Drug Discovery Informatics Market 2025 Growth Trends, Share - Global Analysis and Forecasts

Drug Discovery Informatics Market to 2025 - Global Analysis and Forecasts by Product (Services, Software), Usage (In-House Informatics, Outsourced Informatics), Function (Libraries & Database Preparation, Molecular Modelling, Docking, Lead Generation Informatics and Other Functions) & End-User (Contract Research Organizations (CROs), Pharmaceutical & Biotechnological Companies, and Other End Users)

Report Code: TIPHE100000965 | No. of Pages: 150 | Category: Healthcare IT | Status: Upcoming
Drug Discovery Informatics enables the users to address large volume of data storage & management and processing & analyzing the obtained results. These drug discovery informatics platforms utilize bioinformatics algorithms for processing life science data and uses various in silico models for analyzing the data obtained.

Large volume of data procured by innovative methods and the need for an efficient tool to analyze this data are anticipated to drive the market of drug discovery informatics in the coming years. In recent years, various collaborations have been seen amongst the drug discovery informatics providers, which proves to be a major opportunity in the market.

The "Global Drug Discovery Informatics Market Analysis to 2025" is a specialized and in-depth study of the drug discovery informatics industry with a focus on the global market trend. The report aims to provide an overview of global drug discovery informatics market with detailed market segmentation by product, usage, function, and end user. The global drug discovery informatics market is expected to witness substantial growth during the forecast period. The report provides key statistics on the market status of the leading market players and offers key trends and opportunities in the market.

Based on product, the market is segmented as service and software. The software segment was further classified as discovery informatics and development informatics. The drug discovery informatics market based on the usage is segmented as, in house informatics and outsourced informatics. The market has been classified by the function, such as, libraries & database preparations, molecular modelling, docking, lead generation informatics, and other functions. Based on end users, the market is segmented as contract research organizations, pharmaceutical & biotechnological companies, and other end users.

The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global drug discovery informatics market based on product, usage, function, and end user. It also provides market size and forecast till 2025 for overall drug discovery informatics market with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 13 counties globally along with current trend and opportunities prevailing in the region.

The market of drug discovery informatics is anticipated to witness rapid growth in the region of North America in the upcoming years. Various technological advancements and increasing awareness regarding the application of informatics for drug discovery is considered to be major factors fuelling the growth of the market. During the forecast period, Asia Pacific is expected to offer wide growth opportunities for the growth of drug discovery informatics market.

The report analyzes factors affecting market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South & Central America after evaluating political, economic, social and technological factors effecting the market in these regions.

The report also includes the profiles of key drug discovery informatics manufacturing companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, products and services offered, financial information of last three years, key development in past three years. Some of the key players influencing the market are PerkinElmer, Inc., Schrödinger, LLC, Certara, L.P., Infosys Limited, IBM, Collaborative Drug Discovery, Inc., Jubilant Life Sciences Ltd., Thermo Fisher Scientific Inc., Charles River, and Novo Informatics Pvt. Ltd. among others.

1 Introduction
1.1 Scope of Study
1.2 The Insight Partners Research Report Guidance

2 Key Takeaways

3 Drug Discovery Informatics Market Landscape
3.1 Market Overview
3.2 Market Segmentation
3.2.1 Drug Discovery Informatics Market - By Product
3.2.2 Drug Discovery Informatics Market - By Usage
3.2.3 Drug Discovery Informatics Market - By Function
3.2.4 Drug Discovery Informatics Market - By End User
3.2.5 Drug Discovery Informatics Market - By Region
3.2.5.1 By Countries
3.3 PEST Analysis
3.3.1 North America - PEST Analysis
3.3.2 Europe - PEST Analysis
3.3.3 Asia Pacific - PEST Analysis
3.3.4 Middle East and Africa - PEST Analysis
3.3.5 South and Central America- PEST Analysis

4 Drug Discovery Informatics Market - Key Industry Dynamics
4.1 Key Market Drivers
4.2 Key Market Restraints
4.3 Key Market Opportunities
4.4 Future Trends
4.5 Impact Analysis

5 Drug Discovery Informatics Market Analysis- Global
5.1 Global Drug Discovery Informatics Market Overview
5.2 Global Drug Discovery Informatics Market Forecasts and Analysis
5.3 Market Positioning/Market Share
5.4 Performance of Key Players
5.5 Expert Opinions

6 Drug Discovery Informatics Market- Global Regulatory Scenario

7 Drug Discovery Informatics Market Revenue and Forecasts to 2025 - By Product
7.1 Overview
7.2 Product Market Forecasts and Analysis (US$ Mn)
7.3 Services Market
7.3.1 Overview
7.3.2 Services Market Forecasts and Analysis (US$ Mn)
7.4 Software Market
7.4.1 Overview
7.4.2 Software Market Forecasts and Analysis (US$ Mn)
7.4.3 Discovery Informatics Market
7.4.3.1 Overview
7.4.3.2 Discovery Informatics Market Forecasts and Analysis (US$ Mn)
7.4.4 Development Informatics Market
7.4.4.1 Overview
7.4.4.2 Development Informatics Market Forecasts and Analysis (US$ Mn)

8 Drug Discovery Informatics Market Revenue and Forecasts to 2025 - By Usage
8.1 Overview
8.2 Usage Market Forecasts and Analysis
8.3 In-House Informatics Market
8.3.1 Overview
8.3.2 In-House Informatics Market Forecasts and Analysis (US$ Mn)
8.4 Outsourced Informatics Market
8.4.1 Overview
8.4.2 Outsourced Informatics Market Forecasts and Analysis (US$ Mn)

9 Drug Discovery Informatics Market Revenue and Forecasts to 2025 - By Function
9.1 Overview
9.2 Function Market Forecasts and Analysis
9.3 Libraries & Database Preparation Market
9.3.1 Overview
9.3.2 Libraries & database Preparation Market Forecasts and Analysis (US$ Mn)
9.4 Molecular Modelling Market
9.4.1 Overview
9.4.2 Molecular Modelling Market Forecasts and Analysis (US$ Mn)
9.5 Docking Market
9.5.1 Overview
9.5.2 Docking Market Forecasts and Analysis (US$ Mn)
9.6 Lead Generation Informatics Market
9.6.1 Overview
9.6.2 Lead Generation Informatics Market Forecasts and Analysis (US$ Mn)
9.7 Other Functions Market
9.7.1 Overview
9.7.2 Other Functions Market Forecasts and Analysis (US$ Mn)

10 Drug Discovery Informatics Market Revenue and Forecasts to 2025 - By End User
10.1 Overview
10.2 End User Market Forecasts and Analysis
10.3 Contract Research Organizations (CROs) Market
10.3.1 Overview
10.3.2 Contract Research Organization (CROs) Market Forecasts and Analysis (US$ Mn)
10.4 Pharmaceutical & Biotechnological Companies Market
10.4.1 Overview
10.4.2 Pharmaceutical & Biotechnological Companies Market Forecasts and Analysis (US$ Mn)
10.5 Other End Users Market
10.5.1 Overview
10.5.2 Other End Users Market Forecasts and Analysis (US$ Mn)

11 North America Drug Discovery Informatics Market Revenue and Forecasts to 2025 - Country Analysis
11.1 North America Drug Discovery Informatics Market Overview
11.2 North America Drug Discovery Informatics Market Revenue Forecasts and Analysis (US$ Mn)
11.3 North America Market Forecasts and Analysis - By Product
11.3.1 North America Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
11.3.2 North America Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
11.4 North America Market Forecasts and Analysis - By Usage
11.5 North America Market Forecasts and Analysis - By Function
11.6 North America Market Forecasts and Analysis - By End User
11.7 North America Market Forecasts and Analysis - By Country
11.8 US Market Overview
11.8.1 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
11.8.1.1 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
11.8.1.2 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
11.8.2 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
11.8.3 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
11.8.4 US Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
11.9 Canada Market Overview
11.9.1 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
11.9.1.1 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
11.9.1.2 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
11.9.2 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
11.9.3 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
11.9.4 Canada Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
11.10 Mexico Market Overview
11.10.1Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
11.10.1.1 Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
11.10.1.2 Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
11.10.2Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
11.10.3Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
11.10.4Mexico Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)

12 Europe Drug Discovery Informatics Market Revenue and Forecasts to 2025 - Country Analysis
12.1 Europe Drug Discovery Informatics Market Overview
12.2 Europe Drug Discovery Informatics Market Revenue Forecasts and Analysis (US$ Mn)
12.3 Europe Market Forecasts and Analysis - By Product
12.3.1 Europe Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Services (US$ Mn)
12.3.2 Europe Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
12.4 Europe Market Forecasts and Analysis - By Usage
12.5 Europe Market Forecasts and Analysis - By Function
12.6 Europe Market Forecasts and Analysis - By End User
12.7 Europe Market Forecasts and Analysis - By Countries
12.8 UK Market Overview
12.8.1 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
12.8.1.1 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
12.8.1.2 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
12.8.2 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
12.8.3 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
12.8.4 UK Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
12.9 Germany Market Overview
12.9.1 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
12.9.1.1 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
12.9.1.2 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
12.9.2 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
12.9.3 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
12.9.4 Germany Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
12.10 France Market Overview
12.10.1France Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
12.10.1.1 France Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
12.10.1.2 France Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
12.10.2France Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
12.10.3France Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)

13 Asia Pacific Drug Discovery Informatics Market Revenue and Forecasts to 2025 - Country Analysis
13.1 Asia Pacific Drug Discovery Informatics Market Overview
13.2 Asia Pacific Drug Discovery Informatics Market Revenue Forecasts and Analysis (US$ Mn)
13.3 Asia Pacific Market Forecasts and Analysis - By Product
13.3.1 Asia Pacific Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
13.3.2 Asia Pacific Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
13.4 Asia Pacific Market Forecasts and Analysis - By Usage
13.5 Asia Pacific Market Forecasts and Analysis - By Function
13.6 Asia Pacific Market Forecasts and Analysis - By End User
13.7 Asia Pacific Market Forecasts and Analysis - By Country
13.8 Japan Market Overview
13.8.1 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
13.8.1.1 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
13.8.1.2 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
13.8.2 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
13.8.3 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
13.8.4 Japan Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
13.9 China Market Overview
13.9.1 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
13.9.1.1 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
13.9.1.2 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
13.9.2 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
13.9.3 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
13.9.4 China Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
13.10 India Market Overview
13.10.1India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
13.10.1.1 India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
13.10.1.2 India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
13.10.2India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
13.10.3India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
13.10.4India Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)

14 Middle East and Africa (MEA) Drug Discovery Informatics Market Revenue and Forecasts to 2025 - Country Analysis
14.1 Middle East and Africa (MEA) Drug Discovery Informatics Market Overview
14.2 Middle East and Africa (MEA) Drug Discovery Informatics Market Revenue Forecasts and Analysis (US$ Mn)
14.3 Middle East and Africa (MEA) Market Forecasts and Analysis - By Product
14.3.1 Middle East and Africa (MEA) Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
14.3.2 Middle East and Africa (MEA) Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
14.4 Middle East and Africa (MEA) Market Forecasts and Analysis - By Usage
14.5 Middle East and Africa (MEA) Market Forecasts and Analysis - By Function
14.6 Middle East and Africa (MEA) Market Forecasts and Analysis - By End User
14.7 Middle East and Africa (MEA) Market Forecasts and Analysis - By Country
14.8 South Africa Market Overview
14.8.1 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
14.8.1.1 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Services (US$ Mn)
14.8.1.2 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
14.8.2 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
14.8.3 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
14.8.4 South Africa Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
14.9 Saudi Arabia Market Overview
14.9.1 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
14.9.1.1 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Services (US$ Mn)
14.9.1.2 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
14.9.2 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
14.9.3 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
14.9.4 Saudi Arabia Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)
14.10 UAE Market Overview
14.10.1UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
14.10.1.1 UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
14.10.1.2 UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
14.10.2UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
14.10.3UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
14.10.4UAE Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)

15 South and Central America Drug Discovery Informatics Market Revenue and Forecasts to 2025 - Country Analysis
15.1 South and Central America Drug Discovery Informatics Market Overview
15.2 South and Central America Drug Discovery Informatics Market Revenue Forecasts and Analysis (US$ Mn)
15.3 South and Central America Market Forecasts and Analysis - By Product
15.3.1 South and Central America Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
15.3.2 South and Central America Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
15.4 South and Central America Market Forecasts and Analysis - By Usage
15.5 South and Central America Market Forecasts and Analysis - By Function
15.6 South and Central America Market Forecasts and Analysis - By End User
15.7 South and Central America Market Forecasts and Analysis - By Country
15.8 Brazil Market Overview
15.8.1 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Product (US$ Mn)
15.8.1.1 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Service (US$ Mn)
15.8.1.2 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Software (US$ Mn)
15.8.2 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Usage (US$ Mn)
15.8.3 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By Function (US$ Mn)
15.8.4 Brazil Drug Discovery Informatics Market Revenue Forecasts and Analysis-By End User (US$ Mn)

16 Industry Landscape
16.1 Organic Growth Strategies
16.1.1 New Product Launches
16.1.2 Marketing & Promotional Activities
16.2 Inorganic Growth Strategies
16.2.1 Partnerships, Collaborations, and Joint Ventures
16.2.2 Mergers & Acquisitions
16.2.3 Geographic Expansions

17 Drug Discovery Informatics Market, Key Company Profiles
17.1 PerkinElmer, Inc.
17.1.1 Key Facts
17.1.2 Business Description
17.1.3 Financial Overview
17.1.4 Product/Solution Portfolio
17.1.5 SWOT Analysis
17.1.6 Key Developments
17.1.7 Company Clientele
17.2 Schrödinger, LLC
17.2.1 Key Facts
17.2.2 Business Description
17.2.3 Financial Overview
17.2.4 Product/Solution Portfolio
17.2.5 SWOT Analysis
17.2.6 Key Developments
17.2.7 Company Clientele
17.3 Certara, L.P.
17.3.1 Key Facts
17.3.2 Business Description
17.3.3 Financial Overview
17.3.4 Product/Solution Portfolio
17.3.5 SWOT Analysis
17.3.6 Key Developments
17.3.7 Company Clientele
17.4 Infosys Limited
17.4.1 Key Facts
17.4.2 Business Description
17.4.3 Financial Overview
17.4.4 Product/Solution Portfolio
17.4.5 SWOT Analysis
17.4.6 Key Developments
17.4.7 Company Clientele
17.5 IBM
17.5.1 Key Facts
17.5.2 Business Description
17.5.3 Financial Overview
17.5.4 Product/Solution Portfolio
17.5.5 SWOT Analysis
17.5.6 Key Developments
17.5.7 Company Clientele
17.6 Collaborative Drug Discovery, Inc.
17.6.1 Key Facts
17.6.2 Business Description
17.6.3 Financial Overview
17.6.4 Product/Solution Portfolio
17.6.5 SWOT Analysis
17.6.6 Key Developments
17.6.7 Company Clientele
17.7 Jubilant Life Sciences Ltd.
17.7.1 Key Facts
17.7.2 Business Description
17.7.3 Financial Overview
17.7.4 Product/Solution Portfolio
17.7.5 SWOT Analysis
17.7.6 Key Developments
17.7.7 Company Clientele
17.8 Thermo Fisher Scientific Inc.
17.8.1 Key Facts
17.8.2 Business Description
17.8.3 Financial Overview
17.8.4 Product/Solution Portfolio
17.8.5 SWOT Analysis
17.8.6 Key Developments
17.8.7 Company Clientele
17.9 Charles River
17.9.1 Key Facts
17.9.2 Business Description
17.9.3 Financial Overview
17.9.4 Product/Solution Portfolio
17.9.5 SWOT Analysis
17.9.6 Key Developments
17.9.7 Company Clientele
17.10 Novo Informatics Pvt. Ltd.
17.10.1 Key Facts
17.10.2 Business Description
17.10.3 Financial Overview
17.10.4 Product/Solution Portfolio
17.10.5 SWOT Analysis
17.10.6 Key Developments
17.10.7 Company Clientele

18 Appendix
18.1 About The Insight Partners
18.2 Glossary of Terms
18.3 Research Methodology
Healthcare
List of Companies

1. PerkinElmer Inc.
2. Schrödinger, LLC
3. Certara, L.P.
4. Infosys Limited
5. IBM
6. Collaborative Drug Discovery, Inc.
7. Jubilant Life Sciences Ltd.
8. Thermo Fisher Scientific Inc.
9. Charles River
10. Novo Informatics Pvt. Ltd.

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