AI for Drug Discovery Market Forecast to 2028 - COVID-19 Impact and Global Analysis By Drug Type (Small Molecule, Large Molecules); Technology (Deep Learning, Machine Learning); Application (Metabolic Disease, Cardiovascular Disease, Oncology, Neurodegenerative Diseases, Others); End User (Pharmaceutical and Biotechnological Companies, Academic and Research Institutes, Others) and Geography
Report Code: TIPRE00004177 | No. of Pages: 150 | Category: Healthcare IT | Status: Upcoming
MARKET OVERVIEW
Drug discovery is the first step in the process of identifying a new drug and its therapeutic target. In the pharmaceutical sector, artificial intelligence (AI) is widely employed for drug discovery. Artificial intelligence technology has the ability to recognise drug targets and can help with drug design, discovery, identification, and screening of molecules in real time. Potency, bioavailability, efficacy, and toxicity are used to estimate drug discovery or new drug targets.
MARKET SCOPE
The "Global AI For Discovery Market Analysis to 2028" is a specialized and in-depth study of the healthcare industry with a special focus on the global market trend analysis. The report aims to provide an overview of the AI for Drug Discovery market with detailed market segmentation by drug type, technology, application and end user. The report provides key statistics on the market status of the leading AI for Drug Discovery market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- Based on drug type the market is segmented as, small molecule and large molecule.
- Based on technology the market is segmented as, deep learning, machine learning.
- Based on application the market is segmented as, metabolic disease, cardiovascular disease, oncology, neurodegenerative diseases, and others.
- Based on end user the market is segmented as, pharmaceutical & biotechnological companies, academic & research institutes, and others.
MARKET DYNAMICS
Drivers:
- Growing adoption of AI in drug discovery and development due to its advantages such as improved efficacy, bioavailabilty and accurate binding sites.
- Increasing R&D investments by pharmaceutical companies to develop novel drug therapies.
- Technological advancements in pharmaceutical and biopharmaceutical sector.
Restraints:
- However, high cost involved in drug discovery process is expected to restrain market growth.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2019 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The AI for Drug Discovery market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the AI for Drug Discovery market in these regions.
IMPACT OF COVID-19ON AI FOR DRUG DISCOVERY MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. According to the current market situation, the report further assesses the present and future effects of the COVID-19 pandemic on the overall market, giving more reliable and authentic projections In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
MARKET PLAYERS
The report covers key developments in the AI for Drug Discovery market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the marketwere acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market payers from AI for Drug Discovery market are anticipated to lucrative growth opportunities in the future with the rising demand for AI for Drug Discovery in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the AI for Drug Discovery market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Atomwise, Inc.
- Insilico Medicine
- BIOAGE
- IBM
- NuMedii, Inc.
- Envisagenics
- Cloud Pharmaceuticals, Inc
- BenevolentAI
- Aria Pharmaceuticals, Inc
- Gero.ai
TABLE OF CONTENTS
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 AI For Drug Discovery Market - By Drug Type
1.3.2 AI For Drug Discovery Market - By Technology
1.3.3 AI For Drug Discovery Market - By Application
1.3.4 AI For Drug Discovery Market - By End User
1.3.5 AI For Drug Discovery Market - By Region
1.3.5.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. AI FOR DRUG DISCOVERY MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. EXPERT OPINIONS
5. AI FOR DRUG DISCOVERY MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. AI FOR DRUG DISCOVERY MARKET - GLOBAL MARKET ANALYSIS
6.1. AI FOR DRUG DISCOVERY - GLOBAL MARKET OVERVIEW
6.2. AI FOR DRUG DISCOVERY - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - DRUG TYPE
7.1. OVERVIEW
7.2. DRUG TYPE MARKET FORECASTS AND ANALYSIS
7.3. SMALL MOLECULE
7.3.1. Overview
7.3.2. Small Molecule Market Forecast and Analysis
7.4. LARGE MOLECULES
7.4.1. Overview
7.4.2. Large Molecules Market Forecast and Analysis
8. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - TECHNOLOGY
8.1. OVERVIEW
8.2. TECHNOLOGY MARKET FORECASTS AND ANALYSIS
8.3. DEEP LEARNING
8.3.1. Overview
8.3.2. Deep Learning Market Forecast and Analysis
8.4. MACHINE LEARNING
8.4.1. Overview
8.4.2. Machine Learning Market Forecast and Analysis
9. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1. OVERVIEW
9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
9.3. METABOLIC DISEASE
9.3.1. Overview
9.3.2. Metabolic Disease Market Forecast and Analysis
9.4. CARDIOVASCULAR DISEASE
9.4.1. Overview
9.4.2. Cardiovascular Disease Market Forecast and Analysis
9.5. ONCOLOGY
9.5.1. Overview
9.5.2. Oncology Market Forecast and Analysis
9.6. NEURODEGENERATIVE DISEASES
9.6.1. Overview
9.6.2. Neurodegenerative Diseases Market Forecast and Analysis
9.7. OTHERS
9.7.1. Overview
9.7.2. Others Market Forecast and Analysis
10. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - END USER
10.1. OVERVIEW
10.2. END USER MARKET FORECASTS AND ANALYSIS
10.3. PHARMACEUTICAL AND BIOTECHNOLOGICAL COMPANIES
10.3.1. Overview
10.3.2. Pharmaceutical and Biotechnological Companies Market Forecast and Analysis
10.4. ACADEMIC AND RESEARCH INSTITUTES
10.4.1. Overview
10.4.2. Academic and Research Institutes Market Forecast and Analysis
10.5. OTHERS
10.5.1. Overview
10.5.2. Others Market Forecast and Analysis
11. AI FOR DRUG DISCOVERY MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
11.1. NORTH AMERICA
11.1.1 North America AI For Drug Discovery Market Overview
11.1.2 North America AI For Drug Discovery Market Forecasts and Analysis
11.1.3 North America AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.1.4 North America AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.1.5 North America AI For Drug Discovery Market Forecasts and Analysis - By Application
11.1.6 North America AI For Drug Discovery Market Forecasts and Analysis - By End User
11.1.7 North America AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.1.7.1 United States AI For Drug Discovery Market
11.1.7.1.1 United States AI For Drug Discovery Market by Drug Type
11.1.7.1.2 United States AI For Drug Discovery Market by Technology
11.1.7.1.3 United States AI For Drug Discovery Market by Application
11.1.7.1.4 United States AI For Drug Discovery Market by End User
11.1.7.2 Canada AI For Drug Discovery Market
11.1.7.2.1 Canada AI For Drug Discovery Market by Drug Type
11.1.7.2.2 Canada AI For Drug Discovery Market by Technology
11.1.7.2.3 Canada AI For Drug Discovery Market by Application
11.1.7.2.4 Canada AI For Drug Discovery Market by End User
11.1.7.3 Mexico AI For Drug Discovery Market
11.1.7.3.1 Mexico AI For Drug Discovery Market by Drug Type
11.1.7.3.2 Mexico AI For Drug Discovery Market by Technology
11.1.7.3.3 Mexico AI For Drug Discovery Market by Application
11.1.7.3.4 Mexico AI For Drug Discovery Market by End User
11.2. EUROPE
11.2.1 Europe AI For Drug Discovery Market Overview
11.2.2 Europe AI For Drug Discovery Market Forecasts and Analysis
11.2.3 Europe AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.2.4 Europe AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.2.5 Europe AI For Drug Discovery Market Forecasts and Analysis - By Application
11.2.6 Europe AI For Drug Discovery Market Forecasts and Analysis - By End User
11.2.7 Europe AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.2.7.1 Germany AI For Drug Discovery Market
11.2.7.1.1 Germany AI For Drug Discovery Market by Drug Type
11.2.7.1.2 Germany AI For Drug Discovery Market by Technology
11.2.7.1.3 Germany AI For Drug Discovery Market by Application
11.2.7.1.4 Germany AI For Drug Discovery Market by End User
11.2.7.2 France AI For Drug Discovery Market
11.2.7.2.1 France AI For Drug Discovery Market by Drug Type
11.2.7.2.2 France AI For Drug Discovery Market by Technology
11.2.7.2.3 France AI For Drug Discovery Market by Application
11.2.7.2.4 France AI For Drug Discovery Market by End User
11.2.7.3 Italy AI For Drug Discovery Market
11.2.7.3.1 Italy AI For Drug Discovery Market by Drug Type
11.2.7.3.2 Italy AI For Drug Discovery Market by Technology
11.2.7.3.3 Italy AI For Drug Discovery Market by Application
11.2.7.3.4 Italy AI For Drug Discovery Market by End User
11.2.7.4 Spain AI For Drug Discovery Market
11.2.7.4.1 Spain AI For Drug Discovery Market by Drug Type
11.2.7.4.2 Spain AI For Drug Discovery Market by Technology
11.2.7.4.3 Spain AI For Drug Discovery Market by Application
11.2.7.4.4 Spain AI For Drug Discovery Market by End User
11.2.7.5 United Kingdom AI For Drug Discovery Market
11.2.7.5.1 United Kingdom AI For Drug Discovery Market by Drug Type
11.2.7.5.2 United Kingdom AI For Drug Discovery Market by Technology
11.2.7.5.3 United Kingdom AI For Drug Discovery Market by Application
11.2.7.5.4 United Kingdom AI For Drug Discovery Market by End User
11.2.7.6 Rest of Europe AI For Drug Discovery Market
11.2.7.6.1 Rest of Europe AI For Drug Discovery Market by Drug Type
11.2.7.6.2 Rest of Europe AI For Drug Discovery Market by Technology
11.2.7.6.3 Rest of Europe AI For Drug Discovery Market by Application
11.2.7.6.4 Rest of Europe AI For Drug Discovery Market by End User
11.3. ASIA-PACIFIC
11.3.1 Asia-Pacific AI For Drug Discovery Market Overview
11.3.2 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis
11.3.3 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.3.4 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.3.5 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Application
11.3.6 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By End User
11.3.7 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.3.7.1 Australia AI For Drug Discovery Market
11.3.7.1.1 Australia AI For Drug Discovery Market by Drug Type
11.3.7.1.2 Australia AI For Drug Discovery Market by Technology
11.3.7.1.3 Australia AI For Drug Discovery Market by Application
11.3.7.1.4 Australia AI For Drug Discovery Market by End User
11.3.7.2 China AI For Drug Discovery Market
11.3.7.2.1 China AI For Drug Discovery Market by Drug Type
11.3.7.2.2 China AI For Drug Discovery Market by Technology
11.3.7.2.3 China AI For Drug Discovery Market by Application
11.3.7.2.4 China AI For Drug Discovery Market by End User
11.3.7.3 India AI For Drug Discovery Market
11.3.7.3.1 India AI For Drug Discovery Market by Drug Type
11.3.7.3.2 India AI For Drug Discovery Market by Technology
11.3.7.3.3 India AI For Drug Discovery Market by Application
11.3.7.3.4 India AI For Drug Discovery Market by End User
11.3.7.4 Japan AI For Drug Discovery Market
11.3.7.4.1 Japan AI For Drug Discovery Market by Drug Type
11.3.7.4.2 Japan AI For Drug Discovery Market by Technology
11.3.7.4.3 Japan AI For Drug Discovery Market by Application
11.3.7.4.4 Japan AI For Drug Discovery Market by End User
11.3.7.5 South Korea AI For Drug Discovery Market
11.3.7.5.1 South Korea AI For Drug Discovery Market by Drug Type
11.3.7.5.2 South Korea AI For Drug Discovery Market by Technology
11.3.7.5.3 South Korea AI For Drug Discovery Market by Application
11.3.7.5.4 South Korea AI For Drug Discovery Market by End User
11.3.7.6 Rest of Asia-Pacific AI For Drug Discovery Market
11.3.7.6.1 Rest of Asia-Pacific AI For Drug Discovery Market by Drug Type
11.3.7.6.2 Rest of Asia-Pacific AI For Drug Discovery Market by Technology
11.3.7.6.3 Rest of Asia-Pacific AI For Drug Discovery Market by Application
11.3.7.6.4 Rest of Asia-Pacific AI For Drug Discovery Market by End User
11.4. MIDDLE EAST AND AFRICA
11.4.1 Middle East and Africa AI For Drug Discovery Market Overview
11.4.2 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis
11.4.3 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.4.4 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.4.5 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Application
11.4.6 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By End User
11.4.7 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.4.7.1 South Africa AI For Drug Discovery Market
11.4.7.1.1 South Africa AI For Drug Discovery Market by Drug Type
11.4.7.1.2 South Africa AI For Drug Discovery Market by Technology
11.4.7.1.3 South Africa AI For Drug Discovery Market by Application
11.4.7.1.4 South Africa AI For Drug Discovery Market by End User
11.4.7.2 Saudi Arabia AI For Drug Discovery Market
11.4.7.2.1 Saudi Arabia AI For Drug Discovery Market by Drug Type
11.4.7.2.2 Saudi Arabia AI For Drug Discovery Market by Technology
11.4.7.2.3 Saudi Arabia AI For Drug Discovery Market by Application
11.4.7.2.4 Saudi Arabia AI For Drug Discovery Market by End User
11.4.7.3 U.A.E AI For Drug Discovery Market
11.4.7.3.1 U.A.E AI For Drug Discovery Market by Drug Type
11.4.7.3.2 U.A.E AI For Drug Discovery Market by Technology
11.4.7.3.3 U.A.E AI For Drug Discovery Market by Application
11.4.7.3.4 U.A.E AI For Drug Discovery Market by End User
11.4.7.4 Rest of Middle East and Africa AI For Drug Discovery Market
11.4.7.4.1 Rest of Middle East and Africa AI For Drug Discovery Market by Drug Type
11.4.7.4.2 Rest of Middle East and Africa AI For Drug Discovery Market by Technology
11.4.7.4.3 Rest of Middle East and Africa AI For Drug Discovery Market by Application
11.4.7.4.4 Rest of Middle East and Africa AI For Drug Discovery Market by End User
11.5. SOUTH AND CENTRAL AMERICA
11.5.1 South and Central America AI For Drug Discovery Market Overview
11.5.2 South and Central America AI For Drug Discovery Market Forecasts and Analysis
11.5.3 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.5.4 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.5.5 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Application
11.5.6 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By End User
11.5.7 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.5.7.1 Brazil AI For Drug Discovery Market
11.5.7.1.1 Brazil AI For Drug Discovery Market by Drug Type
11.5.7.1.2 Brazil AI For Drug Discovery Market by Technology
11.5.7.1.3 Brazil AI For Drug Discovery Market by Application
11.5.7.1.4 Brazil AI For Drug Discovery Market by End User
11.5.7.2 Argentina AI For Drug Discovery Market
11.5.7.2.1 Argentina AI For Drug Discovery Market by Drug Type
11.5.7.2.2 Argentina AI For Drug Discovery Market by Technology
11.5.7.2.3 Argentina AI For Drug Discovery Market by Application
11.5.7.2.4 Argentina AI For Drug Discovery Market by End User
11.5.7.3 Rest of South and Central America AI For Drug Discovery Market
11.5.7.3.1 Rest of South and Central America AI For Drug Discovery Market by Drug Type
11.5.7.3.2 Rest of South and Central America AI For Drug Discovery Market by Technology
11.5.7.3.3 Rest of South and Central America AI For Drug Discovery Market by Application
11.5.7.3.4 Rest of South and Central America AI For Drug Discovery Market by End User
12. INDUSTRY LANDSCAPE
12.1. MERGERS AND ACQUISITIONS
12.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
12.3. NEW PRODUCT LAUNCHES
12.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
13. AI FOR DRUG DISCOVERY MARKET, KEY COMPANY PROFILES
13.1. ATOMWISE, INC.
13.1.1. Key Facts
13.1.2. Business Description
13.1.3. Products and Services
13.1.4. Financial Overview
13.1.5. SWOT Analysis
13.1.6. Key Developments
13.2. INSILICO MEDICINE
13.2.1. Key Facts
13.2.2. Business Description
13.2.3. Products and Services
13.2.4. Financial Overview
13.2.5. SWOT Analysis
13.2.6. Key Developments
13.3. BIOAGE
13.3.1. Key Facts
13.3.2. Business Description
13.3.3. Products and Services
13.3.4. Financial Overview
13.3.5. SWOT Analysis
13.3.6. Key Developments
13.4. IBM
13.4.1. Key Facts
13.4.2. Business Description
13.4.3. Products and Services
13.4.4. Financial Overview
13.4.5. SWOT Analysis
13.4.6. Key Developments
13.5. NUMEDII, INC.
13.5.1. Key Facts
13.5.2. Business Description
13.5.3. Products and Services
13.5.4. Financial Overview
13.5.5. SWOT Analysis
13.5.6. Key Developments
13.6. ENVISAGENICS
13.6.1. Key Facts
13.6.2. Business Description
13.6.3. Products and Services
13.6.4. Financial Overview
13.6.5. SWOT Analysis
13.6.6. Key Developments
13.7. CLOUD PHARMACEUTICALS, INC
13.7.1. Key Facts
13.7.2. Business Description
13.7.3. Products and Services
13.7.4. Financial Overview
13.7.5. SWOT Analysis
13.7.6. Key Developments
13.8. BENEVOLENTAI
13.8.1. Key Facts
13.8.2. Business Description
13.8.3. Products and Services
13.8.4. Financial Overview
13.8.5. SWOT Analysis
13.8.6. Key Developments
13.9. ARIA PHARMACEUTICALS, INC
13.9.1. Key Facts
13.9.2. Business Description
13.9.3. Products and Services
13.9.4. Financial Overview
13.9.5. SWOT Analysis
13.9.6. Key Developments
13.10. GERO.AI
13.10.1. Key Facts
13.10.2. Business Description
13.10.3. Products and Services
13.10.4. Financial Overview
13.10.5. SWOT Analysis
13.10.6. Key Developments
14. APPENDIX
14.1. ABOUT THE INSIGHT PARTNERS
14.2. GLOSSARY OF TERMS
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 AI For Drug Discovery Market - By Drug Type
1.3.2 AI For Drug Discovery Market - By Technology
1.3.3 AI For Drug Discovery Market - By Application
1.3.4 AI For Drug Discovery Market - By End User
1.3.5 AI For Drug Discovery Market - By Region
1.3.5.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. AI FOR DRUG DISCOVERY MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. EXPERT OPINIONS
5. AI FOR DRUG DISCOVERY MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. AI FOR DRUG DISCOVERY MARKET - GLOBAL MARKET ANALYSIS
6.1. AI FOR DRUG DISCOVERY - GLOBAL MARKET OVERVIEW
6.2. AI FOR DRUG DISCOVERY - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - DRUG TYPE
7.1. OVERVIEW
7.2. DRUG TYPE MARKET FORECASTS AND ANALYSIS
7.3. SMALL MOLECULE
7.3.1. Overview
7.3.2. Small Molecule Market Forecast and Analysis
7.4. LARGE MOLECULES
7.4.1. Overview
7.4.2. Large Molecules Market Forecast and Analysis
8. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - TECHNOLOGY
8.1. OVERVIEW
8.2. TECHNOLOGY MARKET FORECASTS AND ANALYSIS
8.3. DEEP LEARNING
8.3.1. Overview
8.3.2. Deep Learning Market Forecast and Analysis
8.4. MACHINE LEARNING
8.4.1. Overview
8.4.2. Machine Learning Market Forecast and Analysis
9. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1. OVERVIEW
9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
9.3. METABOLIC DISEASE
9.3.1. Overview
9.3.2. Metabolic Disease Market Forecast and Analysis
9.4. CARDIOVASCULAR DISEASE
9.4.1. Overview
9.4.2. Cardiovascular Disease Market Forecast and Analysis
9.5. ONCOLOGY
9.5.1. Overview
9.5.2. Oncology Market Forecast and Analysis
9.6. NEURODEGENERATIVE DISEASES
9.6.1. Overview
9.6.2. Neurodegenerative Diseases Market Forecast and Analysis
9.7. OTHERS
9.7.1. Overview
9.7.2. Others Market Forecast and Analysis
10. AI FOR DRUG DISCOVERY MARKET - REVENUE AND FORECASTS TO 2028 - END USER
10.1. OVERVIEW
10.2. END USER MARKET FORECASTS AND ANALYSIS
10.3. PHARMACEUTICAL AND BIOTECHNOLOGICAL COMPANIES
10.3.1. Overview
10.3.2. Pharmaceutical and Biotechnological Companies Market Forecast and Analysis
10.4. ACADEMIC AND RESEARCH INSTITUTES
10.4.1. Overview
10.4.2. Academic and Research Institutes Market Forecast and Analysis
10.5. OTHERS
10.5.1. Overview
10.5.2. Others Market Forecast and Analysis
11. AI FOR DRUG DISCOVERY MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
11.1. NORTH AMERICA
11.1.1 North America AI For Drug Discovery Market Overview
11.1.2 North America AI For Drug Discovery Market Forecasts and Analysis
11.1.3 North America AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.1.4 North America AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.1.5 North America AI For Drug Discovery Market Forecasts and Analysis - By Application
11.1.6 North America AI For Drug Discovery Market Forecasts and Analysis - By End User
11.1.7 North America AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.1.7.1 United States AI For Drug Discovery Market
11.1.7.1.1 United States AI For Drug Discovery Market by Drug Type
11.1.7.1.2 United States AI For Drug Discovery Market by Technology
11.1.7.1.3 United States AI For Drug Discovery Market by Application
11.1.7.1.4 United States AI For Drug Discovery Market by End User
11.1.7.2 Canada AI For Drug Discovery Market
11.1.7.2.1 Canada AI For Drug Discovery Market by Drug Type
11.1.7.2.2 Canada AI For Drug Discovery Market by Technology
11.1.7.2.3 Canada AI For Drug Discovery Market by Application
11.1.7.2.4 Canada AI For Drug Discovery Market by End User
11.1.7.3 Mexico AI For Drug Discovery Market
11.1.7.3.1 Mexico AI For Drug Discovery Market by Drug Type
11.1.7.3.2 Mexico AI For Drug Discovery Market by Technology
11.1.7.3.3 Mexico AI For Drug Discovery Market by Application
11.1.7.3.4 Mexico AI For Drug Discovery Market by End User
11.2. EUROPE
11.2.1 Europe AI For Drug Discovery Market Overview
11.2.2 Europe AI For Drug Discovery Market Forecasts and Analysis
11.2.3 Europe AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.2.4 Europe AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.2.5 Europe AI For Drug Discovery Market Forecasts and Analysis - By Application
11.2.6 Europe AI For Drug Discovery Market Forecasts and Analysis - By End User
11.2.7 Europe AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.2.7.1 Germany AI For Drug Discovery Market
11.2.7.1.1 Germany AI For Drug Discovery Market by Drug Type
11.2.7.1.2 Germany AI For Drug Discovery Market by Technology
11.2.7.1.3 Germany AI For Drug Discovery Market by Application
11.2.7.1.4 Germany AI For Drug Discovery Market by End User
11.2.7.2 France AI For Drug Discovery Market
11.2.7.2.1 France AI For Drug Discovery Market by Drug Type
11.2.7.2.2 France AI For Drug Discovery Market by Technology
11.2.7.2.3 France AI For Drug Discovery Market by Application
11.2.7.2.4 France AI For Drug Discovery Market by End User
11.2.7.3 Italy AI For Drug Discovery Market
11.2.7.3.1 Italy AI For Drug Discovery Market by Drug Type
11.2.7.3.2 Italy AI For Drug Discovery Market by Technology
11.2.7.3.3 Italy AI For Drug Discovery Market by Application
11.2.7.3.4 Italy AI For Drug Discovery Market by End User
11.2.7.4 Spain AI For Drug Discovery Market
11.2.7.4.1 Spain AI For Drug Discovery Market by Drug Type
11.2.7.4.2 Spain AI For Drug Discovery Market by Technology
11.2.7.4.3 Spain AI For Drug Discovery Market by Application
11.2.7.4.4 Spain AI For Drug Discovery Market by End User
11.2.7.5 United Kingdom AI For Drug Discovery Market
11.2.7.5.1 United Kingdom AI For Drug Discovery Market by Drug Type
11.2.7.5.2 United Kingdom AI For Drug Discovery Market by Technology
11.2.7.5.3 United Kingdom AI For Drug Discovery Market by Application
11.2.7.5.4 United Kingdom AI For Drug Discovery Market by End User
11.2.7.6 Rest of Europe AI For Drug Discovery Market
11.2.7.6.1 Rest of Europe AI For Drug Discovery Market by Drug Type
11.2.7.6.2 Rest of Europe AI For Drug Discovery Market by Technology
11.2.7.6.3 Rest of Europe AI For Drug Discovery Market by Application
11.2.7.6.4 Rest of Europe AI For Drug Discovery Market by End User
11.3. ASIA-PACIFIC
11.3.1 Asia-Pacific AI For Drug Discovery Market Overview
11.3.2 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis
11.3.3 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.3.4 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.3.5 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Application
11.3.6 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By End User
11.3.7 Asia-Pacific AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.3.7.1 Australia AI For Drug Discovery Market
11.3.7.1.1 Australia AI For Drug Discovery Market by Drug Type
11.3.7.1.2 Australia AI For Drug Discovery Market by Technology
11.3.7.1.3 Australia AI For Drug Discovery Market by Application
11.3.7.1.4 Australia AI For Drug Discovery Market by End User
11.3.7.2 China AI For Drug Discovery Market
11.3.7.2.1 China AI For Drug Discovery Market by Drug Type
11.3.7.2.2 China AI For Drug Discovery Market by Technology
11.3.7.2.3 China AI For Drug Discovery Market by Application
11.3.7.2.4 China AI For Drug Discovery Market by End User
11.3.7.3 India AI For Drug Discovery Market
11.3.7.3.1 India AI For Drug Discovery Market by Drug Type
11.3.7.3.2 India AI For Drug Discovery Market by Technology
11.3.7.3.3 India AI For Drug Discovery Market by Application
11.3.7.3.4 India AI For Drug Discovery Market by End User
11.3.7.4 Japan AI For Drug Discovery Market
11.3.7.4.1 Japan AI For Drug Discovery Market by Drug Type
11.3.7.4.2 Japan AI For Drug Discovery Market by Technology
11.3.7.4.3 Japan AI For Drug Discovery Market by Application
11.3.7.4.4 Japan AI For Drug Discovery Market by End User
11.3.7.5 South Korea AI For Drug Discovery Market
11.3.7.5.1 South Korea AI For Drug Discovery Market by Drug Type
11.3.7.5.2 South Korea AI For Drug Discovery Market by Technology
11.3.7.5.3 South Korea AI For Drug Discovery Market by Application
11.3.7.5.4 South Korea AI For Drug Discovery Market by End User
11.3.7.6 Rest of Asia-Pacific AI For Drug Discovery Market
11.3.7.6.1 Rest of Asia-Pacific AI For Drug Discovery Market by Drug Type
11.3.7.6.2 Rest of Asia-Pacific AI For Drug Discovery Market by Technology
11.3.7.6.3 Rest of Asia-Pacific AI For Drug Discovery Market by Application
11.3.7.6.4 Rest of Asia-Pacific AI For Drug Discovery Market by End User
11.4. MIDDLE EAST AND AFRICA
11.4.1 Middle East and Africa AI For Drug Discovery Market Overview
11.4.2 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis
11.4.3 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.4.4 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.4.5 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Application
11.4.6 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By End User
11.4.7 Middle East and Africa AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.4.7.1 South Africa AI For Drug Discovery Market
11.4.7.1.1 South Africa AI For Drug Discovery Market by Drug Type
11.4.7.1.2 South Africa AI For Drug Discovery Market by Technology
11.4.7.1.3 South Africa AI For Drug Discovery Market by Application
11.4.7.1.4 South Africa AI For Drug Discovery Market by End User
11.4.7.2 Saudi Arabia AI For Drug Discovery Market
11.4.7.2.1 Saudi Arabia AI For Drug Discovery Market by Drug Type
11.4.7.2.2 Saudi Arabia AI For Drug Discovery Market by Technology
11.4.7.2.3 Saudi Arabia AI For Drug Discovery Market by Application
11.4.7.2.4 Saudi Arabia AI For Drug Discovery Market by End User
11.4.7.3 U.A.E AI For Drug Discovery Market
11.4.7.3.1 U.A.E AI For Drug Discovery Market by Drug Type
11.4.7.3.2 U.A.E AI For Drug Discovery Market by Technology
11.4.7.3.3 U.A.E AI For Drug Discovery Market by Application
11.4.7.3.4 U.A.E AI For Drug Discovery Market by End User
11.4.7.4 Rest of Middle East and Africa AI For Drug Discovery Market
11.4.7.4.1 Rest of Middle East and Africa AI For Drug Discovery Market by Drug Type
11.4.7.4.2 Rest of Middle East and Africa AI For Drug Discovery Market by Technology
11.4.7.4.3 Rest of Middle East and Africa AI For Drug Discovery Market by Application
11.4.7.4.4 Rest of Middle East and Africa AI For Drug Discovery Market by End User
11.5. SOUTH AND CENTRAL AMERICA
11.5.1 South and Central America AI For Drug Discovery Market Overview
11.5.2 South and Central America AI For Drug Discovery Market Forecasts and Analysis
11.5.3 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Drug Type
11.5.4 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Technology
11.5.5 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Application
11.5.6 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By End User
11.5.7 South and Central America AI For Drug Discovery Market Forecasts and Analysis - By Countries
11.5.7.1 Brazil AI For Drug Discovery Market
11.5.7.1.1 Brazil AI For Drug Discovery Market by Drug Type
11.5.7.1.2 Brazil AI For Drug Discovery Market by Technology
11.5.7.1.3 Brazil AI For Drug Discovery Market by Application
11.5.7.1.4 Brazil AI For Drug Discovery Market by End User
11.5.7.2 Argentina AI For Drug Discovery Market
11.5.7.2.1 Argentina AI For Drug Discovery Market by Drug Type
11.5.7.2.2 Argentina AI For Drug Discovery Market by Technology
11.5.7.2.3 Argentina AI For Drug Discovery Market by Application
11.5.7.2.4 Argentina AI For Drug Discovery Market by End User
11.5.7.3 Rest of South and Central America AI For Drug Discovery Market
11.5.7.3.1 Rest of South and Central America AI For Drug Discovery Market by Drug Type
11.5.7.3.2 Rest of South and Central America AI For Drug Discovery Market by Technology
11.5.7.3.3 Rest of South and Central America AI For Drug Discovery Market by Application
11.5.7.3.4 Rest of South and Central America AI For Drug Discovery Market by End User
12. INDUSTRY LANDSCAPE
12.1. MERGERS AND ACQUISITIONS
12.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
12.3. NEW PRODUCT LAUNCHES
12.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
13. AI FOR DRUG DISCOVERY MARKET, KEY COMPANY PROFILES
13.1. ATOMWISE, INC.
13.1.1. Key Facts
13.1.2. Business Description
13.1.3. Products and Services
13.1.4. Financial Overview
13.1.5. SWOT Analysis
13.1.6. Key Developments
13.2. INSILICO MEDICINE
13.2.1. Key Facts
13.2.2. Business Description
13.2.3. Products and Services
13.2.4. Financial Overview
13.2.5. SWOT Analysis
13.2.6. Key Developments
13.3. BIOAGE
13.3.1. Key Facts
13.3.2. Business Description
13.3.3. Products and Services
13.3.4. Financial Overview
13.3.5. SWOT Analysis
13.3.6. Key Developments
13.4. IBM
13.4.1. Key Facts
13.4.2. Business Description
13.4.3. Products and Services
13.4.4. Financial Overview
13.4.5. SWOT Analysis
13.4.6. Key Developments
13.5. NUMEDII, INC.
13.5.1. Key Facts
13.5.2. Business Description
13.5.3. Products and Services
13.5.4. Financial Overview
13.5.5. SWOT Analysis
13.5.6. Key Developments
13.6. ENVISAGENICS
13.6.1. Key Facts
13.6.2. Business Description
13.6.3. Products and Services
13.6.4. Financial Overview
13.6.5. SWOT Analysis
13.6.6. Key Developments
13.7. CLOUD PHARMACEUTICALS, INC
13.7.1. Key Facts
13.7.2. Business Description
13.7.3. Products and Services
13.7.4. Financial Overview
13.7.5. SWOT Analysis
13.7.6. Key Developments
13.8. BENEVOLENTAI
13.8.1. Key Facts
13.8.2. Business Description
13.8.3. Products and Services
13.8.4. Financial Overview
13.8.5. SWOT Analysis
13.8.6. Key Developments
13.9. ARIA PHARMACEUTICALS, INC
13.9.1. Key Facts
13.9.2. Business Description
13.9.3. Products and Services
13.9.4. Financial Overview
13.9.5. SWOT Analysis
13.9.6. Key Developments
13.10. GERO.AI
13.10.1. Key Facts
13.10.2. Business Description
13.10.3. Products and Services
13.10.4. Financial Overview
13.10.5. SWOT Analysis
13.10.6. Key Developments
14. APPENDIX
14.1. ABOUT THE INSIGHT PARTNERS
14.2. GLOSSARY OF TERMS
The List of Companies
1. Atomwise, Inc.
2. Insilico Medicine
3. BIOAGE
4. IBM
5. NuMedii, Inc.
6. Envisagenics
7. Cloud Pharmaceuticals, Inc
8. BenevolentAI
9. Aria Pharmaceuticals, Inc
10. Gero.ai
11. NVIDIA Corporation
12. Owkin, Inc.
13. Xtalpi, Inc.
1. Atomwise, Inc.
2. Insilico Medicine
3. BIOAGE
4. IBM
5. NuMedii, Inc.
6. Envisagenics
7. Cloud Pharmaceuticals, Inc
8. BenevolentAI
9. Aria Pharmaceuticals, Inc
10. Gero.ai
11. NVIDIA Corporation
12. Owkin, Inc.
13. Xtalpi, Inc.