바이오인포매틱스용 인공지능 시장 : 구성요소별, 용도별, 최종사용자별, 기술별, 국가별, 지역별 - 세계 산업 분석, 시장 규모, 시장 점유율, 예측(2026-2033년)

Artificial Intelligence in Bioinformatics Market size was valued at US$ 3,780.5 Million in 2025, expanding at a CAGR of 24.6% from 2026 to 2033.

AI in bioinformatics implies the use of different techniques of artificial intelligence like machine learning, deep learning, natural language processing, etc., for the analysis of biological information for the purpose of speeding up genomics studies, improving predictions in protein modeling, and developing drugs and personalized therapies. Bioinformatics systems with the use of AI enable the collection and analysis of vast quantities of clinical, genomic, proteomic, and transcriptomic information much more effectively than conventional analyses. The growing popularity of AI bioinformatics systems is associated with investments made in genome research as well as an ever-increasing demand for the solutions used in drug development. In addition, the effective collaboration of educational institutions, biotechnology companies, and pharma corporations using the technologies will spur the development of medical diagnostics and markers and the creation of personalized treatments.

Artificial Intelligence in Bioinformatics Market- Market Dynamics

Growing Investments in Genomics Research and AI-Driven Drug Discovery Accelerating Market Growth

The increasing generation of biological data via Next-Generation Sequencing (NGS), omics science, and precision medicine is greatly propelling the adoption of Artificial Intelligence in Bioinformatics. The increasing amount and complexity of genomic, proteomic, and clinical data makes AI-enabled analytical tools increasingly popular among research institutes and pharma companies for proper management of the data. They help detect disease markers using machine learning and deep learning algorithms, predict protein structures, understand genomic variants, streamline the process of drug discovery and other operations. Besides, an increasing occurrence of chronic diseases along with the growing popularity of personalized medicine is increasing the adoption of AI-based solutions for bioinformatics in clinical research and diagnostics. Additionally, the increasing occurrences of chronic diseases, as well as the current trend of personalized medicine, make healthcare specialists move to the adoption of AI-based bioinformatics.

For instance, the United States National Institutes of Health (NIH) released a statement saying that the All of Us Research Program had made available the biggest data set to date, which consists of data of over 747,000 people and is among the world's biggest databases containing integrated genomic and electronic health record (EHR) data. The release contained more than 535,000 whole genome sequences paired with almost 482,000 electronic health records, providing an unprecedented amount of genomic and clinical information for biomedical research. The program will use cutting-edge bioinformatics, genomics sequencing and AI-powered analytical techniques to enhance the speed of precision medicine research and understanding of disease risk and response to treatment. These massive projects rely on the government to fund the development of AI-driven bioinformatics platforms that handle intricate biomedical data and facilitate next-generation research in healthcare. The need for AI-driven bioinformatics platforms that efficiently manage the complexities of biomedical data has been raised in the context of such large-scale initiatives.

Artificial Intelligence in Bioinformatics Market- Segmentation Analysis:

The Global Artificial Intelligence in Bioinformatics Market is segmented on the basis of Component, Application, End User, Technology, and Region.

From an application perspective, Drug Discovery & Development is dominating the Artificial Intelligence in Bioinformatics Market because of increasing adoption of AI algorithms for the purposes of target identification, molecular modeling, compound screening, biomarker identification, and optimization of clinical trials. Thanks to the use of bioinformatics technology based on Artificial Intelligence, companies working in the pharmaceutical industry are able to easily deal with massive amounts of genomic and proteomic data and facilitate the drug discovery process. The increasing adoption of these solutions within the pharmaceutical industry, particularly within the personalized medicine, biologics, and gene therapies markets, is driving the market. Increasing utilization of these services in pharmaceutical research, specifically in the personalized medicine, biologics and gene-based therapy markets, is yet another important market driver. For Example, in May 2024, NVIDIA partnered with IQVIA for the development of AI-based solutions for drug discovery and clinical development, using the technology of NVIDIA as well as healthcare data and analytics from IQVIA.

With Technology, Machine Learning (ML) is still leading the market as it discovers the hidden patterns in genomic, transcriptomic and proteomic data, which lead to accurate prediction of disease, variant classification and precision medicine research. For example, the National Human Genome Research Institute (NHGRI) is seeing the growing use of machine learning to analyze genome data produced by large-scale genome sequencing projects, in a range of disease gene identification, functional genomics and precision medicine research applications. As machine learning algorithms continue to be used more in biomedical research, their widespread adoption of AI-based bioinformatics solutions around the globe is likely to be further propelled.

Artificial Intelligence in Bioinformatics Market- Geographical Insights

North America is the major region holds largest market share in the Artificial Intelligence in Bioinformatics Market, due to the presence of advanced biotechnology infrastructure, pharmaceutical research, genome sequencing, and substantial investments in AI applications in the life sciences industry. With the rising requirement of AI-enabled bioinformatics tools for analyzing genomic information, finding biomarkers, formulating precision medicines and drug discovery, this market is growing. The National Center for Biotechnology Information (NCBI) is a component of the National Library of Medicine (NLM) at the National Institutes of Health (NIH) and offers various free bioinformatics databases and tools including GenBank, BLAST, and SRA. These tools and databases are being widely used across the world by the scientific community for genomic data analysis, sequence analysis and computational biology research through the use of AI. With the support of the government, the biological databases are being used for extensive analysis of biological data and have been instrumental in adopting AI-based bioinformatics solutions across research institutes, pharmaceutical companies and healthcare organizations in North America.

Europe is also a major market, marked by rising investments in genomics, personalized medicine and biomedical data analytics, with collaborative research projects and digital health programs playing a key part. In the academic world, pharmaceutical and healthcare sectors, the region is seeing increasing application of AI-infused bioinformatics solutions for better disease research and faster therapeutic advancements. For instance, the European Bioinformatics Institute (EBI), which is part of the European Molecular Biology Laboratory (EMBL), provides open access biological databases, bioinformatics tools compatible with AI, and advanced computational capabilities for data integration and research on proteins and genomics in Europe. All these initiatives are contributing to the adoption of bioinformatics platforms using AI technology in Europe.

Artificial Intelligence in Bioinformatics Market- Competitive Landscape:

The Artificial Intelligence in Bioinformatics Market is highly competitive, wherein the leading biotech and healthcare technologies, cloud computing analytics, and AI companies are aggressively involved in offering their AI-enabled solutions in the bioinformatics industry. Leading organizations in the market include Illumina, Inc., NVIDIA Corporation, Thermo Fisher Scientific Inc., QIAGEN N.V., IBM Corporation, Microsoft Corporation, Google LLC, Oracle Corporation, SOPHiA GENETICS, DNAnexus, Tempus AI, BenevolentAI, Insilico Medicine, BioSymetrics Inc., and Deep Genomics. To gain a competitive edge, firms are spending on AI-enabled genomic analysis tools, protein structure prediction tools, drug discovery software, and precision medicine solutions. Strategic partnerships and product innovations, acquisitions and cloud-based bioinformatics have enabled organizations to accelerate biomedical research, improve clinical decision-making and enable the analysis of large-scale bioinformatics and multi-omics data.

Recent Developments:

In February 2026, The U.S. Department of Agriculture's Animal and Plant Health Inspection Service has awarded Utah State University a $1.9 million contract to create new treatments, drugs and therapies for avian influenza. Associate Professor Rakesh Kaundal led the project using approaches of AI, machine learning and advanced bioinformatics.

In April 2025, Tempus AI entered into new multiyear strategic partnerships with AstraZeneca and Pathos AI for a multimodal foundation model in oncology. The partnership took advantage of Tempus' de-identified oncology information to provide biological and clinical insights, drug discovery and therapeutic development. Included in the agreements were $200 million in data licensing and model development fees.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

• Illumina, Inc.
• Thermo Fisher Scientific Inc.
• NVIDIA Corporation
• QIAGEN N.V.
• IBM Corporation
• Microsoft Corporation
• Google LLC
• Oracle Corporation
• SOPHiA GENETICS SA
• DNAnexus, Inc.
• Tempus AI, Inc.
• BenevolentAI Limited
• Insilico Medicine
• Deep Genomics Inc.
• BioSymetrics Inc.
• Recursion Pharmaceuticals, Inc.
• Schrodinger, Inc.
• BenchSci
• Atomwise, Inc.
• PerkinElmer Inc. (Revvity)
• Agilent Technologies, Inc.
• F. Hoffmann-La Roche Ltd.
• Siemens Healthineers AG
• Owkin, Inc.
• PathAI, Inc.
• BioAge Labs, Inc.
• Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET, BY COMPONENT- MARKET ANALYSIS, 2020 - 2033

• Hardware
• Software
• Cloud-Based
• On-Premise
• Services

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET, BY APPLICATION- MARKET ANALYSIS, 2020 - 2033

• Drug Discovery and Development
• Genomics and Gene Sequencing Analysis
• Proteomics and Protein Structure Prediction
• Precision Medicine
• Clinical Diagnostics and Disease Diagnosis
• Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET, BY END USER- MARKET ANALYSIS, 2020 - 2033

• Pharmaceutical and Biotechnology Companies
• Academic and Research Institutes
• Hospitals and Healthcare Providers
• Contract Research Organizations (CROs)
• Diagnostic Laboratories
• Government and Public Health Organizations

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2020 - 2033

• Machine Learning (ML)
• Deep Learning
• Natural Language Processing (NLP)
• Computer Vision
• Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS MARKET, BY REGION- MARKET ANALYSIS, 2020 - 2033

• North America
• U.S.
• Canada
• Europe
• Germany
• UK
• France
• Italy
• Spain
• The Netherlands
• Sweden
• Russia
• Poland
• Denmark
• Rest of Europe
• Asia Pacific
• China
• India
• Japan
• South Korea
• Australia
• Indonesia
• Thailand
• Philippines
• Taiwan
• Vietnam
• Rest of APAC
• Latin America
• Brazil
• Mexico
• Argentina
• Colombia
• Rest of LATAM
• The Middle East and Africa
• Saudi Arabia
• UAE
• Israel
• Turkey
• Algeria
• Egypt
• Iran
• Qatar
• Rest of MEA

Table of Contents

1. Artificial Intelligence in Bioinformatics Market Overview

• 1.1. Study Scope
• 1.2. Market Estimation Years

2. Executive Summary

• 2.1. Market Snippet
• 2.2. Competitive Insights

3. Artificial Intelligence in Bioinformatics Key Market Trends

• 3.1. Artificial Intelligence in Bioinformatics Market Drivers
  • 3.1.1. Impact Analysis of Market Drivers
• 3.2. Artificial Intelligence in Bioinformatics Market Restraints
  • 3.2.1. Impact Analysis of Market Restraints
• 3.3. Artificial Intelligence in Bioinformatics Market Opportunities
• 3.4. Artificial Intelligence in Bioinformatics Market Future Trends

4. Artificial Intelligence in Bioinformatics Industry Study

• 4.1. PEST Analysis
• 4.2. Porter's Five Forces Analysis
• 4.3. Growth Prospect Mapping
• 4.4. Regulatory Framework Analysis

5. Artificial Intelligence in Bioinformatics Market: Impact of Escalating Geopolitical Tensions

• 5.1. Impact of COVID-19 Pandemic
• 5.2. Impact of Russia-Ukraine War
• 5.3. Impact of Middle East Conflicts

6. Artificial Intelligence in Bioinformatics Market Landscape

• 6.1. Artificial Intelligence in Bioinformatics Market Share Analysis, 2025
• 6.2. Breakdown Data, by Key Manufacturer
  • 6.2.1. Established Players' Analysis
  • 6.2.2. Emerging Players' Analysis

7. Artificial Intelligence in Bioinformatics Market - By Component

• 7.1. Overview
  • 7.1.1. Segment Share Analysis, By Component, 2025 & 2033 (%)
  • 7.1.2. Hardware
  • 7.1.3. Software
    • 7.1.3.1. Cloud-Based
    • 7.1.3.2. On-Premise
  • 7.1.4. Services

8. Artificial Intelligence in Bioinformatics Market - By Application

• 8.1. Overview
  • 8.1.1. Segment Share Analysis, By Application, 2025 & 2033 (%)
  • 8.1.2. Drug Discovery and Development
  • 8.1.3. Genomics and Gene Sequencing Analysis
  • 8.1.4. Proteomics and Protein Structure Prediction
  • 8.1.5. Precision Medicine
  • 8.1.6. Clinical Diagnostics and Disease Diagnosis
  • 8.1.7. Others

9. Artificial Intelligence in Bioinformatics Market - By End User

• 9.1. Overview
  • 9.1.1. Segment Share Analysis, By End User, 2025 & 2033 (%)
  • 9.1.2. Pharmaceutical and Biotechnology Companies
  • 9.1.3. Academic and Research Institutes
  • 9.1.4. Hospitals and Healthcare Providers
  • 9.1.5. Contract Research Organizations (CROs)
  • 9.1.6. Diagnostic Laboratories
  • 9.1.7. Government and Public Health Organizations

10. Artificial Intelligence in Bioinformatics Market - By Technology

• 10.1. Overview
  • 10.1.1. Segment Share Analysis, By Application, 2025 & 2033 (%)
  • 10.1.2. Machine Learning (ML)
  • 10.1.3. Deep Learning
  • 10.1.4. Natural Language Processing (NLP)
  • 10.1.5. Computer Vision
  • 10.1.6. Others

11. Artificial Intelligence in Bioinformatics Market- By Geography

• 11.1. Introduction
  • 11.1.1. Segment Share Analysis, By Geography, 2025 & 2033 (%)
• 11.2. North America
  • 11.2.1. Overview
  • 11.2.2. Artificial Intelligence in Bioinformatics Key Manufacturers in North America
  • 11.2.3. North America Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
  • 11.2.4. North America Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
  • 11.2.5. North America Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  • 11.2.6. North America Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 11.2.7. North America Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.2.8. U.S.
    • 11.2.8.1. Overview
    • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.2.8.3. U.S. Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.2.8.4. U.S. Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.2.8.5. U.S. Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.2.8.6. U.S. Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.2.9. Canada
    • 11.2.9.1. Overview
    • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.2.9.3. Canada Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.2.9.4. Canada Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.2.9.5. Canada Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.2.9.6. Canada Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
• 11.3. Europe
  • 11.3.1. Overview
  • 11.3.2. Artificial Intelligence in Bioinformatics Key Manufacturers in Europe
  • 11.3.3. Europe Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
  • 11.3.4. Europe Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
  • 11.3.5. Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  • 11.3.6. Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 11.3.7. Europe Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.8. Germany
    • 11.3.8.1. Overview
    • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.8.3. Germany Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.8.4. Germany Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.8.5. Germany Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.8.6. Germany Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.9. UK
    • 11.3.9.1. Overview
    • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.9.3. UK Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.9.4. UK Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.9.5. UK Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.9.6. UK Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.10. France
    • 11.3.10.1. Overview
    • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.10.3. France Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.10.4. France Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.10.5. France Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.10.6. France Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.11. Italy
    • 11.3.11.1. Overview
    • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.11.3. Italy Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.11.4. Italy Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.11.5. Italy Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.11.6. Italy Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.12. Spain
    • 11.3.12.1. Overview
    • 11.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.12.3. Spain Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.12.4. Spain Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.12.5. Spain Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.12.6. Spain Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.13. The Netherlands
    • 11.3.13.1. Overview
    • 11.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.13.3. The Netherlands Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.13.4. The Netherlands Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.13.5. The Netherlands Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.13.6. The Netherlands Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.14. Sweden
    • 11.3.14.1. Overview
    • 11.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.14.3. Sweden Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.14.4. Sweden Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.14.5. Sweden Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.14.6. Sweden Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.15. Russia
    • 11.3.15.1. Overview
    • 11.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.15.3. Russia Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.15.4. Russia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.15.5. Russia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.15.6. Russia Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.16. Poland
    • 11.3.16.1. Overview
    • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.16.3. Poland Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.16.4. Poland Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.16.5. Poland Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.16.6. Poland Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.17. Denmark
    • 11.3.17.1. Overview
    • 11.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.17.3. Poland Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.17.4. Denmark Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.17.5. Denmark Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.17.6. Denmark Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.3.18. Rest of Europe
    • 11.3.18.1. Overview
    • 11.3.18.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.3.18.3. Rest of the Europe Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.3.18.4. Rest of the Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.3.18.5. Rest of the Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.3.18.6. Rest of the Europe Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
• 11.4. Asia Pacific (APAC)
  • 11.4.1. Overview
  • 11.4.2. Artificial Intelligence in Bioinformatics Key Manufacturers in Asia Pacific
  • 11.4.3. APAC Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
  • 11.4.4. APAC Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
  • 11.4.5. APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  • 11.4.6. APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 11.4.7. APAC Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.8. China
    • 11.4.8.1. Overview
    • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.8.3. China Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.8.4. China Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.8.5. China Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.8.6. China Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.9. India
    • 11.4.9.1. Overview
    • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.9.3. India Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.9.4. India Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.9.5. India Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.9.6. India Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.10. Japan
    • 11.4.10.1. Overview
    • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.10.3. Japan Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.10.4. Japan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.10.5. Japan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.10.6. Japan Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.11. South Korea
    • 11.4.11.1. Overview
    • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.11.3. South Korea Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.11.4. South Korea Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.11.5. South Korea Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.11.6. South Korea Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.12. Australia
    • 11.4.12.1. Overview
    • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.12.3. Australia Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.12.4. Australia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.12.5. Australia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.12.6. Australia Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.13. Indonesia
    • 11.4.13.1. Overview
    • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.13.3. Indonesia Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.13.4. Indonesia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.13.5. Indonesia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.13.6. Indonesia Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.14. Thailand
    • 11.4.14.1. Overview
    • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.14.3. Thailand Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.14.4. Thailand Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.14.5. Thailand Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.14.6. Thailand Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.15. Philippines
    • 11.4.15.1. Overview
    • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.15.3. Philippines Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.15.4. Philippines Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.15.5. Philippines Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.15.6. Philippines Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.16. Taiwan
    • 11.4.16.1. Overview
    • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.16.3. Taiwan Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.16.4. Taiwan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.16.5. Taiwan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.16.6. Taiwan Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.17. Vietnam
    • 11.4.17.1. Overview
    • 11.4.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.17.3. Vietnam Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.17.4. Vietnam Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.17.5. Vietnam Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.17.6. Vietnam Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.4.18. Rest of APAC
    • 11.4.18.1. Overview
    • 11.4.18.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.4.18.3. Rest of APAC Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.4.18.4. Rest of APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.4.18.5. Rest of APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.4.18.6. Rest of APAC Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
• 11.5. Latin America (LATAM)
  • 11.5.1. Overview
  • 11.5.2. Artificial Intelligence in Bioinformatics Key Manufacturers in Latin America
  • 11.5.3. LATAM Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
  • 11.5.4. LATAM Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
  • 11.5.5. LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  • 11.5.6. LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 11.5.7. LATAM Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.5.8. Brazil
    • 11.5.8.1. Overview
    • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.5.8.3. Brazil Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.5.8.4. Brazil Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.5.8.5. Brazil Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.5.8.6. Brazil Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.5.9. Mexico
    • 11.5.9.1. Overview
    • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.5.9.3. Mexico Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.5.9.4. Mexico Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.5.9.5. Mexico Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.5.9.6. Mexico Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.5.10. Argentina
    • 11.5.10.1. Overview
    • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.5.10.3. Argentina Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.5.10.4. Argentina Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.5.10.5. Argentina Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.5.10.6. Argentina Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.5.11. Colombia
    • 11.5.11.1. Overview
    • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.5.11.3. Colombia Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.5.11.4. Colombia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.5.11.5. Colombia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.5.11.6. Colombia Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.5.12. Rest of LATAM
    • 11.5.12.1. Overview
    • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.5.12.5. Rest of LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.5.12.6. Rest of LATAM Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
• 11.6. Middle East and Africa (MEA)
  • 11.6.1. Overview
  • 11.6.2. Artificial Intelligence in Bioinformatics Key Manufacturers in Middle East and Africa
  • 11.6.3. MEA Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
  • 11.6.4. MEA Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
  • 11.6.5. MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  • 11.6.6. MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
  • 11.6.7. MEA Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.8. Saudi Arabia
    • 11.6.8.1. Overview
    • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.8.5. Saudi Arabia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.8.6. Saudi Arabia Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.9. United Arab Emirates
    • 11.6.9.1. Overview
    • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.9.5. United Arab Emirates Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.9.6. United Arab Emirates Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.10. Israel
    • 11.6.10.1. Overview
    • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.10.3. Israel Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.10.4. Israel Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.10.5. Israel Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.10.6. Israel Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.11. Turkey
    • 11.6.11.1. Overview
    • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.11.3. Turkey Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.11.4. Turkey Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.11.5. Turkey Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.11.6. Turkey Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.12. Algeria
    • 11.6.12.1. Overview
    • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.12.3. Algeria Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.12.4. Algeria Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.12.5. Algeria Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.12.6. Algeria Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.13. Egypt
    • 11.6.13.1. Overview
    • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.13.3. Egypt Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.13.4. Egypt Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.13.5. Egypt Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.13.6. Egypt Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.14. Iran
    • 11.6.14.1. Overview
    • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.14.3. Iran Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.14.4. Iran Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.14.5. Iran Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.14.6. Iran Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.15. Qatar
    • 11.6.15.1. Overview
    • 11.6.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.15.3. Qatar Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.15.4. Qatar Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.15.5. Qatar Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.15.6. Qatar Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)
  • 11.6.16. Rest of MEA
    • 11.6.16.1. Overview
    • 11.6.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
    • 11.6.16.3. Rest of MEA Market Size and Forecast, By Component, 2020 - 2033 (US$ Million)
    • 11.6.16.4. Rest of MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
    • 11.6.16.5. Rest of MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
    • 11.6.16.6. Rest of MEA Market Size and Forecast, By Technology, 2020 - 2033 (US$ Million)

12. Key Vendor Analysis- Artificial Intelligence in Bioinformatics Industry

• 12.1. Competitive Benchmarking
  • 12.1.1. Competitive Dashboard
  • 12.1.2. Competitive Positioning
• 12.2. Company Profiles
  • 12.2.1. Illumina, Inc.
  • 12.2.2. Thermo Fisher Scientific Inc.
  • 12.2.3. NVIDIA Corporation
  • 12.2.4. QIAGEN N.V.
  • 12.2.5. IBM Corporation
  • 12.2.6. Microsoft Corporation
  • 12.2.7. Google LLC
  • 12.2.8. Oracle Corporation
  • 12.2.9. SOPHiA GENETICS SA
  • 12.2.10. DNAnexus, Inc.
  • 12.2.11. Tempus AI, Inc.
  • 12.2.12. BenevolentAI Limited
  • 12.2.13. Insilico Medicine
  • 12.2.14. Deep Genomics Inc.
  • 12.2.15. BioSymetrics Inc.
  • 12.2.16. Recursion Pharmaceuticals, Inc.
  • 12.2.17. Schrodinger, Inc.
  • 12.2.18. BenchSci
  • 12.2.19. Atomwise, Inc.
  • 12.2.20. PerkinElmer Inc. (Revvity)
  • 12.2.21. Agilent Technologies, Inc.
  • 12.2.22. F. Hoffmann-La Roche Ltd.
  • 12.2.23. Siemens Healthineers AG
  • 12.2.24. Owkin, Inc.
  • 12.2.25. PathAI, Inc.
  • 12.2.26. BioAge Labs, Inc.
  • 12.2.27. Others

13. 360 Degree AnalystView

14. Appendix

• 14.1. Research Methodology
• 14.2. References
• 14.3. Abbreviations
• 14.4. Disclaimer
• 14.5. Contact Us