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Generative AI in Biology Market 2025-2029

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    Report

  • 234 Pages
  • August 2025
  • Region: Global
  • TechNavio
  • ID: 6156402
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The generative ai in biology market is forecasted to grow by USD 386.4 million 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.

The 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
A robust vendor analysis within the report 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 report 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 Market 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
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Technology
Exhibits 6: Executive Summary - Chart on Market Segmentation by Application
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Five forces analysis - Comparison between 2024 and 2029
Exhibits 26: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 27: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 28: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 29: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 30: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 31: Chart on Market condition - Five forces 2024 and 2029
Exhibits 32: Chart on Technology - Market share 2024-2029 (%)
Exhibits 33: Data Table on Technology - Market share 2024-2029 (%)
Exhibits 34: Chart on Comparison by Technology
Exhibits 35: Data Table on Comparison by Technology
Exhibits 36: Chart on Transformer-based - Market size and forecast 2024-2029 ($ million)
Exhibits 37: Data Table on Transformer-based - Market size and forecast 2024-2029 ($ million)
Exhibits 38: Chart on Transformer-based - Year-over-year growth 2024-2029 (%)
Exhibits 39: Data Table on Transformer-based - Year-over-year growth 2024-2029 (%)
Exhibits 40: Chart on LLM - Market size and forecast 2024-2029 ($ million)
Exhibits 41: Data Table on LLM - Market size and forecast 2024-2029 ($ million)
Exhibits 42: Chart on LLM - Year-over-year growth 2024-2029 (%)
Exhibits 43: Data Table on LLM - Year-over-year growth 2024-2029 (%)
Exhibits 44: Chart on GANs - Market size and forecast 2024-2029 ($ million)
Exhibits 45: Data Table on GANs - Market size and forecast 2024-2029 ($ million)
Exhibits 46: Chart on GANs - Year-over-year growth 2024-2029 (%)
Exhibits 47: Data Table on GANs - Year-over-year growth 2024-2029 (%)
Exhibits 48: Chart on Diffusion models - Market size and forecast 2024-2029 ($ million)
Exhibits 49: Data Table on Diffusion models - Market size and forecast 2024-2029 ($ million)
Exhibits 50: Chart on Diffusion models - Year-over-year growth 2024-2029 (%)
Exhibits 51: Data Table on Diffusion models - Year-over-year growth 2024-2029 (%)
Exhibits 52: Market opportunity by Technology ($ million)
Exhibits 53: Data Table on Market opportunity by Technology ($ million)
Exhibits 54: Chart on Application - Market share 2024-2029 (%)
Exhibits 55: Data Table on Application - Market share 2024-2029 (%)
Exhibits 56: Chart on Comparison by Application
Exhibits 57: Data Table on Comparison by Application
Exhibits 58: Chart on Novel drug design - Market size and forecast 2024-2029 ($ million)
Exhibits 59: Data Table on Novel drug design - Market size and forecast 2024-2029 ($ million)
Exhibits 60: Chart on Novel drug design - Year-over-year growth 2024-2029 (%)
Exhibits 61: Data Table on Novel drug design - Year-over-year growth 2024-2029 (%)
Exhibits 62: Chart on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
Exhibits 63: Data Table on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
Exhibits 64: Chart on Protein structure prediction - Year-over-year growth 2024-2029 (%)
Exhibits 65: Data Table on Protein structure prediction - Year-over-year growth 2024-2029 (%)
Exhibits 66: Chart on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
Exhibits 67: Data Table on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
Exhibits 68: Chart on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
Exhibits 69: Data Table on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
Exhibits 70: Chart on Synthetic biology - Market size and forecast 2024-2029 ($ million)
Exhibits 71: Data Table on Synthetic biology - Market size and forecast 2024-2029 ($ million)
Exhibits 72: Chart on Synthetic biology - Year-over-year growth 2024-2029 (%)
Exhibits 73: Data Table on Synthetic biology - Year-over-year growth 2024-2029 (%)
Exhibits 74: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 75: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 76: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 77: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 78: Market opportunity by Application ($ million)
Exhibits 79: Data Table on Market opportunity by Application ($ million)
Exhibits 80: Chart on End-user - Market share 2024-2029 (%)
Exhibits 81: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 82: Chart on Comparison by End-user
Exhibits 83: Data Table on Comparison by End-user
Exhibits 84: Chart on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
Exhibits 85: Data Table on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
Exhibits 86: Chart on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
Exhibits 87: Data Table on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
Exhibits 88: Chart on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
Exhibits 89: Data Table on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
Exhibits 90: Chart on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
Exhibits 91: Data Table on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
Exhibits 92: Chart on Academic and research - Market size and forecast 2024-2029 ($ million)
Exhibits 93: Data Table on Academic and research - Market size and forecast 2024-2029 ($ million)
Exhibits 94: Chart on Academic and research - Year-over-year growth 2024-2029 (%)
Exhibits 95: Data Table on Academic and research - Year-over-year growth 2024-2029 (%)
Exhibits 96: Chart on Contract research organizations - Market size and forecast 2024-2029 ($ million)
Exhibits 97: Data Table on Contract research organizations - Market size and forecast 2024-2029 ($ million)
Exhibits 98: Chart on Contract research organizations - Year-over-year growth 2024-2029 (%)
Exhibits 99: Data Table on Contract research organizations - Year-over-year growth 2024-2029 (%)
Exhibits 100: Market opportunity by End-user ($ million)
Exhibits 101: Data Table on Market opportunity by End-user ($ million)
Exhibits 102: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 103: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 104: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 105: Chart on Geographic comparison
Exhibits 106: Data Table on Geographic comparison
Exhibits 107: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 108: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 109: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 110: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 111: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 112: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 113: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 114: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 115: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 116: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 117: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 118: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 119: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 120: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 121: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 122: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 123: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 124: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 125: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 126: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 127: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 128: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 129: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 130: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 131: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 132: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 133: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 134: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 135: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 136: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 137: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 138: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 139: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 140: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibits 141: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 142: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibits 143: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 144: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 145: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 146: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 147: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 148: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 149: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 150: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 151: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 152: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 153: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 154: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 155: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 156: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 157: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 158: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 159: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 160: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 161: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 162: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 163: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 164: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 165: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 166: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 167: Market opportunity By Geographical Landscape ($ million)
Exhibits 168: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 169: Impact of drivers and challenges in 2024 and 2029
Exhibits 170: Overview on criticality of inputs and factors of differentiation
Exhibits 171: Overview on factors of disruption
Exhibits 172: Impact of key risks on business
Exhibits 173: Companies covered
Exhibits 174: Company ranking index
Exhibits 175: Matrix on companies position and classification
Exhibits 176: Absci - Overview
Exhibits 177: Absci - Product / Service
Exhibits 178: Absci - Key offerings
Exhibits 179: SWOT
Exhibits 180: Arzeda Corp. - Overview
Exhibits 181: Arzeda Corp. - Product / Service
Exhibits 182: Arzeda Corp. - Key offerings
Exhibits 183: SWOT
Exhibits 184: Atomwise Inc. - Overview
Exhibits 185: Atomwise Inc. - Product / Service
Exhibits 186: Atomwise Inc. - Key offerings
Exhibits 187: SWOT
Exhibits 188: BenevolentAI - Overview
Exhibits 189: BenevolentAI - Product / Service
Exhibits 190: BenevolentAI - Key offerings
Exhibits 191: SWOT
Exhibits 192: Deep Genomics Inc. - Overview
Exhibits 193: Deep Genomics Inc. - Product / Service
Exhibits 194: Deep Genomics Inc. - Key offerings
Exhibits 195: SWOT
Exhibits 196: DeepMind Technologies Ltd. - Overview
Exhibits 197: DeepMind Technologies Ltd. - Product / Service
Exhibits 198: DeepMind Technologies Ltd. - Key offerings
Exhibits 199: SWOT
Exhibits 200: Evogene Ltd. - Overview
Exhibits 201: Evogene Ltd. - Business segments
Exhibits 202: Evogene Ltd. - Key offerings
Exhibits 203: Evogene Ltd. - Segment focus
Exhibits 204: SWOT
Exhibits 205: Exscientia PLC - Overview
Exhibits 206: Exscientia PLC - Product / Service
Exhibits 207: Exscientia PLC - Key offerings
Exhibits 208: SWOT
Exhibits 209: Generate Biomedicines - Overview
Exhibits 210: Generate Biomedicines - Product / Service
Exhibits 211: Generate Biomedicines - Key offerings
Exhibits 212: SWOT
Exhibits 213: Ginkgo Bioworks Holdings Inc. - Overview
Exhibits 214: Ginkgo Bioworks Holdings Inc. - Business segments
Exhibits 215: Ginkgo Bioworks Holdings Inc. - Key offerings
Exhibits 216: Ginkgo Bioworks Holdings Inc. - Segment focus
Exhibits 217: SWOT
Exhibits 218: Insilico Medicine - Overview
Exhibits 219: Insilico Medicine - Product / Service
Exhibits 220: Insilico Medicine - Key offerings
Exhibits 221: SWOT
Exhibits 222: Owkin Inc. - Overview
Exhibits 223: Owkin Inc. - Product / Service
Exhibits 224: Owkin Inc. - Key offerings
Exhibits 225: SWOT
Exhibits 226: Recursion Pharmaceuticals Inc. - Overview
Exhibits 227: Recursion Pharmaceuticals Inc. - Product / Service
Exhibits 228: Recursion Pharmaceuticals Inc. - Key offerings
Exhibits 229: SWOT
Exhibits 230: Schrodinger Inc. - Overview
Exhibits 231: Schrodinger Inc. - Business segments
Exhibits 232: Schrodinger Inc. - Key offerings
Exhibits 233: Schrodinger Inc. - Segment focus
Exhibits 234: SWOT
Exhibits 235: Shiru Inc. - Overview
Exhibits 236: Shiru Inc. - Product / Service
Exhibits 237: Shiru Inc. - Key offerings
Exhibits 238: SWOT
Exhibits 239: Inclusions checklist
Exhibits 240: Exclusions checklist
Exhibits 241: Currency conversion rates for US$
Exhibits 242: Research methodology
Exhibits 243: Information sources
Exhibits 244: Data validation
Exhibits 245: Validation techniques employed for market sizing
Exhibits 246: Data synthesis
Exhibits 247: 360 degree market analysis
Exhibits 248: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global generative AI in biology market: 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..

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is rise of biological foundation models and large language models."

According to the report, one of the major drivers for this market is the imperative to enhance pharmaceutical productivity and reduce costs.

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 and vendor landscape in addition to a SWOT analysis of the key vendors.

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • 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.
  • Verge Analytics Inc.