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

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

Artificial Intelligence (AI) In Predictive Toxicology Global Market Report 2024 – By Component (Solution, Services), By Technology (Machine Learning, Natural Language Processing, Computer Vision, Other Technologies), By Toxicity Endpoints (Genotoxicity, Hepatotoxicity, Neurotoxicity, Cardiotoxicity, Other Toxicity Endpoints), By End User (Pharmaceutical And Biotechnology Companies, Chemical And Cosmetics, Contract Research Organizations, Other End Users) – Market Size, Trends, And Global Forecast 2024-2033

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

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

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Artificial Intelligence (AI) In Predictive Toxicology Market Definition

Artificial intelligence (AI) in predictive toxicology refers to the use of artificial intelligence techniques to analyze biological, chemical, and environmental data to predict the potential toxicity of chemicals and compounds. It is used to expedite chemical safety assessments, predict drug toxicity, and prioritize chemicals for further testing.

The main components of artificial intelligence (AI) in predictive toxicology include solutions and services. Solutions refer to software platforms or systems designed to analyze data and predict toxicological outcomes and also utilize advanced algorithms and models to assess the potential risks of chemical compounds, offering comprehensive tools for toxicity prediction and risk assessment and aiding in drug development and chemical safety evaluation. It includes several types of technologies, such as machine learning, natural language processing, computer vision, and others, which are used in several toxicity endpoint applications, including genotoxicity, hepatotoxicity, neurotoxicity, cardiotoxicity, and others. These are used by various end users, such as pharmaceutical and biotechnology companies, chemical and cosmetics companies, contract research organizations, and others.

Artificial Intelligence (AI) In Predictive Toxicology Market Segmentation

The artificial intelligence (AI) in predictive toxicology market covered in this report is segmented –

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

Global Artificial Intelligence AI In Predictive Toxicology Market Size 2023 to 2028: Graph

Artificial Intelligence (AI) In Predictive Toxicology Market Size 2024 And Growth Rate

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 growth in the historic period can be attributed to increasing regulatory pressure for toxicity assessment, growing concerns about chemical safety, availability of large datasets for model training, rising costs and ethical concerns associated with animal testing, demand for faster and more cost-effective toxicity screening methods.

Artificial Intelligence (AI) In Predictive Toxicology Market Growth Forecast

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%. The growth in the forecast period can be attributed to emergence of explainable artificial intelligence (AI) in toxicology predictions, demand for personalized toxicity assessments, regulatory acceptance and standardization of AI-based toxicity predictions, rise in predictive toxicology outsourcing services, expansion of AI applications in drug discovery and development. Major trends in the forecast period include shift towards 3D cell culture models for toxicity testing, rise of federated learning approaches for collaborative toxicity prediction, application of generative models for predicting chemical toxicity pathways, incorporation of natural language processing for extracting toxicity data from literature, growth of virtual screening platforms for prioritizing chemical testing.

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Artificial Intelligence (AI) In Predictive Toxicology Market Driver: Increasing Demand For Efficient And Ethical Drug Discovery Processes Driving AI In Predictive Toxicology Market Growth

The increasing demand for efficient and ethical drug discovery processes is expected to propel the growth of artificial intelligence (AI) in predictive toxicology market going forward. Drug discovery is an intricate and dynamic process that involves the systematic exploration, synthesis, and evaluation of chemical compounds to discover potential therapeutic agents to alleviate diseases and enhance overall well-being, while efficient and ethical drug discovery processes involve leveraging advanced technologies and prioritizing responsible research practices to develop new therapeutic agents. The demand for efficient and ethical drug discovery processes is driven by rising chronic diseases, growing trend towards personalized medicine, and an increased prevalence of age-related diseases. Artificial intelligence (AI) in predictive toxicology enhances drug discovery processes by efficiently analyzing vast datasets to predict potential toxicological outcomes, thereby accelerating drug development while ensuring ethical standards are met. For instance, in June 2023, according to the European Federation of Pharmaceutical Industries and Associations (EFPIA), a Belgium-based trade association representing the pharmaceutical industry, the total pharmaceutical R&D expenditure in Europe accounted for $49,500 million (€44,500 million) in 2022, an increase of approximately 6.45% from $46,500 million (€42,533 million) in 2021. Therefore, the increasing demand for efficient and ethical drug discovery processes is driving the growth of the artificial intelligence (AI) in predictive toxicology market.

Global Artificial Intelligence (AI) In Predictive Toxicology Market Major Players

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., Schrödinger, 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.

Global Artificial Intelligence (AI) In Predictive Toxicology Market Trend: Key Players Driving Innovation Through Strategic Collaborations In The Pharmaceutical Industry

Major companies operating in the artificial intelligence (AI) predictive toxicology market are adopting a strategic collaboration approaches to enhance market presence and 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 offering AI drug discovery solutions, partnered with Enamine, a Ukraine-based provider of chemical building blocks, screening compounds, and integrated drug discovery services, to develop a set of AI models facilitating the generation of synthetically accessible biologically active compounds, optimizing their physicochemical and ADME or Tox (Absorption, Distribution, Metabolism, and Excretion or Toxicity) properties. These models will find application in SyntheticGestalt's compound discovery endeavors, catering to both academic users and pharmaceutical companies through their services. Enamine has made its extensive Enamine REAL database, containing 38 billion molecules, available for access. SyntheticGestalt will integrate this database into its Drug Discovery Service, utilizing proprietary AI models to predict the physicochemical and ADME or Tox properties of compounds. The service will promptly suggest improved alternative compounds for those with issues.

Artificial Intelligence (AI) In Predictive Toxicology Market Merger And Acquisition: Strategic Acquisition Amplifies Portfolio And Position In Predictive Toxicology Market

In August 2021, Clarivate, a UK-based company that provides insights and analytics services acquired Bioinfogate for an undisclosed amount. This acquisition enhances Clarivate's portfolio with the OFF-X portal, leading to improved drug toxicity data, streamlined processes, and a strengthened position in the life sciences sector, signifying a significant advancement in meeting the growing demand for artificial intelligence in predictive toxicology solutions. Bioinfogate is a Spain-based company that is engaged in developing predictive and AI models for drug discovery, focusing on toxicity and safety aspects.

Regional Insights For The Global Artificial Intelligence (AI) In Predictive Toxicology Market

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.

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.

Artificial Intelligence (AI) In Predictive Toxicology Market Report Forecast and Analysis

Report Attribute	Details
Market Size Value In 2024	$0.50 billion
Revenue Forecast In 2033	$1.41 billion
Growth Rate	CAGR of 29.9% from 2024 to 2033
Base Year For Estimation	2023
Actual Estimates/Historical Data	2018-2023
Forecast Period	2024 - 2028 - 2033
Market Representation	Revenue in USD Billion and CAGR from 2024 to 2033
Segments 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
Regional Scope	Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Country Scope	The countries covered in the report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain. Additional countries that can be covered in the report for an additional fee: Bangladesh, Thailand, Vietnam, Malaysia, Singapore, Philippines, Hong Kong, New Zealand, Mexico, Chile, Argentina, Colombia, Peru, Austria, Belgium, Denmark, Finland, Ireland, Netherlands, Norway, Portugal, Sweden, Switzerland, Czech Republic, Poland, Romania, Ukraine, Saudi Arabia, Israel, Iran, Turkey, UAE, Egypt, Nigeria, South Africa.
Key Companies Profiled	Laboratory Corporation of America Holdings (LabCorp); Eurofins Scientific SE; Wuxi AppTec; Charles River Laboratories International; Medidata Solutions Inc.; Certara Inc.; Schrödinger; 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.
Customization Scope	Request for Sample
Pricing And Purchase Options	Explore Purchase Options

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. Schrödinger

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

List Of Tables

Table 1: Global Historic Market Growth, 2018-2023, $ Billion

Table 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Table 3: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 4: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 5: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 6: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 7: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 8: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 9: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 10: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 11: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 12: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 13: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 14: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 15: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 16: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 17: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 18: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 19: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 20: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 21: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 22: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 23: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 24: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 25: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 26: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 27: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 28: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 29: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 30: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 31: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 32: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 33: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 34: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 35: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 36: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 37: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 38: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 39: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 40: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 41: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 42: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 43: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 44: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 45: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 46: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 47: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 48: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 49: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 50: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 51: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 52: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 53: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 54: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 55: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 56: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 57: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 58: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 59: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 60: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 61: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 62: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 63: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 64: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 65: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 66: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 67: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 68: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 69: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 70: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 71: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 72: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 73: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 74: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Table 75: Laboratory Corporation of America Holdings (LabCorp) Financial Performance

Table 76: Eurofins Scientific SE Financial Performance

Table 77: Wuxi AppTec Financial Performance

Table 78: Charles River Laboratories International Financial Performance

Table 79: Medidata Solutions Inc. Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2018-2023, $ Billion

Figure 2: Global Forecast Market Growth, 2023-2028F, 2033F, $ Billion

Figure 3: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 4: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 5: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 6: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 7: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 8: Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 9: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 10: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 11: Asia-Pacific, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 12: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 13: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 14: China, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 15: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 16: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 17: India, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 18: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 19: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 20: Japan, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 21: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 22: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 23: Australia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 24: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 25: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 26: Indonesia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 27: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 28: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 29: South Korea, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 30: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 31: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 32: Western Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 33: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 34: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 35: UK, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 36: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 37: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 38: Germany, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 39: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 40: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 41: France, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 42: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 43: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 44: Italy, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 45: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 46: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 47: Spain, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 48: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 49: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 50: Eastern Europe, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 51: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 52: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 53: Russia, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 54: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 55: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 56: North America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 57: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 58: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 59: USA, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 60: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 61: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 62: Canada, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 63: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 64: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 65: South America, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 66: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 67: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 68: Brazil, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 69: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 70: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 71: Middle East, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 72: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 73: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 74: Africa, Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

Figure 75: Laboratory Corporation of America Holdings (LabCorp) Financial Performance

Figure 76: Eurofins Scientific SE Financial Performance

Figure 77: Wuxi AppTec Financial Performance

Figure 78: Charles River Laboratories International Financial Performance

Figure 79: Medidata Solutions Inc. Financial Performance

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Frequently Asked Questions

What is the definition of the artificial intelligence (AI) in predictive toxicology market?

How will the artificial intelligence (AI) in predictive toxicology market drivers and restraints affect the artificial intelligence (AI) in predictive toxicology market dynamics? What forces will shape the artificial intelligence (AI) in predictive toxico

The artificial intelligence (AI) in predictive toxicology market major growth driver - Increasing Demand For Efficient And Ethical Drug Discovery Processes Driving AI In Predictive Toxicology Market Growth. For further insights on the artificial intellige request a sample here

What is the forecast market size or the forecast market value of the artificial intelligence (AI) in predictive toxicology market?

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 growth in the historic period can be attributed to increasing regulatory pressure for toxicity assessment, growing concerns about chemical safety, availability of large datasets for model training, rising costs and ethical concerns associated with animal testing, demand for faster and more cost-effective 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%. The growth in the forecast period can be attributed to emergence of explainable artificial intelligence (AI) in toxicology predictions, demand for personalized toxicity assessments, regulatory acceptance and standardization of AI-based toxicity predictions, rise in predictive toxicology outsourcing services, expansion of AI applications in drug discovery and development. Major trends in the forecast period include shift towards 3D cell culture models for toxicity testing, rise of federated learning approaches for collaborative toxicity prediction, application of generative models for predicting chemical toxicity pathways, incorporation of natural language processing for extracting toxicity data from literature, growth of virtual screening platforms for prioritizing chemical testing. For further insights on the artificial intelligence (AI) in predictive toxicology market, request a sample here

How is the artificial intelligence (AI) in predictive toxicology market segmented?

The artificial intelligence (AI) in predictive toxicology market is segmented
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 UsersFor further insights on the artificial intelligence (AI) in predictive toxicology market, request a sample here

Which region has the largest share of the artificial intelligence (AI) in predictive toxicology market? What are the other regions covered in the report?

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. For further insights on the artificial intelligence (AI) in predictive toxicology market, request a sample here.

Who are the major players in the artificial intelligence (AI) in predictive toxicology market?

What are the key trends in the artificial intelligence (AI) in predictive toxicology market?

Major trend in the artificial intelligence (AI) in predictive toxicology market - Key Players Driving Innovation Through Strategic Collaborations In The Pharmaceutical Industry. For further insights on the artificial intelligence (AI) in predictive toxico request a sample here.

What are the major opportunities in the artificial intelligence (AI) in predictive toxicology market? What are the strategies for the artificial intelligence (AI) in predictive toxicology market?

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How does the artificial intelligence (AI) in predictive toxicology market relate to the overall economy and other similar markets?

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What are the latest mergers and acquisitions in the artificial intelligence (AI) in predictive toxicology industry?

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What are the key dynamics influencing the artificial intelligence (AI) in predictive toxicology market growth? SWOT analysis of the artificial intelligence (AI) in predictive toxicology market.

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