과학적 발견용 AI 시장(2025-2029년)

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.

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

By Technology

• Generative models
• Graph and molecular ML
• Physics-informed ML
• Simulation and digital twins

By End-User

• Pharmaceutical research and development
• Biotechnology companies
• Academic and national labs
• Chemical and materials science firms

Geography

• 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)

This study identifies the exponential growth in multi-modal and high-dimensional scientific data as one of the prime reasons driving the global AI for scientific discovery market growth during the next few years. Also, maturation of AI architectures and democratization of high-performance computing and escalating strategic investments and public-private collaborations will lead to sizable demand in the market.

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 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 global AI for scientific discovery market vendors that include AbCellera Biologics Inc., Amazon Web Services Inc., Atomwise Inc., Benchling Inc., BenchSci Analytics Inc., BenevolentAI, Evaxion AS, Generate Biomedicines, Google LLC, Healx Ltd., IBM Corp., Insilico Medicine, Microsoft Corp., Nimbus Therapeutics, Novartis AG, NVIDIA Corp., Recursion Pharmaceuticals Inc., Schrodinger Inc.. Also, the global AI for scientific discovery 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 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
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 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

7 Market Segmentation by Application

• 7.1 Market segments
• 7.2 Comparison by Application
• 7.3 Target discovery - Market size and forecast 2024-2029
• 7.4 De novo molecule design - Market size and forecast 2024-2029
• 7.5 Biomarker and omics analysis - Market size and forecast 2024-2029
• 7.6 Predictive toxicology - Market size and forecast 2024-2029
• 7.7 Market opportunity by Application
  • Market opportunity by Application ($ million)

8 Market Segmentation by Technology

• 8.1 Market segments
• 8.2 Comparison by Technology
• 8.3 Generative models - Market size and forecast 2024-2029
• 8.4 Graph and molecular ML - Market size and forecast 2024-2029
• 8.5 Physics-informed ML - Market size and forecast 2024-2029
• 8.6 Simulation and digital twins - Market size and forecast 2024-2029
• 8.7 Market opportunity by Technology
  • Market opportunity by Technology ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Pharmaceutical research and development - Market size and forecast 2024-2029
• 9.4 Biotechnology companies - Market size and forecast 2024-2029
• 9.5 Academic and national labs - Market size and forecast 2024-2029
• 9.6 Chemical and materials science firms - Market size and forecast 2024-2029
• 9.7 Market opportunity by End-user
  • 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
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 Europe - Market size and forecast 2024-2029
  • 11.4.1 Germany - Market size and forecast 2024-2029
  • 11.4.2 UK - Market size and forecast 2024-2029
  • 11.4.3 France - Market size and forecast 2024-2029
  • 11.4.4 Italy - Market size and forecast 2024-2029
  • 11.4.5 Spain - Market size and forecast 2024-2029
  • 11.4.6 The Netherlands - Market size and forecast 2024-2029
• 11.5 APAC - Market size and forecast 2024-2029
  • 11.5.1 China - Market size and forecast 2024-2029
  • 11.5.2 Japan - Market size and forecast 2024-2029
  • 11.5.3 India - Market size and forecast 2024-2029
  • 11.5.4 South Korea - Market size and forecast 2024-2029
  • 11.5.5 Australia - Market size and forecast 2024-2029
  • 11.5.6 Indonesia - Market size and forecast 2024-2029
• 11.6 South America - Market size and forecast 2024-2029
  • 11.6.1 Brazil - Market size and forecast 2024-2029
  • 11.6.2 Argentina - Market size and forecast 2024-2029
  • 11.6.3 Colombia - Market size and forecast 2024-2029
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
  • 11.7.2 UAE - Market size and forecast 2024-2029
  • 11.7.3 South Africa - Market size and forecast 2024-2029
  • 11.7.4 Israel - Market size and forecast 2024-2029
  • 11.7.5 Turkey - Market size and forecast 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