한글목차

생물학 분야 생성형 AI 시장은 2024-2029년에 3억 8,640만 달러 증가하고, 예측 기간 중 연평균 복합 성장률(CAGR)은 29.3%를 보일 것으로 예측됩니다.

세계의 생물학 분야 생성형 AI(Generative AI) 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더에 대한 벤더 분석 등의 정보를 전해드립니다.

현재의 시장 시나리오, 최신 동향 및 성장요인, 시장 환경 전반에 대한 최신 분석을 제공합니다. 시장은 의약품 생산성 향상과 비용 절감의 필요성, AI 기술과 컴퓨팅 인프라의 급속한 발전, 고품질 및 대규모 생물학적 데이터의 급격한 증가에 의해 주도되고 있습니다.

본 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.

본 조사에서는 향후 몇 년간 생물학 분야의 생성형 AI 시장의 성장을 가속할 주요 요인 중 하나로 생물학적 기반 모델과 대규모 언어 모델의 부상을 꼽고 있습니다. 또한, 신약개발을 위한 엔드-투-엔드 통합 플랫폼으로의 전환과 고부가가치의 위험분담형 전략적 파트너십의 확산은 시장의 큰 수요로 이어질 것입니다.

목차

제1장 주요 요약

• 시장 개요

제2장 Technavio 분석

• 가격, 수명주기, 고객 구입 바스켓, 채택 비율, 구입 기준 분석
• 인풋의 중요성과 차별화 요인
• 혼란 요인
• 성장 촉진요인과 과제의 영향

제3장 시장 구도

• 시장 생태계
• 시장 특징
• 밸류체인 분석

제4장 시장 규모

• 시장의 정의
• 시장 부문 분석
• 시장 규모(2024년)
• 시장 전망(2024-2029년)

제5장 Five Forces 분석

• Five Forces 요약
• 바이어의 교섭력
• 공급 기업의 교섭력
• 신규 진출업체의 위협
• 대체품의 위협
• 경쟁 위협
• 시장 현황

제6장 시장 세분화 : 기술별

• 시장 부문
• 비교 : 기술별
• 트랜스포머 기반 : 시장 규모와 예측(2024-2029년)
• 법학 석사 : 시장 규모와 예측(2024-2029년)
• GAN : 시장 규모와 예측(2024-2029년)
• 확산 모델 : 시장 규모와 예측(2024-2029년)
• 시장 기회 : 기술별

제7장 시장 세분화 : 용도별

• 시장 부문
• 비교 : 용도별
• 새로운 의약품 설계 : 시장 규모와 예측(2024-2029년)
• 단백질 구조 예측 : 시장 규모와 예측(2024-2029년)
• 유전자 및 DNA 배열 생성 : 시장 규모와 예측(2024-2029년)
• 합성생물학 : 시장 규모와 예측(2024-2029년)
• 기타 : 시장 규모와 예측(2024-2029년)
• 시장 기회 : 용도별

제8장 시장 세분화 : 최종사용자별

• 시장 부문
• 비교 : 최종사용자별
• 의약품 및 Drug Discovery : 시장 규모와 예측(2024-2029년)
• 바이오테크놀러지 및 바이오인포매틱스 : 시장 규모와 예측(2024-2029년)
• 학술연구 : 시장 규모와 예측(2024-2029년)
• 계약연구기관 : 시장 규모와 예측(2024-2029년)
• 시장 기회 : 최종사용자별

제9장 고객 상황

• 고객 상황 개요

제10장 지역별 상황

• 지역별 세분화
• 지역별 비교
• 북미 : 시장 규모와 예측(2024-2029년)
• 유럽 : 시장 규모와 예측(2024-2029년)
• 아시아태평양 : 시장 규모와 예측(2024-2029년)
• 남미 : 시장 규모와 예측(2024-2029년)
• 중동 및 아프리카 : 시장 규모와 예측(2024-2029년)
• 인도 : 시장 규모와 예측(2024-2029년)
• 미국 : 시장 규모와 예측(2024-2029년)
• 프랑스 : 시장 규모와 예측(2024-2029년)
• 이탈리아 : 시장 규모와 예측(2024-2029년)
• 한국 : 시장 규모와 예측(2024-2029년)
• 중국 : 시장 규모와 예측(2024-2029년)
• 캐나다 : 시장 규모와 예측(2024-2029년)
• 영국 : 시장 규모와 예측(2024-2029년)
• 독일 : 시장 규모와 예측(2024-2029년)
• 일본 : 시장 규모와 예측(2024-2029년)
• 시장 기회 : 지역 상황별

제11장 성장 촉진요인, 과제, 기회 및 성장 억제요인

• 시장 성장 촉진요인
• 시장이 해결해야 할 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회와 성장 억제요인

제12장 경쟁 구도

• 개요
• 경쟁 구도
• 파괴적 혁신 상황
• 업계 리스크

제13장 경쟁 분석

• 기업 개요
• 기업 순위 지수
• 기업의 시장 포지셔닝
• Absci
• Arzeda Corp.
• Atomwise Inc.
• BenevolentAI
• Deep Genomics Inc.
• DeepMind Technologies Ltd.
• Evogene Ltd.
• Exscientia PLC
• Generate Biomedicines
• Ginkgo Bioworks Holdings Inc.
• Insilico Medicine
• Owkin Inc.
• Recursion Pharmaceuticals Inc.
• Schrodinger Inc.
• Shiru Inc.

제14장 부록

영문목차

The generative AI in biology market is forecasted to grow by USD 386.4 mn during 2024-2029, accelerating at a CAGR of 29.3% during the forecast period. The report on the generative AI in biology market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by imperative to enhance pharmaceutical productivity and reduce costs, rapid advancements in AI technology and computational infrastructure, and exponential growth of high-quality, large-scale biological data.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's generative AI in biology market is segmented as below:

By Technology

• Transformer-based
• LLM
• GANs
• Diffusion models

By Application

• Novel drug design
• Protein structure prediction
• Gene and DNA sequence generation
• Synthetic biology
• Others

By End-user

• Pharmaceutical and drug discovery
• Biotech and bioinformatics
• Academic and research
• Contract research organizations

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the rise of biological foundation models and large language models as one of the prime reasons driving the generative AI in biology market growth during the next few years. Also, shift toward end-to-end integrated platforms for drug discovery and proliferation of high-value, risk-sharing strategic partnerships will lead to sizable demand in the market.

The report on the generative AI in biology market covers the following areas:

• generative AI In Biology Market sizing
• generative AI In Biology Market forecast
• generative AI In Biology Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading generative AI in biology market vendors that include Absci, Arzeda Corp., Atomwise Inc., BenevolentAI, Cyclica, Deep Genomics Inc., DeepMind Technologies Ltd., Evogene Ltd., Exscientia PLC, Generate Biomedicines, Ginkgo Bioworks Holdings Inc., Insilico Medicine, Owkin Inc., Recursion Pharmaceuticals Inc., Schrodinger Inc., Shiru Inc., and Verge Analytics Inc.. Also, the generative AI in biology market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Technology
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 5.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

6 Market Segmentation by Technology

• 6.1 Market segments
  • Chart on Technology - Market share 2024-2029 (%)
  • Data Table on Technology - Market share 2024-2029 (%)
• 6.2 Comparison by Technology
  • Chart on Comparison by Technology
  • Data Table on Comparison by Technology
• 6.3 Transformer-based - Market size and forecast 2024-2029
  • Chart on Transformer-based - Market size and forecast 2024-2029 ($ million)
  • Data Table on Transformer-based - Market size and forecast 2024-2029 ($ million)
  • Chart on Transformer-based - Year-over-year growth 2024-2029 (%)
  • Data Table on Transformer-based - Year-over-year growth 2024-2029 (%)
• 6.4 LLM - Market size and forecast 2024-2029
  • Chart on LLM - Market size and forecast 2024-2029 ($ million)
  • Data Table on LLM - Market size and forecast 2024-2029 ($ million)
  • Chart on LLM - Year-over-year growth 2024-2029 (%)
  • Data Table on LLM - Year-over-year growth 2024-2029 (%)
• 6.5 GANs - Market size and forecast 2024-2029
  • Chart on GANs - Market size and forecast 2024-2029 ($ million)
  • Data Table on GANs - Market size and forecast 2024-2029 ($ million)
  • Chart on GANs - Year-over-year growth 2024-2029 (%)
  • Data Table on GANs - Year-over-year growth 2024-2029 (%)
• 6.6 Diffusion models - Market size and forecast 2024-2029
  • Chart on Diffusion models - Market size and forecast 2024-2029 ($ million)
  • Data Table on Diffusion models - Market size and forecast 2024-2029 ($ million)
  • Chart on Diffusion models - Year-over-year growth 2024-2029 (%)
  • Data Table on Diffusion models - Year-over-year growth 2024-2029 (%)
• 6.7 Market opportunity by Technology
  • Market opportunity by Technology ($ million)
  • Data Table on Market opportunity by Technology ($ million)

7 Market Segmentation by Application

• 7.1 Market segments
  • Chart on Application - Market share 2024-2029 (%)
  • Data Table on Application - Market share 2024-2029 (%)
• 7.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 7.3 Novel drug design - Market size and forecast 2024-2029
  • Chart on Novel drug design - Market size and forecast 2024-2029 ($ million)
  • Data Table on Novel drug design - Market size and forecast 2024-2029 ($ million)
  • Chart on Novel drug design - Year-over-year growth 2024-2029 (%)
  • Data Table on Novel drug design - Year-over-year growth 2024-2029 (%)
• 7.4 Protein structure prediction - Market size and forecast 2024-2029
  • Chart on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
  • Data Table on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
  • Chart on Protein structure prediction - Year-over-year growth 2024-2029 (%)
  • Data Table on Protein structure prediction - Year-over-year growth 2024-2029 (%)
• 7.5 Gene and DNA sequence generation - Market size and forecast 2024-2029
  • Chart on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
  • Data Table on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
  • Chart on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
  • Data Table on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
• 7.6 Synthetic biology - Market size and forecast 2024-2029
  • Chart on Synthetic biology - Market size and forecast 2024-2029 ($ million)
  • Data Table on Synthetic biology - Market size and forecast 2024-2029 ($ million)
  • Chart on Synthetic biology - Year-over-year growth 2024-2029 (%)
  • Data Table on Synthetic biology - Year-over-year growth 2024-2029 (%)
• 7.7 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 7.8 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

8 Market Segmentation by End-user

• 8.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 8.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 8.3 Pharmaceutical and drug discovery - Market size and forecast 2024-2029
  • Chart on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
  • Data Table on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
  • Chart on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
  • Data Table on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
• 8.4 Biotech and bioinformatics - Market size and forecast 2024-2029
  • Chart on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
  • Data Table on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
  • Chart on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
  • Data Table on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
• 8.5 Academic and research - Market size and forecast 2024-2029
  • Chart on Academic and research - Market size and forecast 2024-2029 ($ million)
  • Data Table on Academic and research - Market size and forecast 2024-2029 ($ million)
  • Chart on Academic and research - Year-over-year growth 2024-2029 (%)
  • Data Table on Academic and research - Year-over-year growth 2024-2029 (%)
• 8.6 Contract research organizations - Market size and forecast 2024-2029
  • Chart on Contract research organizations - Market size and forecast 2024-2029 ($ million)
  • Data Table on Contract research organizations - Market size and forecast 2024-2029 ($ million)
  • Chart on Contract research organizations - Year-over-year growth 2024-2029 (%)
  • Data Table on Contract research organizations - Year-over-year growth 2024-2029 (%)
• 8.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

9 Customer Landscape

• 9.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

10 Geographic Landscape

• 10.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 10.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 10.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 10.4 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 10.5 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 10.6 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 10.7 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 10.8 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 10.9 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 10.10 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 10.11 Italy - Market size and forecast 2024-2029
  • Chart on Italy - Market size and forecast 2024-2029 ($ million)
  • Data Table on Italy - Market size and forecast 2024-2029 ($ million)
  • Chart on Italy - Year-over-year growth 2024-2029 (%)
  • Data Table on Italy - Year-over-year growth 2024-2029 (%)
• 10.12 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 10.13 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 10.14 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 10.15 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 10.16 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 10.17 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 10.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

11 Drivers, Challenges, and Opportunity/Restraints

• 11.1 Market drivers
• 11.2 Market challenges
• 11.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 11.4 Market opportunities/restraints

12 Competitive Landscape

• 12.1 Overview
• 12.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 12.3 Landscape disruption
  • Overview on factors of disruption
• 12.4 Industry risks
  • Impact of key risks on business

13 Competitive Analysis

• 13.1 Companies profiled
  • Companies covered
• 13.2 Company ranking index
  • Company ranking index
• 13.3 Market positioning of companies
  • Matrix on companies position and classification
• 13.4 Absci
  • Absci - Overview
  • Absci - Product / Service
  • Absci - Key offerings
  • SWOT
• 13.5 Arzeda Corp.
  • Arzeda Corp. - Overview
  • Arzeda Corp. - Product / Service
  • Arzeda Corp. - Key offerings
  • SWOT
• 13.6 Atomwise Inc.
  • Atomwise Inc. - Overview
  • Atomwise Inc. - Product / Service
  • Atomwise Inc. - Key offerings
  • SWOT
• 13.7 BenevolentAI
  • BenevolentAI - Overview
  • BenevolentAI - Product / Service
  • BenevolentAI - Key offerings
  • SWOT
• 13.8 Deep Genomics Inc.
  • Deep Genomics Inc. - Overview
  • Deep Genomics Inc. - Product / Service
  • Deep Genomics Inc. - Key offerings
  • SWOT
• 13.9 DeepMind Technologies Ltd.
  • DeepMind Technologies Ltd. - Overview
  • DeepMind Technologies Ltd. - Product / Service
  • DeepMind Technologies Ltd. - Key offerings
  • SWOT
• 13.10 Evogene Ltd.
  • Evogene Ltd. - Overview
  • Evogene Ltd. - Business segments
  • Evogene Ltd. - Key offerings
  • Evogene Ltd. - Segment focus
  • SWOT
• 13.11 Exscientia PLC
  • Exscientia PLC - Overview
  • Exscientia PLC - Product / Service
  • Exscientia PLC - Key offerings
  • SWOT
• 13.12 Generate Biomedicines
  • Generate Biomedicines - Overview
  • Generate Biomedicines - Product / Service
  • Generate Biomedicines - Key offerings
  • SWOT
• 13.13 Ginkgo Bioworks Holdings Inc.
  • Ginkgo Bioworks Holdings Inc. - Overview
  • Ginkgo Bioworks Holdings Inc. - Business segments
  • Ginkgo Bioworks Holdings Inc. - Key offerings
  • Ginkgo Bioworks Holdings Inc. - Segment focus
  • SWOT
• 13.14 Insilico Medicine
  • Insilico Medicine - Overview
  • Insilico Medicine - Product / Service
  • Insilico Medicine - Key offerings
  • SWOT
• 13.15 Owkin Inc.
  • Owkin Inc. - Overview
  • Owkin Inc. - Product / Service
  • Owkin Inc. - Key offerings
  • SWOT
• 13.16 Recursion Pharmaceuticals Inc.
  • Recursion Pharmaceuticals Inc. - Overview
  • Recursion Pharmaceuticals Inc. - Product / Service
  • Recursion Pharmaceuticals Inc. - Key offerings
  • SWOT
• 13.17 Schrodinger Inc.
  • Schrodinger Inc. - Overview
  • Schrodinger Inc. - Business segments
  • Schrodinger Inc. - Key offerings
  • Schrodinger Inc. - Segment focus
  • SWOT
• 13.18 Shiru Inc.
  • Shiru Inc. - Overview
  • Shiru Inc. - Product / Service
  • Shiru Inc. - Key offerings
  • SWOT

14 Appendix

• 14.1 Scope of the report
• 14.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 14.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 14.4 Research methodology
  • Research methodology
• 14.5 Data procurement
  • Information sources
• 14.6 Data validation
  • Data validation
• 14.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 14.8 Data synthesis
  • Data synthesis
• 14.9 360 degree market analysis
  • 360 degree market analysis
• 14.10 List of abbreviations
  • List of abbreviations