Value Market Share by Type in 2024
1.3.3 Target Identification
1.3.4 Molecule Screening
1.3.5 De Novo Drug Design and Drug Optimization
1.3.6 Preclinical and Clinical Testing
1.3.7 Others
1.4 Global AI for Drug Discovery and Development Market by Application
1.4.1 Overview: Global AI for Drug Discovery and Development Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Oncology
1.4.3 Infectious Disease
1.4.4 Neurology
1.4.5 Others
1.5 Global AI for Drug Discovery and Development Market Size & Forecast
1.6 Global AI for Drug Discovery and Development Market Size and Forecast by Region
1.6.1 Global AI for Drug Discovery and Development Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global AI for Drug Discovery and Development Market Size by Region, (2020-2031)
1.6.3 North America AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.4 Europe AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.6 South America AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Alphabet
2.1.1 Alphabet Details
2.1.2 Alphabet Major Business
2.1.3 Alphabet AI for Drug Discovery and Development Product and Solutions
2.1.4 Alphabet AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Alphabet Recent Developments and Future Plans
2.2 Atomwise
2.2.1 Atomwise Details
2.2.2 Atomwise Major Business
2.2.3 Atomwise AI for Drug Discovery and Development Product and Solutions
2.2.4 Atomwise AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Atomwise Recent Developments and Future Plans
2.3 BenevolentAI
2.3.1 BenevolentAI Details
2.3.2 BenevolentAI Major Business
2.3.3 BenevolentAI AI for Drug Discovery and Development Product and Solutions
2.3.4 BenevolentAI AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 BenevolentAI Recent Developments and Future Plans
2.4 Cloud Pharmaceutical
2.4.1 Cloud Pharmaceutical Details
2.4.2 Cloud Pharmaceutical Major Business
2.4.3 Cloud Pharmaceutical AI for Drug Discovery and Development Product and Solutions
2.4.4 Cloud Pharmaceutical AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 Cloud Pharmaceutical Recent Developments and Future Plans
2.5 Deep Genomics
2.5.1 Deep Genomics Details
2.5.2 Deep Genomics Major Business
2.5.3 Deep Genomics AI for Drug Discovery and Development Product and Solutions
2.5.4 Deep Genomics AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Deep Genomics Recent Developments and Future Plans
2.6 Exscientia
2.6.1 Exscientia Details
2.6.2 Exscientia Major Business
2.6.3 Exscientia AI for Drug Discovery and Development Product and Solutions
2.6.4 Exscientia AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Exscientia Recent Developments and Future Plans
2.7 IBM
2.7.1 IBM Details
2.7.2 IBM Major Business
2.7.3 IBM AI for Drug Discovery and Development Product and Solutions
2.7.4 IBM AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 IBM 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 AI for Drug Discovery and Development Product and Solutions
2.8.4 Insilico Medicine AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 Insilico Medicine Recent Developments and Future Plans
2.9 Microsoft Corporation
2.9.1 Microsoft Corporation Details
2.9.2 Microsoft Corporation Major Business
2.9.3 Microsoft Corporation AI for Drug Discovery and Development Product and Solutions
2.9.4 Microsoft Corporation AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Microsoft Corporation Recent Developments and Future Plans
2.10 Nvidia Corporation
2.10.1 Nvidia Corporation Details
2.10.2 Nvidia Corporation Major Business
2.10.3 Nvidia Corporation AI for Drug Discovery and Development Product and Solutions
2.10.4 Nvidia Corporation AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 Nvidia Corporation Recent Developments and Future Plans
2.11 XtalPi
2.11.1 XtalPi Details
2.11.2 XtalPi Major Business
2.11.3 XtalPi AI for Drug Discovery and Development Product and Solutions
2.11.4 XtalPi AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 XtalPi Recent Developments and Future Plans
2.12 DP Technology
2.12.1 DP Technology Details
2.12.2 DP Technology Major Business
2.12.3 DP Technology AI for Drug Discovery and Development Product and Solutions
2.12.4 DP Technology AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 DP Technology Recent Developments and Future Plans
2.13 Tencent iDrug
2.13.1 Tencent iDrug Details
2.13.2 Tencent iDrug Major Business
2.13.3 Tencent iDrug AI for Drug Discovery and Development Product and Solutions
2.13.4 Tencent iDrug AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Tencent iDrug Recent Developments and Future Plans
2.14 PaddleHelix
2.14.1 PaddleHelix Details
2.14.2 PaddleHelix Major Business
2.14.3 PaddleHelix AI for Drug Discovery and Development Product and Solutions
2.14.4 PaddleHelix AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 PaddleHelix Recent Developments and Future Plans
2.15 EIHealth
2.15.1 EIHealth Details
2.15.2 EIHealth Major Business
2.15.3 EIHealth AI for Drug Discovery and Development Product and Solutions
2.15.4 EIHealth AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.15.5 EIHealth Recent Developments and Future Plans
2.16 Aliyun
2.16.1 Aliyun Details
2.16.2 Aliyun Major Business
2.16.3 Aliyun AI for Drug Discovery and Development Product and Solutions
2.16.4 Aliyun AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.16.5 Aliyun Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global AI for Drug Discovery and Development Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of AI for Drug Discovery and Development by Company Revenue
3.2.2 Top 3 AI for Drug Discovery and Development Players Market Share in 2024
3.2.3 Top 6 AI for Drug Discovery and Development Players Market Share in 2024
3.3 AI for Drug Discovery and Development Market: Overall Company Footprint Analysis
3.3.1 AI for Drug Discovery and Development Market: Region Footprint
3.3.2 AI for Drug Discovery and Development Market: Company Product Type Footprint
3.3.3 AI for 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 AI for Drug Discovery and Development Consumption Value and Market Share by Type (2020-2025)
4.2 Global AI for Drug Discovery and Development Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global AI for Drug Discovery and Development Consumption Value Market Share by Application (2020-2025)
5.2 Global AI for Drug Discovery and Development Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
6.2 North America AI for Drug Discovery and Development Market Size by Application (2020-2031)
6.3 North America AI for Drug Discovery and Development Market Size by Country
6.3.1 North America AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
6.3.2 United States AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
6.3.3 Canada AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
6.3.4 Mexico AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
7.2 Europe AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
7.3 Europe AI for Drug Discovery and Development Market Size by Country
7.3.1 Europe AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
7.3.2 Germany AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.3 France AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.4 United Kingdom AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.5 Russia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.6 Italy AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
8.2 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
8.3 Asia-Pacific AI for Drug Discovery and Development Market Size by Region
8.3.1 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Region (2020-2031)
8.3.2 China AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.3 Japan AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.4 South Korea AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.5 India AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.7 Australia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
9.2 South America AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
9.3 South America AI for Drug Discovery and Development Market Size by Country
9.3.1 South America AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
9.3.2 Brazil AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
9.3.3 Argentina AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
10.2 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
10.3 Middle East & Africa AI for Drug Discovery and Development Market Size by Country
10.3.1 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
10.3.2 Turkey AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10.3.4 UAE AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 AI for Drug Discovery and Development Market Drivers
11.2 AI for Drug Discovery and Development Market Restraints
11.3 AI for 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 AI for Drug Discovery and Development Industry Chain
12.2 AI for Drug Discovery and Development Upstream Analysis
12.3 AI for Drug Discovery and Development Midstream Analysis
12.4 AI for 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
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of AI for Drug Discovery and Development by Type
1.3.1 Overview: Global AI for Drug Discovery and Development Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global AI for Drug Discovery and Development Consumption Value Market Share by Type in 2024
1.3.3 Target Identification
1.3.4 Molecule Screening
1.3.5 De Novo Drug Design and Drug Optimization
1.3.6 Preclinical and Clinical Testing
1.3.7 Others
1.4 Global AI for Drug Discovery and Development Market by Application
1.4.1 Overview: Global AI for Drug Discovery and Development Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Oncology
1.4.3 Infectious Disease
1.4.4 Neurology
1.4.5 Others
1.5 Global AI for Drug Discovery and Development Market Size & Forecast
1.6 Global AI for Drug Discovery and Development Market Size and Forecast by Region
1.6.1 Global AI for Drug Discovery and Development Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global AI for Drug Discovery and Development Market Size by Region, (2020-2031)
1.6.3 North America AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.4 Europe AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.6 South America AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa AI for Drug Discovery and Development Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Alphabet
2.1.1 Alphabet Details
2.1.2 Alphabet Major Business
2.1.3 Alphabet AI for Drug Discovery and Development Product and Solutions
2.1.4 Alphabet AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Alphabet Recent Developments and Future Plans
2.2 Atomwise
2.2.1 Atomwise Details
2.2.2 Atomwise Major Business
2.2.3 Atomwise AI for Drug Discovery and Development Product and Solutions
2.2.4 Atomwise AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Atomwise Recent Developments and Future Plans
2.3 BenevolentAI
2.3.1 BenevolentAI Details
2.3.2 BenevolentAI Major Business
2.3.3 BenevolentAI AI for Drug Discovery and Development Product and Solutions
2.3.4 BenevolentAI AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 BenevolentAI Recent Developments and Future Plans
2.4 Cloud Pharmaceutical
2.4.1 Cloud Pharmaceutical Details
2.4.2 Cloud Pharmaceutical Major Business
2.4.3 Cloud Pharmaceutical AI for Drug Discovery and Development Product and Solutions
2.4.4 Cloud Pharmaceutical AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 Cloud Pharmaceutical Recent Developments and Future Plans
2.5 Deep Genomics
2.5.1 Deep Genomics Details
2.5.2 Deep Genomics Major Business
2.5.3 Deep Genomics AI for Drug Discovery and Development Product and Solutions
2.5.4 Deep Genomics AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Deep Genomics Recent Developments and Future Plans
2.6 Exscientia
2.6.1 Exscientia Details
2.6.2 Exscientia Major Business
2.6.3 Exscientia AI for Drug Discovery and Development Product and Solutions
2.6.4 Exscientia AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Exscientia Recent Developments and Future Plans
2.7 IBM
2.7.1 IBM Details
2.7.2 IBM Major Business
2.7.3 IBM AI for Drug Discovery and Development Product and Solutions
2.7.4 IBM AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 IBM 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 AI for Drug Discovery and Development Product and Solutions
2.8.4 Insilico Medicine AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 Insilico Medicine Recent Developments and Future Plans
2.9 Microsoft Corporation
2.9.1 Microsoft Corporation Details
2.9.2 Microsoft Corporation Major Business
2.9.3 Microsoft Corporation AI for Drug Discovery and Development Product and Solutions
2.9.4 Microsoft Corporation AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Microsoft Corporation Recent Developments and Future Plans
2.10 Nvidia Corporation
2.10.1 Nvidia Corporation Details
2.10.2 Nvidia Corporation Major Business
2.10.3 Nvidia Corporation AI for Drug Discovery and Development Product and Solutions
2.10.4 Nvidia Corporation AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 Nvidia Corporation Recent Developments and Future Plans
2.11 XtalPi
2.11.1 XtalPi Details
2.11.2 XtalPi Major Business
2.11.3 XtalPi AI for Drug Discovery and Development Product and Solutions
2.11.4 XtalPi AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 XtalPi Recent Developments and Future Plans
2.12 DP Technology
2.12.1 DP Technology Details
2.12.2 DP Technology Major Business
2.12.3 DP Technology AI for Drug Discovery and Development Product and Solutions
2.12.4 DP Technology AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 DP Technology Recent Developments and Future Plans
2.13 Tencent iDrug
2.13.1 Tencent iDrug Details
2.13.2 Tencent iDrug Major Business
2.13.3 Tencent iDrug AI for Drug Discovery and Development Product and Solutions
2.13.4 Tencent iDrug AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Tencent iDrug Recent Developments and Future Plans
2.14 PaddleHelix
2.14.1 PaddleHelix Details
2.14.2 PaddleHelix Major Business
2.14.3 PaddleHelix AI for Drug Discovery and Development Product and Solutions
2.14.4 PaddleHelix AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 PaddleHelix Recent Developments and Future Plans
2.15 EIHealth
2.15.1 EIHealth Details
2.15.2 EIHealth Major Business
2.15.3 EIHealth AI for Drug Discovery and Development Product and Solutions
2.15.4 EIHealth AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.15.5 EIHealth Recent Developments and Future Plans
2.16 Aliyun
2.16.1 Aliyun Details
2.16.2 Aliyun Major Business
2.16.3 Aliyun AI for Drug Discovery and Development Product and Solutions
2.16.4 Aliyun AI for Drug Discovery and Development Revenue, Gross Margin and Market Share (2020-2025)
2.16.5 Aliyun Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global AI for Drug Discovery and Development Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of AI for Drug Discovery and Development by Company Revenue
3.2.2 Top 3 AI for Drug Discovery and Development Players Market Share in 2024
3.2.3 Top 6 AI for Drug Discovery and Development Players Market Share in 2024
3.3 AI for Drug Discovery and Development Market: Overall Company Footprint Analysis
3.3.1 AI for Drug Discovery and Development Market: Region Footprint
3.3.2 AI for Drug Discovery and Development Market: Company Product Type Footprint
3.3.3 AI for 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 AI for Drug Discovery and Development Consumption Value and Market Share by Type (2020-2025)
4.2 Global AI for Drug Discovery and Development Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global AI for Drug Discovery and Development Consumption Value Market Share by Application (2020-2025)
5.2 Global AI for Drug Discovery and Development Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
6.2 North America AI for Drug Discovery and Development Market Size by Application (2020-2031)
6.3 North America AI for Drug Discovery and Development Market Size by Country
6.3.1 North America AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
6.3.2 United States AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
6.3.3 Canada AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
6.3.4 Mexico AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
7.2 Europe AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
7.3 Europe AI for Drug Discovery and Development Market Size by Country
7.3.1 Europe AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
7.3.2 Germany AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.3 France AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.4 United Kingdom AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.5 Russia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
7.3.6 Italy AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
8.2 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
8.3 Asia-Pacific AI for Drug Discovery and Development Market Size by Region
8.3.1 Asia-Pacific AI for Drug Discovery and Development Consumption Value by Region (2020-2031)
8.3.2 China AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.3 Japan AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.4 South Korea AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.5 India AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
8.3.7 Australia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
9.2 South America AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
9.3 South America AI for Drug Discovery and Development Market Size by Country
9.3.1 South America AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
9.3.2 Brazil AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
9.3.3 Argentina AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Type (2020-2031)
10.2 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Application (2020-2031)
10.3 Middle East & Africa AI for Drug Discovery and Development Market Size by Country
10.3.1 Middle East & Africa AI for Drug Discovery and Development Consumption Value by Country (2020-2031)
10.3.2 Turkey AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
10.3.4 UAE AI for Drug Discovery and Development Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 AI for Drug Discovery and Development Market Drivers
11.2 AI for Drug Discovery and Development Market Restraints
11.3 AI for 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 AI for Drug Discovery and Development Industry Chain
12.2 AI for Drug Discovery and Development Upstream Analysis
12.3 AI for Drug Discovery and Development Midstream Analysis
12.4 AI for 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
LIST OF TABLES
Table 1. Global AIFor Drug Discovery and Development Consumption Value byType, (USD Million), 2020 & 2024 & 2031
Table 2. Global AIFor Drug Discovery and Development Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global AIFor Drug Discovery and Development Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global AIFor Drug Discovery and Development Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Alphabet Company Information, Head Office, and Major Competitors
Table 6. Alphabet Major Business
Table 7. Alphabet AIFor Drug Discovery and Development Product and Solutions
Table 8. Alphabet AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Alphabet Recent Developments andFuture Plans
Table 10. Atomwise Company Information, Head Office, and Major Competitors
Table 11. Atomwise Major Business
Table 12. Atomwise AIFor Drug Discovery and Development Product and Solutions
Table 13. Atomwise AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. Atomwise Recent Developments andFuture Plans
Table 15. BenevolentAI Company Information, Head Office, and Major Competitors
Table 16. BenevolentAI Major Business
Table 17. BenevolentAI AIFor Drug Discovery and Development Product and Solutions
Table 18. BenevolentAI AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. Cloud Pharmaceutical Company Information, Head Office, and Major Competitors
Table 20. Cloud Pharmaceutical Major Business
Table 21. Cloud Pharmaceutical AIFor Drug Discovery and Development Product and Solutions
Table 22. Cloud Pharmaceutical AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. Cloud Pharmaceutical Recent Developments andFuture Plans
Table 24. Deep Genomics Company Information, Head Office, and Major Competitors
Table 25. Deep Genomics Major Business
Table 26. Deep Genomics AIFor Drug Discovery and Development Product and Solutions
Table 27. Deep Genomics AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Deep Genomics Recent Developments andFuture Plans
Table 29. Exscientia Company Information, Head Office, and Major Competitors
Table 30. Exscientia Major Business
Table 31. Exscientia AIFor Drug Discovery and Development Product and Solutions
Table 32. Exscientia AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. Exscientia Recent Developments andFuture Plans
Table 34. IBM Company Information, Head Office, and Major Competitors
Table 35. IBM Major Business
Table 36. IBM AIFor Drug Discovery and Development Product and Solutions
Table 37. IBM AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. IBM Recent Developments andFuture Plans
Table 39. Insilico Medicine Company Information, Head Office, and Major Competitors
Table 40. Insilico Medicine Major Business
Table 41. Insilico Medicine AIFor Drug Discovery and Development Product and Solutions
Table 42. Insilico Medicine AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. Insilico Medicine Recent Developments andFuture Plans
Table 44. Microsoft Corporation Company Information, Head Office, and Major Competitors
Table 45. Microsoft Corporation Major Business
Table 46. Microsoft Corporation AIFor Drug Discovery and Development Product and Solutions
Table 47. Microsoft Corporation AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Microsoft Corporation Recent Developments andFuture Plans
Table 49. Nvidia Corporation Company Information, Head Office, and Major Competitors
Table 50. Nvidia Corporation Major Business
Table 51. Nvidia Corporation AIFor Drug Discovery and Development Product and Solutions
Table 52. Nvidia Corporation AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. Nvidia Corporation Recent Developments andFuture Plans
Table 54. XtalPi Company Information, Head Office, and Major Competitors
Table 55. XtalPi Major Business
Table 56. XtalPi AIFor Drug Discovery and Development Product and Solutions
Table 57. XtalPi AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. XtalPi Recent Developments andFuture Plans
Table 59. DPTechnology Company Information, Head Office, and Major Competitors
Table 60. DPTechnology Major Business
Table 61. DPTechnology AIFor Drug Discovery and Development Product and Solutions
Table 62. DPTechnology AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. DPTechnology Recent Developments andFuture Plans
Table 64.Tencent iDrug Company Information, Head Office, and Major Competitors
Table 65.Tencent iDrug Major Business
Table 66.Tencent iDrug AIFor Drug Discovery and Development Product and Solutions
Table 67.Tencent iDrug AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68.Tencent iDrug Recent Developments andFuture Plans
Table 69. PaddleHelix Company Information, Head Office, and Major Competitors
Table 70. PaddleHelix Major Business
Table 71. PaddleHelix AIFor Drug Discovery and Development Product and Solutions
Table 72. PaddleHelix AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. PaddleHelix Recent Developments andFuture Plans
Table 74. EIHealth Company Information, Head Office, and Major Competitors
Table 75. EIHealth Major Business
Table 76. EIHealth AIFor Drug Discovery and Development Product and Solutions
Table 77. EIHealth AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 78. EIHealth Recent Developments andFuture Plans
Table 79. Aliyun Company Information, Head Office, and Major Competitors
Table 80. Aliyun Major Business
Table 81. Aliyun AIFor Drug Discovery and Development Product and Solutions
Table 82. Aliyun AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 83. Aliyun Recent Developments andFuture Plans
Table 84. Global AIFor Drug Discovery and Development Revenue (USD Million) by Players (2020-2025)
Table 85. Global AIFor Drug Discovery and Development Revenue Share by Players (2020-2025)
Table 86. Breakdown of AIFor Drug Discovery and Development by CompanyType (Tier 1,Tier 2, andTier 3)
Table 87. Market Position of Players in AIFor Drug Discovery and Development, (Tier 1,Tier 2, andTier 3), Based on Revenue in 2024
Table 88. Head Office of Key AIFor Drug Discovery and Development Players
Table 89. AIFor Drug Discovery and Development Market: Company ProductTypeFootprint
Table 90. AIFor Drug Discovery and Development Market: Company Product ApplicationFootprint
Table 91. AIFor Drug Discovery and Development New Market Entrants and BarriersTo Market Entry
Table 92. AIFor Drug Discovery and Development Mergers, Acquisition, Agreements, and Collaborations
Table 93. Global AIFor Drug Discovery and Development Consumption Value (USD Million) byType (2020-2025)
Table 94. Global AIFor Drug Discovery and Development Consumption Value Share byType (2020-2025)
Table 95. Global AIFor Drug Discovery and Development Consumption ValueForecast byType (2026-2031)
Table 96. Global AIFor Drug Discovery and Development Consumption Value by Application (2020-2025)
Table 97. Global AIFor Drug Discovery and Development Consumption ValueForecast by Application (2026-2031)
Table 98. North America AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 99. North America AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 100. North America AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 101. North America AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 102. North America AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 103. North America AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 104. Europe AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 105. Europe AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 106. Europe AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 107. Europe AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 108. Europe AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 109. Europe AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 110. Asia-Pacific AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 111. Asia-Pacific AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 112. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 113. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 114. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Region (2020-2025) & (USD Million)
Table 115. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Region (2026-2031) & (USD Million)
Table 116. South America AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 117. South America AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 118. South America AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 119. South America AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 120. South America AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 121. South America AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 122. Middle East & Africa AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 123. Middle East & Africa AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 124. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 125. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 126. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 127. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 128. Global Key Players of AIFor Drug Discovery and Development Upstream (Raw Materials)
Table 129. Global AIFor Drug Discovery and DevelopmentTypical Customers
Table 1. Global AIFor Drug Discovery and Development Consumption Value byType, (USD Million), 2020 & 2024 & 2031
Table 2. Global AIFor Drug Discovery and Development Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global AIFor Drug Discovery and Development Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global AIFor Drug Discovery and Development Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Alphabet Company Information, Head Office, and Major Competitors
Table 6. Alphabet Major Business
Table 7. Alphabet AIFor Drug Discovery and Development Product and Solutions
Table 8. Alphabet AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Alphabet Recent Developments andFuture Plans
Table 10. Atomwise Company Information, Head Office, and Major Competitors
Table 11. Atomwise Major Business
Table 12. Atomwise AIFor Drug Discovery and Development Product and Solutions
Table 13. Atomwise AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. Atomwise Recent Developments andFuture Plans
Table 15. BenevolentAI Company Information, Head Office, and Major Competitors
Table 16. BenevolentAI Major Business
Table 17. BenevolentAI AIFor Drug Discovery and Development Product and Solutions
Table 18. BenevolentAI AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. Cloud Pharmaceutical Company Information, Head Office, and Major Competitors
Table 20. Cloud Pharmaceutical Major Business
Table 21. Cloud Pharmaceutical AIFor Drug Discovery and Development Product and Solutions
Table 22. Cloud Pharmaceutical AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. Cloud Pharmaceutical Recent Developments andFuture Plans
Table 24. Deep Genomics Company Information, Head Office, and Major Competitors
Table 25. Deep Genomics Major Business
Table 26. Deep Genomics AIFor Drug Discovery and Development Product and Solutions
Table 27. Deep Genomics AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Deep Genomics Recent Developments andFuture Plans
Table 29. Exscientia Company Information, Head Office, and Major Competitors
Table 30. Exscientia Major Business
Table 31. Exscientia AIFor Drug Discovery and Development Product and Solutions
Table 32. Exscientia AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. Exscientia Recent Developments andFuture Plans
Table 34. IBM Company Information, Head Office, and Major Competitors
Table 35. IBM Major Business
Table 36. IBM AIFor Drug Discovery and Development Product and Solutions
Table 37. IBM AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. IBM Recent Developments andFuture Plans
Table 39. Insilico Medicine Company Information, Head Office, and Major Competitors
Table 40. Insilico Medicine Major Business
Table 41. Insilico Medicine AIFor Drug Discovery and Development Product and Solutions
Table 42. Insilico Medicine AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. Insilico Medicine Recent Developments andFuture Plans
Table 44. Microsoft Corporation Company Information, Head Office, and Major Competitors
Table 45. Microsoft Corporation Major Business
Table 46. Microsoft Corporation AIFor Drug Discovery and Development Product and Solutions
Table 47. Microsoft Corporation AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Microsoft Corporation Recent Developments andFuture Plans
Table 49. Nvidia Corporation Company Information, Head Office, and Major Competitors
Table 50. Nvidia Corporation Major Business
Table 51. Nvidia Corporation AIFor Drug Discovery and Development Product and Solutions
Table 52. Nvidia Corporation AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. Nvidia Corporation Recent Developments andFuture Plans
Table 54. XtalPi Company Information, Head Office, and Major Competitors
Table 55. XtalPi Major Business
Table 56. XtalPi AIFor Drug Discovery and Development Product and Solutions
Table 57. XtalPi AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. XtalPi Recent Developments andFuture Plans
Table 59. DPTechnology Company Information, Head Office, and Major Competitors
Table 60. DPTechnology Major Business
Table 61. DPTechnology AIFor Drug Discovery and Development Product and Solutions
Table 62. DPTechnology AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. DPTechnology Recent Developments andFuture Plans
Table 64.Tencent iDrug Company Information, Head Office, and Major Competitors
Table 65.Tencent iDrug Major Business
Table 66.Tencent iDrug AIFor Drug Discovery and Development Product and Solutions
Table 67.Tencent iDrug AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68.Tencent iDrug Recent Developments andFuture Plans
Table 69. PaddleHelix Company Information, Head Office, and Major Competitors
Table 70. PaddleHelix Major Business
Table 71. PaddleHelix AIFor Drug Discovery and Development Product and Solutions
Table 72. PaddleHelix AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. PaddleHelix Recent Developments andFuture Plans
Table 74. EIHealth Company Information, Head Office, and Major Competitors
Table 75. EIHealth Major Business
Table 76. EIHealth AIFor Drug Discovery and Development Product and Solutions
Table 77. EIHealth AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 78. EIHealth Recent Developments andFuture Plans
Table 79. Aliyun Company Information, Head Office, and Major Competitors
Table 80. Aliyun Major Business
Table 81. Aliyun AIFor Drug Discovery and Development Product and Solutions
Table 82. Aliyun AIFor Drug Discovery and Development Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 83. Aliyun Recent Developments andFuture Plans
Table 84. Global AIFor Drug Discovery and Development Revenue (USD Million) by Players (2020-2025)
Table 85. Global AIFor Drug Discovery and Development Revenue Share by Players (2020-2025)
Table 86. Breakdown of AIFor Drug Discovery and Development by CompanyType (Tier 1,Tier 2, andTier 3)
Table 87. Market Position of Players in AIFor Drug Discovery and Development, (Tier 1,Tier 2, andTier 3), Based on Revenue in 2024
Table 88. Head Office of Key AIFor Drug Discovery and Development Players
Table 89. AIFor Drug Discovery and Development Market: Company ProductTypeFootprint
Table 90. AIFor Drug Discovery and Development Market: Company Product ApplicationFootprint
Table 91. AIFor Drug Discovery and Development New Market Entrants and BarriersTo Market Entry
Table 92. AIFor Drug Discovery and Development Mergers, Acquisition, Agreements, and Collaborations
Table 93. Global AIFor Drug Discovery and Development Consumption Value (USD Million) byType (2020-2025)
Table 94. Global AIFor Drug Discovery and Development Consumption Value Share byType (2020-2025)
Table 95. Global AIFor Drug Discovery and Development Consumption ValueForecast byType (2026-2031)
Table 96. Global AIFor Drug Discovery and Development Consumption Value by Application (2020-2025)
Table 97. Global AIFor Drug Discovery and Development Consumption ValueForecast by Application (2026-2031)
Table 98. North America AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 99. North America AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 100. North America AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 101. North America AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 102. North America AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 103. North America AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 104. Europe AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 105. Europe AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 106. Europe AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 107. Europe AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 108. Europe AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 109. Europe AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 110. Asia-Pacific AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 111. Asia-Pacific AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 112. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 113. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 114. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Region (2020-2025) & (USD Million)
Table 115. Asia-Pacific AIFor Drug Discovery and Development Consumption Value by Region (2026-2031) & (USD Million)
Table 116. South America AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 117. South America AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 118. South America AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 119. South America AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 120. South America AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 121. South America AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 122. Middle East & Africa AIFor Drug Discovery and Development Consumption Value byType (2020-2025) & (USD Million)
Table 123. Middle East & Africa AIFor Drug Discovery and Development Consumption Value byType (2026-2031) & (USD Million)
Table 124. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Application (2020-2025) & (USD Million)
Table 125. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Application (2026-2031) & (USD Million)
Table 126. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Country (2020-2025) & (USD Million)
Table 127. Middle East & Africa AIFor Drug Discovery and Development Consumption Value by Country (2026-2031) & (USD Million)
Table 128. Global Key Players of AIFor Drug Discovery and Development Upstream (Raw Materials)
Table 129. Global AIFor Drug Discovery and DevelopmentTypical Customers
LIST OF FIGURES
Figure 1. AIFor Drug Discovery and Development Picture
Figure 2. Global AIFor Drug Discovery and Development Consumption Value byType, (USD Million), 2020 & 2024 & 2031
Figure 3. Global AIFor Drug Discovery and Development Consumption Value Market Share byType in 2024
Figure 4.Target Identification
Figure 5. Molecule Screening
Figure 6. De Novo Drug Design and Drug Optimization
Figure 7. Preclinical and ClinicalTesting
Figure 8. Others
Figure 9. Global AIFor Drug Discovery and Development Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 10. AIFor Drug Discovery and Development Consumption Value Market Share by Application in 2024
Figure 11. Oncology Picture
Figure 12. Infectious Disease Picture
Figure 13. Neurology Picture
Figure 14. Others Picture
Figure 15. Global AIFor Drug Discovery and Development Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 16. Global AIFor Drug Discovery and Development Consumption Value andForecast (2020-2031) & (USD Million)
Figure 17. Global Market AIFor Drug Discovery and Development Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 18. Global AIFor Drug Discovery and Development Consumption Value Market Share by Region (2020-2031)
Figure 19. Global AIFor Drug Discovery and Development Consumption Value Market Share by Region in 2024
Figure 20. North America AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 21. Europe AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 22. Asia-Pacific AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 23. South America AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 24. Middle East & Africa AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 25. CompanyThree Recent Developments andFuture Plans
Figure 26. Global AIFor Drug Discovery and Development Revenue Share by Players in 2024
Figure 27. AIFor Drug Discovery and Development Market Share by CompanyType (Tier 1,Tier 2, andTier 3) in 2024
Figure 28. Market Share of AIFor Drug Discovery and Development by Player Revenue in 2024
Figure 29.Top 3 AIFor Drug Discovery and Development Players Market Share in 2024
Figure 30.Top 6 AIFor Drug Discovery and Development Players Market Share in 2024
Figure 31. Global AIFor Drug Discovery and Development Consumption Value Share byType (2020-2025)
Figure 32. Global AIFor Drug Discovery and Development Market ShareForecast byType (2026-2031)
Figure 33. Global AIFor Drug Discovery and Development Consumption Value Share by Application (2020-2025)
Figure 34. Global AIFor Drug Discovery and Development Market ShareForecast by Application (2026-2031)
Figure 35. North America AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 36. North America AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 37. North America AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 38. United States AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 39. Canada AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 40. Mexico AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 41. Europe AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 42. Europe AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 43. Europe AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 44. Germany AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 45.France AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 46. United Kingdom AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 47. Russia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 48. Italy AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 49. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 50. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 51. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share by Region (2020-2031)
Figure 52. China AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 53. Japan AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 54. South Korea AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 55. India AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 56. Southeast Asia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 57. Australia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 58. South America AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 59. South America AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 60. South America AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 61. Brazil AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 62. Argentina AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 63. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 64. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 65. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 66.Turkey AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 67. Saudi Arabia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 68. UAE AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 69. AIFor Drug Discovery and Development Market Drivers
Figure 70. AIFor Drug Discovery and Development Market Restraints
Figure 71. AIFor Drug Discovery and Development MarketTrends
Figure 72. PortersFiveForces Analysis
Figure 73. AIFor Drug Discovery and Development Industrial Chain
Figure 74. Methodology
Figure 75. Research Process and Data Source
Figure 1. AIFor Drug Discovery and Development Picture
Figure 2. Global AIFor Drug Discovery and Development Consumption Value byType, (USD Million), 2020 & 2024 & 2031
Figure 3. Global AIFor Drug Discovery and Development Consumption Value Market Share byType in 2024
Figure 4.Target Identification
Figure 5. Molecule Screening
Figure 6. De Novo Drug Design and Drug Optimization
Figure 7. Preclinical and ClinicalTesting
Figure 8. Others
Figure 9. Global AIFor Drug Discovery and Development Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 10. AIFor Drug Discovery and Development Consumption Value Market Share by Application in 2024
Figure 11. Oncology Picture
Figure 12. Infectious Disease Picture
Figure 13. Neurology Picture
Figure 14. Others Picture
Figure 15. Global AIFor Drug Discovery and Development Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 16. Global AIFor Drug Discovery and Development Consumption Value andForecast (2020-2031) & (USD Million)
Figure 17. Global Market AIFor Drug Discovery and Development Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 18. Global AIFor Drug Discovery and Development Consumption Value Market Share by Region (2020-2031)
Figure 19. Global AIFor Drug Discovery and Development Consumption Value Market Share by Region in 2024
Figure 20. North America AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 21. Europe AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 22. Asia-Pacific AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 23. South America AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 24. Middle East & Africa AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 25. CompanyThree Recent Developments andFuture Plans
Figure 26. Global AIFor Drug Discovery and Development Revenue Share by Players in 2024
Figure 27. AIFor Drug Discovery and Development Market Share by CompanyType (Tier 1,Tier 2, andTier 3) in 2024
Figure 28. Market Share of AIFor Drug Discovery and Development by Player Revenue in 2024
Figure 29.Top 3 AIFor Drug Discovery and Development Players Market Share in 2024
Figure 30.Top 6 AIFor Drug Discovery and Development Players Market Share in 2024
Figure 31. Global AIFor Drug Discovery and Development Consumption Value Share byType (2020-2025)
Figure 32. Global AIFor Drug Discovery and Development Market ShareForecast byType (2026-2031)
Figure 33. Global AIFor Drug Discovery and Development Consumption Value Share by Application (2020-2025)
Figure 34. Global AIFor Drug Discovery and Development Market ShareForecast by Application (2026-2031)
Figure 35. North America AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 36. North America AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 37. North America AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 38. United States AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 39. Canada AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 40. Mexico AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 41. Europe AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 42. Europe AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 43. Europe AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 44. Germany AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 45.France AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 46. United Kingdom AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 47. Russia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 48. Italy AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 49. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 50. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 51. Asia-Pacific AIFor Drug Discovery and Development Consumption Value Market Share by Region (2020-2031)
Figure 52. China AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 53. Japan AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 54. South Korea AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 55. India AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 56. Southeast Asia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 57. Australia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 58. South America AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 59. South America AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 60. South America AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 61. Brazil AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 62. Argentina AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 63. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share byType (2020-2031)
Figure 64. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share by Application (2020-2031)
Figure 65. Middle East & Africa AIFor Drug Discovery and Development Consumption Value Market Share by Country (2020-2031)
Figure 66.Turkey AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 67. Saudi Arabia AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 68. UAE AIFor Drug Discovery and Development Consumption Value (2020-2031) & (USD Million)
Figure 69. AIFor Drug Discovery and Development Market Drivers
Figure 70. AIFor Drug Discovery and Development Market Restraints
Figure 71. AIFor Drug Discovery and Development MarketTrends
Figure 72. PortersFiveForces Analysis
Figure 73. AIFor Drug Discovery and Development Industrial Chain
Figure 74. Methodology
Figure 75. Research Process and Data Source
