Service & Software
Global AI In Predictive Toxicology Market Research Report 2025
- Jul 14, 25
- ID: 283277
- Pages: 71
- Figures: 72
- Views: 13
The global market for AI In Predictive Toxicology was valued at US$ 68.9 million in the year 2024 and is projected to reach a revised size of US$ 412 million by 2031, growing at a CAGR of 28.2% during the forecast period.
Artificial Intelligence (AI) is one of the most innovative technologies that has revolutionized the world of toxicology in recent years. The intersection of artificial intelligence and toxicology has led to the development of a revolutionary method called Predictive Toxicology. In this method, computer models use data analytics and machine learning to predict the possible negative effects of chemicals. This convergence of modern technologies has enormous promise in accelerating the risk assessment process, reducing dependency on traditional experimental approaches, and expanding our understanding of the complicated link between chemical exposure and biological reactions.
In recent times, machine learning has become increasingly prominent in predictive toxicology as it has shifted from in vivo studies towards in silico studies. Currently, in vitro methods together with other computational methods such as QSAR modelling and ADME calculations are being used. In predictive toxicology SVMs, RF and DTs are the dominant machine learning methods due to the characteristics of the data available.
Natural Language Processing (NLP) represents another critical AI domain for toxicology, extracting information from scientific literature, clinical reports, and adverse event databases. Recent advancements in biomedical NLP have enabled the automated extraction of toxicity relationships from millions of publications, significantly enhancing the knowledge base available for predictive models.
The market for AI in predictive toxicology was steadily growing due to increased awareness of the potential of AI-driven tools in assessing chemical safety and toxicity. This growth was driven by the need for faster and more accurate methods to evaluate the safety of chemicals used in various industries, including pharmaceuticals, cosmetics, chemicals, and agriculture. Advancements in AI algorithms, machine learning models, and data analytics were driving innovation in predictive toxicology. These advancements aimed to enhance the accuracy and efficiency of toxicity predictions, leveraging large datasets and high-throughput screening methods. Opportunities existed for AI-driven predictive toxicology tools to streamline drug discovery, chemical safety assessments, and reduce the reliance on animal testing. Additionally, expanding applications in assessing environmental toxicity and regulatory compliance presented growth opportunities.
This report aims to provide a comprehensive presentation of the global market for AI In Predictive Toxicology, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI In Predictive Toxicology.
The AI In Predictive Toxicology market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI In Predictive Toxicology market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI In Predictive Toxicology companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
BenevolentAI
Exscientia
Instem
Dassault Systèmes
Evotec
Simulations Plus
Schrodinger
Insilico Medicine
Chemcopilot
Inotiv
Segment by Type
Machine Learning
Natural Language Processing
Computer Vision
Segment by Application
Pharmaceutical & Biotechnology
Chemical & Cosmetics
Others
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of AI In Predictive Toxicology company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Artificial Intelligence (AI) is one of the most innovative technologies that has revolutionized the world of toxicology in recent years. The intersection of artificial intelligence and toxicology has led to the development of a revolutionary method called Predictive Toxicology. In this method, computer models use data analytics and machine learning to predict the possible negative effects of chemicals. This convergence of modern technologies has enormous promise in accelerating the risk assessment process, reducing dependency on traditional experimental approaches, and expanding our understanding of the complicated link between chemical exposure and biological reactions.
In recent times, machine learning has become increasingly prominent in predictive toxicology as it has shifted from in vivo studies towards in silico studies. Currently, in vitro methods together with other computational methods such as QSAR modelling and ADME calculations are being used. In predictive toxicology SVMs, RF and DTs are the dominant machine learning methods due to the characteristics of the data available.
Natural Language Processing (NLP) represents another critical AI domain for toxicology, extracting information from scientific literature, clinical reports, and adverse event databases. Recent advancements in biomedical NLP have enabled the automated extraction of toxicity relationships from millions of publications, significantly enhancing the knowledge base available for predictive models.
The market for AI in predictive toxicology was steadily growing due to increased awareness of the potential of AI-driven tools in assessing chemical safety and toxicity. This growth was driven by the need for faster and more accurate methods to evaluate the safety of chemicals used in various industries, including pharmaceuticals, cosmetics, chemicals, and agriculture. Advancements in AI algorithms, machine learning models, and data analytics were driving innovation in predictive toxicology. These advancements aimed to enhance the accuracy and efficiency of toxicity predictions, leveraging large datasets and high-throughput screening methods. Opportunities existed for AI-driven predictive toxicology tools to streamline drug discovery, chemical safety assessments, and reduce the reliance on animal testing. Additionally, expanding applications in assessing environmental toxicity and regulatory compliance presented growth opportunities.
This report aims to provide a comprehensive presentation of the global market for AI In Predictive Toxicology, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding AI In Predictive Toxicology.
The AI In Predictive Toxicology market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global AI In Predictive Toxicology market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the AI In Predictive Toxicology companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
BenevolentAI
Exscientia
Instem
Dassault Systèmes
Evotec
Simulations Plus
Schrodinger
Insilico Medicine
Chemcopilot
Inotiv
Segment by Type
Machine Learning
Natural Language Processing
Computer Vision
Segment by Application
Pharmaceutical & Biotechnology
Chemical & Cosmetics
Others
By Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia & New Zealand
Europe
Germany
France
U.K.
Italy
Ireland
Russia
Rest of Europe
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Israel
United Arab Emirates (UAE)
Saudi Arabia
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of AI In Predictive Toxicology company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI In Predictive Toxicology Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Machine Learning
1.2.3 Natural Language Processing
1.2.4 Computer Vision
1.3 Market by Application
1.3.1 Global AI In Predictive Toxicology Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Pharmaceutical & Biotechnology
1.3.3 Chemical & Cosmetics
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI In Predictive Toxicology Market Perspective (2020-2031)
2.2 Global AI In Predictive Toxicology Growth Trends by Region
2.2.1 Global AI In Predictive Toxicology Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 AI In Predictive Toxicology Historic Market Size by Region (2020-2025)
2.2.3 AI In Predictive Toxicology Forecasted Market Size by Region (2026-2031)
2.3 AI In Predictive Toxicology Market Dynamics
2.3.1 AI In Predictive Toxicology Industry Trends
2.3.2 AI In Predictive Toxicology Market Drivers
2.3.3 AI In Predictive Toxicology Market Challenges
2.3.4 AI In Predictive Toxicology Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI In Predictive Toxicology Players by Revenue
3.1.1 Global Top AI In Predictive Toxicology Players by Revenue (2020-2025)
3.1.2 Global AI In Predictive Toxicology Revenue Market Share by Players (2020-2025)
3.2 Global Top AI In Predictive Toxicology Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI In Predictive Toxicology Revenue
3.4 Global AI In Predictive Toxicology Market Concentration Ratio
3.4.1 Global AI In Predictive Toxicology Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI In Predictive Toxicology Revenue in 2024
3.5 Global Key Players of AI In Predictive Toxicology Head office and Area Served
3.6 Global Key Players of AI In Predictive Toxicology, Product and Application
3.7 Global Key Players of AI In Predictive Toxicology, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI In Predictive Toxicology Breakdown Data by Type
4.1 Global AI In Predictive Toxicology Historic Market Size by Type (2020-2025)
4.2 Global AI In Predictive Toxicology Forecasted Market Size by Type (2026-2031)
5 AI In Predictive Toxicology Breakdown Data by Application
5.1 Global AI In Predictive Toxicology Historic Market Size by Application (2020-2025)
5.2 Global AI In Predictive Toxicology Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America AI In Predictive Toxicology Market Size (2020-2031)
6.2 North America AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America AI In Predictive Toxicology Market Size by Country (2020-2025)
6.4 North America AI In Predictive Toxicology Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI In Predictive Toxicology Market Size (2020-2031)
7.2 Europe AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe AI In Predictive Toxicology Market Size by Country (2020-2025)
7.4 Europe AI In Predictive Toxicology Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI In Predictive Toxicology Market Size (2020-2031)
8.2 Asia-Pacific AI In Predictive Toxicology Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific AI In Predictive Toxicology Market Size by Region (2020-2025)
8.4 Asia-Pacific AI In Predictive Toxicology Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI In Predictive Toxicology Market Size (2020-2031)
9.2 Latin America AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America AI In Predictive Toxicology Market Size by Country (2020-2025)
9.4 Latin America AI In Predictive Toxicology Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI In Predictive Toxicology Market Size (2020-2031)
10.2 Middle East & Africa AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa AI In Predictive Toxicology Market Size by Country (2020-2025)
10.4 Middle East & Africa AI In Predictive Toxicology Market Size by Country (2026-2031)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 BenevolentAI
11.1.1 BenevolentAI Company Details
11.1.2 BenevolentAI Business Overview
11.1.3 BenevolentAI AI In Predictive Toxicology Introduction
11.1.4 BenevolentAI Revenue in AI In Predictive Toxicology Business (2020-2025)
11.1.5 BenevolentAI Recent Development
11.2 Exscientia
11.2.1 Exscientia Company Details
11.2.2 Exscientia Business Overview
11.2.3 Exscientia AI In Predictive Toxicology Introduction
11.2.4 Exscientia Revenue in AI In Predictive Toxicology Business (2020-2025)
11.2.5 Exscientia Recent Development
11.3 Instem
11.3.1 Instem Company Details
11.3.2 Instem Business Overview
11.3.3 Instem AI In Predictive Toxicology Introduction
11.3.4 Instem Revenue in AI In Predictive Toxicology Business (2020-2025)
11.3.5 Instem Recent Development
11.4 Dassault Systèmes
11.4.1 Dassault Systèmes Company Details
11.4.2 Dassault Systèmes Business Overview
11.4.3 Dassault Systèmes AI In Predictive Toxicology Introduction
11.4.4 Dassault Systèmes Revenue in AI In Predictive Toxicology Business (2020-2025)
11.4.5 Dassault Systèmes Recent Development
11.5 Evotec
11.5.1 Evotec Company Details
11.5.2 Evotec Business Overview
11.5.3 Evotec AI In Predictive Toxicology Introduction
11.5.4 Evotec Revenue in AI In Predictive Toxicology Business (2020-2025)
11.5.5 Evotec Recent Development
11.6 Simulations Plus
11.6.1 Simulations Plus Company Details
11.6.2 Simulations Plus Business Overview
11.6.3 Simulations Plus AI In Predictive Toxicology Introduction
11.6.4 Simulations Plus Revenue in AI In Predictive Toxicology Business (2020-2025)
11.6.5 Simulations Plus Recent Development
11.7 Schrodinger
11.7.1 Schrodinger Company Details
11.7.2 Schrodinger Business Overview
11.7.3 Schrodinger AI In Predictive Toxicology Introduction
11.7.4 Schrodinger Revenue in AI In Predictive Toxicology Business (2020-2025)
11.7.5 Schrodinger Recent Development
11.8 Insilico Medicine
11.8.1 Insilico Medicine Company Details
11.8.2 Insilico Medicine Business Overview
11.8.3 Insilico Medicine AI In Predictive Toxicology Introduction
11.8.4 Insilico Medicine Revenue in AI In Predictive Toxicology Business (2020-2025)
11.8.5 Insilico Medicine Recent Development
11.9 Chemcopilot
11.9.1 Chemcopilot Company Details
11.9.2 Chemcopilot Business Overview
11.9.3 Chemcopilot AI In Predictive Toxicology Introduction
11.9.4 Chemcopilot Revenue in AI In Predictive Toxicology Business (2020-2025)
11.9.5 Chemcopilot Recent Development
11.10 Inotiv
11.10.1 Inotiv Company Details
11.10.2 Inotiv Business Overview
11.10.3 Inotiv AI In Predictive Toxicology Introduction
11.10.4 Inotiv Revenue in AI In Predictive Toxicology Business (2020-2025)
11.10.5 Inotiv Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global AI In Predictive Toxicology Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Machine Learning
1.2.3 Natural Language Processing
1.2.4 Computer Vision
1.3 Market by Application
1.3.1 Global AI In Predictive Toxicology Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Pharmaceutical & Biotechnology
1.3.3 Chemical & Cosmetics
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global AI In Predictive Toxicology Market Perspective (2020-2031)
2.2 Global AI In Predictive Toxicology Growth Trends by Region
2.2.1 Global AI In Predictive Toxicology Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 AI In Predictive Toxicology Historic Market Size by Region (2020-2025)
2.2.3 AI In Predictive Toxicology Forecasted Market Size by Region (2026-2031)
2.3 AI In Predictive Toxicology Market Dynamics
2.3.1 AI In Predictive Toxicology Industry Trends
2.3.2 AI In Predictive Toxicology Market Drivers
2.3.3 AI In Predictive Toxicology Market Challenges
2.3.4 AI In Predictive Toxicology Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top AI In Predictive Toxicology Players by Revenue
3.1.1 Global Top AI In Predictive Toxicology Players by Revenue (2020-2025)
3.1.2 Global AI In Predictive Toxicology Revenue Market Share by Players (2020-2025)
3.2 Global Top AI In Predictive Toxicology Players by Company Type and Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by AI In Predictive Toxicology Revenue
3.4 Global AI In Predictive Toxicology Market Concentration Ratio
3.4.1 Global AI In Predictive Toxicology Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by AI In Predictive Toxicology Revenue in 2024
3.5 Global Key Players of AI In Predictive Toxicology Head office and Area Served
3.6 Global Key Players of AI In Predictive Toxicology, Product and Application
3.7 Global Key Players of AI In Predictive Toxicology, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 AI In Predictive Toxicology Breakdown Data by Type
4.1 Global AI In Predictive Toxicology Historic Market Size by Type (2020-2025)
4.2 Global AI In Predictive Toxicology Forecasted Market Size by Type (2026-2031)
5 AI In Predictive Toxicology Breakdown Data by Application
5.1 Global AI In Predictive Toxicology Historic Market Size by Application (2020-2025)
5.2 Global AI In Predictive Toxicology Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America AI In Predictive Toxicology Market Size (2020-2031)
6.2 North America AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America AI In Predictive Toxicology Market Size by Country (2020-2025)
6.4 North America AI In Predictive Toxicology Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe AI In Predictive Toxicology Market Size (2020-2031)
7.2 Europe AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe AI In Predictive Toxicology Market Size by Country (2020-2025)
7.4 Europe AI In Predictive Toxicology Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific AI In Predictive Toxicology Market Size (2020-2031)
8.2 Asia-Pacific AI In Predictive Toxicology Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific AI In Predictive Toxicology Market Size by Region (2020-2025)
8.4 Asia-Pacific AI In Predictive Toxicology Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America AI In Predictive Toxicology Market Size (2020-2031)
9.2 Latin America AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America AI In Predictive Toxicology Market Size by Country (2020-2025)
9.4 Latin America AI In Predictive Toxicology Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa AI In Predictive Toxicology Market Size (2020-2031)
10.2 Middle East & Africa AI In Predictive Toxicology Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa AI In Predictive Toxicology Market Size by Country (2020-2025)
10.4 Middle East & Africa AI In Predictive Toxicology Market Size by Country (2026-2031)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 BenevolentAI
11.1.1 BenevolentAI Company Details
11.1.2 BenevolentAI Business Overview
11.1.3 BenevolentAI AI In Predictive Toxicology Introduction
11.1.4 BenevolentAI Revenue in AI In Predictive Toxicology Business (2020-2025)
11.1.5 BenevolentAI Recent Development
11.2 Exscientia
11.2.1 Exscientia Company Details
11.2.2 Exscientia Business Overview
11.2.3 Exscientia AI In Predictive Toxicology Introduction
11.2.4 Exscientia Revenue in AI In Predictive Toxicology Business (2020-2025)
11.2.5 Exscientia Recent Development
11.3 Instem
11.3.1 Instem Company Details
11.3.2 Instem Business Overview
11.3.3 Instem AI In Predictive Toxicology Introduction
11.3.4 Instem Revenue in AI In Predictive Toxicology Business (2020-2025)
11.3.5 Instem Recent Development
11.4 Dassault Systèmes
11.4.1 Dassault Systèmes Company Details
11.4.2 Dassault Systèmes Business Overview
11.4.3 Dassault Systèmes AI In Predictive Toxicology Introduction
11.4.4 Dassault Systèmes Revenue in AI In Predictive Toxicology Business (2020-2025)
11.4.5 Dassault Systèmes Recent Development
11.5 Evotec
11.5.1 Evotec Company Details
11.5.2 Evotec Business Overview
11.5.3 Evotec AI In Predictive Toxicology Introduction
11.5.4 Evotec Revenue in AI In Predictive Toxicology Business (2020-2025)
11.5.5 Evotec Recent Development
11.6 Simulations Plus
11.6.1 Simulations Plus Company Details
11.6.2 Simulations Plus Business Overview
11.6.3 Simulations Plus AI In Predictive Toxicology Introduction
11.6.4 Simulations Plus Revenue in AI In Predictive Toxicology Business (2020-2025)
11.6.5 Simulations Plus Recent Development
11.7 Schrodinger
11.7.1 Schrodinger Company Details
11.7.2 Schrodinger Business Overview
11.7.3 Schrodinger AI In Predictive Toxicology Introduction
11.7.4 Schrodinger Revenue in AI In Predictive Toxicology Business (2020-2025)
11.7.5 Schrodinger Recent Development
11.8 Insilico Medicine
11.8.1 Insilico Medicine Company Details
11.8.2 Insilico Medicine Business Overview
11.8.3 Insilico Medicine AI In Predictive Toxicology Introduction
11.8.4 Insilico Medicine Revenue in AI In Predictive Toxicology Business (2020-2025)
11.8.5 Insilico Medicine Recent Development
11.9 Chemcopilot
11.9.1 Chemcopilot Company Details
11.9.2 Chemcopilot Business Overview
11.9.3 Chemcopilot AI In Predictive Toxicology Introduction
11.9.4 Chemcopilot Revenue in AI In Predictive Toxicology Business (2020-2025)
11.9.5 Chemcopilot Recent Development
11.10 Inotiv
11.10.1 Inotiv Company Details
11.10.2 Inotiv Business Overview
11.10.3 Inotiv AI In Predictive Toxicology Introduction
11.10.4 Inotiv Revenue in AI In Predictive Toxicology Business (2020-2025)
11.10.5 Inotiv Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
Table 1. Global AI In Predictive Toxicology Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Machine Learning
Table 3. Key Players of Natural Language Processing
Table 4. Key Players of Computer Vision
Table 5. Global AI In Predictive Toxicology Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global AI In Predictive Toxicology Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global AI In Predictive Toxicology Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global AI In Predictive Toxicology Market Share by Region (2020-2025)
Table 9. Global AI In Predictive Toxicology Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global AI In Predictive Toxicology Market Share by Region (2026-2031)
Table 11. AI In Predictive Toxicology Market Trends
Table 12. AI In Predictive Toxicology Market Drivers
Table 13. AI In Predictive Toxicology Market Challenges
Table 14. AI In Predictive Toxicology Market Restraints
Table 15. Global AI In Predictive Toxicology Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global AI In Predictive Toxicology Market Share by Players (2020-2025)
Table 17. Global Top AI In Predictive Toxicology Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI In Predictive Toxicology as of 2024)
Table 18. Ranking of Global Top AI In Predictive Toxicology Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by AI In Predictive Toxicology Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of AI In Predictive Toxicology, Headquarters and Area Served
Table 21. Global Key Players of AI In Predictive Toxicology, Product and Application
Table 22. Global Key Players of AI In Predictive Toxicology, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global AI In Predictive Toxicology Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global AI In Predictive Toxicology Revenue Market Share by Type (2020-2025)
Table 26. Global AI In Predictive Toxicology Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global AI In Predictive Toxicology Revenue Market Share by Type (2026-2031)
Table 28. Global AI In Predictive Toxicology Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global AI In Predictive Toxicology Revenue Market Share by Application (2020-2025)
Table 30. Global AI In Predictive Toxicology Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global AI In Predictive Toxicology Revenue Market Share by Application (2026-2031)
Table 32. North America AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific AI In Predictive Toxicology Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific AI In Predictive Toxicology Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific AI In Predictive Toxicology Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 47. BenevolentAI Company Details
Table 48. BenevolentAI Business Overview
Table 49. BenevolentAI AI In Predictive Toxicology Product
Table 50. BenevolentAI Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 51. BenevolentAI Recent Development
Table 52. Exscientia Company Details
Table 53. Exscientia Business Overview
Table 54. Exscientia AI In Predictive Toxicology Product
Table 55. Exscientia Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 56. Exscientia Recent Development
Table 57. Instem Company Details
Table 58. Instem Business Overview
Table 59. Instem AI In Predictive Toxicology Product
Table 60. Instem Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 61. Instem Recent Development
Table 62. Dassault Systèmes Company Details
Table 63. Dassault Systèmes Business Overview
Table 64. Dassault Systèmes AI In Predictive Toxicology Product
Table 65. Dassault Systèmes Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 66. Dassault Systèmes Recent Development
Table 67. Evotec Company Details
Table 68. Evotec Business Overview
Table 69. Evotec AI In Predictive Toxicology Product
Table 70. Evotec Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 71. Evotec Recent Development
Table 72. Simulations Plus Company Details
Table 73. Simulations Plus Business Overview
Table 74. Simulations Plus AI In Predictive Toxicology Product
Table 75. Simulations Plus Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 76. Simulations Plus Recent Development
Table 77. Schrodinger Company Details
Table 78. Schrodinger Business Overview
Table 79. Schrodinger AI In Predictive Toxicology Product
Table 80. Schrodinger Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 81. Schrodinger Recent Development
Table 82. Insilico Medicine Company Details
Table 83. Insilico Medicine Business Overview
Table 84. Insilico Medicine AI In Predictive Toxicology Product
Table 85. Insilico Medicine Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 86. Insilico Medicine Recent Development
Table 87. Chemcopilot Company Details
Table 88. Chemcopilot Business Overview
Table 89. Chemcopilot AI In Predictive Toxicology Product
Table 90. Chemcopilot Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 91. Chemcopilot Recent Development
Table 92. Inotiv Company Details
Table 93. Inotiv Business Overview
Table 94. Inotiv AI In Predictive Toxicology Product
Table 95. Inotiv Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 96. Inotiv Recent Development
Table 97. Research Programs/Design for This Report
Table 98. Key Data Information from Secondary Sources
Table 99. Key Data Information from Primary Sources
Table 100. Authors List of This Report
List of Figures
Figure 1. AI In Predictive Toxicology Picture
Figure 2. Global AI In Predictive Toxicology Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global AI In Predictive Toxicology Market Share by Type: 2024 VS 2031
Figure 4. Machine Learning Features
Figure 5. Natural Language Processing Features
Figure 6. Computer Vision Features
Figure 7. Global AI In Predictive Toxicology Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global AI In Predictive Toxicology Market Share by Application: 2024 VS 2031
Figure 9. Pharmaceutical & Biotechnology Case Studies
Figure 10. Chemical & Cosmetics Case Studies
Figure 11. Others Case Studies
Figure 12. AI In Predictive Toxicology Report Years Considered
Figure 13. Global AI In Predictive Toxicology Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global AI In Predictive Toxicology Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global AI In Predictive Toxicology Market Share by Region: 2024 VS 2031
Figure 16. Global AI In Predictive Toxicology Market Share by Players in 2024
Figure 17. Global AI In Predictive Toxicology Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 18. The Top 10 and 5 Players Market Share by AI In Predictive Toxicology Revenue in 2024
Figure 19. North America AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 21. United States AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 25. Germany AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Ireland AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific AI In Predictive Toxicology Market Share by Region (2020-2031)
Figure 33. China AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia & New Zealand AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 41. Mexico AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 45. Israel AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. BenevolentAI Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 49. Exscientia Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 50. Instem Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 51. Dassault Systèmes Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 52. Evotec Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 53. Simulations Plus Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 54. Schrodinger Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 55. Insilico Medicine Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 56. Chemcopilot Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 57. Inotiv Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 58. Bottom-up and Top-down Approaches for This Report
Figure 59. Data Triangulation
Figure 60. Key Executives Interviewed
Table 1. Global AI In Predictive Toxicology Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Machine Learning
Table 3. Key Players of Natural Language Processing
Table 4. Key Players of Computer Vision
Table 5. Global AI In Predictive Toxicology Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global AI In Predictive Toxicology Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global AI In Predictive Toxicology Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global AI In Predictive Toxicology Market Share by Region (2020-2025)
Table 9. Global AI In Predictive Toxicology Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global AI In Predictive Toxicology Market Share by Region (2026-2031)
Table 11. AI In Predictive Toxicology Market Trends
Table 12. AI In Predictive Toxicology Market Drivers
Table 13. AI In Predictive Toxicology Market Challenges
Table 14. AI In Predictive Toxicology Market Restraints
Table 15. Global AI In Predictive Toxicology Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global AI In Predictive Toxicology Market Share by Players (2020-2025)
Table 17. Global Top AI In Predictive Toxicology Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI In Predictive Toxicology as of 2024)
Table 18. Ranking of Global Top AI In Predictive Toxicology Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by AI In Predictive Toxicology Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of AI In Predictive Toxicology, Headquarters and Area Served
Table 21. Global Key Players of AI In Predictive Toxicology, Product and Application
Table 22. Global Key Players of AI In Predictive Toxicology, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global AI In Predictive Toxicology Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global AI In Predictive Toxicology Revenue Market Share by Type (2020-2025)
Table 26. Global AI In Predictive Toxicology Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global AI In Predictive Toxicology Revenue Market Share by Type (2026-2031)
Table 28. Global AI In Predictive Toxicology Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global AI In Predictive Toxicology Revenue Market Share by Application (2020-2025)
Table 30. Global AI In Predictive Toxicology Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global AI In Predictive Toxicology Revenue Market Share by Application (2026-2031)
Table 32. North America AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific AI In Predictive Toxicology Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific AI In Predictive Toxicology Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific AI In Predictive Toxicology Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa AI In Predictive Toxicology Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa AI In Predictive Toxicology Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa AI In Predictive Toxicology Market Size by Country (2026-2031) & (US$ Million)
Table 47. BenevolentAI Company Details
Table 48. BenevolentAI Business Overview
Table 49. BenevolentAI AI In Predictive Toxicology Product
Table 50. BenevolentAI Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 51. BenevolentAI Recent Development
Table 52. Exscientia Company Details
Table 53. Exscientia Business Overview
Table 54. Exscientia AI In Predictive Toxicology Product
Table 55. Exscientia Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 56. Exscientia Recent Development
Table 57. Instem Company Details
Table 58. Instem Business Overview
Table 59. Instem AI In Predictive Toxicology Product
Table 60. Instem Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 61. Instem Recent Development
Table 62. Dassault Systèmes Company Details
Table 63. Dassault Systèmes Business Overview
Table 64. Dassault Systèmes AI In Predictive Toxicology Product
Table 65. Dassault Systèmes Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 66. Dassault Systèmes Recent Development
Table 67. Evotec Company Details
Table 68. Evotec Business Overview
Table 69. Evotec AI In Predictive Toxicology Product
Table 70. Evotec Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 71. Evotec Recent Development
Table 72. Simulations Plus Company Details
Table 73. Simulations Plus Business Overview
Table 74. Simulations Plus AI In Predictive Toxicology Product
Table 75. Simulations Plus Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 76. Simulations Plus Recent Development
Table 77. Schrodinger Company Details
Table 78. Schrodinger Business Overview
Table 79. Schrodinger AI In Predictive Toxicology Product
Table 80. Schrodinger Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 81. Schrodinger Recent Development
Table 82. Insilico Medicine Company Details
Table 83. Insilico Medicine Business Overview
Table 84. Insilico Medicine AI In Predictive Toxicology Product
Table 85. Insilico Medicine Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 86. Insilico Medicine Recent Development
Table 87. Chemcopilot Company Details
Table 88. Chemcopilot Business Overview
Table 89. Chemcopilot AI In Predictive Toxicology Product
Table 90. Chemcopilot Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 91. Chemcopilot Recent Development
Table 92. Inotiv Company Details
Table 93. Inotiv Business Overview
Table 94. Inotiv AI In Predictive Toxicology Product
Table 95. Inotiv Revenue in AI In Predictive Toxicology Business (2020-2025) & (US$ Million)
Table 96. Inotiv Recent Development
Table 97. Research Programs/Design for This Report
Table 98. Key Data Information from Secondary Sources
Table 99. Key Data Information from Primary Sources
Table 100. Authors List of This Report
List of Figures
Figure 1. AI In Predictive Toxicology Picture
Figure 2. Global AI In Predictive Toxicology Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global AI In Predictive Toxicology Market Share by Type: 2024 VS 2031
Figure 4. Machine Learning Features
Figure 5. Natural Language Processing Features
Figure 6. Computer Vision Features
Figure 7. Global AI In Predictive Toxicology Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global AI In Predictive Toxicology Market Share by Application: 2024 VS 2031
Figure 9. Pharmaceutical & Biotechnology Case Studies
Figure 10. Chemical & Cosmetics Case Studies
Figure 11. Others Case Studies
Figure 12. AI In Predictive Toxicology Report Years Considered
Figure 13. Global AI In Predictive Toxicology Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global AI In Predictive Toxicology Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global AI In Predictive Toxicology Market Share by Region: 2024 VS 2031
Figure 16. Global AI In Predictive Toxicology Market Share by Players in 2024
Figure 17. Global AI In Predictive Toxicology Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 18. The Top 10 and 5 Players Market Share by AI In Predictive Toxicology Revenue in 2024
Figure 19. North America AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 21. United States AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 25. Germany AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Ireland AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific AI In Predictive Toxicology Market Share by Region (2020-2031)
Figure 33. China AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia & New Zealand AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 41. Mexico AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa AI In Predictive Toxicology Market Share by Country (2020-2031)
Figure 45. Israel AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE AI In Predictive Toxicology Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. BenevolentAI Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 49. Exscientia Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 50. Instem Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 51. Dassault Systèmes Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 52. Evotec Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 53. Simulations Plus Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 54. Schrodinger Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 55. Insilico Medicine Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 56. Chemcopilot Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 57. Inotiv Revenue Growth Rate in AI In Predictive Toxicology Business (2020-2025)
Figure 58. Bottom-up and Top-down Approaches for This Report
Figure 59. Data Triangulation
Figure 60. Key Executives Interviewed
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