Global Ai For Scientific Discovery Market 2025-2029
Description
Global Ai For Scientific Discovery Market 2025-2029
The global ai for scientific discovery market is forecasted to grow by USD 4407.4 mn during 2024-2029, accelerating at a CAGR of 19.0% during the forecast period. The report on the global ai for scientific discovery 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 proliferation of high-volume scientific data and advanced computational infrastructure, escalating investment and cross-disciplinary strategic collaborations, transformative advances in ai models and algorithms.
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. For further information on this report, please visit -
https://www.technavio.com/report/report/ai-for-scientific-discovery-market-industry-analysis
Technavio's global ai for scientific discovery market is segmented as below:
By Application
The report on the global ai for scientific discovery market covers the following areas:
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.
The global ai for scientific discovery market is forecasted to grow by USD 4407.4 mn during 2024-2029, accelerating at a CAGR of 19.0% during the forecast period. The report on the global ai for scientific discovery 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 proliferation of high-volume scientific data and advanced computational infrastructure, escalating investment and cross-disciplinary strategic collaborations, transformative advances in ai models and algorithms.
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. For further information on this report, please visit -
https://www.technavio.com/report/report/ai-for-scientific-discovery-market-industry-analysis
Technavio's global ai for scientific discovery market is segmented as below:
By Application
- Target discovery
- De novo molecule design
- Biomarker and omics analysis
- Predictive toxicology
- Generative models
- Graph and molecular ML
- Physics-informed ML
- Simulation and digital twins
- Pharmaceutical research and development
- Biotechnology companies
- Academic and national labs
- Chemical and materials science firms
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- Spain
- The Netherlands
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- South America
- Brazil
- Argentina
- Colombia
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
The report on the global ai for scientific discovery market covers the following areas:
- Global ai for scientific discovery market sizing
- Global ai for scientific discovery market forecast
- Global ai for scientific discovery market industry analysis
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
303 Pages
- 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 Geography
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Technology
- 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
- Chart on Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Chart on Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2024 and 2029
- 3 Market Landscape
- 3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Chart on Market characteristics analysis
- 3.3 Value chain analysis
- Chart on Value chain analysis
- 4 Market Sizing
- 4.1 Market definition
- Data Table on 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 Historic Market Size
- 5.1 Global AI For Scientific Discovery Market 2019 - 2023
- Historic Market Size - Data Table on Global AI For Scientific Discovery Market 2019 - 2023 ($ million)
- 5.2 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.3 Technology segment analysis 2019 - 2023
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
- 5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
- 6 Five Forces Analysis
- 6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
- 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 Target discovery - Market size and forecast 2024-2029
- Chart on Target discovery - Market size and forecast 2024-2029 ($ million)
- Data Table on Target discovery - Market size and forecast 2024-2029 ($ million)
- Chart on Target discovery - Year-over-year growth 2024-2029 (%)
- Data Table on Target discovery - Year-over-year growth 2024-2029 (%)
- 7.4 De novo molecule design - Market size and forecast 2024-2029
- Chart on De novo molecule design - Market size and forecast 2024-2029 ($ million)
- Data Table on De novo molecule design - Market size and forecast 2024-2029 ($ million)
- Chart on De novo molecule design - Year-over-year growth 2024-2029 (%)
- Data Table on De novo molecule design - Year-over-year growth 2024-2029 (%)
- 7.5 Biomarker and omics analysis - Market size and forecast 2024-2029
- Chart on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
- Data Table on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
- Chart on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
- Data Table on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
- 7.6 Predictive toxicology - Market size and forecast 2024-2029
- Chart on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
- Data Table on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
- Chart on Predictive toxicology - Year-over-year growth 2024-2029 (%)
- Data Table on Predictive toxicology - Year-over-year growth 2024-2029 (%)
- 7.7 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
- 8 Market Segmentation by Technology
- 8.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 8.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 8.3 Generative models - Market size and forecast 2024-2029
- Chart on Generative models - Market size and forecast 2024-2029 ($ million)
- Data Table on Generative models - Market size and forecast 2024-2029 ($ million)
- Chart on Generative models - Year-over-year growth 2024-2029 (%)
- Data Table on Generative models - Year-over-year growth 2024-2029 (%)
- 8.4 Graph and molecular ML - Market size and forecast 2024-2029
- Chart on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
- Data Table on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
- Chart on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
- Data Table on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
- 8.5 Physics-informed ML - Market size and forecast 2024-2029
- Chart on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
- Data Table on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
- Chart on Physics-informed ML - Year-over-year growth 2024-2029 (%)
- Data Table on Physics-informed ML - Year-over-year growth 2024-2029 (%)
- 8.6 Simulation and digital twins - Market size and forecast 2024-2029
- Chart on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
- Data Table on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
- Chart on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
- Data Table on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
- 8.7 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
- 9 Market Segmentation by End-user
- 9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 9.3 Pharmaceutical research and development - Market size and forecast 2024-2029
- Chart on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
- Data Table on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
- Chart on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
- Data Table on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
- 9.4 Biotechnology companies - Market size and forecast 2024-2029
- Chart on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
- Data Table on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
- Chart on Biotechnology companies - Year-over-year growth 2024-2029 (%)
- Data Table on Biotechnology companies - Year-over-year growth 2024-2029 (%)
- 9.5 Academic and national labs - Market size and forecast 2024-2029
- Chart on Academic and national labs - Market size and forecast 2024-2029 ($ million)
- Data Table on Academic and national labs - Market size and forecast 2024-2029 ($ million)
- Chart on Academic and national labs - Year-over-year growth 2024-2029 (%)
- Data Table on Academic and national labs - Year-over-year growth 2024-2029 (%)
- 9.6 Chemical and materials science firms - Market size and forecast 2024-2029
- Chart on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
- Data Table on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
- Chart on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
- Data Table on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
- 9.7 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
- 10 Customer Landscape
- 10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 11 Geographic Landscape
- 11.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 11.3 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 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 11.3.1 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 (%)
- 11.3.2 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 (%)
- 11.3.3 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
- 11.4 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 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 11.4.1 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 (%)
- 11.4.2 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 (%)
- 11.4.3 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 (%)
- 11.4.4 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 (%)
- 11.4.5 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - Year-over-year growth 2024-2029 (%)
- 11.4.6 The Netherlands - Market size and forecast 2024-2029
- Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
- Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
- 11.5 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 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 11.5.1 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 (%)
- 11.5.2 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 (%)
- 11.5.3 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 (%)
- 11.5.4 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 (%)
- 11.5.5 Australia - Market size and forecast 2024-2029
- Chart on Australia - Market size and forecast 2024-2029 ($ million)
- Data Table on Australia - Market size and forecast 2024-2029 ($ million)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- 11.5.6 Indonesia - Market size and forecast 2024-2029
- Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
- Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
- Chart on Indonesia - Year-over-year growth 2024-2029 (%)
- Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
- 11.6 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 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 11.6.1 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 11.6.2 Argentina - Market size and forecast 2024-2029
- Chart on Argentina - Market size and forecast 2024-2029 ($ million)
- Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
- Chart on Argentina - Year-over-year growth 2024-2029 (%)
- Data Table on Argentina - Year-over-year growth 2024-2029 (%)
- 11.6.3 Colombia - Market size and forecast 2024-2029
- Chart on Colombia - Market size and forecast 2024-2029 ($ million)
- Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
- Chart on Colombia - Year-over-year growth 2024-2029 (%)
- Data Table on Colombia - Year-over-year growth 2024-2029 (%)
- 11.7 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 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
- Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- 11.7.2 UAE - Market size and forecast 2024-2029
- Chart on UAE - Market size and forecast 2024-2029 ($ million)
- Data Table on UAE - Market size and forecast 2024-2029 ($ million)
- Chart on UAE - Year-over-year growth 2024-2029 (%)
- Data Table on UAE - Year-over-year growth 2024-2029 (%)
- 11.7.3 South Africa - Market size and forecast 2024-2029
- Chart on South Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
- Chart on South Africa - Year-over-year growth 2024-2029 (%)
- Data Table on South Africa - Year-over-year growth 2024-2029 (%)
- 11.7.4 Israel - Market size and forecast 2024-2029
- Chart on Israel - Market size and forecast 2024-2029 ($ million)
- Data Table on Israel - Market size and forecast 2024-2029 ($ million)
- Chart on Israel - Year-over-year growth 2024-2029 (%)
- Data Table on Israel - Year-over-year growth 2024-2029 (%)
- 11.7.5 Turkey - Market size and forecast 2024-2029
- Chart on Turkey - Market size and forecast 2024-2029 ($ million)
- Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
- Chart on Turkey - Year-over-year growth 2024-2029 (%)
- Data Table on Turkey - Year-over-year growth 2024-2029 (%)
- 11.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
- 12 Drivers, Challenges, and Opportunity
- 12.1 Market drivers
- Proliferation of high-volume scientific data and advanced computational infrastructure
- Escalating investment and cross-disciplinary strategic collaborations
- Transformative advances in AI models and algorithms
- 12.2 Market challenges
- Data Scarcity, quality, and interoperability
- Prohibitive computational costs and infrastructure barriers
- Model interpretability, validation, and reproducibility
- 12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 12.4 Market opportunities
- Exponential growth in multi-modal and high-dimensional scientific data
- Maturation of AI architectures and democratization of high-performance computing
- Escalating strategic investments and public-private collaborations
- 13 Competitive Landscape
- 13.1 Overview
- 13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 13.3 Landscape disruption
- Overview on factors of disruption
- 13.4 Industry risks
- Impact of key risks on business
- 14 Competitive Analysis
- 14.1 Companies profiled
- Companies covered
- 14.2 Company ranking index
- Company ranking index
- 14.3 Market positioning of companies
- Matrix on companies position and classification
- 14.4 AbCellera Biologics Inc.
- AbCellera Biologics Inc. - Overview
- AbCellera Biologics Inc. - Product / Service
- AbCellera Biologics Inc. - Key offerings
- SWOT
- 14.5 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
- 14.6 Atomwise Inc.
- Atomwise Inc. - Overview
- Atomwise Inc. - Product / Service
- Atomwise Inc. - Key offerings
- SWOT
- 14.7 Benchling Inc.
- Benchling Inc. - Overview
- Benchling Inc. - Product / Service
- Benchling Inc. - Key offerings
- SWOT
- 14.8 BenchSci Analytics Inc.
- BenchSci Analytics Inc. - Overview
- BenchSci Analytics Inc. - Product / Service
- BenchSci Analytics Inc. - Key offerings
- SWOT
- 14.9 BenevolentAI
- BenevolentAI - Overview
- BenevolentAI - Product / Service
- BenevolentAI - Key offerings
- SWOT
- 14.10 Evaxion AS
- Evaxion AS - Overview
- Evaxion AS - Product / Service
- Evaxion AS - Key offerings
- SWOT
- 14.11 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- 14.12 Healx Ltd.
- Healx Ltd. - Overview
- Healx Ltd. - Product / Service
- Healx Ltd. - Key offerings
- SWOT
- 14.13 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- 14.14 Insilico Medicine
- Insilico Medicine - Overview
- Insilico Medicine - Product / Service
- Insilico Medicine - Key offerings
- SWOT
- 14.15 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 14.16 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- 14.17 Recursion Pharmaceuticals Inc.
- Recursion Pharmaceuticals Inc. - Overview
- Recursion Pharmaceuticals Inc. - Product / Service
- Recursion Pharmaceuticals Inc. - Key offerings
- SWOT
- 14.18 Schrodinger Inc.
- Schrodinger Inc. - Overview
- Schrodinger Inc. - Business segments
- Schrodinger Inc. - Key offerings
- Schrodinger Inc. - Segment focus
- SWOT
- 15 Appendix
- 15.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 15.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 15.4 Research methodology
- Research methodology
- 15.5 Data procurement
- Information sources
- 15.6 Data validation
- Data validation
- 15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 15.8 Data synthesis
- Data synthesis
- 15.9 360 degree market analysis
- 360 degree market analysis
- 15.10 List of abbreviations
- List of abbreviations
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