세계의 예측 독성학용 인공지능(AI) 시장 : 기회와 전략(-2034년)

Artificial intelligence (AI) in predictive toxicology refers to the use of machine learning, deep learning, and data analytics to predict the toxic effects of chemicals, drugs, and environmental substances on human health and biological systems. The primary purpose of artificial intelligence (AI) in predictive toxicology is to enhance the speed, accuracy, and efficiency of toxicity assessment while reducing ethical and financial burdens. It enables early identification of hazardous compounds, supports safer drug and chemical development, and improves regulatory decision-making through data-driven toxicity prediction.

The global artificial intelligence (AI) in predictive toxicology market reached a value of nearly $495.44 million in 2024, having grown at a compound annual growth rate (CAGR) of 30.62% since 2019. The market is expected to grow from $495.44 million in 2024 to $1,788.49 million in 2029 at a rate of 29.27%. The market is then expected to grow at a CAGR of 27.61% from 2029 and reach $6,051.34 million in 2034.

Rise In Demand For Precision Medicine

During the historic period, the artificial intelligence (AI) in predictive toxicology market was significantly driven by the rise in demand for precision medicine. Precision medicine emphasizes tailored treatments based on individual genetic profiles, necessitating advanced technologies for accurate diagnostics and personalized therapeutic strategies. AI-powered predictive toxicology tools have become integral in this paradigm, enabling the analysis of vast datasets to predict adverse drug reactions and optimize drug development processes. For instance, in October 2022, the Personalized Medicine Coalition, a US-based organization that represents scientists, patients and providers, promoting the understanding and adoption of personalized medicine to benefit patients and the healthcare system, estimated that more than 75,000 genetic testing products and 300 personalized medicines are on the market for people with multiple types of cancers, genetic rare diseases and a range of chronic and infectious diseases. Therefore, the rise in demand for precision medicine propelled the growth of the artificial intelligence (AI) in chip design market.

Launch Of AI-Driven Risk Assessment Platform To Enhance Drug Safety Predictions

Major companies in the artificial intelligence (AI) in predictive toxicology market are focusing on the development of AI-driven risk-assessment tools aimed at improving early-stage drug safety predictions. These innovations aim to reduce dependency on animal testing, accelerate the transition to clinical trials, and enhance decision-making in drug discovery. For instance, in September 2025, GATC Health, a US based technology company revolutionizing drug discovery and development, unveiled Derisq, an AI-driven platform introduced at Fierce Biotech Week 2025, that is designed to streamline the early stages of drug development by providing accurate toxicity predictions. The platform seeks to identify safety and off target risks early, thereby reducing the time, cost, and uncertainty associated with traditional preclinical testing. By offering actionable insights grounded in AI analysis, GATC Health aims to empower researchers, investors, and pharmaceutical developers with enhanced predictive confidence and efficiency in both domestic and global markets.

The global artificial intelligence (AI) in predictive toxicology market is fairly fragmented, with a large number of small players operating in the market. The top 10 competitors in the market made up 17.72% of the total market in 2024.

Artificial Intelligence (AI) In Predictive Toxicology Global Market Opportunities And Strategies To 2034 from The Business Research Company provides the strategists; marketers and senior management with the critical information they need to assess the global artificial intelligence (AI) in predictive toxicology market as it emerges from the COVID-19 shut down.

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Where is the largest and fastest-growing market for artificial intelligence (AI) in predictive toxicology? How does the market relate to the overall economy; demography and other similar markets? What forces will shape the market going forward? The generative artificial intelligence (AI) in predictive toxicology market global report from The Business Research Company answers all these questions and many more.

The report covers market characteristics; size and growth; segmentation; regional and country breakdowns; competitive landscape; market shares; trends and strategies for this market. It traces the market's history and forecasts market growth by geography. It places the market within the context of the wider artificial intelligence (AI) in predictive toxicology market; and compares it with other markets.

The report covers the following chapters

• Introduction And Market Characteristics - Brief introduction to the segmentations covered in the market, definitions and explanations about the segment by component, by technology, by toxicity endpoints and by end user.
• Key Trends - Highlights the major trends shaping the global market. This section also highlights likely future developments in the market.
• Growth Analysis And Strategic Analysis Framework- Analysis on PESTEL, end use industries, market growth rate, global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods, forecast growth contributors and total addressable market (TAM)
• Global Market Size And Growth - Global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods.
• Regional And Country Analysis - Historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison by region and country.
• Market Segmentation - Contains the market values (2019-2024) (2024-2029, 2034F) and analysis for each segment by component, by technology, by toxicity endpoints and by end user in the market. Historic (2019-2024) and forecast (2024-2029) and (2029-2034) market values and growth and market share comparison by region market.
• Regional Market Size And Growth - Regional market size (2024), historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison of countries within the region. This report includes information on all the regions Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa and major countries within each region.
• Competitive Landscape - Details on the competitive landscape of the market, estimated market shares and company profiles of the leading players.
• Other Major And Innovative Companies - Details on the company profiles of other major and innovative companies in the market.
• Competitive Benchmarking- Briefs on the financials comparison between major players in the market.
• Competitive Dashboard- Briefs on competitive dashboard of major players.
• Key Mergers And Acquisitions- Information on recent mergers and acquisitions in the market covered in the report. This section gives key financial details of mergers and acquisitions, which have shaped the market in recent years.
• Recent Developments- Information on recent developments in the market covered in the report.
• Market Opportunities And Strategies- Describes market opportunities and strategies based on findings of the research, with information on growth opportunities across countries, segments and strategies to be followed in those markets.
• Conclusions And Recommendations- This section includes recommendations for artificial intelligence (AI) in predictive toxicology providers in terms of product/service offerings geographic expansion, marketing strategies and target groups.
• Appendix- This section includes details on the NAICS codes covered, abbreviations and currencies codes used in this report.

Markets Covered:

• 1) By Component: Solution; Services
• 2) By Technology: Machine Learning; Natural Language Processing; Computer Vision; Other Technologies
• 3) By Toxicity Endpoints: Genotoxicity; Hepatotoxicity; Neurotoxicity; Cardiotoxicity; Other Toxicity Endpoints
• 4) By End User: Pharmaceutical And Biotechnology Companies; Chemical And Cosmetics; Contract Research Organizations; Other End Users
• Companies Mentioned: Simulations Plus Inc.; Certara Inc.; Schrodinger Inc.; Merative LP (formerly IBM Watson Health); BIOVIA (a Dassault Systemes company)
• Countries: China; Australia; India; Indonesia; Japan; South Korea; USA; Canada; Brazil; France; Germany; UK; Italy; Spain; Russia
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time-series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets; GDP proportions; expenditure per capita; artificial intelligence (AI) in predictive toxicology indicators comparison.
• Data segmentations: country and regional historic and forecast data; market share of competitors; market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.

Table of Contents

1 Executive Summary

• 1.1 Artificial Intelligence (AI) In Predictive Toxicology - Market Attractiveness And Macro Economic Landscape

2 Table Of Contents

3 List Of Tables

4 List Of Figures

5 Report Structure

6 Market Characteristics

• 6.1 General Market Definition
• 6.2 Summary
• 6.3 Artificial Intelligence (AI) In Predictive Toxicology Market Definition And Segmentations
• 6.4 Market Segmentation By Component
  • 6.4.1 Solutions
  • 6.4.2 Services
• 6.5 Market Segmentation By Technology
  • 6.5.1 Machine Learning
  • 6.5.2 Natural Language Processing
  • 6.5.3 Computer Vision
  • 6.5.4 Other Technologies
• 6.6 Market Segmentation By Toxicity Endpoints
  • 6.6.1 Genotoxicity
  • 6.6.2 Hepatotoxicity
  • 6.6.3 Neurotoxicity
  • 6.6.4 Cardiotoxicity
  • 6.6.5 Other Toxicity Endpoints
• 6.7 Market Segmentation By End User
  • 6.7.1 Pharmaceutical and Biotechnology Companies
  • 6.7.2 Chemical and Cosmetics
  • 6.7.3 Contract Research Organizations (CROs)
  • 6.7.4 Other End Users

7 Major Market Trends

• 7.1 Launch Of AI-Driven Risk Assessment Platform To Enhance Drug Safety Predictions
• 7.2 Introduction Of AI-Powered Modules For Predicting Combination Regimen Efficacy In Cancer Treatment
• 7.3 Development Of AI-Powered Platforms To Replace Animal Testing In Toxicology Studies
• 7.4 Expansion Of AI-Driven Digital Pathology Collaborations For Toxicologic Research
• 7.5 Expansion Of Predictive-Toxicology Platforms To Anticipate Off-Target Risks In Drug Discovery
• Integration Of AI-Driven Toxicity Platforms With Digital Lab Management Systems 43

8 Global Artificial Intelligence (AI) In Predictive Toxicology Growth Analysis And Strategic Analysis Framework

• 8.1 Global Artificial Intelligence (AI) In Predictive Toxicology PESTEL Analysis
  • 8.1.1 Political
  • 8.1.2 Economic
  • 8.1.3 Social
  • 8.1.4 Technological
  • 8.1.5 Environmental
  • 8.1.6 Legal
• 8.2 Analysis Of End Users (B2B)
  • 8.2.1 Pharmaceutical And Biotechnology Companies
  • 8.2.2 Chemical And Cometics
  • 8.2.3 Contract Research Organizations
  • 8.2.4 Other End Users
• 8.3 Global Artificial Intelligence (AI) In Predictive Toxicology Market Growth Rate Analysis
• 8.4 Historic Market Growth, 2019 - 2024, Value ($ Million)
  • 8.4.1 Market Drivers 2019 - 2024
  • 8.4.2 Market Restraints 2019 - 2024
• 8.5 Forecast Market Growth, 2024 - 2029, 2034F Value ($ Million)
• 8.6 Forecast Growth Contributors/Factors
  • 8.6.1 Quantitative Growth Contributors
  • 8.6.2 Drivers
  • 8.6.3 Restraints
• 8.7 Global Artificial Intelligence (AI) In Predictive Toxicology Total Addressable Market (TAM)

9 Global Artificial Intelligence (AI) In Predictive Toxicology Market Segmentation

• 9.1 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 9.2 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 9.3 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 9.4 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 9.5 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Sub-Segmentation Of Solutions, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 9.6 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Sub-Segmentation Of Services, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

10 Artificial Intelligence (AI) In Predictive Toxicology Market, Regional and Country Analysis

• 10.1 Global Artificial Intelligence (AI) In Predictive Toxicology Market, By Region, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 10.2 Global Artificial Intelligence (AI) In Predictive Toxicology Market, By Country, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

11 Asia-Pacific Market

• 11.1 Summary
• 11.2 Market Overview
  • 11.2.1 Region Information
  • 11.2.2 Market Information
  • 11.2.3 Background Information
  • 11.2.4 Government Initiatives
  • 11.2.5 Regulations
  • 11.2.6 Regulatory Bodies
  • 11.2.7 Major Associations
  • 11.2.8 Taxes Levied
  • 11.2.9 Corporate Tax Structure
  • 11.2.10 Investments
  • 11.2.11 Major Companies
• 11.3 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.4 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.5 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.6 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
• 11.7 China Market
• 11.8 Summary
• 11.9 Market Overview
  • 11.9.1 Country Information
  • 11.9.2 Market Information
  • 11.9.3 Background Information
  • 11.9.4 Government Initiatives
  • 11.9.5 Regulations
  • 11.9.6 Regulatory Bodies
  • 11.9.7 Major Associations
  • 11.9.8 Taxes Levied
  • 11.9.9 Corporate Tax Structure
  • 11.9.10 Major Companies
• 11.10 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.11 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.12 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.13 India Market
• 11.14 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.15 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.16 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.17 Japan Market
• 11.18 Summary
• 11.19 Market Overview
  • 11.19.1 Country Information
  • 11.19.2 Market Information
  • 11.19.3 Background Information
  • 11.19.4 Government Initiatives
  • 11.19.5 Regulations
  • 11.19.6 Regulatory Bodies
  • 11.19.7 Major Associations
  • 11.19.8 Taxes Levied
  • 11.19.9 Corporate Tax Structure
  • 11.19.10 Investments
  • 11.19.11 Major Companies
• 11.20 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.21 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.22 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.23 South Korea Market
• 11.24 Summary
• 11.25 Market Overview
  • 11.25.1 Country Information
  • 11.25.2 Market Information
  • 11.25.3 Background Information
  • 11.25.4 Government Initiatives
  • 11.25.5 Regulations
  • 11.25.6 Regulatory Bodies
  • 11.25.7 Major Associations
  • 11.25.8 Taxes Levied
  • 11.25.9 Corporate Tax Structure
  • 11.25.10 Major Companies
• 11.26 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.27 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.28 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.29 Australia Market
• 11.30 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.31 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.32 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.33 Indonesia Market
• 11.34 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.35 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 11.36 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

12 Western Europe Market

• 12.1 Summary
• 12.2 Market Overview
  • 12.2.1 Region Information
  • 12.2.2 Market Information
  • 12.2.3 Background Information
  • 12.2.4 Government Initiatives
  • 12.2.5 Regulations
  • 12.2.6 Regulatory Bodies
  • 12.2.7 Major Associations
  • 12.2.8 Taxes Levied
  • 12.2.9 Corporate tax structure
  • 12.2.10 Investments
  • 12.2.11 Major Companies
• 12.3 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.4 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.5 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.6 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
• 12.7 UK Market
• 12.8 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.9 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.10 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.11 Germany Market
• 12.12 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.13 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.14 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.15 France Market
• 12.16 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.17 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.18 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.19 Italy Market
• 12.20 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.21 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.22 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.23 Spain Market
• 12.24 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.25 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 12.26 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

13 Eastern Europe Market

• 13.1 Summary
• 13.2 Market Overview
  • 13.2.1 Region Information
  • 13.2.2 Market Information
  • 13.2.3 Background Information
  • 13.2.4 Government Initiatives
  • 13.2.5 Regulations
  • 13.2.6 Regulatory Bodies
  • 13.2.7 Major Associations
  • 13.2.8 Taxes Levied
  • 13.2.9 Corporate Tax Structure
  • 13.2.10 Investments
  • 13.2.11 Major Companies
• 13.3 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 13.4 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 13.5 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 13.6 Russia Market
• 13.7 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 13.8 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 13.9 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

14 North America Market

• 14.1 Summary
• 14.2 Market Overview
  • 14.2.1 Region Information
  • 14.2.2 Market Information
  • 14.2.3 Background Information
  • 14.2.4 Government Initiatives
  • 14.2.5 Regulations
  • 14.2.6 Regulatory Bodies
  • 14.2.7 Major Associations
  • 14.2.8 Taxes Levied
  • 14.2.9 Corporate Tax Structure
  • 14.2.10 Investments
  • 14.2.11 Major Companies
• 14.3 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.4 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.5 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.6 North America Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
• 14.7 USA Market
• 14.8 Summary
• 14.9 Market Overview
  • 14.9.1 Country Information
  • 14.9.2 Market Information
  • 14.9.3 Background Information
  • 14.9.4 Government Initiatives
  • 14.9.5 Regulations
  • 14.9.6 Regulatory Bodies
  • 14.9.7 Major Associations
  • 14.9.8 Taxes Levied
  • 14.9.9 Corporate Tax Structure
  • 14.9.10 Investments
  • 14.9.11 Major Companies
• 14.10 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.11 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.12 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.13 Canada Market
• 14.14 Summary
• 14.15 Market Overview
  • 14.15.1 Country Information
  • 14.15.2 Market Information
  • 14.15.3 Background Information
  • 14.15.4 Government Initiatives
  • 14.15.5 Regulations
  • 14.15.6 Regulatory Bodies
  • 14.15.7 Major Associations
  • 14.15.8 Taxes Levied
  • 14.15.9 Corporate Tax Structure
  • 14.15.10 Major Companies
• 14.16 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.17 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 14.18 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

15 South America Market

• 15.1 Summary
• 15.2 Market Overview
  • 15.2.1 Region Information
  • 15.2.2 Market Information
  • 15.2.3 Background Information
  • 15.2.4 Government Initiatives
  • 15.2.5 Regulations
  • 15.2.6 Regulatory Bodies
  • 15.2.7 Major Associations
  • 15.2.8 Taxes Levied
  • 15.2.9 Corporate Tax Structure
  • 15.2.10 Major Companies
• 15.3 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 15.4 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 15.5 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 15.6 Brazil Market
• 15.7 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 15.8 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 15.9 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

16 Middle East Market

• 16.1 Summary
• 16.2 Market Overview
  • 16.2.1 Region Information
  • 16.2.2 Market Information
  • 16.2.3 Background Information
  • 16.2.4 Government Initiatives
  • 16.2.5 Regulations
  • 16.2.6 Regulatory Bodies
  • 16.2.7 Major Associations
  • 16.2.8 Taxes Levied
  • 16.2.9 Corporate Tax Structure
  • 16.2.10 Major Companies
• 16.3 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 16.4 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 16.5 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

17 Africa Market

• 17.1 Summary
• 17.2 Market Overview
  • 17.2.1 Region Information
  • 17.2.2 Market Information
  • 17.2.3 Background Information
  • 17.2.4 Government Initiatives
  • 17.2.5 Regulations
  • 17.2.6 Regulatory Bodies
  • 17.2.7 Major Associations
  • 17.2.8 Taxes Levied
  • 17.2.9 Corporate Tax Structure
  • 17.2.10 Major Companies
• 17.3 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 17.4 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
• 17.5 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)

18 Competitive Landscape And Company Profiles

• 18.1 Company Profiles
• 18.2 Simulations Plus Inc
  • 18.2.1 Company Overview
  • 18.2.2 Products And Services
  • 18.2.3 Business Strategy
  • 18.2.4 Financial Overview
• 18.3 Certara Inc
  • 18.3.1 Company Overview
  • 18.3.2 Products And Services
  • 18.3.3 Business Strategy
  • 18.3.4 Financial Overview
• 18.4 Schrodinger Inc
  • 18.4.1 Company Overview
  • 18.4.2 Products And Services
  • 18.4.3 Business Strategy
  • 18.4.4 Financial Overview
• 18.5 Merative LP (formerly IBM Watson Health)
  • 18.5.1 Company Overview
  • 18.5.2 Products And Services
  • 18.5.3 Business Strategy
  • 18.5.4 Financial Overview
• 18.6 BIOVIA (a Dassault Systemes company)
  • 18.6.1 Company Overview
  • 18.6.2 Products And Services
  • 18.6.3 Business Strategy
  • 18.6.4 Financial Overview

19 Other Major And Innovative Companies

• 19.1 Cyprotex
  • 19.1.1 Company Overview
  • 19.1.2 Products And Services
• 19.2 Evalueserve Holding AG
  • 19.2.1 Company Overview
  • 19.2.2 Products And Services
• 19.3 Recursion Pharmaceuticals Inc.
  • 19.3.1 Company Overview
  • 19.3.2 Products And Services
• 19.4 Eurofins Scientific SE
  • 19.4.1 Company Overview
  • 19.4.2 Products And Services
• 19.5 Charles River Laboratories International
  • 19.5.1 Company Overview
  • 19.5.2 Products And Services
• 19.6 Insilico Medicine
  • 19.6.1 Company Overview
  • 19.6.2 Products And Services
• 19.7 Berg Health
  • 19.7.1 Company Overview
  • 19.7.2 Products And Services
• 19.8 Atomwise Inc.
  • 19.8.1 Company Overview
  • 19.8.2 Products And Services
• 19.9 AIRA Matrix Pvt. Ltd.
  • 19.9.1 Company Overview
  • 19.9.2 Products And Services
• 19.10 ScitoVation LLC
  • 19.10.1 Company Overview
  • 19.10.2 Products And Services
• 19.11 Molecular Devices LLC
  • 19.11.1 Company Overview
  • 19.11.2 Products And Services
• 19.12 Biovista Inc.
  • 19.12.1 Company Overview
  • 19.12.2 Products And Services
• 19.13 MultiCASE Inc.
  • 19.13.1 Company Overview
  • 19.13.2 Products And Services
• 19.14 Lhasa Limited
  • 19.14.1 Company Overview
  • 19.14.2 Products And Services
• 19.15 BenevolentAI
  • 19.15.1 Company Overview
  • 19.15.2 Products And Services

20 Competitive Benchmarking

21 Competitive Dashboard

22 Mergers And Acquisitions

• 22.1 Certara, Inc. Acquired Chemaxon Ltd.

23 Recent Developments In Artificial Intelligence (AI) In Predictive Toxicology

• 23.1 Advanced AI- and Machine Learning-Powered Platforms Driving Predictive Toxicology Innovation
• 23.2 Advancement of AI-Powered Tools for Chemical Safety Assessment

24 Opportunities And Strategies

• 24.1 Global Artificial Intelligence (AI) In Predictive Toxicology Market In 2029 - Countries Offering Most New Opportunities
• 24.2 Global Artificial Intelligence (AI) In Predictive Toxicology Market In 2029 - Segments Offering Most New Opportunities
• 24.3 Global Artificial Intelligence (AI) In Predictive Toxicology Market In 2029 - Growth Strategies
  • 24.3.1 Market Trend Based Strategies
  • 24.3.2 Competitor Strategies

25 Artificial Intelligence (AI) In Predictive Toxicology Market, Conclusions And Recommendations

• 25.1 Conclusions
• 25.2 Recommendations
  • 25.2.1 Product
  • 25.2.2 Place
  • 25.2.3 Price
  • 25.2.4 Promotion
  • 25.2.5 People

26 Appendix

• 26.1 Geographies Covered
• 26.2 Market Data Sources
• 26.3 Research Methodology
• 26.4 Currencies
• 26.5 The Business Research Company
• 26.6 Copyright and Disclaimer