Artificial Intelligence (AI) In Predictive Toxicology Global Market Report 2024

Description

Artificial Intelligence (AI) in predictive toxicology entails leveraging AI techniques to analyze biological, chemical, and environmental data, predicting the potential toxicity of chemicals and compounds. Its application expedites chemical safety assessments, forecasts drug toxicity, and facilitates the prioritization of chemicals for further testing.

The primary components of AI in predictive toxicology encompass solutions and services. Solutions comprise software platforms or systems engineered to analyze data and forecast toxicological outcomes. These solutions employ advanced algorithms and models to evaluate the potential risks of chemical compounds, providing comprehensive tools for toxicity prediction and risk assessment. They play a crucial role in aiding drug development and evaluating chemical safety. Incorporating various technologies such as machine learning, natural language processing, and computer vision, these solutions cater to diverse toxicity endpoint applications including genotoxicity, hepatotoxicity, neurotoxicity, and cardiotoxicity. These are utilized across various sectors including pharmaceutical and biotechnology firms, chemical and cosmetics companies, and contract research organizations.

The artificial intelligence (AI) in predictive toxicology research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in predictive toxicology market statistics, including the artificial intelligence (AI) in predictive toxicology industry's global market size, regional shares, competitors with an artificial intelligence (AI) in predictive toxicology market share, detailed artificial intelligence (AI) in predictive toxicology market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in predictive toxicology industry. This artificial intelligence (AI) in predictive toxicology market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI) in predictive toxicology market size has grown exponentially in recent years. It will grow from $0.38 billion in 2023 to $0.50 billion in 2024 at a compound annual growth rate (CAGR) of 30.3%. The expansion observed in the historical period can be attributed to several factors. These include escalating regulatory pressure for toxicity assessment, heightened awareness and concerns regarding chemical safety, the accessibility of extensive datasets for model training purposes, mounting expenses and ethical considerations associated with animal testing practices, and a growing demand for swifter and more economical toxicity screening methods.

The artificial intelligence (AI) in predictive toxicology market size is expected to see exponential growth in the next few years. It will grow to $1.41 billion in 2028 at a compound annual growth rate (CAGR) of 29.9%. Anticipated growth in the forecast period is driven by several factors, including the emergence of explainable AI in toxicology predictions, increased demand for personalized toxicity assessments, regulatory acceptance of AI-based predictions, expanding outsourcing services, and broader AI applications in drug development. Key trends include a shift to 3D cell culture models, federated learning for collaborative prediction, generative models for toxicity pathway prediction, natural language processing for data extraction, and growth in virtual screening platforms.

The increasing demand for efficient and ethical drug discovery processes is poised to propel the growth of the artificial intelligence (AI) in predictive toxicology market in the foreseeable future. Drug discovery, a complex and dynamic process, involves the systematic exploration, synthesis, and evaluation of chemical compounds to identify potential therapeutic agents for alleviating diseases and enhancing overall well-being. Efficient and ethical drug discovery processes prioritize responsible research practices and leverage advanced technologies to develop new therapeutic agents. This demand is driven by the rising prevalence of chronic diseases, the growing trend towards personalized medicine, and an increased incidence of age-related diseases. Artificial intelligence (AI) in predictive toxicology enhances drug discovery processes by efficiently analyzing extensive datasets to predict potential toxicological outcomes, thereby accelerating drug development while ensuring adherence to ethical standards. For example, according to the European Federation of Pharmaceutical Industries and Associations (EFPIA), the total pharmaceutical R&D expenditure in Europe reached $49,500 million (€44,500 million) in 2022, marking a 6.45% increase from $46,500 million (€42,533 million) in 2021. Consequently, the escalating demand for efficient and ethical drug discovery processes drives the growth of the artificial intelligence (AI) in predictive toxicology market.

Major players in the artificial intelligence (AI) predictive toxicology market are embracing strategic collaboration approaches to enhance their market presence and foster innovation. These collaborations aim to leverage AI and machine learning techniques to improve the prediction and assessment of the toxicity of chemical compounds and pharmaceuticals. For instance, in January 2024, SyntheticGestalt, a UK-based AI research and development company specializing in AI drug discovery solutions, partnered with Enamine, a Ukraine-based provider of chemical building blocks, screening compounds, and integrated drug discovery services. Together, they aim to develop a set of AI models facilitating the generation of synthetically accessible biologically active compounds and optimizing their physicochemical and ADME or Tox (Absorption, Distribution, Metabolism, and Excretion or Toxicity) properties. SyntheticGestalt will integrate Enamine's extensive Enamine REAL database, containing 38 billion molecules, into its Drug Discovery Service, utilizing proprietary AI models to predict the physicochemical and ADME or Tox properties of compounds and suggest improved alternative compounds for those with issues. Through these collaborative efforts, SyntheticGestalt and Enamine aim to advance drug discovery processes and cater to both academic users and pharmaceutical companies with their innovative services.

In August 2021, Clarivate, a UK-based company specializing in insights and analytics services, successfully acquired Bioinfogate for an undisclosed sum. This strategic acquisition marks a significant expansion of Clarivate's portfolio through the integration of the OFF-X portal. This inclusion enhances access to superior drug toxicity data, streamlines processes, and reinforces Clarivate's position in the life sciences sector. The move signifies a substantial progression in meeting the escalating demand for artificial intelligence in predictive toxicology solutions. Bioinfogate, headquartered in Spain, is actively involved in the development of predictive and AI models for drug discovery, with a specific focus on toxicity and safety aspects.

Major companies operating in the artificial intelligence (ai) in predictive toxicology market are Laboratory Corporation of America Holdings (LabCorp), Eurofins Scientific SE, Wuxi AppTec, Charles River Laboratories International, Medidata Solutions Inc., Certara Inc., Schrodinger, Merative L.P., Molecular Devices LLC, Envigo (Inotiv Inc.), Instem plc, Simulations Plus, Cyprotex, Recursion Pharmaceuticals, Exscientia PLC, BIOVIA Corporation, Lhasa Limited, Chemaxon Ltd., Insilico Medicine Inc., Algorithme Pharma, CiToxLAB, ArisGlobal, Benevolent AI, Berg Health, Cyclica Therapeutics Inc., Celsius Therapeutics, Biovista Inc., BioTeam Inc.

North America was the largest region in the artificial intelligence (AI) in predictive toxicology market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence (ai) in predictive toxicology market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the artificial intelligence (ai) in predictive toxicology market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

Artificial intelligence (AI) in predictive toxicology market includes revenues earned by entities by providing services such as toxicity prediction modeling, risk assessment, chemical prioritization, and toxicity data analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI) In Predictive Toxicology Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (AI) in predictive toxicology market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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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 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 historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

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: Laboratory Corporation of America Holdings (LabCorp); Eurofins Scientific SE; Wuxi AppTec; Charles River Laboratories International; Medidata Solutions Inc.
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
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,
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.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r16977

1. Executive Summary

2. Artificial Intelligence (AI) In Predictive Toxicology Market Characteristics

3. Artificial Intelligence (AI) In Predictive Toxicology Market Trends And Strategies

4. Artificial Intelligence (AI) In Predictive Toxicology Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence (AI) In Predictive Toxicology Market Size and Growth

5.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Artificial Intelligence (AI) In Predictive Toxicology Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Artificial Intelligence (AI) In Predictive Toxicology Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence (AI) In Predictive Toxicology Market Segmentation

6.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Solution
Services
6.2. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Machine Learning
Natural Language Processing
Computer Vision
Other Technologies
6.3. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Genotoxicity
Hepatotoxicity
Neurotoxicity
Cardiotoxicity
Other Toxicity Endpoints
6.4. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Pharmaceutical And Biotechnology Companies
Chemical And Cosmetics
Contract Research Organizations
Other End Users

7. Artificial Intelligence (AI) In Predictive Toxicology Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market

8.1. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence (AI) In Predictive Toxicology Market

9.1. China Artificial Intelligence (AI) In Predictive Toxicology Market Overview
9.2. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence (AI) In Predictive Toxicology Market

10.1. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence (AI) In Predictive Toxicology Market

11.1. Japan Artificial Intelligence (AI) In Predictive Toxicology Market Overview
11.2. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence (AI) In Predictive Toxicology Market

12.1. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market

13.1. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market

14.1. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market Overview
14.2. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market

15.1. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market Overview
15.2. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence (AI) In Predictive Toxicology Market

16.1. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence (AI) In Predictive Toxicology Market

17.1. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence (AI) In Predictive Toxicology Market

18.1. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence (AI) In Predictive Toxicology Market

19.1. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence (AI) In Predictive Toxicology Market

20.1. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market

21.1. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market Overview
21.2. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence (AI) In Predictive Toxicology Market

22.1. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence (AI) In Predictive Toxicology Market

23.1. North America Artificial Intelligence (AI) In Predictive Toxicology Market Overview
23.2. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence (AI) In Predictive Toxicology Market

24.1. USA Artificial Intelligence (AI) In Predictive Toxicology Market Overview
24.2. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence (AI) In Predictive Toxicology Market

25.1. Canada Artificial Intelligence (AI) In Predictive Toxicology Market Overview
25.2. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence (AI) In Predictive Toxicology Market

26.1. South America Artificial Intelligence (AI) In Predictive Toxicology Market Overview
26.2. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market

27.1. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market

28.1. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market Overview
28.2. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence (AI) In Predictive Toxicology Market

29.1. Africa Artificial Intelligence (AI) In Predictive Toxicology Market Overview
29.2. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Landscape
30.2. Artificial Intelligence (AI) In Predictive Toxicology Market Company Profiles
- 30.2.1. Laboratory Corporation of America Holdings (LabCorp)
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Eurofins Scientific SE
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. Wuxi AppTec
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Charles River Laboratories International
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Medidata Solutions Inc.
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Artificial Intelligence (AI) In Predictive Toxicology Market Other Major And Innovative Companies

31.1. Certara Inc.
31.2. Schrodinger
31.3. Merative L.P.
31.4. Molecular Devices LLC
31.5. Envigo (Inotiv Inc.)
31.6. Instem plc
31.7. Simulations Plus
31.8. Cyprotex
31.9. Recursion Pharmaceuticals
31.10. Exscientia PLC
31.11. BIOVIA Corporation
31.12. Lhasa Limited
31.13. Chemaxon Ltd.
31.14. Insilico Medicine Inc.
31.15. Algorithme Pharma

32. Global Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Benchmarking

33. Global Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Predictive Toxicology Market

35. Artificial Intelligence (AI) In Predictive Toxicology Market Future Outlook and Potential Analysis

35.1 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer