AI in Digital Genome Market by Type of Offering-
· Software
· Services

AI in Digital Genome Market by Type of Technology-
· Machine Learning
· Computer Vision
AI in Digital Genome Market by Type of Functionality-
· Genome Sequencing
· Gene Editing
AI in Digital Genome Market by Application Area-
· Diagnosis
· Drug Discovery and Development
· Precision Medicine
· Agriculture & Animal Research
· Other Applications
AI in Digital Genome Market by End-User-
· Pharmaceutical & Biotechnology Companies
· Research Organizations
AI in Digital Genome Market by Region-
North America-
· The US
· Canada
Europe-
· Germany
· The UK
· France
· Italy
· Spain
· Rest of Europe
Asia-Pacific-
· China
· Japan
· India
· South Korea
· Southeast Asia
· Rest of Asia Pacific
Latin America-
· Brazil
· Argentina
· Mexico
· Rest of Latin America
Middle East & Africa-
· GCC Countries
· South Africa
· Rest of the Middle East and Africa
Chapter 1. Methodology and Scope
1.1. Research Methodology
1.2. Research Scope & Assumptions
Chapter 2. Executive Summary
Chapter 3. Global AI in Digital Genome Market Snapshot
Chapter 4. Global AI in Digital Genome Market Variables, Trends & Scope
4.1. Market Segmentation & Scope
4.2. Drivers
4.3. Challenges
4.4. Trends
4.5. Investment and Funding Analysis
4.6. Porter's Five Forces Analysis
4.7. Incremental Opportunity Analysis (US$ MN), 2025-2034
4.8. Competitive Landscape & Market Share Analysis, By Key Player (2024)
4.9. Use/impact of AI on AI in Digital Genome Market Industry Trends
4.10. Global AI in Digital Genome Market Penetration & Growth Prospect Mapping (US$ Mn), 2024-2034
Chapter 5. AI in Digital Genome Market Segmentation 1: By Offering, Estimates & Trend Analysis
5.1. Market Share by Offering, 2024 & 2034
5.2. Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Offering:
5.2.1. Software
5.2.2. Services
Chapter 6. AI in Digital Genome Market Segmentation 2: By Technology, Estimates & Trend Analysis
6.1. Market Share by Technology, 2024 & 2034
6.2. Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Technology:
6.2.1. Machine Learning
6.2.2. Computer Vision
Chapter 7. AI in Digital Genome Market Segmentation 3: By Application, Estimates & Trend Analysis
7.1. Market Share by Application, 2024 & 2034
7.2. Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Application:
7.2.1. Diagnosis
7.2.2. Drug Discovery and Development
7.2.3. Precision Medicine
7.2.4. Agriculture & Animal Research
7.2.5. Other Applications
Chapter 8. AI in Digital Genome Market Segmentation 4: By Functionality, Estimates & Trend Analysis
8.1. Market Share by Functionality, 2024 & 2034
8.2. Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following Functionality:
8.2.1. Genome Sequencing
8.2.2. Gene Editing
Chapter 9. AI in Digital Genome Market Segmentation 5: By End User, Estimates & Trend Analysis
9.1. Market Share by End User, 2024 & 2034
9.2. Market Size Revenue (US$ Million) & Forecasts and Trend Analyses, 2021 to 2034 for the following End User:
9.2.1. Pharmaceutical and Biotechnology Companies
9.2.2. Research Organizations
Chapter 10. AI in Digital Genome Market Segmentation 6: Regional Estimates & Trend Analysis
10.1. Global AI in Digital Genome Market, Regional Snapshot 2024 & 2034
10.2. North America
10.2.1. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034
10.2.1.1. US
10.2.1.2. Canada
10.2.2. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Offering, 2021-2034
10.2.3. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034
10.2.4. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
10.2.5. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Component, 2021-2034
10.2.6. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Functionality, 2021-2034
10.2.7. North America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by End User, 2021-2034
10.3. Europe
10.3.1. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034
10.3.1.1. Germany
10.3.1.2. U.K.
10.3.1.3. France
10.3.1.4. Italy
10.3.1.5. Spain
10.3.1.6. Rest of Europe
10.3.2. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Offering, 2021-2034
10.3.3. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034
10.3.4. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
10.3.5. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Functionality, 2021-2034
10.3.6. Europe AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by End User, 2021-2034
10.4. Asia Pacific
10.4.1. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034
10.4.1.1. India
10.4.1.2. China
10.4.1.3. Japan
10.4.1.4. Australia
10.4.1.5. South Korea
10.4.1.6. Hong Kong
10.4.1.7. Southeast Asia
10.4.1.8. Rest of Asia Pacific
10.4.2. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Offering, 2021-2034
10.4.3. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034
10.4.4. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
10.4.5. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Functionality, 2021-2034
10.4.6. Asia Pacific AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by End User, 2021-2034
10.5. Latin America
10.5.1. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Country, 2021-2034
10.5.1.1. Brazil
10.5.1.2. Mexico
10.5.1.3. Rest of Latin America
10.5.2. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Offering, 2021-2034
10.5.3. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034
10.5.4. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
10.5.5. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Functionality, 2021-2034
10.5.6. Latin America AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by End User, 2021-2034
10.6. Middle East & Africa
10.6.1. Middle East & Africa Wind Turbine Rotor Blade Market Revenue (US$ Million) Estimates and Forecasts by country, 2021-2034
10.6.1.1. GCC Countries
10.6.1.2. Israel
10.6.1.3. South Africa
10.6.1.4. Rest of Middle East and Africa
10.6.2. Middle East & Africa AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Offering, 2021-2034
10.6.3. Middle East & Africa AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Technology, 2021-2034
10.6.4. Middle East & Africa AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Application, 2021-2034
10.6.5. Middle East & Africa AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by Functionality, 2021-2034
10.6.6. Middle East & Africa AI in Digital Genome Market Revenue (US$ Million) Estimates and Forecasts by End User, 2021-2034
Chapter 11. Competitive Landscape
11.1. Major Mergers and Acquisitions/Strategic Alliances
11.2. Company Profiles
11.2.1. BenevolentAl (UK)
11.2.1.1. Business Overview
11.2.1.2. Key Product /Service Overview
11.2.1.3. Financial Performance
11.2.1.4. Geographical Presence
11.2.1.5. Recent Developments with Business Strategy
11.2.2. Deep Genomics (Canada)
11.2.3. Fabric Genomics (US)
11.2.4. IBM (US)
11.2.5. Microsoft (US)
11.2.6. MolecularMatch (US)
11.2.7. NVIDIA (US)
11.2.8. PrecisionLife (UK)
11.2.9. SOPHIA GENETICS (Switzerland)
11.2.10. Verge Genomics (US)
This study employed a multi-step, mixed-method research approach that integrates:
This approach ensures a balanced and validated understanding of both macro- and micro-level market factors influencing the market.
Secondary research for this study involved the collection, review, and analysis of publicly available and paid data sources to build the initial fact base, understand historical market behaviour, identify data gaps, and refine the hypotheses for primary research.
Secondary data for the market study was gathered from multiple credible sources, including:
These sources were used to compile historical data, market volumes/prices, industry trends, technological developments, and competitive insights.
Primary research was conducted to validate secondary data, understand real-time market dynamics, capture price points and adoption trends, and verify the assumptions used in the market modelling.
Primary interviews for this study involved:
Interviews were conducted via:
Primary insights were incorporated into demand modelling, pricing analysis, technology evaluation, and market share estimation.
All collected data were processed and normalized to ensure consistency and comparability across regions and time frames.
The data validation process included:
This ensured that the dataset used for modelling was clean, robust, and reliable.
The bottom-up approach involved aggregating segment-level data, such as:
This method was primarily used when detailed micro-level market data were available.
The top-down approach used macro-level indicators:
This approach was used for segments where granular data were limited or inconsistent.
To ensure accuracy, a triangulated hybrid model was used. This included:
This multi-angle validation yielded the final market size.
Market forecasts were developed using a combination of time-series modelling, adoption curve analysis, and driver-based forecasting tools.
Given inherent uncertainties, three scenarios were constructed:
Sensitivity testing was conducted on key variables, including pricing, demand elasticity, and regional adoption.