Table of Contents

1. Introduction

1.1 Market Definition

1.2 Scope (Inclusion and Exclusions)

1.3 Research Assumptions

2. Executive Summary

2.1 Market Overview

2.2 Regional Synopsis

2.3 Competitive Summary

3. Research Methodology

3.1 Top-Down Approach

3.2 Bottom-up Approach

3.3. Data Validation

3.4 Primary Interviews

4. Market Dynamics Impact Analysis

4.1 Market Driving Factors Analysis

4.1.1 Drivers

4.1.2 Restraints

4.1.3 Opportunities

4.1.4 Challenges

4.2 PESTLE Analysis

4.3 Porter’s Five Forces Model

5. Statistical Insights and Trends Reporting

5.1 AI Adoption Rate in Biotechnology Companies, by Region (2021–2024)

5.2 AI-Driven Drug Discovery Projects, by Application Area (2024)

5.3 R&D Efficiency Gains Attributed to AI (Time & Cost Savings), Global, 2024

5.4 Venture Capital and Government Funding in AI-Biotech Startups, by Region (2021–2024)

5.5 AI Patent Filings and Publications in Biotechnology, by Country (2020–2024)

6. Competitive Landscape

6.1 List of Major Companies, By Region

6.2 Market Share Analysis, By Region

6.3 Product Benchmarking

6.3.1 Product specifications and features

6.3.2 Pricing

6.4 Strategic Initiatives

6.4.1 Marketing and promotional activities

6.4.2 Distribution and Supply Chain Strategies

6.4.3 Expansion plans and new Product launches

6.4.4 Strategic partnerships and collaborations

6.5 Technological Advancements

6.6 Market Positioning and Branding

7. Artificial Intelligence (AI) in Biotechnology Market Segmentation by Component

7.1 Chapter Overview

7.2 Software

7.2.1 Software Market Trends Analysis (2021-2032)

7.2.2 Software Market Size Estimates and Forecasts to 2032 (USD Billion)

7.3 Hardware

     7.3.1 Hardware Market Trends Analysis (2021-2032)

           7.3.2 Hardware Market Size Estimates and Forecasts to 2032 (USD Billion)

7.4 Services

     7.4.1 Services Market Trends Analysis (2021-2032)

           7.4.2 Services Market Size Estimates and Forecasts to 2032 (USD Billion)

8. Artificial Intelligence (AI) in Biotechnology Market Segmentation By Application

8.1 Chapter Overview

8.2 Drug Discovery & Development

     8.2.1 Drug Discovery & Development Market Trend Analysis (2021-2032)

           8.2.2 Drug Discovery & Development Market Size Estimates and Forecasts to 2032 (USD Billion)

8.3 Clinical Trials & Optimization

      8.3.1 Clinical Trials & Optimization Market Trends Analysis (2021-2032)

           8.3.2 Clinical Trials & Optimization Market Size Estimates and Forecasts to 2032 (USD Billion)

8.4 Medical Imaging

      8.4.1 Medical Imaging Market Trends Analysis (2021-2032)

           8.4.2 Medical Imaging Market Size Estimates and Forecasts to 2032 (USD Billion)

8.5 Diagnostics

      8.5.1 Diagnostics Market Trends Analysis (2021-2032)

           8.5.2 Diagnostics Market Size Estimates and Forecasts to 2032 (USD Billion)

8.6 Others

      8.6.1 Others Market Trends Analysis (2021-2032)

           8.6.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)

9. Artificial Intelligence (AI) in Biotechnology Market Segmentation By End User

9.1 Chapter Overview

9.2 Pharmaceutical Companies

 

        9.2.1 Pharmaceutical Companies Market Trends Analysis (2021-2032)

9.2.2 Pharmaceutical Companies Market Size Estimates and Forecasts to 2032 (USD Billion)

9.3 Biotechnology Companies

        9.3.1 Biotechnology Companies Market Trends Analysis (2021-2032)

9.3.2 Biotechnology Companies Market Size Estimates and Forecasts to 2032 (USD Billion)

9.4 Academic & Research Institutes

        9.4.1 Academic & Research Institutes Market Trends Analysis (2021-2032)

9.4.2 Academic & Research Institutes Market Size Estimates and Forecasts to 2032 (USD Billion)

9.5 Healthcare Providers

        9.5.1 Healthcare Providers Market Trends Analysis (2021-2032)

9.5.2 Healthcare Providers Market Size Estimates and Forecasts to 2032 (USD Billion)

9.6 CRO & CDMO

        9.6.1 CRO & CDMO Market Trends Analysis (2021-2032)

9.6.2 CRO & CDMO Market Size Estimates and Forecasts to 2032 (USD Billion)

9.7 Others

        9.7.1 Others Market Trends Analysis (2021-2032)

9.7.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)

10. Regional Analysis

10.1 Chapter Overview

10.2 North America

10.2.1 Trends Analysis

10.2.2 North America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

10.2.3 North America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

10.2.4 North America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.2.5 North America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.2.6 USA

10.2.6.1 USA Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.2.6.2 USA Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.2.6.3 USA Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.2.7 Canada

10.2.7.1 Canada Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.2.7.2 Canada Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.2.7.3 Canada Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.2.8 Mexico

10.2.8.1 Mexico Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.2.8.2 Mexico Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.2.8.3 Mexico Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3 Europe

10.3.1 Trends Analysis

10.3.2 Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

10.3.3 Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

10.3.4 Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.5 Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.6 Germany

10.3.1.6.1 Germany Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.1.6.2 Germany Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.1.6.3 Germany Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.7 France

10.3.7.1 France Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.7.2 France Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.7.3 France Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.8 UK

10.3.8.1 UK Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.8.2 UK Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.8.3 UK Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.9 Italy

10.3.9.1 Italy Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.9.2 Italy Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.9.3 Italy Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.10 Spain

10.3.10.1 Spain Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.10.2 Spain Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.10.3 Spain Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.12 Poland

10.3.12.1 Poland Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

10.3.12.1 Poland Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

10.3.12.3 Poland Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.12.3 Poland Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.13 Turkey

10.3.13.1 Turkey Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.13.2 Turkey Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.13.3 Turkey Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.3.14 Rest of Europe

10.3.14.1 Rest of Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.3.14.2 Rest of Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.3.14.3 Rest of Europe Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4 Asia-Pacific

10.4.1 Trends Analysis

  10.4.2 Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

 10.4.3 Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

 10.4.4 Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

 10.4.5 Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.6 China

10.4.6.1 China Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.6.2 China Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.6.3 China Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.7 India

10.4.7.1 India Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.7.2 India Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.7.3 India Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.8 Japan

10.4.8.1 Japan Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.8.2 Japan Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.8.3 Japan Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.9 South Korea

10.4.9.1 South Korea Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.9.2 South Korea Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.9.3 South Korea Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.10 Singapore

10.4.10.1 Singapore Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.10.2 Singapore Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.10.3 Singapore Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.11 Australia

10.4.11.1 Australia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.11.2 Australia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.11.3 Australia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.4.12 Rest of Asia-Pacific

10.4.12.1 Rest of Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.4.12.2 Rest of Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.4.12.3 Rest of Asia-Pacific Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5 Middle East and Africa

10.5.1 Trends Analysis

10.5.2 Middle East and Africa East Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

10.5.3 Middle East and Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

10.5.4 Middle East and Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.5.5 Middle East and Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5.6 UAE

10.5.6.1 UAE Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.5.6.2 UAE Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.5.6.3 UAE Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5.7 Saudi Arabia

10.5.7.1 Saudi Arabia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.5.7.2 Saudi Arabia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.5.7.3 Saudi Arabia Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5.8 Qatar

10.5.8.1 Qatar Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.5.8.2 Qatar Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.5.8.3 Qatar Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5.9 South Africa

10.5.9 1 South Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.5.9 2 South Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts By Application (2021-2032) (USD Billion)

10.5.9 3 South Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.5.10 Rest of Middle East & Africa

10.5.10.1 Rest of Middle East & Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.5.10.2 Rest of Middle East & Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.5.10.3 Rest of Middle East & Africa Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.6 Latin America

10.6.1 Trends Analysis

10.6.2 Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)

10.6.3 Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion) 

10.6.4 Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.6.5 Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.6.6 Brazil

10.6.6.1 Brazil Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.6.6.2 Brazil Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.6.6.3 Brazil Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.6.7 Argentina

10.6.7.1 Argentina Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.6.7.2 Argentina Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.6.7.3 Argentina Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

10.6.8 Rest of Latin America

10.6.8.1 Rest of Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, by Component (2021-2032) (USD Billion)

10.6.8.2 Rest of Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By Application (2021-2032) (USD Billion)

10.6.8.3 Rest of Latin America Artificial Intelligence (AI) in Biotechnology Market Estimates and Forecasts, By End User (2021-2032) (USD Billion)

12. Company Profiles

12.1 Tempus

          12.1.1 Company Overview

12.1.2 Financial

12.1.3 Products/ Services Offered

12.1.4 SWOT Analysis

12.2 NVIDIA

           12.2.1 Company Overview

12.2.2 Financial

12.2.3 Products/ Services Offered

12.2.4 SWOT Analysis

12.3 Insilico Medicine

          12.3.1 Company Overview

12.3.2 Financial

12.3.3 Products/ Services Offered

12.3.4 SWOT Analysis

12.4 Schrödinger

          12.4.1 Company Overview

12.4.2 Financial

12.4.3 Products/ Services Offered

12.4.4 SWOT Analysis

12.5 Deep Genomics

          12.5.1 Company Overview

12.5.2 Financial

12.5.3 Products/ Services Offered

12.5.4 SWOT Analysis

12.6 SOPHiA GENETICS

12.6.1 Company Overview

12.6.2 Financial

12.6.3 Products/ Services Offered

12.6.4 SWOT Analysis

12.7 Exscientia

          12.7.1 Company Overview

12.7.2 Financial

12.7.3 Products/ Services Offered

12.7.4 SWOT Analysis

12.8 Recursion Pharmaceuticals

12.8.1 Company Overview

12.8.2 Financial

12.8.3 Products/ Services Offered

12.8.4 SWOT Analysis

12.9 Illumina

12.9.1 Company Overview

12.9.2 Financial

12.9.3 Products/ Services Offered

12.9.4 SWOT Analysis

12.10 BenevolentAI

12.10.1 Company Overview

12.10.2 Financial

12.10.3 Products/ Services Offered

12.10.4 SWOT Analysis

12. Use Cases and Best Practices

13. Conclusion