Abstract
Summary
REPORT HIGHLIGHT
AI in Genomics Market size was valued at USD 487 Million in 2022, expanding at a CAGR of 45.9% from 2023 to 2030.
Artificial Intelligence (AI) is playing an increasingly important role in genomics, which is the study of genes and their functions. AI techniques are being used to analyze large amounts of genetic data, to identify genetic variations that are associated with diseases, and to develop personalized treatments for patients. One of the most common applications of AI in genomics is in the analysis of genomic data, which includes DNA sequences, RNA expression levels, and epigenetic modifications. AI algorithms can be used to identify patterns in this data, which can help researchers to understand the genetic basis of diseases and to develop new treatments. Another area where AI is making a significant impact in genomics is in the development of precision medicine. By analyzing genomic data from individual patients, AI can help to identify personalized treatment options that are tailored to the specific genetic characteristics of each patient. This can lead to more effective treatments with fewer side effects. AI is also being used to analyze genomic data in population-level studies, which can help to identify genetic risk factors for diseases and to develop new therapies. Therefore, AI is playing an increasingly important role in genomics, and is likely to continue to do so in the coming years as new data sources become available and new AI techniques are developed.
AI in Genomics Market- Market Dynamics
Increasing demand for personalized medicines to propel market demand
There has been an increasing demand for personalized medicines in recent years, driven by advances in genomics and a growing understanding of the genetic basis of many diseases. Personalized medicines are tailored to the specific genetic characteristics of an individual patient, and can provide more effective and targeted treatments with fewer side effects. One of the main drivers of the demand for personalized medicines is the growing recognition that many diseases have a genetic component, and that treatments that are effective for one patient may not be effective for another. Therefore, the increasing advantages of personalized medicines have led the consumers to demand the personalized medicines in pharma companies are developing new strategies and platforms to increase the production of such medicines and cater to the increasing demand. Moreover, AI is playing an increasingly important role in developing personalized medicines in genomics. One of the main ways AI is used in developing personalized medicines is through the analysis of genomic data. Genomic data includes DNA sequences, RNA expression levels, and epigenetic modifications, among other factors. AI algorithms can identify patterns in this data that can help researchers to understand the genetic basis of diseases and to develop new treatments that are tailored to individual patients. This has the potential to revolutionize the way the companies develop and deliver treatments for a wide range of diseases, from cancer to genetic disorders.
AI in Genomics Market- Key Insights
As per the analysis shared by our research analyst, the global AI in genomics market is estimated to grow annually at a CAGR of around 45.9% over the forecast period (2023-2030)
The AI in genomics industry is projected to grow at a significant rate due to increasing demand for digital healthcare clinical health records
Based on component segmentation, software segment was predicted to show maximum market share in the year 2022
Based on technology segmentation, machine learning segment was the leading type in 2022
Based on functionality segmentation, genome sequencing segment was the leading type in 2022
Based on application segmentation, drug discovery & development segment was the leading type in 2022
Based on end-use segmentation, pharmaceutical and biotech companies segment was the leading type in 2022
On the basis of region, North America was the leading revenue generator in 2022
AI in Genomics Market- Segmentation Analysis:
The Global AI in Genomics Market is segmented on the basis of Component, Technology, Functionality, Application, and Region.
The market is divided into three categories based on component: hardware, software, and services. Software segment is dominating the market as software tools that enable the visualization of genomic data in a graphical format, making it easier to identify patterns and trends in the data.
The market is divided into two categories based on technology: machine learning and computer vision. The machine learning including deep learning, supervised learning, unsupervised learning, reinforcement learning, and others dominate the market and are likely to maintain its dominance during the forecast period. Machine learning is a critical technology used in AI applications in genomics enabling the analysis of large amounts of genomic data, identifying patterns and trends that can help researchers and clinicians understand the genetic basis of diseases and develop personalized treatments for patients.
The market is divided into four categories based on functionality: genome sequencing, gene editing, clinical workflows, and predictive genetic testing & preventive medicine. Genome sequencing segment are showcasing dominance on the market as AI algorithms can help to automate and accelerate the sequencing process, making it faster and more cost-effective.
The market is divided into five categories based on application: drug discovery & development, precision medicine, diagnostics, agricultural & animal research, and others. Drug discovery & development segment dominates the market as integration of AI and genomics allows researchers to identify potential drug targets more quickly and accurately, and develop drugs that are more effective and personalized to individual patients.
The market is divided into five categories based on end-use: pharmaceutical and biotech companies, healthcare providers, research centers & academic institutes, government organizations, and others. Pharmaceutical and biotech companies segment dominates the market as they are increasingly utilizing AI in genomics to accelerate drug discovery, develop personalized treatments, and improve patient outcomes.
AI in Genomics Market- Geographical Insights
Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. The AI in genomics market in North America is growing rapidly, driven by the increasing demand for personalized medicine and the availability of large amounts of genomic data. The United States is the largest market for AI in genomics in North America, due to the presence of leading biotech and pharmaceutical companies, a large number of genomic research institutions, and significant government funding for genomics research. Canada is also an important market, with a strong presence of genomics research institutions and a growing biotech industry. The AI in genomics market in North America is being driven by the increasing adoption of AI in drug discovery and development, personalized medicine, and genomic research. Therefore, the AI in genomics market in North America is expected to continue to grow rapidly in the coming years, driven by advances in AI technology and increasing investment in genomics research and development.
AI in Genomics Market- Competitive Landscape:
The competitive landscape of AI in genomics is diverse and rapidly evolving, with many players entering the market and new technologies emerging. The competition in the AI in genomic market is intense and growing rapidly, as many companies are investing in developing AI and machine learning solutions for genomic data analysis. One of the key drivers of competition is the increasing demand for personalized medicine, which requires accurate and efficient analysis of genomic data. This has led to the development of new AI-powered tools and technologies for genomic data analysis, including machine learning algorithms for variant calling, drug discovery, and diagnostic test development. Some of the key competitors in the AI in genomic market are competing to develop the most effective and efficient AI-powered solutions for genomic data analysis. Different companies are investing heavily in research and development to stay ahead of the competition and to develop new solutions that can help drive growth in the market. Overall, the AI in genomic market is highly competitive, with many players vying for a share of the growing demand for personalized medicine and genomic data analysis. As the market continues to evolve and new technologies emerge, we can expect to see even more intense competition and innovation in this space. For instance, in February 2023, Accenture PLC invested through Accenture Ventures in Ocean Genomics to hasten the development of personalized medicines and AI-driven drug discovery. Through this collaboration, Accenture has the opportunity to work with its clients in the life sciences sector and others to explore novel applications of RNA, artificial intelligence (AI), and other cutting-edge technologies to boost drug development, personalized medicine, and human health.
Recent Developments:
In March 2023, FiberSmart, a brand-new technology from Genomic Vision, enables the high-resolution imaging and analysis of long DNA fibers. The medical business may be greatly impacted by this innovative technology, which has the potential to transform how genetic illnesses are identified and treated.
Key features of the study:
• This proposed research study on AI in genomics market provides market size (US$ million), compound annual growth rate (CAGR %) and forecast estimation (2023-2030), considering 2022 as the base year
• The report provides the client the latest up-to-date and trending insights about the AI in genomics market.
• The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for AI in genomics market
• The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the AI in genomics market
• Impact of COVID-19 on AI in genomics market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on AI in Genomics market post-COVID will also be covered.
• In order to give the users of this report a comprehensive view on the AI in genomics market, we have also included competitive landscape and key innovator analysis for the AI in genomics market.
• The study encompasses a growth prospect mapping analysis, wherein all the industry segments are benchmarked based on their market size, growth rate and attractiveness.
• The report offers detailed company profiling featuring major market participants which will help users to understand their financial information and strategic initiatives of players operating in the AI in genomics market.
• In addition, the report also unveil the important acquisitions & mergers, collaborations & joint ventures, new launch, research & development, regional expansion of major participants involved in the market on global as well as regional level.
• The global AI in genomics market report primarily caters to various stakeholders in this industry including suppliers, investors, new entrants, distributors, and financial analysts
SCOPE OF THE REPORT
The scope of this report covers the market by its major segments, which include as follows:
GLOBAL AI IN GENOMICS MARKET KEY PLAYERS
International Business Machines Corporation
Microsoft Corporation
NVIDIA Corp.
Deep Genomics Incorporated
Data4Cure, Inc.
Freenome Holdings, Inc.
Thermo Fisher Scientific Inc.
Illumina, Inc.
SOPHiA GENETICS SA
BenevolentAI Group
Fabric Genomics, Inc.
Verge Analytics, Inc.
MolecularMatch, Inc.
PrecisionLife Ltd.
Genoox
GLOBAL AI IN GENOMICS MARKET, BY COMPONENT
Hardware
Software
Services
GLOBAL AI IN GENOMICS MARKET, BY TECHNOLOGY
Machine Learning
o Deep Learning
o Supervised Learning
o Unsupervised Learning
o Reinforcement Learning
o Others
Computer Vision
GLOBAL AI IN GENOMICS MARKET, BY FUNCTIONALITY
Genome Sequencing
Gene Editing
Clinical Workflows
Predictive Genetic Testing & Preventive Medicine
GLOBAL AI IN GENOMICS MARKET, BY APPLICATION
Drug Discovery & Development
Precision Medicine
Diagnostics
Agricultural & Animal Research
Others
GLOBAL AI IN GENOMICS MARKET, BY END-USE
Pharmaceutical and Biotech Companies
Healthcare Providers
Research Centres & Academic Institutes
Government Organizations
Others
GLOBAL AI IN GENOMICS MARKET, BY REGION
North America
o The U.S.
o Canada
Europe
o Germany
o France
o Italy
o Spain
o United Kingdom
o Russia
o Netherlands
o Sweden
o Poland
o Rest of Europe
Asia Pacific
o India
o China
o South Korea
o Japan
o Australia
o Thailand
o Indonesia
o Philippines
o Rest of APAC
Latin America
o Brazil
o Mexico
o Argentina
o Colombia
o Rest of LATAM
The Middle East and Africa
o Saudi Arabia
o United Arab Emirates
o Israel
o Turkey
o Algeria
o Egypt
o Rest of MEA
Table of Contents
1 AI in Genomics Market Overview
1.1 Study Scope
2 Executive Summary
2.1 Market Snippet
2.1.1 AI in Genomics Market Snippet by Component
2.1.2 AI in Genomics Market Snippet by Technology
2.1.3 AI in Genomics Market Snippet by Functionality
2.1.4 AI in Genomics Market Snippet by Application
2.1.5 AI in Genomics Market Snippet by End-Use
2.1.6 AI in Genomics Market Snippet by Country
2.1.7 AI in Genomics Market Snippet by Region
2.2 Competitive Insights
3 AI in Genomics Key Market Trends
3.1 AI in Genomics Market Drivers
3.1.1 Impact Analysis of Market Drivers
3.2 AI in Genomics Market Restraints
3.2.1 Impact Analysis of Market Restraints
3.3 AI in Genomics Market Opportunities
3.4 AI in Genomics Market Future Trends
4 AI in Genomics Industry Study
4.1 PEST Analysis
4.2 Porter’s Five Forces Analysis
4.3 Growth Prospect Mapping
4.4 Regulatory Framework Analysis
5 AI in Genomics Market: COVID-19 Impact Analysis
5.1 Pre-COVID-19 Impact Analysis
5.2 Post-COVID-19 Impact Analysis
5.2.1 Top Performing Segments
5.2.2 Marginal Growth Segments
5.2.3 Top Looser Segments
5.2.4 Marginal Loss Segments
6 AI in Genomics Market Landscape
6.1 AI in Genomics Market Share Analysis, 2022
6.2 Breakdown Data, by Key Manufacturer
6.2.1 Established Players’ Analysis
6.2.2 Emerging Players’ Analysis
7 AI in Genomics Market - By Component
7.1 Overview
7.1.1 Segment Share Analysis, By Component, 2022&2030 (%)
7.1.2 Hardware
7.1.3 Software
7.1.4 Services
8 AI in Genomics Market - By Technology
8.1 Overview
8.1.1 Segment Share Analysis, By Technology, 2022&2030 (%)
8.1.2 Machine Learning
- 8.1.2.1 Deep Learning
- 8.1.2.2 Supervised Learning
- 8.1.2.3 Unsupervised Learning
- 8.1.2.4 Reinforcement Learning
- 8.1.2.5 Others
8.1.3 Computer Vision
9 AI in Genomics Market - By Functionality
9.1 Overview
9.1.1 Segment Share Analysis, By Functionality, 2022&2030 (%)
9.1.2 Genome Sequencing
9.1.3 Gene Editing
9.1.4 Clinical Workflows
9.1.5 Predictive Genetic Testing & Preventive Medicine
10 AI in Genomics Market - By Application
10.1 Overview
10.1.1 Segment Share Analysis, By Application, 2022&2030 (%)
10.1.2 Drug Discovery & Development
10.1.3 Precision Medicine
10.1.4 Diagnostics
10.1.5 Agricultural & Animal Research
10.1.6 Others
11 AI in Genomics Market - By End-Use
11.1 Overview
11.1.1 Segment Share Analysis, By End-Use, 2022&2030 (%)
11.1.2 Pharmaceutical and Biotech Companies
11.1.3 Healthcare Providers
11.1.4 Research Centres & Academic Institutes
11.1.5 Government Organizations
11.1.6 Others
12 AI in Genomics Market- By Geography
12.1 Introduction
12.1.1 Segment Share Analysis, By Geography, 2022&2030 (%)
12.2 North America
12.2.1 Overview
12.2.2 AI in Genomics Key Manufacturers in North America
12.2.3 North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
12.2.4 North America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
12.2.5 North America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
12.2.6 North America Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
12.2.7 North America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
12.2.8 North America Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.2.9 U.S
- 12.2.9.1 Overview
- 12.2.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.2.9.3 U.S. Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.2.9.4 U.S. Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.2.9.5 U.S. Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.2.9.6 U.S. Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.2.9.7 U.S. Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.2.10 Canada
- 12.2.10.1 Overview
- 12.2.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.2.10.3 Canada Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.2.10.4 Canada Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.2.10.5 Canada Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.2.10.6 Canada Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.2.10.7 Canada Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3 Europe
12.3.1 Overview
12.3.2 AI in Genomics Key Manufacturers in Europe
12.3.3 Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
12.3.4 Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
12.3.5 Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
12.3.6 Europe Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
12.3.7 Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
12.3.8 Europe Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.9 Germany
- 12.3.9.1 Overview
- 12.3.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.9.3 Germany Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.9.4 Germany Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.9.5 Germany Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.9.6 Germany Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.9.7 Germany Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.10 Italy
- 12.3.10.1 Overview
- 12.3.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.10.3 Italy Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.10.4 Italy Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.10.5 Italy Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.10.6 Italy Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.10.7 Italy Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.11 United Kingdom
- 12.3.11.1 Overview
- 12.3.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.11.3 United Kingdom Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.11.4 United Kingdom Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.11.5 United Kingdom Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.11.6 United Kingdom Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.11.7 United Kingdom Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.12 France
- 12.3.12.1 Overview
- 12.3.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.12.3 France Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.12.4 France Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.12.5 France Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.12.6 France Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.12.7 France Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.13 Russia
- 12.3.13.1 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.13.2 Russia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.13.3 Russia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.13.4 Russia Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.13.5 Russia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.13.6 Russia Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.14 Netherlands
- 12.3.14.1 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.14.2 Netherlands Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.14.3 Netherlands Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.14.4 Netherlands Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.14.5 Netherlands Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.14.6 Netherlands Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.15 Sweden
- 12.3.15.1 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.15.2 Sweden Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.15.3 Sweden Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.15.4 Sweden Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.15.5 Sweden Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.15.6 Sweden Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.16 Poland
- 12.3.16.1 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.16.2 Poland Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.16.3 Poland Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.16.4 Poland Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.16.5 Poland Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.16.6 Poland Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.3.17 Rest of Europe
- 12.3.17.1 Overview
- 12.3.17.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.3.17.3 Rest of the Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.3.17.4 Rest of the Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.3.17.5 Rest of the Europe Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.3.17.6 Rest of the Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.3.17.7 Rest of the Europe Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4 Asia Pacific (APAC)
12.4.1 Overview
12.4.2 AI in Genomics Key Manufacturers in Asia Pacific
12.4.3 Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
12.4.4 Asia Pacific Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
12.4.5 Asia Pacific Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
12.4.6 Asia Pacific Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
12.4.7 Asia Pacific Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
12.4.8 Asia Pacific Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.9 India
- 12.4.9.1 Overview
- 12.4.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.9.3 India Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.9.4 India Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.9.5 India Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.9.6 India Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.9.7 India Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.10 China
- 12.4.10.1 Overview
- 12.4.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.10.3 China Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.10.4 China Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.10.5 China Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.10.6 China Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.10.7 China Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.11 Japan
- 12.4.11.1 Overview
- 12.4.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.11.3 Japan Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.11.4 Japan Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.11.5 Japan Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.11.6 Japan Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.11.7 Japan Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.12 South Korea
- 12.4.12.1 Overview
- 12.4.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.12.3 South Korea Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.12.4 South Korea Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.12.5 South Korea Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.12.6 South Korea Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.12.7 South Korea Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.13 Australia
- 12.4.13.1 Overview
- 12.4.13.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.13.3 Australia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.13.4 Australia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.13.5 Australia Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.13.6 Australia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.13.7 Australia Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.14 Thailand
- 12.4.14.1 Overview
- 12.4.14.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.14.3 Thailand Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.14.4 Thailand Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.14.5 Thailand Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.14.6 Thailand Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.14.7 Thailand Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.15 Indonesia
- 12.4.15.1 Overview
- 12.4.15.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.15.3 Indonesia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.15.4 Indonesia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.15.5 Indonesia Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.15.6 Indonesia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.15.7 Indonesia Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.16 Philippines
- 12.4.16.1 Overview
- 12.4.16.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.16.3 PhilippinesMarket Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.16.4 Philippines Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.16.5 Philippines Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.16.6 Philippines Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.16.7 Philippines Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.4.17 Rest of APAC
- 12.4.17.1 Overview
- 12.4.17.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.4.17.3 Rest of APAC Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.4.17.4 Rest of APAC Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.4.17.5 Rest of APAC Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.4.17.6 Rest of APAC Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.4.17.7 Rest of APAC Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5 Latin America
12.5.1 Overview
12.5.2 AI in Genomics Key Manufacturers in Latin America
12.5.3 Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
12.5.4 Latin America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
12.5.5 Latin America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
12.5.6 Latin America Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
12.5.7 Latin America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
12.5.8 Latin America Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5.9 Brazil
- 12.5.9.1 Overview
- 12.5.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.5.9.3 Brazil Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.5.9.4 Brazil Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.5.9.5 Brazil Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.5.9.6 Brazil Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.5.9.7 Brazil Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5.10 Mexico
- 12.5.10.1 Overview
- 12.5.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.5.10.3 Mexico Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.5.10.4 Mexico Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.5.10.5 Mexico Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.5.10.6 Mexico Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.5.10.7 Mexico Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5.11 Argentina
- 12.5.11.1 Overview
- 12.5.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.5.11.3 Argentina Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.5.11.4 Argentina Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.5.11.5 Argentina Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.5.11.6 Argentina Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.5.11.7 Argentina Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5.12 Colombia
- 12.5.12.1 Overview
- 12.5.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.5.12.3 Colombia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.5.12.4 Colombia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.5.12.5 Colombia Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.5.12.6 Colombia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.5.12.7 Colombia Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.5.13 Rest of LATAM
- 12.5.13.1 Overview
- 12.5.13.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.5.13.3 Rest of LATAM Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.5.13.4 Rest of LATAM Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.5.13.5 Rest of LATAM Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.5.13.6 Rest of LATAM Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.5.13.7 Rest of LATAM Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6 Middle East and Africa
12.6.1 Overview
12.6.2 AI in Genomics Key Manufacturers in Middle East and Africa
12.6.3 Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
12.6.4 Middle East and Africa Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
12.6.5 Middle East and Africa Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
12.6.6 Middle East and Africa Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
12.6.7 Middle East and Africa Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
12.6.8 Middle East and Africa Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.9 Saudi Arabia
- 12.6.9.1 Overview
- 12.6.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.9.3 Saudi Arabia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.9.4 Saudi Arabia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.9.5 Saudi Arabia Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.9.6 Saudi Arabia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.9.7 Saudi Arabia Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.10 United Arab Emirates
- 12.6.10.1 Overview
- 12.6.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.10.3 United Arab Emirates Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.10.4 United Arab Emirates Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.10.5 United Arab Emirates Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.10.6 United Arab Emirates Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.10.7 United Arab Emirates Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.11 Israel
- 12.6.11.1 Overview
- 12.6.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.11.3 Israel Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.11.4 Israel Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.11.5 Israel Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.11.6 Israel Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.11.7 Israel Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.12 Turkey
- 12.6.12.1 Overview
- 12.6.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.12.3 Turkey Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.12.4 Turkey Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.12.5 Turkey Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.12.6 Turkey Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.12.7 Turkey Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.13 Algeria
- 12.6.13.1 Overview
- 12.6.13.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.13.3 Algeria Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.13.4 Algeria Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.13.5 Algeria Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.13.6 Algeria Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.13.7 Algeria Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.14 Egypt
- 12.6.14.1 Overview
- 12.6.14.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.14.3 Egypt Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.14.4 Egypt Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.14.5 Egypt Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.14.6 Egypt Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.14.7 Egypt Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
12.6.15 Rest of MEA
- 12.6.15.1 Overview
- 12.6.15.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
- 12.6.15.3 Rest of MEA Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
- 12.6.15.4 Rest of MEA Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
- 12.6.15.5 Rest of MEA Market Size and Forecast, By Functionality, 2018 - 2030 (US$ Million)
- 12.6.15.6 Rest of MEA Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
- 12.6.15.7 Rest of MEA Market Size and Forecast, By End-Use, 2018 - 2030 (US$ Million)
13 Key Vendor Analysis- AI in Genomics Industry
13.1 Competitive Dashboard
13.2 Company Profiles
13.2.1 International Business Machines Corporation
13.2.2 Microsoft Corporation
13.2.3 NVIDIA Corp
13.2.4 Deep Genomics Incorporated
13.2.5 Data4Cure, Inc
13.2.6 Freenome Holdings, Inc
13.2.7 Thermo Fisher Scientific Inc
13.2.8 Illumina, Inc
13.2.9 SOPHiA GENETICS SA
13.2.10 BenevolentAI Group
13.2.11 Fabric Genomics, Inc
13.2.12 Verge Analytics, Inc
13.2.13 MolecularMatch, Inc
13.2.14 PrecisionLife Ltd
13.2.15 Genoox
14 360 Degree Analyst View
15 Appendix
15.1 Research Methodology
15.2 References
15.3 Abbreviations
15.4 Disclaimer
15.5 Contact Us