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

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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 And Segments

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.

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

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.

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.

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.

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.

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.

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 Scope
Report AttributeDetails
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 Australia; China; India; Indonesia; Japan; South Korea; Bangladesh; Thailand; Vietnam; Malaysia; Singapore; Philippines; Hong Kong; New Zealand; USA; Canada; Mexico; Brazil; Chile; Argentina; Colombia; Peru; France; Germany; UK; Austria; Belgium; Denmark; Finland; Ireland; Italy; Netherlands; Norway; Portugal; Spain; Sweden; Switzerland; Russia; 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.
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    Table Of Contents

    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?

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

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?

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

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?

For detailed insights on the major opportunities and strategies in the artificial intelligence (AI) in predictive toxicology market, request a sample here.

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

For detailed insights on artificial intelligence (AI) in predictive toxicology market's relation to the overall economy and other similar markets, request a sample here.

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

For detailed insights on the mergers and acquisitions in the artificial intelligence (AI) in predictive toxicology industry, request a sample here.

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.

For detailed insights on the key dynamics influencing the artificial intelligence (AI) in predictive toxicology market growth and SWOT analysis of the artificial intelligence (AI) in predictive toxicology industry, request a sample here.