What is AI in Predictive Toxicology?

AI in Predictive Toxicology utilizes artificial intelligence, including machine learning and deep learning technologies, to predict the potential toxicity of chemicals, drugs, and other substances, enhancing safety and efficiency in drug development and other industries.

How big is the AI In Predictive Toxicology Market?

The global AI In Predictive Toxicology Market size was estimated at USD 360.1 Million in 2023 and is expected to reach USD 4,964.3 Million in 2033.

What is the AI In Predictive Toxicology Market growth?

The global AI In Predictive Toxicology Market is expected to grow at a compound annual growth rate of 30.0%. From 2024 To 2033

Who are the key companies/players in the AI In Predictive Toxicology Market?

Some of the key players in the AI In Predictive Toxicology Markets are Benevolent AI, Berg Health, Biovista, Cyclica, Exscientia PLC, Insilico Medicine, Instem plc, Lhasa Limited, Recursion Pharmaceuticals

Which regions are leading in the AI In Predictive Toxicology market?

In 2023, the North American AI in Predictive Toxicology market accounted for approximately 44% of the global revenue share.

How does AI improve Predictive Toxicology?

AI improves predictive toxicology by enabling high-throughput screening, reducing the reliance on animal testing, increasing the accuracy of toxicity predictions, and shortening drug development timelines.

What are the key drivers of the AI in Predictive Toxicology Market?

Key drivers include the need for more efficient and cost-effective drug development processes, the reduction of animal testing, and advancements in AI and computational methods.

What are some challenges in AI in Predictive Toxicology?

Challenges include the lack of standardized protocols for AI models, the high cost of integrating AI systems, and concerns about the accuracy and reliability of AI predictions.

AI In Predictive Toxicology Market By Technology (Machine Learning, Natural Language Processing, Computer Vision) By Toxicity Endpoints (Genotoxicity, Hepatotoxicity, Neurotoxicity, Cardiotoxicity) By Component, Solution, Services) By End User (Pharma and Biotechnology Companies, Chemical and Cosmetics, Research Organization, Others) Region and Companies – Industry Segment Outlook, Market Assessment, Competition Scenario, Trends and Forecast 2024-2033

Published date: Aug 2024
Report ID: 125030
Number of Pages: 270
Format:

Table of Contents
- 1. Executive Summary
  - 1.1. Definition
  - 1.2. Market Snapshot
  - 1.3. Market Overview
  - 1.4. Segment Overview
  - 1.5. Regional Overview
  - 1.6. Competitive Landscape
  - 1.7. Taxonomy
- 2. Global Market Overview
  - 2.1. Global Market Insights and Industry Overview
  - 2.2. Market Dynamics
    2.2.1. Drivers
    2.2.2. Restraints
    2.2.3. Opportunities
    2.2.4. Key AI In Predictive Toxicology Market Trends
  - 2.3. Regulatory Framework
  - 2.4. Opportunity Map Analysis
  - 2.5. Opportunity Orbits
  - 2.6. PESTLE Analysis
  - 2.7. PORTER’S Five Force Analysis
  - 2.8. Drivers & Restraints Impact Analysis
  - 2.9. Value Chain Analysis
    2.9.1. List of Raw Materials Suppliers
    2.9.2. List of AI In Predictive Toxicology Manufacturers
    2.9.3. List of Dealer/Distributors
  - 2.10. Regional Market Share and BPS Analysis
  - 2.11. Impact of Macro-economic Factors/Geopolitical Factors
- 3. Global AI In Predictive Toxicology Market Analysis and Forecast, By Segment, 2019-2033
  - 3.1. Key Findings
  - 3.2. Global AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 3.3. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Component
    3.3.1. Solution
    3.3.1.1. Insights
    3.3.1.2. Key Takeaways
    3.3.2. Service
    3.3.2.1. Insights
    3.3.2.2. Key Takeaways
  - 3.4. Global AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 3.5. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
    3.5.1. Genotoxicity
    3.5.1.1. Insights
    3.5.1.2. Key Takeaways
    3.5.2. Hepatotoxicity
    3.5.2.1. Insights
    3.5.2.2. Key Takeaways
    3.5.3. Neurotoxicity
    3.5.3.1. Insights
    3.5.3.2. Key Takeaways
    3.5.4. Cardiotoxicity
    3.5.4.1. Insights
    3.5.4.2. Key Takeaways
  - 3.6. Global AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 3.7. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
    3.7.1. Machine Learning
    3.7.1.1. Insights
    3.7.1.2. Key Takeaways
    3.7.2. Natural Language Processing
    3.7.2.1. Insights
    3.7.2.2. Key Takeaways
    3.7.3. Computer Vision
    3.7.3.1. Insights
    3.7.3.2. Key Takeaways
  - 3.8. Global AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End-User, 2019-2033
  - 3.9. Global AI In Predictive Toxicology Market Attractiveness Analysis, By End-User
    3.9.1. Pharma and Biotechnology Companies
    3.9.1.1. Insights
    3.9.1.2. Key Takeaways
    3.9.2. Chemical and Cosmetics
    3.9.2.1. Insights
    3.9.2.2. Key Takeaways
    3.9.3. Research Organization
    3.9.3.1. Insights
    3.9.3.2. Key Takeaways
    3.9.4. Others
    3.9.4.1. Insights
    3.9.4.2. Key Takeaways
- 4. Global AI In Predictive Toxicology Market Analysis and Forecast, By Region, 2019-2033
  - 4.1. Key Findings
  - 4.2. Global AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Region, 2019-2033
    4.2.1. North America
    4.2.1.1. Regional Insights
    4.2.2. Europe
    4.2.2.1. Regional Insights
    4.2.3. Asia Pacific
    4.2.3.1. Regional Insights
    4.2.4. Latin America
    4.2.4.1. Regional Insights
    4.2.5. Middle East & Africa
    4.2.5.1. Regional Insights
  - 4.3. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Region
- 5. North America AI In Predictive Toxicology Market Analysis and Forecast, 2019-2033
  - 5.1. Key Findings
  - 5.2. North America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 5.3. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Component
  - 5.4. North America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 5.5. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
  - 5.6. North America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 5.7. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
  - 5.8. North America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End User, 2019-2033
  - 5.9. North America AI In Predictive Toxicology Market Attractiveness Analysis, By End User
  - 5.10. North America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Country, 2019-2033
  - 5.11. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Country
    5.11.1. The US
    5.11.2. Canada
- 6. Europe AI In Predictive Toxicology Market Analysis and Forecast, 2019-2033
  - 6.1. Key Findings
  - 6.2. Europe AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 6.3. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Component
  - 6.4. Europe AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 6.5. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
  - 6.6. Europe AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 6.7. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
  - 6.8. Europe AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End User, 2019-2033
  - 6.9. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By End User
  - 6.10. Europe AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Country, 2019-2033
  - 6.11. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Country
    6.11.1. Germany
    6.11.2. The UK
    6.11.3. France
    6.11.4. Spain
    6.11.5. Italy
    6.11.6. Russia
    6.11.7. Netherlands
    6.11.8. Rest of Europe
- 7. Asia Pacific AI In Predictive Toxicology Market Analysis and Forecast, 2019-2033
  - 7.1. Key Findings
  - 7.2. Asia Pacific AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 7.3. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Component
  - 7.4. Asia Pacific AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 7.5. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
  - 7.6. Asia Pacific AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 7.7. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
  - 7.8. Asia Pacific AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End User, 2019-2033
  - 7.9. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By End User
  - 7.10. Asia Pacific AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Country, 2019-2033
  - 7.11. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Country
    7.11.1. China
    7.11.2. Japan
    7.11.3. South Korea
    7.11.4. India
    7.11.5. New Zealand
    7.11.6. Singapore
    7.11.7. Thailand
    7.11.8. Vietnam
    7.11.9. Rest of Asia Pacific
- 8. Latin America AI In Predictive Toxicology Market Analysis and Forecast, 2019-2033
  - 8.1. Key Findings
  - 8.2. Latin America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 8.3. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Component
  - 8.4. Latin America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 8.5. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
  - 8.6. Latin America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 8.7. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
  - 8.8. Latin America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End User, 2019-2033
  - 8.9. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By End User
  - 8.10. Latin America AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Country, 2019-2033
  - 8.11. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Country
    8.11.1. Brazil
    8.11.2. Mexico
    8.11.3. Rest of Latin America
- 9. Middle East & Africa AI In Predictive Toxicology Market Analysis and Forecast, 2019-2033
  - 9.1. Key Findings
  - 9.2. Middle East & Africa AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Component, 2019-2033
  - 9.3. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Component
  - 9.4. Middle East & Africa AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Toxicity Endpoints, 2019-2033
  - 9.5. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
  - 9.6. Middle East & Africa AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Technology, 2019-2033
  - 9.7. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
  - 9.8. Middle East & Africa AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By End User, 2019-2033
  - 9.9. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By End User
  - 9.10. Middle East & Africa AI In Predictive Toxicology Market Size Value (US$ Mn) Analysis, Opportunity and Forecast, By Country, 2019-2033
  - 9.11. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Country
    9.11.1. South Africa
    9.11.2. Saudi Arabia
    9.11.3. UAE
    9.11.4. Rest of Middle East & Africa
- 10. Competitive Landscape & Company Profiles
  - 10.1. Market Competition Scenario Analysis, By Company
  - 10.1.1. Key Takeaways
  - 10.2. Overview of Major Market Players
  - 10.3. Competitor Landscape
  - 10.4. Strategic Mapping
  - 10.5. Company Life Cycle Analysis
  - 10.6. Company Market Share Analysis
  - 10.7. Company Profiles
    10.7.1. Benevolent AI
    10.7.1.1. Company Details
    10.7.1.2. Business Overview
    10.7.1.3. Component Portfolio
    10.7.1.4. Financial Insights
    10.7.1.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.1.6. SWOT Analysis
    10.7.1.7. Geographic Footprint
    10.7.2. Berg Health
    10.7.2.1. Company Details
    10.7.2.2. Business Overview
    10.7.2.3. Component Portfolio
    10.7.2.4. Financial Insights
    10.7.2.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.2.6. SWOT Analysis
    10.7.2.7. Geographic Footprint
    10.7.3. Biovista
    10.7.3.1. Company Details
    10.7.3.2. Business Overview
    10.7.3.3. Component Portfolio
    10.7.3.4. Financial Insights
    10.7.3.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.3.6. SWOT Analysis
    10.7.3.7. Geographic Footprint
    10.7.4. Cyclica
    10.7.4.1. Company Details
    10.7.4.2. Business Overview
    10.7.4.3. Component Portfolio
    10.7.4.4. Financial Insights
    10.7.4.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.4.6. SWOT Analysis
    10.7.4.7. Geographic Footprint
    10.7.5. Exscientia PLC
    10.7.5.1. Company Details
    10.7.5.2. Business Overview
    10.7.5.3. Component Portfolio
    10.7.5.4. Financial Insights
    10.7.5.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.5.6. SWOT Analysis
    10.7.5.7. Geographic Footprint
    10.7.6. Insilico Medicine
    10.7.6.1. Company Details
    10.7.6.2. Business Overview
    10.7.6.3. Component Portfolio
    10.7.6.4. Financial Insights
    10.7.6.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.6.6. SWOT Analysis
    10.7.6.7. Geographic Footprint
    10.7.7. Instem plc
    10.7.7.1. Company Details
    10.7.7.2. Business Overview
    10.7.7.3. Component Portfolio
    10.7.7.4. Financial Insights
    10.7.7.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.7.6. SWOT Analysis
    10.7.7.7. Geographic Footprint
    10.7.8. Lhasa Limited
    10.7.8.1. Company Details
    10.7.8.2. Business Overview
    10.7.8.3. Component Portfolio
    10.7.8.4. Financial Insights
    10.7.8.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.8.6. SWOT Analysis
    10.7.8.7. Geographic Footprint
    10.7.9. Recursion Pharmaceuticals
    10.7.9.1. Company Details
    10.7.9.2. Business Overview
    10.7.9.3. Component Portfolio
    10.7.9.4. Financial Insights
    10.7.9.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.9.6. SWOT Analysis
    10.7.9.7. Geographic Footprint
    10.7.10. Other Key Players
    10.7.10.1. Company Details
    10.7.10.2. Business Overview
    10.7.10.3. Component Portfolio
    10.7.10.4. Financial Insights
    10.7.10.5. Key Developments (Investments & Expansions, Merger & Acquisition, Partnership & Agreement and New Component Development)
    10.7.10.6. SWOT Analysis
    10.7.10.7. Geographic Footprint
- 11. Methodology and Data Source
  - 11.1. Methodology/Research Approach
  - 11.2. Market Size Estimation
  - 11.3. Market Breakdown and Data Triangulation
  - 11.4. Data Source
  - 11.5. Secondary Sources
  - 11.6. Primary Sources
  - 11.7. Appendix
  - 11.8. Disclaimer
List of Tables
- Table 1. Global AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 2. Global AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 3. Global AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 4. Global AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 5. Global AI In Predictive Toxicology Market Value (US$ Mn), By Region, 2019-2033
- Table 6. North America AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 7. North America AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 8. North America AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 9. North America AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 10. North America AI In Predictive Toxicology Market Value (US$ Mn), By Country, 2019-2033
- Table 11. The US AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 12. The US AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 13. The US AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 14. The US AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 15. Canada AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 16. Europe AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 17. Europe AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 18. Europe AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 19. Europe AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 20. Europe AI In Predictive Toxicology Market Value (US$ Mn), By Country, 2019-2033
- Table 21. Germany AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 22. Germany AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 23. Germany AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 24. Germany AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 25. The UK AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 26. The UK AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 27. The UK AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 28. The UK AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 29. France AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 30. France AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 31. France AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 32. France AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 33. Spain AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 34. Spain AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 35. Spain AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 36. Spain AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 37. Italy AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 38. Italy AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 39. Italy AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 40. Italy AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 41. Russia AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 42. Russia AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 43. Russia AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 44. Russia AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 45. Netherlands AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 46. Netherlands AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 47. Netherlands AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 48. Netherlands AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 49. Rest of Europe AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 50. Rest of Europe AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 51. Rest of Europe AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 52. Rest of Europe AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 53. Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 54. Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 55. Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 56. Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 57. Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Country, 2019-2033
- Table 58. China AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 59. China AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 60. China AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 61. China AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 62. India AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 63. India AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 64. India AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 65. India AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 66. Japan AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 67. Japan AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 68. Japan AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 69. Japan AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 70. South Korea AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 71. South Korea AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 72. South Korea AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 73. South Korea AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 74. New Zealand AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 75. New Zealand AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 76. New Zealand AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 77. New Zealand AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 78. Singapore AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 79. Singapore AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 80. Singapore AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 81. Singapore AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 82. Thailand AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 83. Thailand AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 84. Thailand AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 85. Thailand AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 86. Vietnam AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 87. Vietnam AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 88. Vietnam AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 89. Vietnam AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 90. Rest of Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 91. Rest of Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 92. Rest of Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 93. Rest of Asia Pacific AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 94. Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 95. Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 96. Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 97. Latin America AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 98. Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Country, 2019-2033
- Table 99. Brazil AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 100. Brazil AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 101. Brazil AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 102. Brazil AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 103. Mexico AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 104. Mexico AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 105. Mexico AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 106. Mexico AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 107. Rest of Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 108. Rest of Latin America AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 109. Rest of Latin AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 110. Rest of Latin AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 111. Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 112. Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 113. Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 114. Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 115. Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Country, 2019-2033
- Table 116. South Africa AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 117. South Africa AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 118. South Africa AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 119. South Africa AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 120. Saudi Arabia AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 121. Saudi Arabia AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 122. Saudi Arabia AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 123. Saudi Arabia AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 124. UAE AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 125. UAE AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 126. UAE AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 127. UAE AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
- Table 128. Rest of Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Component, 2019-2033
- Table 129. Rest of Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Technology, 2019-2033
- Table 130. Rest of Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By Toxicity Endpoints, 2019-2033
- Table 131. Rest of Middle East & Africa AI In Predictive Toxicology Market Value (US$ Mn), By End User, 2019-2033
List of Figures
- Figure 1. Global AI In Predictive Toxicology Market Snapshot: Market Value (US$ Mn), 2019-2033
- Figure 2. Opportunity Map
- Figure 3. Opportunity Orbit
- Figure 4. Regional Market Share and BPS Analysis in AI In Predictive Toxicology Market
- Figure 5. Global AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 6. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 7. Global AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 8. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 9. Global AI In Predictive Toxicology Market Analysis, By Toxicity Endpoints, 2019, 2023 and 2032
- Figure 10. Global AI In Predictive Toxicology Market Attractiveness Analysis, By Toxicity Endpoints
- Figure 11. Global AI In Predictive Toxicology Market Analysis, By End User, 2019, 2023 and 2032
- Figure 12. Global AI In Predictive Toxicology Market Attractiveness Analysis, By End User
- Figure 13. North America AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 14. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 15. North America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 16. North America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 17. North America AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 18. North America AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 19. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 20. North America AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 21. North America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 22. North America AI In Predictive Toxicology Market Analysis, By Country, 2019, 2023 and 2032
- Figure 23. North America AI In Predictive Toxicology Market Attractiveness Analysis, By Country
- Figure 24. Europe AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 25. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 26. Europe AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 27. Europe AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints
- Figure 28. Europe AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 29. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 30. Europe AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 31. Europe AI In Predictive Toxicology Market (US$ Mn), by End User
- Figure 32. Europe AI In Predictive Toxicology Market Analysis, By Country, 2019, 2023 and 2032
- Figure 33. Europe AI In Predictive Toxicology Market Attractiveness Analysis, By Country
- Figure 34. Asia Pacific AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 35. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 36. Asia Pacific AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 37. Asia Pacific AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints
- Figure 38. Asia Pacific AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 39. Asia Pacific AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 40. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 41. Asia Pacific AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 42. Asia Pacific AI In Predictive Toxicology Market Analysis, By Country, 2019, 2023 and 2032
- Figure 43. Asia Pacific AI In Predictive Toxicology Market Attractiveness Analysis, By Country
- Figure 44. Latin America AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 45. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 46. Latin America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 47. Latin America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints
- Figure 48. Latin America AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 49. Latin America AI In Predictive Toxicology Market (US$ Mn), by End User
- Figure 50. Latin America AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 51. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 52. Latin America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints,2019-2033
- Figure 53. Latin America AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints
- Figure 54. Latin America AI In Predictive Toxicology Market Analysis, By Country, 2019, 2023 and 2032
- Figure 55. Latin America AI In Predictive Toxicology Market Attractiveness Analysis, By Country
- Figure 56. Middle East & Africa AI In Predictive Toxicology Market Analysis, By Component, 2019, 2023 and 2032
- Figure 57. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Component
- Figure 58. Middle East & Africa AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints, 2019-2033
- Figure 59. Middle East & Africa AI In Predictive Toxicology Market (US$ Mn), by Toxicity Endpoints
- Figure 60. Middle East & Africa AI In Predictive Toxicology Market (US$ Mn), by End User, 2019-2033
- Figure 61. Middle East & Africa AI In Predictive Toxicology Market Analysis, By Technology, 2019, 2023 and 2032
- Figure 62. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Technology
- Figure 63. Middle East & Africa AI In Predictive Toxicology Market (US$ Mn), by End User
- Figure 64. Middle East & Africa AI In Predictive Toxicology Market Analysis, By Country, 2019, 2023 and 2032
- Figure 65. Middle East & Africa AI In Predictive Toxicology Market Attractiveness Analysis, By Country
- Benevolent AI
- Berg Health
- Biovista
- Cyclica
- Exscientia PLC
- Insilico Medicine
- Instem plc
- Lhasa Limited
- Recursion Pharmaceuticals
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