Artificial Intelligence (AI) In Predictive Toxicology Global Market Opportunities And Strategies To 2034
상품코드:1895264
리서치사:The Business Research Company
발행일:2025년 12월
페이지 정보:영문 340 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
세계의 예측 독성학용 인공지능(AI) 시장 규모는 2024년에 약 4억 9,544만 달러에 달하며, 2019년 이후 30.62%의 CAGR로 계속 성장하고 있습니다. 이 시장은 2024년 4억 9,544만 달러에서 2029년에는 17억 8,849만 달러로, 29.27%의 성장률로 확대할 것으로 예측됩니다. 향후 2029년 이후에도 CAGR 27.61%로 계속 성장하며 2034년에는 60억 5,134만 달러에 달할 전망입니다.
예측독성학용 인공지능(AI)은 머신러닝, 딥러닝, 데이터 분석을 활용하여 화학물질, 의약품, 환경물질이 인체 건강 및 생물학적 시스템에 미치는 독성 작용을 예측하는 것을 말합니다. 예측 독성학용 인공지능(AI)의 주요 목적은 독성 평가의 속도, 정확성, 효율성을 향상시키는 동시에 윤리적, 재정적 부담을 줄이는 데 있습니다. 이를 통해 유해 화합물을 조기에 식별하여 보다 안전한 의약품 및 화학물질 개발을 지원하고, 데이터베이스 독성 예측을 통해 규제 의사결정을 개선할 수 있습니다.
정밀의료에 대한 수요 증가
지난 기간 중 예측 독성학 분야의 인공지능(AI) 시장은 정밀의료에 대한 수요 증가로 인해 크게 성장했습니다. 정밀의료는 개인의 유전자 프로파일을 기반으로 한 개인별 맞춤 치료를 중시하고 있으며, 정확한 진단과 개인별 맞춤 치료 전략을 위한 첨단 기술이 요구되고 있습니다. AI를 활용한 예측 독성학 툴은 이 패러다임에서 필수적인 존재가 되어 방대한 데이터세트 분석을 통해 유해한 약물 반응을 예측하고 의약품 개발 프로세스를 최적화할 수 있게 해줍니다. 예를 들어 2022년 10월 과학자, 환자, 의료 프로바이더를 대표하고 환자와 의료 시스템의 이익을 위해 맞춤의료에 대한 이해와 채택을 촉진하는 미국 단체인 맞춤의료연합(Personalized Medicine Coalition)은 여러 유형의 암, 유전성 희귀질환, 다양한 만성질환 및 감염성 질환을 앓고 있는 사람들을 위한 75,000개 이상의 75,000개 이상의 유전자 검사 제품과 300개의 맞춤의료가 시장에 나와 있다고 추정했습니다. 따라서 정밀의료에 대한 수요 증가는 칩 설계에서 인공지능(AI) 시장의 성장을 가속했습니다.
의약품 안전성 예측을 강화하는 AI 기반 리스크 평가 플랫폼 출시
예측 독성학 분야의 인공지능(AI) 시장의 주요 기업은 초기 단계의 의약품 안전성 예측의 정확성을 높이기 위해 AI 기반 위험성 평가 툴 개발에 집중하고 있습니다. 이러한 혁신 기술은 동물실험 의존도 감소, 임상시험으로의 전환 가속화, 신약개발 과정에서의 의사결정 고도화를 목표로 하고 있습니다. 예를 들어 2025년 9월, 신약개발 혁신을 추구하는 미국 기술 기업 GATC Health는 Fierce Biotech Week 2025에서 AI 기반 플랫폼 'Derisq'를 발표했습니다. 본 플랫폼은 정확한 독성 예측을 제공함으로써 의약품 개발 초기 단계의 효율화를 목표로 하고 있습니다. 이 플랫폼은 안전성 위험과 표적 외 위험을 조기에 파악하여 기존의 비임상시험에 소요되는 시간, 비용, 불확실성을 줄여줍니다. GATC Health는 AI 분석에 기반한 실용적인 지식을 제공함으로써 국내외 시장에서 연구자, 투자자, 제약 개발자에게 예측 정확도와 효율성 향상을 통한 지원을 목표로 하고 있습니다.
예측 독성학 분야의 세계 인공지능(AI) 시장은 다수의 소규모 업체들이 진입하면서 상당히 세분화되어 있습니다. 2024년 기준, 시장 상위 10개 경쟁사가 전체 시장의 17.72%를 점유하고 있습니다.
목차
제1장 개요
예측 독성학용 인공지능(AI) : 시장의 매력과 거시경제 환경
제2장 목차
제3장 표 리스트
제4장 도표 리스트
제5장 리포트 구성
제6장 시장의 특징
일반적인 시장의 정의
개요
예측 독성학용 인공지능(AI) 시장 정의와 세분화
시장 세분화 : 컴포넌트별
솔루션
서비스
시장 세분화 : 테크놀러지별
기계학습
자연언어처리
컴퓨터 비전
기타 기술
시장 세분화 : 독성 엔드포인트별
유전 독성
간독성
신경독성
심독성
기타 독성 엔드포인트
시장 세분화 : 최종사용자별
제약·바이오테크놀러지 기업
화학·화장품
수탁 조사기관(CRO)
기타 최종사용자
제7장 주요 시장 동향
약제 안전성 예측 정도 향상을 향한 AI 구동형 리스크 평가 플랫폼의 시작
암 치료에서 병용요법 유효성을 예측하는 AI 탑재 모듈의 도입
독성학 연구에서 동물 실험을 대체하는 AI 탑재 플랫폼의 개발
독성학 조사에서 AI 구동형 디지털 병리학 제휴의 확대
Drug Discovery에서 오프 타겟 리스크를 예측하는 예측 독성학 플랫폼의 확충
AI 구동형 독성 플랫폼과 디지털 실험실 관리 시스템의 통합 43
제8장 예측 독성학용 인공지능(AI)의 세계 성장 분석 및 전략적 분석 프레임워크
예측 독성학용 인공지능(AI)의 세계 PESTEL 분석
최종사용자(B2B) 분석
제약 및 바이오테크놀러지 기업
화학제품 및 화장품
수탁 연구기관(CRO)
기타 최종사용자
세계의 예측 독성학용 인공지능(AI) 시장 : 성장률 분석
시장 성장 실적, 2019-2024
시장 성장 촉진요인 2019-2024
시장 성장 억제요인 2019-2024
시장 성장 예측, 2024-2029, 2034F
예측 성장요인/촉진요인
정량적 성장요인
촉진요인
억제요인
예측 독성학용 인공지능(AI) 세계 시장 : TAM(Total Addressable Market)
제9장 세계의 예측 독성학용 인공지능(AI) 시장 : 세분화
세계의 예측 독성학용 인공지능(AI) 시장 : 컴포넌트별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 기술별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 독성 엔드포인트별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 최종사용자별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 서브 세분화, 솔루션, 유형별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 서브 세분화, 서비스, 유형별, 실적과 예측, 2019-2024, 2029F, 2034F
제10장 예측 독성학용 인공지능(AI) 시장 : 지역·국가별 분석
세계의 예측 독성학용 인공지능(AI) 시장 : 지역별, 실적과 예측, 2019-2024, 2029F, 2034F
세계의 예측 독성학용 인공지능(AI) 시장 : 국가별, 실적과 예측, 2019-2024, 2029F, 2034F
제11장 아시아태평양 시장
제12장 서유럽 시장
제13장 동유럽 시장
제14장 북미 시장
제15장 남미 시장
제16장 중동 시장
제17장 아프리카 시장
제18장 경쟁 구도와 기업 개요
기업 개요
Simulations Plus Inc
Certara Inc
Schrodinger Inc
Merative LP(formerly IBM Watson Health)
BIOVIA(a Dassault Systemes company)
제19장 기타 대기업과 혁신적 기업
Cyprotex
Evalueserve Holding AG
Recursion Pharmaceuticals Inc.
Eurofins Scientific SE
Charles River Laboratories International
Insilico Medicine
Berg Health
Atomwise Inc.
AIRA Matrix Pvt. Ltd.
ScitoVation LLC
Molecular Devices LLC
Biovista Inc.
MultiCASE Inc.
Lhasa Limited
BenevolentAI
제20장 경쟁 벤치마킹
제21장 경쟁 대시보드
제22장 합병·인수
Certara, Inc.가 Chemaxon Ltd.를 인수
제23장 예측 독성학용 인공지능(AI) 최근 동향
예측 독성학의 혁신을 추진하는 첨단 AI 및 기계학습을 활용한 플랫폼
화학물질 안전성 평가를 위한 AI 탑재 툴의 진전
제24장 기회와 전략
세계의 예측 독성학용 인공지능(AI) 시장 2029 : 새로운 기회를 제공하는 국가
세계의 예측 독성학용 인공지능(AI) 시장 2029 : 새로운 기회를 제공하는 부문
세계의 예측 독성학용 인공지능(AI) 시장 2029 : 성장 전략
시장 동향에 기반한 전략
경쟁 전략
제25장 예측 독성학용 인공지능(AI) 시장 : 결론과 제안
결론
제안
제품
장소
가격
프로모션
사람들
제26장 부록
KSA
영문 목차
영문목차
Artificial intelligence (AI) in predictive toxicology refers to the use of machine learning, deep learning, and data analytics to predict the toxic effects of chemicals, drugs, and environmental substances on human health and biological systems. The primary purpose of artificial intelligence (AI) in predictive toxicology is to enhance the speed, accuracy, and efficiency of toxicity assessment while reducing ethical and financial burdens. It enables early identification of hazardous compounds, supports safer drug and chemical development, and improves regulatory decision-making through data-driven toxicity prediction.
The global artificial intelligence (AI) in predictive toxicology market reached a value of nearly $495.44 million in 2024, having grown at a compound annual growth rate (CAGR) of 30.62% since 2019. The market is expected to grow from $495.44 million in 2024 to $1,788.49 million in 2029 at a rate of 29.27%. The market is then expected to grow at a CAGR of 27.61% from 2029 and reach $6,051.34 million in 2034.
Rise In Demand For Precision Medicine
During the historic period, the artificial intelligence (AI) in predictive toxicology market was significantly driven by the rise in demand for precision medicine. Precision medicine emphasizes tailored treatments based on individual genetic profiles, necessitating advanced technologies for accurate diagnostics and personalized therapeutic strategies. AI-powered predictive toxicology tools have become integral in this paradigm, enabling the analysis of vast datasets to predict adverse drug reactions and optimize drug development processes. For instance, in October 2022, the Personalized Medicine Coalition, a US-based organization that represents scientists, patients and providers, promoting the understanding and adoption of personalized medicine to benefit patients and the healthcare system, estimated that more than 75,000 genetic testing products and 300 personalized medicines are on the market for people with multiple types of cancers, genetic rare diseases and a range of chronic and infectious diseases. Therefore, the rise in demand for precision medicine propelled the growth of the artificial intelligence (AI) in chip design market.
Launch Of AI-Driven Risk Assessment Platform To Enhance Drug Safety Predictions
Major companies in the artificial intelligence (AI) in predictive toxicology market are focusing on the development of AI-driven risk-assessment tools aimed at improving early-stage drug safety predictions. These innovations aim to reduce dependency on animal testing, accelerate the transition to clinical trials, and enhance decision-making in drug discovery. For instance, in September 2025, GATC Health, a US based technology company revolutionizing drug discovery and development, unveiled Derisq, an AI-driven platform introduced at Fierce Biotech Week 2025, that is designed to streamline the early stages of drug development by providing accurate toxicity predictions. The platform seeks to identify safety and off target risks early, thereby reducing the time, cost, and uncertainty associated with traditional preclinical testing. By offering actionable insights grounded in AI analysis, GATC Health aims to empower researchers, investors, and pharmaceutical developers with enhanced predictive confidence and efficiency in both domestic and global markets.
The global artificial intelligence (AI) in predictive toxicology market is fairly fragmented, with a large number of small players operating in the market. The top 10 competitors in the market made up 17.72% of the total market in 2024.
Artificial Intelligence (AI) In Predictive Toxicology Global Market Opportunities And Strategies To 2034 from The Business Research Company provides the strategists; marketers and senior management with the critical information they need to assess the global artificial intelligence (AI) in predictive toxicology market as it emerges from the COVID-19 shut down.
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Where is the largest and fastest-growing market for artificial intelligence (AI) in predictive toxicology? How does the market relate to the overall economy; demography and other similar markets? What forces will shape the market going forward? The generative artificial intelligence (AI) in predictive toxicology market global report from The Business Research Company answers all these questions and many more.
The report covers market characteristics; size and growth; segmentation; regional and country breakdowns; competitive landscape; market shares; trends and strategies for this market. It traces the market's history and forecasts market growth by geography. It places the market within the context of the wider artificial intelligence (AI) in predictive toxicology market; and compares it with other markets.
The report covers the following chapters
Introduction And Market Characteristics - Brief introduction to the segmentations covered in the market, definitions and explanations about the segment by component, by technology, by toxicity endpoints and by end user.
Key Trends - Highlights the major trends shaping the global market. This section also highlights likely future developments in the market.
Growth Analysis And Strategic Analysis Framework- Analysis on PESTEL, end use industries, market growth rate, global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods, forecast growth contributors and total addressable market (TAM)
Global Market Size And Growth - Global historic (2019-2024) and forecast (2024-2029, 2034F) market values and drivers and restraints that support and control the growth of the market in the historic and forecast periods.
Regional And Country Analysis - Historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison by region and country.
Market Segmentation - Contains the market values (2019-2024) (2024-2029, 2034F) and analysis for each segment by component, by technology, by toxicity endpoints and by end user in the market. Historic (2019-2024) and forecast (2024-2029) and (2029-2034) market values and growth and market share comparison by region market.
Regional Market Size And Growth - Regional market size (2024), historic (2019-2024) and forecast (2024-2029, 2034F) market values and growth and market share comparison of countries within the region. This report includes information on all the regions Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa and major countries within each region.
Competitive Landscape - Details on the competitive landscape of the market, estimated market shares and company profiles of the leading players.
Other Major And Innovative Companies - Details on the company profiles of other major and innovative companies in the market.
Competitive Benchmarking- Briefs on the financials comparison between major players in the market.
Competitive Dashboard- Briefs on competitive dashboard of major players.
Key Mergers And Acquisitions- Information on recent mergers and acquisitions in the market covered in the report. This section gives key financial details of mergers and acquisitions, which have shaped the market in recent years.
Recent Developments- Information on recent developments in the market covered in the report.
Market Opportunities And Strategies- Describes market opportunities and strategies based on findings of the research, with information on growth opportunities across countries, segments and strategies to be followed in those markets.
Conclusions And Recommendations- This section includes recommendations for artificial intelligence (AI) in predictive toxicology providers in terms of product/service offerings geographic expansion, marketing strategies and target groups.
Appendix- This section includes details on the NAICS codes covered, abbreviations and currencies codes used in this report.
Markets Covered:
1) By Component: Solution; Services
2) By Technology: Machine Learning; Natural Language Processing; Computer Vision; Other Technologies
3) By Toxicity Endpoints: Genotoxicity; Hepatotoxicity; Neurotoxicity; Cardiotoxicity; Other Toxicity Endpoints
4) By End User: Pharmaceutical And Biotechnology Companies; Chemical And Cosmetics; Contract Research Organizations; Other End Users
Companies Mentioned: Simulations Plus Inc.; Certara Inc.; Schrodinger Inc.; Merative LP (formerly IBM Watson Health); BIOVIA (a Dassault Systemes company)
Countries: China; Australia; India; Indonesia; Japan; South Korea; USA; Canada; Brazil; France; Germany; UK; Italy; Spain; Russia
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time-series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets; GDP proportions; expenditure per capita; artificial intelligence (AI) in predictive toxicology indicators comparison.
Data segmentations: country and regional historic and forecast data; market share of competitors; market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Table of Contents
1 Executive Summary
1.1 Artificial Intelligence (AI) In Predictive Toxicology - Market Attractiveness And Macro Economic Landscape
2 Table Of Contents
3 List Of Tables
4 List Of Figures
5 Report Structure
6 Market Characteristics
6.1 General Market Definition
6.2 Summary
6.3 Artificial Intelligence (AI) In Predictive Toxicology Market Definition And Segmentations
6.4 Market Segmentation By Component
6.4.1 Solutions
6.4.2 Services
6.5 Market Segmentation By Technology
6.5.1 Machine Learning
6.5.2 Natural Language Processing
6.5.3 Computer Vision
6.5.4 Other Technologies
6.6 Market Segmentation By Toxicity Endpoints
6.6.1 Genotoxicity
6.6.2 Hepatotoxicity
6.6.3 Neurotoxicity
6.6.4 Cardiotoxicity
6.6.5 Other Toxicity Endpoints
6.7 Market Segmentation By End User
6.7.1 Pharmaceutical and Biotechnology Companies
6.7.2 Chemical and Cosmetics
6.7.3 Contract Research Organizations (CROs)
6.7.4 Other End Users
7 Major Market Trends
7.1 Launch Of AI-Driven Risk Assessment Platform To Enhance Drug Safety Predictions
7.2 Introduction Of AI-Powered Modules For Predicting Combination Regimen Efficacy In Cancer Treatment
7.3 Development Of AI-Powered Platforms To Replace Animal Testing In Toxicology Studies
7.4 Expansion Of AI-Driven Digital Pathology Collaborations For Toxicologic Research
7.5 Expansion Of Predictive-Toxicology Platforms To Anticipate Off-Target Risks In Drug Discovery
Integration Of AI-Driven Toxicity Platforms With Digital Lab Management Systems 43
8 Global Artificial Intelligence (AI) In Predictive Toxicology Growth Analysis And Strategic Analysis Framework
8.1 Global Artificial Intelligence (AI) In Predictive Toxicology PESTEL Analysis
8.1.1 Political
8.1.2 Economic
8.1.3 Social
8.1.4 Technological
8.1.5 Environmental
8.1.6 Legal
8.2 Analysis Of End Users (B2B)
8.2.1 Pharmaceutical And Biotechnology Companies
8.2.2 Chemical And Cometics
8.2.3 Contract Research Organizations
8.2.4 Other End Users
8.3 Global Artificial Intelligence (AI) In Predictive Toxicology Market Growth Rate Analysis
8.4 Historic Market Growth, 2019 - 2024, Value ($ Million)
8.7 Global Artificial Intelligence (AI) In Predictive Toxicology Total Addressable Market (TAM)
9 Global Artificial Intelligence (AI) In Predictive Toxicology Market Segmentation
9.1 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.2 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.3 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.4 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.5 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Sub-Segmentation Of Solutions, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
9.6 Global Artificial Intelligence (AI) In Predictive Toxicology Market, Sub-Segmentation Of Services, By Type, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
10 Artificial Intelligence (AI) In Predictive Toxicology Market, Regional and Country Analysis
10.1 Global Artificial Intelligence (AI) In Predictive Toxicology Market, By Region, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
10.2 Global Artificial Intelligence (AI) In Predictive Toxicology Market, By Country, Historic and Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11 Asia-Pacific Market
11.1 Summary
11.2 Market Overview
11.2.1 Region Information
11.2.2 Market Information
11.2.3 Background Information
11.2.4 Government Initiatives
11.2.5 Regulations
11.2.6 Regulatory Bodies
11.2.7 Major Associations
11.2.8 Taxes Levied
11.2.9 Corporate Tax Structure
11.2.10 Investments
11.2.11 Major Companies
11.3 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.4 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.5 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.6 Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
11.7 China Market
11.8 Summary
11.9 Market Overview
11.9.1 Country Information
11.9.2 Market Information
11.9.3 Background Information
11.9.4 Government Initiatives
11.9.5 Regulations
11.9.6 Regulatory Bodies
11.9.7 Major Associations
11.9.8 Taxes Levied
11.9.9 Corporate Tax Structure
11.9.10 Major Companies
11.10 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.11 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.12 China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.13 India Market
11.14 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.15 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.16 India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.17 Japan Market
11.18 Summary
11.19 Market Overview
11.19.1 Country Information
11.19.2 Market Information
11.19.3 Background Information
11.19.4 Government Initiatives
11.19.5 Regulations
11.19.6 Regulatory Bodies
11.19.7 Major Associations
11.19.8 Taxes Levied
11.19.9 Corporate Tax Structure
11.19.10 Investments
11.19.11 Major Companies
11.20 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.21 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.22 Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.23 South Korea Market
11.24 Summary
11.25 Market Overview
11.25.1 Country Information
11.25.2 Market Information
11.25.3 Background Information
11.25.4 Government Initiatives
11.25.5 Regulations
11.25.6 Regulatory Bodies
11.25.7 Major Associations
11.25.8 Taxes Levied
11.25.9 Corporate Tax Structure
11.25.10 Major Companies
11.26 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.27 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.28 South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.29 Australia Market
11.30 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.31 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.32 Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.33 Indonesia Market
11.34 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.35 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
11.36 Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12 Western Europe Market
12.1 Summary
12.2 Market Overview
12.2.1 Region Information
12.2.2 Market Information
12.2.3 Background Information
12.2.4 Government Initiatives
12.2.5 Regulations
12.2.6 Regulatory Bodies
12.2.7 Major Associations
12.2.8 Taxes Levied
12.2.9 Corporate tax structure
12.2.10 Investments
12.2.11 Major Companies
12.3 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.4 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.5 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.6 Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
12.7 UK Market
12.8 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.9 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.10 UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.11 Germany Market
12.12 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.13 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.14 Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.15 France Market
12.16 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.17 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.18 France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.19 Italy Market
12.20 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.21 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.22 Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.23 Spain Market
12.24 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.25 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
12.26 Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13 Eastern Europe Market
13.1 Summary
13.2 Market Overview
13.2.1 Region Information
13.2.2 Market Information
13.2.3 Background Information
13.2.4 Government Initiatives
13.2.5 Regulations
13.2.6 Regulatory Bodies
13.2.7 Major Associations
13.2.8 Taxes Levied
13.2.9 Corporate Tax Structure
13.2.10 Investments
13.2.11 Major Companies
13.3 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.4 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.5 Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.6 Russia Market
13.7 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.8 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
13.9 Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14 North America Market
14.1 Summary
14.2 Market Overview
14.2.1 Region Information
14.2.2 Market Information
14.2.3 Background Information
14.2.4 Government Initiatives
14.2.5 Regulations
14.2.6 Regulatory Bodies
14.2.7 Major Associations
14.2.8 Taxes Levied
14.2.9 Corporate Tax Structure
14.2.10 Investments
14.2.11 Major Companies
14.3 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.4 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.5 North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.6 North America Artificial Intelligence (AI) In Predictive Toxicology Market: Country Analysis
14.7 USA Market
14.8 Summary
14.9 Market Overview
14.9.1 Country Information
14.9.2 Market Information
14.9.3 Background Information
14.9.4 Government Initiatives
14.9.5 Regulations
14.9.6 Regulatory Bodies
14.9.7 Major Associations
14.9.8 Taxes Levied
14.9.9 Corporate Tax Structure
14.9.10 Investments
14.9.11 Major Companies
14.10 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.11 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.12 USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.13 Canada Market
14.14 Summary
14.15 Market Overview
14.15.1 Country Information
14.15.2 Market Information
14.15.3 Background Information
14.15.4 Government Initiatives
14.15.5 Regulations
14.15.6 Regulatory Bodies
14.15.7 Major Associations
14.15.8 Taxes Levied
14.15.9 Corporate Tax Structure
14.15.10 Major Companies
14.16 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.17 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
14.18 Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15 South America Market
15.1 Summary
15.2 Market Overview
15.2.1 Region Information
15.2.2 Market Information
15.2.3 Background Information
15.2.4 Government Initiatives
15.2.5 Regulations
15.2.6 Regulatory Bodies
15.2.7 Major Associations
15.2.8 Taxes Levied
15.2.9 Corporate Tax Structure
15.2.10 Major Companies
15.3 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.4 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.5 South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.6 Brazil Market
15.7 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.8 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
15.9 Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16 Middle East Market
16.1 Summary
16.2 Market Overview
16.2.1 Region Information
16.2.2 Market Information
16.2.3 Background Information
16.2.4 Government Initiatives
16.2.5 Regulations
16.2.6 Regulatory Bodies
16.2.7 Major Associations
16.2.8 Taxes Levied
16.2.9 Corporate Tax Structure
16.2.10 Major Companies
16.3 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.4 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
16.5 Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17 Africa Market
17.1 Summary
17.2 Market Overview
17.2.1 Region Information
17.2.2 Market Information
17.2.3 Background Information
17.2.4 Government Initiatives
17.2.5 Regulations
17.2.6 Regulatory Bodies
17.2.7 Major Associations
17.2.8 Taxes Levied
17.2.9 Corporate Tax Structure
17.2.10 Major Companies
17.3 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.4 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
17.5 Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic And Forecast, 2019 - 2024, 2029F, 2034F, Value ($ Million)
18 Competitive Landscape And Company Profiles
18.1 Company Profiles
18.2 Simulations Plus Inc
18.2.1 Company Overview
18.2.2 Products And Services
18.2.3 Business Strategy
18.2.4 Financial Overview
18.3 Certara Inc
18.3.1 Company Overview
18.3.2 Products And Services
18.3.3 Business Strategy
18.3.4 Financial Overview
18.4 Schrodinger Inc
18.4.1 Company Overview
18.4.2 Products And Services
18.4.3 Business Strategy
18.4.4 Financial Overview
18.5 Merative LP (formerly IBM Watson Health)
18.5.1 Company Overview
18.5.2 Products And Services
18.5.3 Business Strategy
18.5.4 Financial Overview
18.6 BIOVIA (a Dassault Systemes company)
18.6.1 Company Overview
18.6.2 Products And Services
18.6.3 Business Strategy
18.6.4 Financial Overview
19 Other Major And Innovative Companies
19.1 Cyprotex
19.1.1 Company Overview
19.1.2 Products And Services
19.2 Evalueserve Holding AG
19.2.1 Company Overview
19.2.2 Products And Services
19.3 Recursion Pharmaceuticals Inc.
19.3.1 Company Overview
19.3.2 Products And Services
19.4 Eurofins Scientific SE
19.4.1 Company Overview
19.4.2 Products And Services
19.5 Charles River Laboratories International
19.5.1 Company Overview
19.5.2 Products And Services
19.6 Insilico Medicine
19.6.1 Company Overview
19.6.2 Products And Services
19.7 Berg Health
19.7.1 Company Overview
19.7.2 Products And Services
19.8 Atomwise Inc.
19.8.1 Company Overview
19.8.2 Products And Services
19.9 AIRA Matrix Pvt. Ltd.
19.9.1 Company Overview
19.9.2 Products And Services
19.10 ScitoVation LLC
19.10.1 Company Overview
19.10.2 Products And Services
19.11 Molecular Devices LLC
19.11.1 Company Overview
19.11.2 Products And Services
19.12 Biovista Inc.
19.12.1 Company Overview
19.12.2 Products And Services
19.13 MultiCASE Inc.
19.13.1 Company Overview
19.13.2 Products And Services
19.14 Lhasa Limited
19.14.1 Company Overview
19.14.2 Products And Services
19.15 BenevolentAI
19.15.1 Company Overview
19.15.2 Products And Services
20 Competitive Benchmarking
21 Competitive Dashboard
22 Mergers And Acquisitions
22.1 Certara, Inc. Acquired Chemaxon Ltd.
23 Recent Developments In Artificial Intelligence (AI) In Predictive Toxicology
