Abstract
Summary
REPORT HIGHLIGHT
The global Artificial Intelligence In Genomics market was valued at USD 480.4 million in 2023, growing with 36.8% CAGR during the forecast period, 2024-2032.
Genomics, the study of genomes, involves the comprehensive analysis, assembly, and sequencing of genetic material utilizing advanced DNA decoding technologies, transgenic DNA, and analytical methods. Machine intelligence plays a significant role in genomics, aiding in the discovery and development of new treatments while expediting the process of drug discovery. The integration of artificial intelligence (AI) technology into genetics offers promising growth opportunities in the coming years.
Market dynamics indicate a widespread adoption of AI and computer intelligence across industries, with a trajectory poised for continued growth. The utilization of AI and machine learning provides advantages in various areas such as risk analysis, business intelligence, research, and innovation. Advocacy for the secure and ethical use of AI technology further accelerates its advancement. Additionally, the convergence of AI with advanced technologies like the Internet of Things (IoT) holds potential for enhancing both corporate and residential robotics sectors, thereby fostering the expansion of AI and machine learning industries.
AI is expected to contribute significantly to understanding the functions of infiltrating microbes or pathogens and improving treatments for terminal illnesses such as cancer, potentially reducing reliance on traditional therapies like chemotherapy.
The global healthcare industry has faced substantial challenges due to the ongoing COVID-19 pandemic, resulting in a decline in the medicine business and significant economic impacts worldwide. Leading players in the healthcare sector are strategizing to adapt to this rapidly evolving scenario. Long-term consequences of COVID-19 are anticipated to necessitate substantial healthcare reforms by governments and key stakeholders to address the aftermath effectively.
Segmentation Analysis:
The Artificial Intelligence in Genomics market is segmented based on Offering, Application, Technology, Functionality, End-Use, and region.
During the forecasted period, the machine learning sector is projected to experience rapid growth within the genomics industry. This growth is primarily driven by the widespread adoption of computer vision for pharmacological sequencing technologies by pharmaceutical firms, Contract Research Organizations (CROs), and scientific enterprises. Computer vision enables the extraction of actionable insights from large datasets, thereby accelerating genomic research.
Machine learning applications in genomics are extensively utilized across various end-users, including pharmaceutical and biotechnology firms, healthcare professionals, research institutions, educational institutions, governmental agencies, and others. Among these, pharmaceutical and biotechnology companies represent the largest segment of end-users. The increased demand for technologies to streamline the drug discovery process may be attributed to the growth of this industry segment.
In the competitive landscape, prominent participants such as IBM, Deep Genomics, Nvidia, Benevolent limited, Molecular match, and Verge Genomics are actively engaged in expansions, partnerships, business alliances, technology releases, and other strategic initiatives to enhance their product offerings and expand their customer base in the global Machine Intelligence in the Genomics industry.
Regarding regional landscape, North America is poised to maintain its leadership in the global machine learning in genomics industry in terms of market size. This expected growth can be attributed to increased funding and regulatory initiatives aimed at promoting industrial research activities. Moreover, regulatory efforts and investments aimed at advancing precision medical procedures within the United States are likely to further bolster the regional market expansion during the forecasted period.
SCOPE OF THE REPORT
The scope of this report covers the market by its major segments, which include as follows:
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET KEY PLAYERS
Ø BenevolentAI limited
Ø BioSymetrics
Ø Deep Genomics
Ø Empiric Logic
Ø FDNA
Ø Genoox
Ø IBM.
Ø LifebitAI
Ø Molecularmatch
Ø Nvidia
Ø Sophia Genetics
Ø Trace Genomics
Ø Verge Genomics
Ø WhiteLab Genomics
Ø WuXi Nextcode Genomics
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY OFFERING
Ø Services
Ø Software
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY APPLICATION
Ø Diagnostics
Ø Precision Medicine
Ø Drug Discovery & Development
Ø Agriculture & animal Research
Ø Others
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY FUNCTIONALITY
Ø Clinical Workflows
Ø Genome Sequencing
Ø Gene Editing
Ø Predictive Genetic Testing & Preventive Medicine
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY TECHNOLOGY
Ø Light commercial vehicles
o Supervised Learning
o Deep Learning
o Unsupervised Learning
o Reinforcement Learning
o Other Machine Learning Technologies
Ø Others
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY END-USE
Ø Healthcare Providers
Ø Pharmaceutical & Biotech Companies
Ø Research Centers, Academic Institutes, &Government Organizations
Ø Others
GLOBAL ARTIFICIAL INTELLIGENCE IN GENOMICS MARKET, BY REGION
Ø North America
o The U.S.
o Canada
Ø Europe
o Germany
o France
o Italy
o Spain
o United Kingdom
o Rest of Europe
Ø Asia Pacific
o India
o China
o South Korea
o Japan
o Singapore
o Rest of APAC
Ø Latin America
o Brazil
o Mexico
o Argentina
o Rest of LATAM
Ø The Middle East and Africa
o Saudi Arabia
o United Arab Emirates
o Rest of MEA
Table of Contents
1 Artificial Intelligence In Genomics Market Overview
1.1 Study Scope
2 Executive Summary
2.1 Market Snippet
2.1.1 Market Snippet by Offering
2.1.2 Market Snippet by Technology
2.1.3 Market Snippet by Application
2.1.4 Market Snippet by Functionality
2.1.5 Market Snippet by End-Use
2.1.6 Market Snippet by Region
2.2 Competitive Insights
3 Artificial Intelligence In Genomics Key Market Trends
3.1 Market Drivers
3.1.1 Impact Analysis of Market Drivers
3.2 Market Restraints
3.2.1 Impact Analysis of Market Restraints
3.3 Market Opportunities
3.4 Market Future Trends
4 Artificial Intelligence In Genomics Industry Study
4.1 Porter’s Five Forces Analysis
4.2 Marketing Strategy Analysis
4.3 Growth Prospect Mapping
4.4 Regulatory Framework Analysis
5 Artificial Intelligence 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 Artificial Intelligence In Genomics Market Landscape
6.1 Market Share Analysis, 2023
6.2 Key Innovators Analysis
6.3 Breakdown Data, by Key Manufacturer
6.3.1 Established Players’ Analysis
6.3.2 Emerging Players’ Analysis
7 Artificial Intelligence In Genomics Market - By Offering
7.1 Overview
7.1.1 Segment Share Analysis, By Offering, 2023 & 2032 (%)
7.2 Services
7.3 Software
8 Artificial Intelligence In Genomics Market - By End-Use
8.1 Overview
8.1.1 Segment Share Analysis, By Offering, 2023 & 2032 (%)
8.2 Healthcare Providers
8.3 Pharmaceutical & Biotech Companies
8.4 Research Centers, Academic Institutes, &Government Organizations
8.5 Others
9 Artificial Intelligence In Genomics Market - By Technology
9.1 Overview
9.1.1 Segment Share Analysis, By Technology, 2023 & 2032 (%)
9.2 Machine Learning
9.2.1 Supervised Learning
9.2.2 Deep Learning
9.2.3 Unsupervised Learning
9.2.4 Reinforcement Learning
9.2.5 Other Machine Learning Technologies
9.3 Others
10 Artificial Intelligence In Genomics Market - By Application
10.1 Overview
10.1.1 Segment Share Analysis, By Application, 2023 & 2032 (%)
10.2 Diagnostics
10.3 Precision Medicine
10.4 Drug Discovery & Development
10.5 Agriculture & animal Research
10.6 Others
11 Artificial Intelligence In Genomics Market - By Functionality
11.1 Overview
11.1.1 Segment Share Analysis, By Application, 2023 & 2032 (%)
11.2 Clinical Workflows
11.3 Genome Sequencing
11.4 Gene Editing
11.5 Predictive Genetic Testing & Preventive Medicine
12 Artificial Intelligence In Genomics Market- By Geography
12.1 Introduction
12.1.1 Segment Share Analysis, By Geography, 2023 & 2032 (%)
12.2 North America
12.2.1 Overview
12.2.2 Key Manufacturers in North America
12.2.3 North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
12.2.4 North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
12.2.5 North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
12.2.6 North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.2.7 North America Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
12.2.8 North America Market Size and Forecast, By End-Use, 2019 - 2032 (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, 2019 - 2032, (US$ Million)
- 12.2.9.3 U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.2.9.4 U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.2.9.5 U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.2.9.6 U.S. Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.2.9.7 U.S. Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.2.10 Canada
- 12.2.10.1 Overview
- 12.2.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
12.3 Europe
12.3.1 Overview
12.3.2 Key Manufacturers in Europe
12.3.3 Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
12.3.4 Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
12.3.5 Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
12.3.6 Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.3.7 Europe Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
12.3.8 Europe Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.3.9 Germany
- 12.3.9.1 Overview
- 12.3.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.3.9.3 Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.9.4 Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.3.9.5 Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.9.6 Germany Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.3.9.7 Germany Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.3.10 Italy
- 12.3.10.1 Overview
- 12.3.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.3.10.3 Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.10.4 Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.3.10.5 Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.10.6 Italy Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.3.10.7 Italy Market Size and Forecast, By End-Use, 2019 - 2032 (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, 2019 - 2032, (US$ Million)
- 12.3.11.3 United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.11.4 United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.3.11.5 United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.11.6 United Kingdom Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.3.11.7 United Kingdom Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.3.12 France
- 12.3.12.1 Overview
- 12.3.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.3.12.3 France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.12.4 France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.3.12.5 France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.12.6 France Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.3.12.7 France Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.3.13 Rest of Europe
- 12.3.13.1 Overview
- 12.3.13.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.3.13.3 Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.3.13.4 Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.3.13.5 Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.13.6 Rest of the Europe Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.3.13.7 Rest of the Europe Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.4 Asia Pacific (APAC)
12.4.1 Overview
12.4.2 Key Manufacturers in Asia Pacific
12.4.3 Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
12.4.4 Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
12.4.5 Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
12.4.6 Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.4.7 Asia Pacific Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
12.4.8 Asia Pacific Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.4.9 India
- 12.4.9.1 Overview
- 12.4.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.4.9.3 India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.9.4 India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.4.9.5 India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.9.6 India Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.4.9.7 India Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.4.10 China
- 12.4.10.1 Overview
- 12.4.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.4.10.3 China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.10.4 China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.4.10.5 China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.10.6 China Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.4.10.7 China Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.4.11 Japan
- 12.4.11.1 Overview
- 12.4.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.4.11.3 Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.11.4 Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.4.11.5 Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.11.6 Japan Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.4.11.7 Japan Market Size and Forecast, By End-Use, 2019 - 2032 (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, 2019 - 2032, (US$ Million)
- 12.4.12.3 South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.12.4 South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.4.12.5 South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.12.6 South Korea Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.4.12.7 South Korea Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.4.13 Rest of APAC
- 12.4.13.1 Overview
- 12.4.13.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.4.13.3 Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.4.13.4 Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.4.13.5 Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.13.6 Rest of APAC Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.4.13.7 Rest of APAC Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.5 Latin America
12.5.1 Overview
12.5.2 Key Manufacturers in Latin America
12.5.3 Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
12.5.4 Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
12.5.5 Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
12.5.6 Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.5.7 Latin America Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
12.5.8 Latin America Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.5.9 Brazil
- 12.5.9.1 Overview
- 12.5.9.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.5.9.3 Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.5.9.4 Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.5.9.5 Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.9.6 Brazil Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.5.9.7 Brazil Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.5.10 Mexico
- 12.5.10.1 Overview
- 12.5.10.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.5.10.3 Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.5.10.4 Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.5.10.5 Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.10.6 Mexico Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.5.10.7 Mexico Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.5.11 Argentina
- 12.5.11.1 Overview
- 12.5.11.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.5.11.3 Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.5.11.4 Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.5.11.5 Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.11.6 Argentina Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.5.11.7 Argentina Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.5.12 Rest of LATAM
- 12.5.12.1 Overview
- 12.5.12.2 Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
- 12.5.12.3 Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.5.12.4 Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.5.12.5 Rest of LATAM Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.5.12.6 Rest of LATAM Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.5.12.7 Rest of LATAM Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
12.6 Middle East and Africa
12.6.1 Overview
12.6.2 Key Manufacturers in Middle East and Africa
12.6.3 Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
12.6.4 Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
12.6.5 Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
12.6.6 Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
12.6.7 Middle East and Africa Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
12.6.8 Middle East and Africa Market Size and Forecast, By End-Use, 2019 - 2032 (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, 2019 - 2032, (US$ Million)
- 12.6.9.3 Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.6.9.4 Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.6.9.5 Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.9.6 Saudi Arabia Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.6.9.7 Saudi Arabia Market Size and Forecast, By End-Use, 2019 - 2032 (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, 2019 - 2032, (US$ Million)
- 12.6.10.3 United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 12.6.10.4 United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 12.6.10.5 United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.10.6 United Arab Emirates Market Size and Forecast, By Functionality, 2019 - 2032 (US$ Million)
- 12.6.10.7 United Arab Emirates Market Size and Forecast, By End-Use, 2019 - 2032 (US$ Million)
13 Key Vendor Analysis
13.1 Competitive Dashboard
13.2 Company Profiles
13.2.1 BenevolentAI limited
13.2.2 BioSymetrics
13.2.3 Deep Genomics
13.2.4 Empiric Logic
13.2.5 FDNA
13.2.6 Genoox
13.2.7 IBM
13.2.8 LifebitAI
13.2.9 Molecularmatch
13.2.10 Nvidia
13.2.11 Sophia Genetics
13.2.12 Trace Genomics
13.2.13 Verge Genomics
13.2.14 WhiteLab Genomics
13.2.15 WuXi Nextcode Genomics
14 360 Degree AnalystView
15 Appendix
15.1 Research Methodology
15.2 References
15.3 Abbreviations
15.4 Disclaimer
15.5 Contact Us