1. PREFACE
1.1. Introduction
1.2. Market Share Insights
1.3. Key Market Insights
1.4. Report Coverage
1.5. Key Questions Answered
2. RESEARCH METHODOLOGY
2.1. Chapter Overview
2.2. Research Assumptions
2.2.1. Market Landscape and Market Trends
2.2.2. Market Forecast and Opportunity Analysis
2.2.3. Comparative Analysis
2.3. Database Building
2.3.1. Data Collection
2.3.2. Data Validation
2.3.3. Data Analysis
2.4. Project Methodology
2.4.1. Secondary Research
2.4.1.1. Annual Reports
2.4.1.2. Academic Research Papers
2.4.1.3. Company Websites
2.4.1.4. Investor Presentations
2.4.1.5. Regulatory Filings
2.4.1.6. White Papers
2.4.1.7. Industry Publications
2.4.1.8. Conferences and Seminars
2.4.1.9. Government Portals
2.4.1.10. Media and Press Releases
2.4.1.11. Newsletters
2.4.1.12. Industry Databases
2.4.1.13. Proprietary Databases
2.4.1.14. Paid Databases and Sources
2.4.1.15. Social Media Portals
2.4.1.16. Other Secondary Sources
2.4.2. Primary Research
2.4.2.1. Types of Primary Research
2.4.2.1.1. Qualitative Research
2.4.2.1.2. Quantitative Research
2.4.2.1.3. Hybrid Approach
2.4.2.2. Advantages of Primary Research
2.4.2.3. Techniques for Primary Research
2.4.2.3.1. Interviews
2.4.2.3.2. Surveys
2.4.2.3.3. Focus Groups
2.4.2.3.4. Observational Research
2.4.2.3.5. Social Media Interactions
2.4.2.4. Key Opinion Leaders Considered in Primary Research
2.4.2.4.1. Company Executives (CXOs)
2.4.2.4.2. Board of Directors
2.4.2.4.3. Company Presidents and Vice Presidents
2.4.2.4.4. Research and Development Heads
2.4.2.4.5. Technical Experts
2.4.2.4.6. Subject Matter Experts
2.4.2.4.7. Scientists
2.4.2.4.8. Doctors and Other Healthcare Providers
2.4.2.5. Ethics and Integrity
2.4.2.5.1. Research Ethics
2.4.2.5.2. Data Integrity
2.4.3. Analytical Tools and Databases
2.5. Robust Quality Control
3. MARKET DYNAMICS
3.1. Chapter Overview
3.2. Forecast Methodology
3.2.1. Top-down Approach
3.2.2. Bottom-up Approach
3.2.3. Hybrid Approach
3.3. Market Assessment Framework
3.3.1. Total Addressable Market (TAM)
3.3.2. Serviceable Addressable Market (SAM)
3.3.3. Serviceable Obtainable Market (SOM)
3.3.4. Currently Acquired Market (CAM)
3.4. Forecasting Tools and Techniques
3.4.1. Qualitative Forecasting
3.4.2. Correlation
3.4.3. Regression
3.4.4. Extrapolation
3.4.5. Convergence
3.4.6. Sensitivity Analysis
3.4.7. Scenario Planning
3.4.8. Data Visualization
3.4.9. Time Series Analysis
3.4.10. Forecast Error Analysis
3.5. Key Considerations
3.5.1. Demographics
3.5.2. Government Regulations
3.5.3. Reimbursement Scenarios
3.5.4. Market Access
3.5.5. Supply Chain
3.5.6. Industry Consolidation
3.5.7. Pandemic / Unforeseen Disruptions Impact
3.6. Limitations
4. MACRO-ECONOMIC INDICATORS
4.1. Chapter Overview
4.2. Market Dynamics
4.2.1. Time Period
4.2.1.1. Historical Trends
4.2.1.2. Current and Forecasted Estimates
4.2.2. Currency Coverage
4.2.2.1. Major Currencies Affecting the Market
4.2.2.2. Factors Affecting Currency Fluctuations on the Industry
4.2.2.3. Impact of Currency Fluctuations on the Industry
4.2.3. Foreign Currency Exchange Rate
4.2.3.1. Impact of Foreign Exchange Rate Volatility on the Market
4.2.3.2. Strategies for Mitigating Foreign Exchange Risk
4.2.4. Recession
4.2.4.1. Assessment of Current Economic Conditions and Potential Impact on the Market
4.2.4.2. Historical Analysis of Past Recessions and Lessons Learnt
4.2.5. Inflation
4.2.5.1. Measurement and Analysis of Inflationary Pressures in the Economy
4.2.5.2. Potential Impact of Inflation on the Market Evolution
4.2.6. Interest Rates
4.2.6.1. Interest Rates and Their Impact on the Market
4.2.6.2. Strategies for Managing Interest Rate Risk
4.2.7. Commodity Flow Analysis
4.2.7.1. Type of Commodity
4.2.7.2. Origins and Destinations
4.2.7.3. Values and Weights
4.2.7.4. Modes of Transportation
4.2.8. Global Trade Dynamics
4.2.8.1. Import Scenario
4.2.8.2. Export Scenario
4.2.8.3. Trade Policies
4.2.8.4. Strategies for Mitigating the Risks Associated with Trade Barriers
4.2.8.5. Impact of Trade Barriers on the Market
4.2.9. War Impact Analysis
4.2.9.1. Russian-Ukraine War
4.2.9.2. Israel-Hamas War
4.2.10. COVID Impact / Related Factors
4.2.10.1. Global Economic Impact
4.2.10.2. Industry-specific Impact
4.2.10.3. Government Response and Stimulus Measures
4.2.10.4. Future Outlook and Adaptation Strategies
4.2.11. Other Indicators
4.2.11.1. Fiscal Policy
4.2.11.2. Consumer Spending
4.2.11.3. Gross Domestic Product
4.2.11.4. Employment
4.2.11.5. Taxes
4.2.11.6. Stock Market Performance
4.2.11.7. Cross Border Dynamics
4.3. Conclusion
5. EXECUTIVE SUMMARY
5.1. AI-based Drug Discovery: Market Landscape
5.2. AI-based Drug Discovery: Market Trends
5.3. AI-based Drug Discovery: Market Forecast and Opportunity Analysis
6. INTRODUCTION
6.1. Chapter Overview
6.2. Artificial Intelligence
6.3. Subsets of AI
6.3.1. Machine Learning
6.3.1.1. Supervised Learning
6.3.1.2. Unsupervised Learning
6.3.1.3. Reinforced / Reinforcement Learning
6.3.1.4. Deep Learning
6.3.1.5. Large Language Models (LLMs)
6.3.1.6. Natural Language Processing
6.3.1.7. Generative AI
6.3.1.8. Computer Vision
6.4. Applications of AI in Healthcare
6.4.1. Drug Discovery
6.4.2. Disease Prediction, Diagnosis and Treatment
6.4.3. Manufacturing and Supply Chain Operations
6.4.4. Drug Marketing
6.4.5. Clinical Trials
6.5. AI in Drug Discovery
6.5.1. Target Identification
6.5.2. Identification of Hit or Lead
6.5.3. Lead Optimization
6.6. Advantages of Using AI in Drug Discovery Process
6.7. Challenges Associated with the Adoption of AI
6.8. Future Perspective
7. MARKET LANDSCAPE
7.1. Chapter Overview
7.2. AI-based Drug Discovery Platform Providers: Overall Market Landscape
7.2.1. Analysis by Year of Establishment
7.2.2. Analysis by Company Size
7.2.3. Analysis by Location of Headquarters
7.3. Key AI-based Drug Discovery Platform Providers: Market Landscape
7.3.1. Analysis by Type of Business Model
7.3.2. Analysis by Platform Utilization
7.3.3. Analysis by Drug Discovery Stages Supported
7.3.4. Analysis by Type of AI Technology Used
7.3.5. Analysis by Target Therapeutic Area
7.3.6. Analysis by Type of Molecule Analyzed
7.3.7. Analysis by End User
8. COMPANY PROFILES: AI-BASED DRUG DISCOVERY PLATFORM PROVIDERS IN NORTH AMERICA
8.1. Chapter Overview
8.2. Collaborations Pharmaceuticals
8.2.1. Company Overview
8.2.2. AI-based Drug Discovery Platform / Technology Portfolio
8.2.3. Recent Developments and Future Outlook
8.3. Deep Genomics
8.3.1. Company Overview
8.3.2. AI-based Drug Discovery Platform / Technology Portfolio
8.3.3. Recent Developments and Future Outlook
8.4. Genialis
8.4.1. Company Overview
8.4.2. AI-based Drug Discovery Platform / Technology Portfolio
8.4.3. Recent Developments and Future Outlook
8.5. Insilico Medicine
8.5.1. Company Overview
8.5.2. AI-based Drug Discovery Platform / Technology Portfolio
8.5.3. Recent Developments and Future Outlook
8.6. XtalPi
8.6.1. Company Overview
8.6.2. AI-based Drug Discovery Platform / Technology Portfolio
8.6.3. Recent Developments and Future Outlook
9. COMPANY PROFILES: AI-BASED DRUG DISCOVERY PLATFORM PROVIDERS IN EUROPE
9.1. Chapter Overview
9.2. BenevolentAI
9.2.1. Company Overview
9.2.2. AI-based Drug Discovery Platform / Technology Portfolio
9.2.3. Recent Developments and Future Outlook
9.3. Healx
9.3.1. Company Overview
9.3.2. AI-based Drug Discovery Platform / Technology Portfolio
9.3.3. Recent Developments and Future Outlook
9.4. Iktos
9.4.1. Company Overview
9.4.2. AI-based Drug Discovery Platform / Technology Portfolio
9.4.3. Recent Developments and Future Outlook
9.5. Optibrium
9.5.1. Company Overview
9.5.2. AI-based Drug Discovery Platform / Technology Portfolio
9.5.3. Recent Developments and Future Outlook
10. COMPANY PROFILES: AI-BASED DRUG DISCOVERY PLATFORM PROVIDERS IN ASIA-PACIFIC AND REST OF WORLD
10.1. Chapter Overview
10.2. CytoReason
10.2.1. Company Overview
10.2.2. AI-based Drug Discovery Platform / Technology Portfolio
10.2.3. Recent Developments and Future Outlook
10.3. Deargen
10.3.1. Company Overview
10.3.2. AI-based Drug Discovery Platform / Technology Portfolio
10.3.3. Recent Developments and Future Outlook
11. PARTNERSHIPS AND COLLABORATIONS
11.1. Chapter Overview
11.2. Partnership Models
11.3. AI-based Drug Discovery: Partnerships and Collaborations
11.3.1. Quarterly Trend of Partnerships
11.3.2. Analysis by Type of Partnership
11.3.3. Analysis by Quarter and Type of Partnership
11.3.4. Analysis by Type of Partner
11.3.5. Most Active Players: Analysis by Number of Partnerships
11.3.6. Analysis by Geography
11.3.6.1. Intercontinental and Intracontinental Deals
11.3.6.2. International and Local Deals
12. FUNDING AND INVESTMENTS ANALYSIS
12.1. Chapter Overview
12.2. Funding Models
12.3. AI-based Drug Discovery: Funding and Investments
12.3.1. Quarterly Trend of Funding
12.3.2. Quarterly Trend of Amount Invested
12.3.3. Analysis of Funding Instances by Type of Funding
12.3.4. Analysis of Funding Instances by Quarter and Type of Funding
12.3.5. Analysis of Amount Invested by Type of Funding
12.3.6. Analysis of Amount Invested by Quarter and Type of Funding
12.3.7. Analysis by Geography
12.3.8. Most Active Players: Analysis by Number of Funding Instances
12.3.9. Most Active Players: Analysis by Amount Raised
12.3.10. Leading Investors: Distribution by Number of Funding Instances
13. PATENT ANALYSIS
13.1. Chapter Overview
13.2. Scope And Methodology
13.3. AI-based Drug Discovery: Patent Analysis
13.3.1. Analysis by Patent Publication Year
13.3.2. Analysis by Type of Patent and Publication Year
13.3.3. Analysis by Patent Application Year
13.3.4. Analysis by Patent Jurisdiction
13.3.5. Analysis by CPC Symbols
13.3.6. Analysis by Type of Applicant
13.3.7. Leading Industry Players: Analysis by Number of Patents
13.3.8. Leading Non-Industry Players: Analysis by Number of Patents
13.3.9. Leading Individual Assignees: Analysis by Number of Patents
13.4. Patent Benchmarking Analysis
13.4.1. Analysis by Patent Characteristics
13.5. Patent Valuation
13.6. Leading Patents by Number of Citations
14. PORTER'S FIVE FORCES ANALYSIS
14.1. Chapter Overview
14.2. Methodology and Assumptions
14.3. Key Elements of Porter's Five Forces
14.4. Threat of New Entrants
14.5. Bargaining Power of Buyers
14.6. Bargaining Power of Solution Providers
14.7. Threats of Substitute Products
14.8. Rivalry Among Existing Competitors
14.9. Concluding Remarks
15. COMPANY VALUATION ANALYSIS
15.1. Chapter Overview
15.2. Company Valuation Analysis: Key Parameters
15.3. Methodology
15.4. Company Valuation Analysis: Proprietary Scores
16. AI-BASED HEALTHCARE INITIATIVES OF TECHNOLOGY GIANTS
16.1. Chapter Overview
16.2. Alibaba Cloud
16.3. Google
16.4. IBM
16.5. Intel
16.6. Microsoft
16.7. Siemens
17. COST SAVING ANALYSIS
17.1. Chapter Overview
17.2. Key Assumptions and Methodology
17.3. Overall Cost Saving Potential Associated with Use of AI-based Drug Discovery Platforms, Till 2035
17.3.1. Cost Saving Potential: Distribution by Drug Discovery Steps
17.3.1.1. Cost Saving Potential in Target Identification / Validation, Till 2035
17.3.1.2. Cost Saving Potential in Hit Generation / Lead Identification and Optimization, Till 2035
17.3.2. Cost Saving Potential: Distribution by Type of AI Technology
17.3.2.1. Cost Saving Potential with Machine Learning, Till 2035
17.3.2.2. Cost Saving Potential with Molecular Modelling and Simulation, Till 2035
17.3.2.3. Cost Saving Potential with Deep Learning, Till 2035
17.3.2.4. Cost Saving Potential with Omics Integration, Till 2035
17.3.2.5. Cost Saving Potential with Generative Model, Till 2035
17.3.2.6. Cost Saving Potential with Structure-based Drug Design, Till 2035
17.3.2.7. Cost Saving Potential with Other Technologies, Till 2035
17.3.3. Cost Saving Potential: Distribution by Therapeutic Area, Till 2035
17.3.3.1. Cost Saving Potential in Drug Discovery for Oncological Disorders, Till 2035
17.3.3.2. Cost Saving Potential in Drug Discovery for Cardiovascular Disorders, Till 2035
17.3.3.3. Cost Saving Potential in Drug Discovery for Musculoskeletal Disorders, Till 2035
17.3.3.4. Cost Saving Potential in Drug Discovery for Neurological Disorders, Till 2035
17.3.3.5. Cost Saving Potential in Drug Discovery for Respiratory Disorders, Till 2035
17.3.3.6. Cost Saving Potential in Drug Discovery for Immunological Disorders, Till 2035
17.3.3.7. Cost Saving Potential in Drug Discovery for Gastrointestinal Disorders, Till 2035
17.3.3.8. Cost Saving Potential in Drug Discovery for Endocrine Disorders, Till 2035
17.3.3.9. Cost Saving Potential in Drug Discovery for Ophthalmological Disorders, Till 2035
17.3.3.10. Cost Saving Potential in Drug Discovery for Blood Disorders, Till 2035
17.3.3.11. Cost Saving Potential in Drug Discovery for Dermatological Disorders, Till 2035
17.3.3.12. Cost Saving Potential in Drug Discovery for Infectious Diseases, Till 2035
17.3.3.13. Cost Saving Potential in Drug Discovery for Urinary Disorders, Till 2035
17.3.4. Cost Saving Potential: Distribution by End User
17.3.4.1. Cost Saving Potential for Pharma and Biotech Companies, Till 2035
17.3.4.2. Cost Saving Potential for Contract Research Organizations (CROs), Till 2035
17.3.4.3. Cost Saving Potential for Research and Academic Institutions, Till 2035
17.3.5. Cost Saving Potential: Distribution by Geographical Regions
17.3.5.1. Cost Saving Potential in North America, Till 2035
17.3.5.2. Cost Saving Potential in Europe, Till 2035
17.3.5.3. Cost Saving Potential in Asia-Pacific, Till 2035
17.3.5.4. Cost Saving Potential in MENA, Till 2035
17.3.5.5. Cost Saving Potential in Latin America, Till 2035
17.4. Conclusion
18. MARKET IMPACT ANALYSIS: DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES
18.1. Chapter Overview
18.2. Market Drivers
18.3. Market Restraints
18.4. Market Opportunities
18.5. Market Challenges
18.6. Conclusion
19. GLOBAL AI-BASED DRUG DISCOVERY MARKET
19.1. Chapter Overview
19.2. Key Assumptions and Methodology
19.3. Global AI-based Drug Discovery Market, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
19.3.1. Scenario Analysis
19.3.1.1. Conservative Scenario
19.3.1.2. Optimistic Scenario
19.4. Key Market Segmentations
20. AI-BASED DRUG DISCOVERY MARKET, BY DRUG DISCOVERY STEP
20.1. Chapter Overview
20.2. Key Assumptions and Methodology
20.3. AI-based Drug Discovery Market: Distribution by Drug Discovery Step
20.3.1. AI-based Drug Discovery Market for Target Identification / Validation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
20.3.2. AI-based Drug Discovery Market for Hit Generation / Lead Identification, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
20.3.3. AI-based Drug Discovery Market for Lead Optimization, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
20.4. Data Triangulation and Validation
21. AI-BASED DRUG DISCOVERY MARKET, BY TYPE OF AI TECHNOLOGY
21.1. Chapter Overview
21.2. Key Assumptions and Methodology
21.3.1. AI-based Drug Discovery Market for Machine Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.2. AI-based Drug Discovery Market for Molecular Modelling and Simulation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.3. AI-based Drug Discovery Market for Deep Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.4. AI-based Drug Discovery Market for Omics Integration, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.5. AI-based Drug Discovery Market for Generative Models, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.6. AI-based Drug Discovery Market for Structure-Based Drug Design, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.3.7. AI-based Drug Discovery Market for Others, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
21.4. Data Triangulation and Validation
22. AI-BASED DRUG DISCOVERY MARKET, BY THERAPEUTIC AREA
22.1. Chapter Overview
22.2. Key Assumptions and Methodology
22.3. AI-based Drug Discovery Market: Distribution by Therapeutic Area
22.3.1. AI-based Drug Discovery Market for Oncological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.2. AI-based Drug Discovery Market for Cardiovascular Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.3. AI-based Drug Discovery Market for Musculoskeletal Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.4. AI-based Drug Discovery Market for Neurological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.5. AI-based Drug Discovery Market for Respiratory Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.6. AI-based Drug Discovery Market for Immunological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.7. AI-based Drug Discovery Market for Gastrointestinal Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.8. AI-based Drug Discovery Market for Endocrine Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.9. AI-based Drug Discovery Market for Blood Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.10. AI-based Drug Discovery Market for Ophthalmological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.11. AI-based Drug Discovery Market for Dermatological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.12. AI-based Drug Discovery Market for Infectious Diseases, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.3.13. AI-based Drug Discovery Market for Urinary Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
22.4. Data Triangulation and Validation
23. AI-BASED DRUG DISCOVERY MARKET, BY END USER
23.1. Chapter Overview
23.2. Key Assumptions and Methodology
23.3. AI-based Drug Discovery Market: Distribution by End User
23.3.1. AI-based Drug Discovery Market for Pharma and Biotech Companies, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
23.3.2. AI-based Drug Discovery Market for Contract Research Organizations, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
23.3.3. AI-based Drug Discovery Market for Research and Academic Institutions, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
23.4. Data Triangulation and Validation
24. AI-BASED DRUG DISCOVERY MARKET, BY GEOGRAPHICAL REGIONS
23.1. Chapter Overview
23.2. Key Assumptions and Methodology
24.3. AI-based Drug Discovery Market: Distribution by Geographical Regions
24.3.1. AI-based Drug Discovery Market in North America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.1.1. AI-based Drug Discovery Market in the US, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.1.2. AI-based Drug Discovery Market in Canada, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2. AI-based Drug Discovery Market in Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.1. AI-based Drug Discovery Market in the UK, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.2. AI-based Drug Discovery Market in Germany, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.3. AI-based Drug Discovery Market in France, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.4. AI-based Drug Discovery Market in Spain, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.5. AI-based Drug Discovery Market in Italy, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.2.6. AI-based Drug Discovery Market in Rest of Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3. AI-based Drug Discovery Market in Asia-Pacific, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3.1. AI-based Drug Discovery Market in China, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3.2. AI-based Drug Discovery Market in Japan, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3.3. AI-based Drug Discovery Market in South Korea, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3.4. AI-based Drug Discovery Market in Australia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.3.5. AI-based Drug Discovery Market in India, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.4. AI-based Drug Discovery Market in MENA, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.4.1. AI-based Drug Discovery Market in Saudi Arabia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.4.2. AI-based Drug Discovery Market in UAE, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.4.3. AI-based Drug Discovery Market in Egypt, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.5. AI-based Drug Discovery Market in Latin America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.5.1. AI-based Drug Discovery Market in Brazil, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.5.2. AI-based Drug Discovery Market in Mexico, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.3.5.3. AI-based Drug Discovery Market in Argentina, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035)
24.4. Market Dynamics Assessment
24.4.1. Market Movement Analysis
24.4.2. Penetration-Growth (P-G) Matrix
24.5. Data Triangulation and Validation
25. CONCLUDING REMARKS26. EXECUTIVE INSIGHTS
26.1. Chapter Overview
26.2. Company A
26.2.1. Company Snapshot
26.2.2. Interview Transcript
26.3. Company B
26.3.1. Company Snapshot
26.3.2. Interview Transcript
26.4. Company C
26.4.1. Company Snapshot
26.4.2. Interview Transcript
26.5. Company D
26.5.1. Company Snapshot
26.5.2. Interview Transcript
26.6. Company E
26.6.1. Company Snapshot
26.6.2. Interview Transcript
26.7. Company F
26.7.1. Company Snapshot
26.7.2. Interview Transcript
26.8. Company G
26.8.1. Company Snapshot
26.8.2. Interview Transcript
27. APPENDIX I: TABULATED DATA28. APPENDIX II: LIST OF COMPANIES AND ORGANIZATIONSList of Tables
Table 7.1 AI-based Drug Discovery Platform Providers: Information on Year of Establishment, Company Size, and Location of Headquarters
Table 7.2 Key AI-based Drug Discovery Platform Providers: Information on Platform, Type of Business Model, Platform Utilization and Drug Discovery Stages Supported
Table 7.3 Key AI-based Drug Discovery Platform Providers: Information on Type of AI Technology Used
Table 7.4 Key AI-based Drug Discovery Platform Providers: Information on Target Therapeutic Area
Table 7.5 Key AI-based Drug Discovery Platform Providers: Information on Type of Molecule Analyzed and End User
Table 8.1 AI-based Drug Discovery Platform Providers based in North America: List of Companies Profiled
Table 8.2 Collaborations Pharmaceuticals: Company Overview
Table 8.3 Collaborations Pharmaceuticals: AI-based Drug Discovery Platform / Technology Portfolio
Table 8.4 Collaborations Pharmaceuticals: Recent Developments and Future Outlook
Table 8.5 Deep Genomics: Company Overview
Table 8.6 Deep Genomics: AI-based Drug Discovery Platform / Technology Portfolio
Table 8.7 Deep Genomics: Recent Developments and Future Outlook
Table 8.8 Genialis: Company Overview
Table 8.9 Genialis: AI-based Drug Discovery Platform / Technology Portfolio
Table 8.10 Genialis: Recent Developments and Future Outlook
Table 8.11 Insilico Medicine: Company Overview
Table 8.12 Insilico Medicine: AI-based Drug Discovery Platform / Technology Portfolio
Table 8.13 Insilico Medicine: Recent Developments and Future Outlook
Table 8.14 XtalPi: Company Overview
Table 8.15 XtalPi: AI-based Drug Discovery Platform / Technology Portfolio
Table 8.16 XtalPi: Recent Developments and Future Outlook
Table 9.1 AI-based Drug Discovery Platform Providers based in Europe: List of Companies Profiled
Table 9.2 BenevolentAI: Company Overview
Table 9.3 BenevolentAI: AI-based Drug Discovery Platform / Technology Portfolio
Table 9.4 Healx: Company Overview
Table 9.5 Healx: AI-based Drug Discovery Platform / Technology Portfolio
Table 9.6 Healx: Recent Developments and Future Outlook
Table 9.7 Iktos: Company Overview
Table 9.8 Iktos: AI-based Drug Discovery Platform / Technology Portfolio
Table 9.9 Iktos: Recent Developments and Future Outlook
Table 9.10 Optibrium: Company Overview
Table 9.11 Optibrium: AI-based Drug Discovery Platform / Technology Portfolio
Table 9.12 Optibrium: Recent Developments and Future Outlook
Table 10.1 AI-based Drug Discovery Platform Providers based in Asia-Pacific and Rest of World: List of Companies Profiled
Table 10.2 CytoReason: Company Overview
Table 10.3 CytoReason: AI-based Drug Discovery Platform / Technology Portfolio
Table 10.4 Deargen: Company Overview
Table 10.5 Deargen: AI-based Drug Discovery Platform / Technology Portfolio
Table 11.1 AI-based Drug Discovery: List of Partnerships and Collaborations
Table 12.1 AI-based Drug Discovery Market: List of Funding and Investments
Table 13.1 Patent Analysis CPC Sections
Table 13.2 Patent Analysis Top CPC Symbols
Table 13.3 Patent Analysis Top CPC Codes
Table 13.4 Patent Analysis Summary of Benchmarking Analysis
Table 13.5 Patent Analysis Categorization based on Weighted Valuation Scores
Table 13.6 Patent Portfolio List of Leading Patents by Highest Relative Valuation
Table 13.7 Patent Portfolio List of Leading Patents by Number of Citations
Table 15.1 Company Valuation Analysis: Scoring Sheet
Table 15.2 Company Valuation Analysis: Estimated Valuation
Table 18.1 Growth Drivers: Market Impact and Time Period
Table 18.2 Growth Restraints: Market Impact and Time Period
Table 18.3 Growth Opportunities: Market Impact and Time Period
Table 18.4 Growth Challenges: Market Impact and Time Period
Table 26.1 Aigenpulse: Company Snapshot
Table 26.2 Cloud Pharmaceuticals: Company Snapshot
Table 26.3 Deargen: Company Snapshot
Table 26.4 Intelligent Omics: Company Snapshot
Table 26.5 Optibrium: Company Snapshot
Table 26.6 Pepticom: Company Snapshot
Table 26.7 Sage-N Research: Company Snapshot
Table 27.1 AI-based Drug Discovery Platform Providers: Distribution by Year of Establishment
Table 27.2 AI-based Drug Discovery Platform Providers: Distribution by Company Size
Table 27.3 AI-based Drug Discovery Platform Providers: Distribution by Location of Headquarters (Region)
Table 27.4 AI-based Drug Discovery Platform Providers: Distribution by Location of Headquarters (Country)
Table 27.5 Key AI-based Drug Discovery Platform Providers: Distribution by Type of Business Model
Table 27.6 Key AI-based Drug Discovery Platform Providers: Distribution by Platform Utilization
Table 27.7 Key AI-based Drug Discovery Platform Providers: Distribution by Drug Discovery Stages Supported
Table 27.8 Key AI-based Drug Discovery Platform Providers: Distribution by Type of AI Technology Used
Table 27.9 Key AI-based Drug Discovery Platform Providers: Distribution by Target Therapeutic Area
Table 27.10 Key AI-based Drug Discovery Platform Providers: Distribution by Type of Molecule Analyzed
Table 27.11 Key AI-based Drug Discovery Platform Providers: Distribution by End User
Table 27.12 Partnerships and Collaborations: Quarterly Trend of Partnerships
Table 27.13 Partnerships and Collaborations: Distribution by Type of Partnership
Table 27.14 Partnerships and Collaborations: Distribution by Quarter and Type of Partnership
Table 27.15 Partnerships and Collaborations: Distribution by Type of Partner
Table 27.16 Most Active Players: Distribution by Number of Partnerships
Table 27.17 Most Active Players: Distribution by Number of Partnerships
Table 27.18 Partnerships and Collaborations: Local and International Agreements
Table 27.19 Partnerships and Collaborations: Intracontinental and Intercontinental Agreements
Table 27.20 Funding and Investments Analysis: Quarterly Trend of Funding
Table 27.21 Funding and Investments Analysis: Quarterly Trend of Amount Invested (USD Million)
Table 27.22 Funding and Investments: Distribution of Instances by Type of Funding
Table 27.23 Funding and Investments: Distribution by Quarter and Type of Funding (USD Million)
Table 27.24 Funding and Investments: Distribution of Amount Invested by Type of Funding (USD Million)
Table 27.25 Funding and Investment Analysis: Distribution of Amount Invested by Quarter and Type of Funding
Table 27.26 Funding and Investments: Distribution by Geography (Region)
Table 27.27 Funding and Investments: Distribution by Geography (Country)
Table 27.28 Most Active Players: Distribution by Number of Funding Instances
Table 27.29 Most Active Players: Distribution by Amount Raised (USD Million)
Table 27.30 Leading Investors: Distribution by Number of Funding Instances
Table 27.31 Patent Analysis: Distribution by Type of Patent
Table 27.32 Patent Analysis: Cumulative Distribution by Patent Publication Year
Table 27.33 Patent Analysis: Distribution by Type of Patent and Patent Publication Year
Table 27.34 Patent Analysis: Distribution by Patent Application Year, 2018-2025
Table 27.35 Patent Analysis: Distribution by Patent Jurisdiction
Table 27.36 Patent Analysis: Cumulative Year-wise Distribution by Type of Applicant
Table 27.37 Leading Industry Players: Distribution by Number of Patents
Table 27.38 Leading Non-Industry Players: Distribution by Number of Patents
Table 27.39 Leading Individual Assignees: Distribution by Number of Patents
Table 27.40 Patent Analysis: Distribution by Patent Age
Table 27.41 Patent Analysis: Distribution by Patent Valuation
Table 27.42 Overall Cost Saving Potential Associated with Use of AI-based Drug Discovery Platforms, Till 2035 (USD Billion)
Table 27.43 Cost Saving Potential: Distribution by Drug Discovery Steps (USD Billion)
Table 27.44 Cost Saving Potential in Target Identification/Validation, Till 2035 (USD Billion)
Table 27.45 Cost Saving Potential in Hit Generation/Lead Identification and Optimization, Till 2035 (USD Billion)
Table 27.46 Cost Saving Potential in Hit Generation/Lead Identification and Optimization, Till 2035 (USD Billion)
Table 27.47 Cost Saving Potential: Distribution by Type of AI Technology (USD Billion)
Table 27.48 Cost Saving Potential with Machine Learning, Till 2035 (USD Billion)
Table 27.49 Cost Saving Potential with Molecular Modelling and Simulation, Till 2035 (USD Billion)
Table 27.50 Cost Saving Potential with Deep Learning, Till 2035 (USD Billion)
Table 27.51 Cost Saving Potential with Omics Integration, Till 2035 (USD Billion)
Table 27.52 Cost Saving Potential with Generative Model, Till 2035 (USD Billion)
Table 27.53 Cost Saving Potential with Structure-Based Drug Design, Till 2035 (USD Billion)
Table 27.54 Cost Saving Potential with Other Technologies, Till 2035 (USD Billion)
Table 27.55 Cost Saving Potential: Distribution by Therapeutic Area (USD Billion)
Table 27.56 Cost Saving Potential in Drug Discovery for Oncological Disorders, Till 2035 (USD Billion)
Table 27.57 Cost Saving Potential in Drug Discovery for Cardiovascular Disorders, Till 2035 (USD Billion)
Table 27.58 Cost Saving Potential in Drug Discovery for Musculoskeletal Disorders, Till 2035 (USD Billion)
Table 27.59 Cost Saving Potential in Drug Discovery for Neurological Disorders, Till 2035 (USD Billion)
Table 27.60 Cost Saving Potential in Drug Discovery for Respiratory Disorders, Till 2035 (USD Billion)
Table 27.61 Cost Saving Potential in Drug Discovery for Immunological Disorders, Till 2035 (USD Billion)
Table 27.62 Cost Saving Potential in Drug Discovery for Gastrointestinal Disorders, Till 2035 (USD Billion)
Table 27.63 Cost Saving Potential in Drug Discovery for Endocrine Disorders, Till 2035 (USD Billion)
Table 27.64 Cost Saving Potential in Drug Discovery for Ophthalmological Disorders, Till 2035 (USD Billion)
Table 27.65 Cost Saving Potential in Drug Discovery for Blood Disorders, Till 2035 (USD Billion)
Table 27.66 Cost Saving Potential in Drug Discovery for Dermatological Disorders, Till 2035 (USD Billion)
Table 27.67 Cost Saving Potential in Drug Discovery for Infectious Diseases, Till 2035 (USD Billion)
Table 27.68 Cost Saving Potential in Drug Discovery for Urinary Disorders, Till 2035 (USD Billion)
Table 27.69 Cost Saving Potential: Distribution by End User (USD Billion)
Table 27.70 Cost Saving Potential for Pharma and Biotech Companies, Till 2035 (USD Billion)
Table 27.71 Cost Saving Potential for Contract Research Organizations (CRO), Till 2035 (USD Billion)
Table 27.72 Cost Saving Potential for Research and Academic Institutions, Till 2035 (USD Billion)
Table 27.73 Cost Saving Potential: Distribution by Geographical Regions (USD Billion)
Table 27.74 Cost Saving Potential in North America, Till 2035 (USD Billion)
Table 27.75 Cost Saving Potential in Europe, Till 2035 (USD Billion)
Table 27.76 Cost Saving Potential in Asia-Pacific, Till 2035 (USD Billion)
Table 27.77 Cost Saving Potential in MENA, Till 2035 (USD Billion)
Table 27.78 Cost Saving Potential in Latin America, Till 2035 (USD Billion)
Table 27.79 Global AI-based Drug Discovery Market, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.80 Global AI-based Drug Discovery Market, Forecasted Estimates (Till 2035), Conservative Scenario (USD Million)
Table 27.81 Global AI-based Drug Discovery Market, Forecasted Estimates (Till 2035), Optimistic Scenario (USD Million)
Table 27.82 AI-based Drug Discovery Market: Distribution by Drug Discovery Steps
Table 27.83 AI-based Drug Discovery Market for Target Identification/Validation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.84 AI-based Drug Discovery Market for Hit Generation/Lead Identification, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.85 AI-based Drug Discovery Market for Lead Optimization, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.86 AI-based Drug Discovery Market: Distribution by Type of AI Technology
Table 27.87 AI-based Drug Discovery Market for Machine Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.88 AI-based Drug Discovery Market for Molecular Modelling and Simulation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.89 AI-based Drug Discovery Market for Deep Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.90 AI-based Drug Discovery Market for Omics Integration, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.91 AI-based Drug Discovery Market for Generative Models, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.92 AI-based Drug Discovery Market for Structure-Based Drug Design, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.93 AI-based Drug Discovery Market for Others, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.94 AI-based Drug Discovery Market: Distribution by Therapeutic Area
Table 27.95 AI-based Drug Discovery Market for Oncological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.96 AI-based Drug Discovery Market for Cardiovascular Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.97 AI-based Drug Discovery Market for Musculoskeletal Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.98 AI-based Drug Discovery Market for Neurological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.99 AI-based Drug Discovery Market for Respiratory Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.100 AI-based Drug Discovery Market: Distribution by End User
Table 27.101 AI-based Drug Discovery Market for Pharma and Biotech Companies, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.102 AI-based Drug Discovery Market for Contract Research Organizations, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.103 AI-based Drug Discovery Market for Research and Academic Institutions, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.104 AI-based Drug Discovery Market: Distribution by Geographical Regions
Table 27.105 AI-based Drug Discovery Market in North America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.106 AI-based Drug Discovery Market in the US, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.107 AI-based Drug Discovery Market in Canada, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.108 AI-based Drug Discovery Market in Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.109 AI-based Drug Discovery Market in the UK, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.110 AI-based Drug Discovery Market in Germany, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.111 AI-based Drug Discovery Market in France, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.112 AI-based Drug Discovery Market in Spain, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.113 AI-based Drug Discovery Market in Italy, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.114 AI-based Drug Discovery Market in Rest of Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.115 AI-based Drug Discovery Market in Asia-Pacific, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.116 AI-based Drug Discovery Market in China, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.117 AI-based Drug Discovery Market in Japan, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.118 AI-based Drug Discovery Market in South Korea, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.119 AI-based Drug Discovery Market in Australia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.120 AI-based Drug Discovery Market in India, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.121 AI-based Drug Discovery Market in MENA, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.122 AI-based Drug Discovery Market in Saudi Arabia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.123 AI-based Drug Discovery Market in UAE, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.124 AI-based Drug Discovery Market in Egypt, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.125 AI-based Drug Discovery Market in Latin America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD
Million)
Table 27.126 AI-based Drug Discovery Market in Brazil, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.127 AI-based Drug Discovery Market in Mexico, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Table 27.128 AI-based Drug Discovery Market in Argentina, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
List of Figures
Figure 2.1 Research Methodology: Project Methodology
Figure 2.2 Research Methodology: Data Sources for Secondary Research
Figure 2.3 Research Methodology: Robust Quality Control
Figure 3.1 Market Dynamics: Forecast Methodology
Figure 3.2 Market Dynamics: Market Assessment Framework
Figure 4.1 Lessons Learnt from Past Recessions
Figure 5.1 Executive Summary: Overall Market Landscape
Figure 5.2 Executive Summary: Market Trends
Figure 5.3 Executive Summary: Market Forecast and Opportunity Analysis
Figure 6.1 Subsets of AI
Figure 6.2 Applications of AI in Healthcare
Figure 6.3 Advantages of Using AI in Drug Discovery
Figure 7.1 AI-based Drug Discovery Platform Providers: Distribution by Year of Establishment
Figure 7.2 AI-based Drug Discovery Platform Providers: Distribution by Company Size
Figure 7.3 AI-based Drug Discovery Platform Providers: Distribution by Location of Headquarters (Region)
Figure 7.4 AI-based Drug Discovery Platform Providers: Distribution by Location of Headquarters (Country)
Figure 7.5 Key AI-based Drug Discovery Platform Providers: Distribution by Type of Business Model
Figure 7.6 Key AI-based Drug Discovery Platform Providers: Distribution by Platform Utilization
Figure 7.7 Key AI-based Drug Discovery Platform Providers: Distribution by Drug Discovery Stages Supported
Figure 7.8 Key AI-based Drug Discovery Platform Providers: Distribution by Type of AI Technology Used
Figure 7.9 Key AI-based Drug Discovery Platform Providers: Distribution by Target Therapeutic Area
Figure 7.10 Key AI-based Drug Discovery Platform Providers: Distribution by Type of Molecule Analyzed
Figure 7.11 Key AI-based Drug Discovery Platform Providers: Distribution by End User
Figure 11.1 Partnerships and Collaborations: Quarterly Trend of Partnerships
Figure 11.2 Partnerships and Collaborations: Distribution by Type of Partnership
Figure 11.3 Partnerships and Collaborations: Distribution by Quarter and Type of Partnership
Figure 11.4 Partnerships and Collaborations: Distribution by Type of Partner
Figure 11.5 Most Active Players: Distribution by Number of Partnerships
Figure 11.6 Partnerships and Collaborations: Local and International Agreements
Figure 11.7 Partnerships and Collaborations: Intracontinental and Intercontinental Agreements
Figure 12.1 Funding and Investments Analysis: Quarterly Trend of Funding
Figure 12.2 Funding and Investments Analysis: Quarterly Trend of Amount Invested (USD Million)
Figure 12.3 Funding and Investment Analysis: Distribution of Instances by Type of Funding
Figure 12.4 Funding and Investment Analysis: Distribution by Quarter and Type of Funding
Figure 12.5 Funding and Investment Analysis: Distribution of Amount Invested by Type of Funding (USD Million)
Figure 12.6 Funding and Investment Analysis: Distribution of Amount Invested by Quarter and Type of Funding
Figure 12.7 Funding and Investment Analysis: Distribution by Geography (Region)
Figure 12.8 Funding and Investment Analysis: Distribution by Geography (Country)
Figure 12.9 Most Active Players: Distribution by Number of Funding Instances
Figure 12.10 Most Active Players: Distribution by Amount Raised (USD Million)
Figure 12.11 Leading Investors: Distribution by Number of Funding Instances
Figure 13.1 Patent Analysis: Distribution by Type of Patent
Figure 13.2 Patent Analysis: Cumulative Distribution by Patent Publication Year
Figure 13.3 Patent Analysis: Distribution by Type of Patent and Publication Year
Figure 13.4 Patent Analysis: Distribution by Patent Application Year
Figure 13.5 Patent Analysis: Distribution by Patent Jurisdiction
Figure 13.6 Patent Analysis Distribution by CPC Symbols
Figure 13.7 Patent Analysis: Cumulative Distribution by Type of Applicant
Figure 13.8 Leading Industry Players: Distribution by Number of Patents
Figure 13.9 Leading Non-Industry Players: Distribution by Number of Patents
Figure 13.10 Leading Individual Assignees: Distribution by Number of Patents
Figure 13.11 Patent Benchmarking Analysis: Distribution of Patent Characteristics CPC Codes by Leading Industry Players
Figure 13.12 Patent Benchmarking Analysis: Distribution of Leading Industry Players by Patent Characteristics CPC Codes
Figure 13.13 Patent Analysis: Distribution by Patent Age
Figure 13.14 AI-based Drug Discovery: Patent Valuation
Figure 14.1 Key Elements of Porter's Five Forces
Figure 14.2 Threat of New Entrants
Figure 14.3 Bargaining Power of Buyers
Figure 14.4 Bargaining Power of Solution Providers
Figure 14.5 Threats of Substitute Products
Figure 14.6 Rivalry Among Existing Competitors
Figure 14.7 Porter's Five Forces Analysis: Concluding Remarks
Figure 17.1 Overall Cost Saving Potential Associated with Use of AI-based Drug Discovery Platforms, Till 2035 (USD Billion)
Figure 17.2 Cost Saving Potential: Distribution by Drug Discovery Steps (USD Billion)
Figure 17.3 Cost Saving Potential in Target Identification/Validation, Till 2035 (USD Billion)
Figure 17.4 Cost Saving Potential in Hit Generation/Lead Identification and Optimization, Till 2035 (USD Billion)
Figure 17.5 Cost Saving Potential in Hit Generation/Lead Identification and Optimization, Till 2035 (USD Billion)
Figure 17.6 Cost Saving Potential: Distribution by Type of AI Technology (USD Billion)
Figure 17.7 Cost Saving Potential with Machine Learning, Till 2035 (USD Billion)
Figure 17.8 Cost Saving Potential with Molecular Modelling and Simulation, Till 2035 (USD Billion)
Figure 17.9 Cost Saving Potential with Deep Learning, Till 2035 (USD Billion)
Figure 17.10 Cost Saving Potential with Omics Integration, Till 2035 (USD Billion)
Figure 17.11 Cost Saving Potential with Generative Model, Till 2035 (USD Billion)
Figure 17.12 Cost Saving Potential with Structure-Based Drug Design, Till 2035 (USD Billion)
Figure 17.13 Cost Saving Potential with Other Technologies, Till 2035 (USD Billion)
Figure 17.14 Cost Saving Potential: Distribution by Therapeutic Area (USD Billion)
Figure 17.15 Cost Saving Potential in Drug Discovery for Oncological Disorders, Till 2035 (USD Billion)
Figure 17.16 Cost Saving Potential in Drug Discovery for Cardiovascular Disorders, Till 2035 (USD Billion)
Figure 17.17 Cost Saving Potential in Drug Discovery for Musculoskeletal Disorders, Till 2035 (USD Billion)
Figure 17.18 Cost Saving Potential in Drug Discovery for Neurological Disorders, Till 2035 (USD Billion)
Figure 17.19 Cost Saving Potential in Drug Discovery for Respiratory Disorders, Till 2035 (USD Billion)
Figure 17.20 Cost Saving Potential in Drug Discovery for Immunological Disorders, Till 2035 (USD Billion)
Figure 17.21 Cost Saving Potential in Drug Discovery for Gastrointestinal Disorders, Till 2035 (USD Billion)
Figure 17.22 Cost Saving Potential in Drug Discovery for Endocrine Disorders, Till 2035 (USD Billion)
Figure 17.23 Cost Saving Potential in Drug Discovery for Ophthalmological Disorders, Till 2035 (USD Billion)
Figure 17.24 Cost Saving Potential in Drug Discovery for Blood Disorders, Till 2035 (USD Billion)
Figure 17.25 Cost Saving Potential in Drug Discovery for Dermatological Disorders, Till 2035 (USD Billion)
Figure 17.26 Cost Saving Potential in Drug Discovery for Infectious Diseases, Till 2035 (USD Billion)
Figure 17.27 Cost Saving Potential in Drug Discovery for Urinary Disorders, Till 2035 (USD Billion)
Figure 17.28 Cost Saving Potential: Distribution by End User (USD Billion)
Figure 17.29 Cost Saving Potential for Pharma and Biotech Companies, Till 2035 (USD Billion)
Figure 17.30 Cost Saving Potential for Contract Research Organizations (CRO), Till 2035 (USD Billion)
Figure 17.31 Cost Saving Potential for Research and Academic Institutions, Till 2035 (USD Billion)
Figure 17.32 Cost Saving Potential: Distribution by Geographical Regions (USD Billion)
Figure 17.33 Cost Saving Potential in North America, Till 2035 (USD Billion)
Figure 17.34 Cost Saving Potential in Europe, Till 2035 (USD Billion)
Figure 17.35 Cost Saving Potential in Asia-Pacific, Till 2035 (USD Billion)
Figure 17.36 Cost Saving Potential in MENA, Till 2035 (USD Billion)
Figure 17.37 Cost Saving Potential in Latin America, Till 2035 (USD Billion)
Figure 19.1 Global AI-based Drug Discovery Market, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 19.2 Global AI-based Drug Discovery Market, Forecasted Estimates (Till 2035), Conservative Scenario (USD Million)
Figure 19.3 Global AI-based Drug Discovery Market, Forecasted Estimates (Till 2035), Optimistic Scenario (USD Million)
Figure 20.1 AI-based Drug Discovery Market: Distribution by Drug Discovery Steps
Figure 20.2 AI-based Drug Discovery Market for Target Identification / Validation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 20.3 AI-based Drug Discovery Market for Hit Generation / Lead Identification, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 20.4 AI-based Drug Discovery Market for Lead Optimization, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.1 AI-based Drug Discovery Market: Distribution by Type of AI Technology
Figure 21.2 AI-based Drug Discovery Market for Machine Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.3 AI-based Drug Discovery Market for Molecular Modelling and Simulation, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.4 AI-based Drug Discovery Market for Deep Learning, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.5 AI-based Drug Discovery Market for Omics Integration, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.6 AI-based Drug Discovery Market for Generative Models, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.7 AI-based Drug Discovery Market for Structure-Based Drug Design, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 21.8 AI-based Drug Discovery Market for Others, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.1 AI-based Drug Discovery Market: Distribution by Therapeutic Area
Figure 22.2 AI-based Drug Discovery Market for Oncological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.3 AI-based Drug Discovery Market for Cardiovascular Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.4 AI-based Drug Discovery Market for Musculoskeletal Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.5 AI-based Drug Discovery Market for Neurological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.6 AI-based Drug Discovery Market for Respiratory Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.7 AI-based Drug Discovery Market for Immunological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.8 AI-based Drug Discovery Market for Gastrointestinal Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.9 AI-based Drug Discovery Market for Endocrine Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.10 AI-based Drug Discovery Market for Blood Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.11 AI-based Drug Discovery Market for Ophthalmological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.12 AI-based Drug Discovery Market for Dermatological Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.13 AI-based Drug Discovery Market for Infectious Diseases, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 22.14 AI-based Drug Discovery Market for Urinary Disorders, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 23.1 AI-based Drug Discovery Market: Distribution by End User
Figure 23.2 AI-based Drug Discovery Market for Pharma and Biotech Companies, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 23.3 AI-based Drug Discovery Market for Contract Research Organizations, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 23.4 AI-based Drug Discovery Market for Research and Academic Institutions, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.1 AI-based Drug Discovery Market: Distribution by Geographical Regions
Figure 24.2 AI-based Drug Discovery Market in North America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.3 AI-based Drug Discovery Market in the US, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.4 AI-based Drug Discovery Market in Canada, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.5 AI-based Drug Discovery Market in Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.6 AI-based Drug Discovery Market in the UK, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.7 AI-based Drug Discovery Market in Germany, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.8 AI-based Drug Discovery Market in France, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.9 AI-based Drug Discovery Market in Spain, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.10 AI-based Drug Discovery Market in Italy, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.11 AI-based Drug Discovery Market in Rest of Europe, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.12 AI-based Drug Discovery Market in Asia-Pacific, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.13 AI-based Drug Discovery Market in China, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.14 AI-based Drug Discovery Market in Japan, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.15 AI-based Drug Discovery Market in South Korea, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.16 AI-based Drug Discovery Market in Australia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.17 AI-based Drug Discovery Market in India, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.18 AI-based Drug Discovery Market in MENA, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.19 AI-based Drug Discovery Market in Saudi Arabia, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.20 AI-based Drug Discovery Market in UAE, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.21 AI-based Drug Discovery Market in Egypt, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.22 AI-based Drug Discovery Market in Latin America, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.23 AI-based Drug Discovery Market in Brazil, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.24 AI-based Drug Discovery Market in Mexico, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.25 AI-based Drug Discovery Market in Argentina, Historical Trends (Since 2023) and Forecasted Estimates (Till 2035) (USD Million)
Figure 24.26 Market Movement Analysis: Geographical Regions
Figure 24.27 Penetration-Growth (P-G) Matrix: Geographical Regions
Figure 25.1 Concluding Remarks: Current Market Landscape
Figure 25.2 Concluding Remarks: Partnerships and Collaborations
Figure 25.3 Concluding Remarks: Funding and Investments
Figure 25.4 Concluding Remarks: Patent Analysis
Figure 25.6 Concluding Remarks: Market Forecast and Opportunity Analysis (I/II)
Figure 25.7 Concluding Remarks: Market Forecast and Opportunity Analysis (II/II)