Biopharmaceutical Contract Manufacturing Market: By Manufacturing Process, By Type Of Service, By Molecule Type, By End-User and Region Forecast 2020-2031
Biopharmaceutical Contract Manufacturing Market size was valued at US$ 17.9 billion in 2024 and is expected to reach US$ 26.7 billion by 2031, growing at a significant CAGR of 5.9% from 2025-2031. Biopharmaceuticals are also known as biologics. Biopharmaceutical products are pharmaceutical drugs that are synthesized, processed, or extracted from biological sources. Biopharmaceuticals include vaccines, blood products, recombinant therapeutic proteins, allergens, gene therapies, tissues, and living cells used in cell therapy. Many companies outsource the manufacturing of biopharmaceuticals due to a lack of manufacturing capabilities or in order to reduce the cost of the manufacturing process.
Contract manufacturing organizations offer a wide range of services such as cell line development, process optimization, fermentation biotechnology, analytical characterization, cGMP manufacturing, and validation in each stage of clinical development and commercialization. Furthermore, to meet the demand for biological products, companies are outsourcing biopharmaceutical manufacturing to various contract manufacturing companies. However, high cost associated with manufacturing and stringent regulatory requirements are expected to hamper the growth of the market. The market is highly competitive where the speed to market is imperative along with efficient processes and low costs. Biopharmaceutical contract manufacturing services providers are increasing their service offerings such as formulation, production, and analytical services apart from conventional services to provide complete support for biopharmaceutical companies. Cost considerations and quick services are expected to continue to drive the outsourcing of the market.
Study Period
2025-2031Base Year
2024CAGR
5.9%Largest Market
North-AmericaFastest Growing Market
North-America
The market is mainly driven by increase in investment of the pharma and biotechnological companies to develop and commercialize the biotechnological products. In addition, high revenue generation of blockbuster biological drugs such as humira, rituxan, lantus, avastin, herceptin and remicade are gaining traction from many biologics manufacturers. Advancements in the biotechnology such as recombinant DNA technologies and targeted drug therapies are expected to bolster the market over the forecast period.
Geographically the market has been segmented into following regions viz. North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. North America and Europe are expected to be leading in biopharmaceutical contract manufacturing owing to increased approvals of biosimilars and increase in biopharmaceutical research organization which are lack of manufacturing facilities. In Asia-Pacific region, emerging countries such as China and India expected to grow at a rapid rate owing to low cost of manufacturing. Development of biologics pipeline by domestic companies expected to drive the growth of biopharmaceutical contract manufacturing in China.
Latin America
Europe
Asia Pacific
Middle East
North America
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Report Benchmarks |
Details |
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Report Study Period |
2025-2031 |
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Market Size in 2024 |
US$ 17.9 billion |
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Market Size in 2031 |
US$ 26.7 billion |
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Market CAGR |
5.9% |
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By Manufacturing Process |
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By Type Of Service |
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By Molecule Type |
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By End-User |
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By Region |
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Biopharmaceutical contract manufacturing market size was valued at US$ 17.9 billion in 2024 and is expected to reach US$ 26.7 billion by 2031, growing at a significant CAGR of 5.9% from 2025-2031.
The report covers the five regions and 15+ countries market data: North America (United States, Canada), Europe (Germany, France, Italy, Spain, and United Kingdom (UK), Asia Pacific (China, India, Japan, Australia & New Zealand), Latin America (Brazil, Mexico, Argentina) and Middle East and Africa (Saudi Arabia, United Arab Emirates, South Africa).
In our report, we provide 12-15 market players’ information into the report. However, based on the client’s request we will provide additional country and regional market players information as well.
| 1.Executive Summary |
| 2.Global Biopharmaceutical Contract Manufacturing Market Introduction |
| 2.1.Global Biopharmaceutical Contract Manufacturing Market - Taxonomy |
| 2.2.Global Biopharmaceutical Contract Manufacturing Market - Definitions |
| 2.2.1. Manufacturing Process |
| 2.2.2.Type Of Service |
| 2.2.3.Molecule Type |
| 2.2.4.End-User |
| 2.2.5.Region |
| 3.Global Biopharmaceutical Contract Manufacturing Market Dynamics |
| 3.1. Drivers |
| 3.2. Restraints |
| 3.3. Opportunities/Unmet Needs of the Market |
| 3.4. Trends |
| 3.5. Product Landscape |
| 3.6. New Product Launches |
| 3.7. Impact of COVID 19 on Market |
| 4.Global Biopharmaceutical Contract Manufacturing Market Analysis, 2020 - 2024 and Forecast 2025 - 2031 |
| 4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) |
| 4.3. Market Opportunity Analysis |
| 5.Global Biopharmaceutical Contract Manufacturing Market By Manufacturing Process, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 5.1. Mammalian Based, |
| 5.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.1.3. Market Opportunity Analysis |
| 5.2. Microbial Based, |
| 5.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.2.3. Market Opportunity Analysis |
| 5.3. Insect Based, |
| 5.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.3.3. Market Opportunity Analysis |
| 5.4. Plant Based, |
| 5.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.4.3. Market Opportunity Analysis |
| 5.5. Yeast Based, |
| 5.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.5.3. Market Opportunity Analysis |
| 5.6. Others |
| 5.6.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 5.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 5.6.3. Market Opportunity Analysis |
| 6.Global Biopharmaceutical Contract Manufacturing Market By Type Of Service, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 6.1. Formulation, |
| 6.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.1.3. Market Opportunity Analysis |
| 6.2. Fill and Finish Services, |
| 6.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.2.3. Market Opportunity Analysis |
| 6.3. Cell Banking, |
| 6.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.3.3. Market Opportunity Analysis |
| 6.4. Analytical Services, |
| 6.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.4.3. Market Opportunity Analysis |
| 6.5. Process development, |
| 6.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.5.3. Market Opportunity Analysis |
| 6.6. Others |
| 6.6.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.6.3. Market Opportunity Analysis |
| 6.7. Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 6.7.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 6.7.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 6.7.3. Market Opportunity Analysis |
| 7.Global Biopharmaceutical Contract Manufacturing Market By Molecule Type , 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 7.1. Large Molecules, |
| 7.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 7.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 7.1.3. Market Opportunity Analysis |
| 7.2. Small Molecules |
| 7.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 7.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 7.2.3. Market Opportunity Analysis |
| 8.Global Biopharmaceutical Contract Manufacturing Market By End-User, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 8.1. Biopharmaceutical Companies, |
| 8.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 8.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.1.3. Market Opportunity Analysis |
| 8.2. Pharmaceutical Companies, |
| 8.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 8.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.2.3. Market Opportunity Analysis |
| 8.3. Research Organizations, |
| 8.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 8.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.3.3. Market Opportunity Analysis |
| 8.4. Others |
| 8.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 8.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 8.4.3. Market Opportunity Analysis |
| 9.Global Biopharmaceutical Contract Manufacturing Market By Region, 2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 9.1. North America |
| 9.1.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 9.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 9.1.3. Market Opportunity Analysis |
| 9.2. Europe |
| 9.2.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 9.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 9.2.3. Market Opportunity Analysis |
| 9.3. Asia Pacific (APAC) |
| 9.3.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 9.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 9.3.3. Market Opportunity Analysis |
| 9.4. Middle East and Africa (MEA) |
| 9.4.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 9.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 9.4.3. Market Opportunity Analysis |
| 9.5. Latin America |
| 9.5.1. Market Analysis, 2020 - 2024 and Forecast, 2025 - 2031, (Sales Value USD Million) |
| 9.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) |
| 9.5.3. Market Opportunity Analysis |
| 10.North America Biopharmaceutical Contract Manufacturing Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 10.1. Manufacturing Process Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 10.1.1.Mammalian Based, |
| 10.1.2.Microbial Based, |
| 10.1.3.Insect Based, |
| 10.1.4.Plant Based, |
| 10.1.5.Yeast Based, |
| 10.1.6.Others |
| 10.2. Type Of Service Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 10.2.1.Formulation, |
| 10.2.2.Fill and Finish Services, |
| 10.2.3.Cell Banking, |
| 10.2.4.Analytical Services, |
| 10.2.5.Process development, |
| 10.2.6.Others |
| 10.2.7.Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 10.3. Molecule Type Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 10.3.1.Large Molecules, |
| 10.3.2.Small Molecules |
| 10.4. End-User Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 10.4.1.Biopharmaceutical Companies, |
| 10.4.2.Pharmaceutical Companies, |
| 10.4.3.Research Organizations, |
| 10.4.4.Others |
| 10.5. Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 10.5.1.United States of America (USA) |
| 10.5.2.Canada |
| 11.Europe Biopharmaceutical Contract Manufacturing Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 11.1. Manufacturing Process Analysis and Forecast by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 11.1.1.Mammalian Based, |
| 11.1.2.Microbial Based, |
| 11.1.3.Insect Based, |
| 11.1.4.Plant Based, |
| 11.1.5.Yeast Based, |
| 11.1.6.Others |
| 11.2. Type Of Service Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 11.2.1.Formulation, |
| 11.2.2.Fill and Finish Services, |
| 11.2.3.Cell Banking, |
| 11.2.4.Analytical Services, |
| 11.2.5.Process development, |
| 11.2.6.Others |
| 11.2.7.Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 11.3. Molecule Type Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 11.3.1.Large Molecules, |
| 11.3.2.Small Molecules |
| 11.4. End-User Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 11.4.1.Biopharmaceutical Companies, |
| 11.4.2.Pharmaceutical Companies, |
| 11.4.3.Research Organizations, |
| 11.4.4.Others |
| 11.5. Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 11.5.1.Germany |
| 11.5.2.France |
| 11.5.3.Italy |
| 11.5.4.United Kingdom (UK) |
| 11.5.5.Spain |
| 12.Asia Pacific (APAC) Biopharmaceutical Contract Manufacturing Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 12.1. Manufacturing Process Analysis and Forecast by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 12.1.1.Mammalian Based, |
| 12.1.2.Microbial Based, |
| 12.1.3.Insect Based, |
| 12.1.4.Plant Based, |
| 12.1.5.Yeast Based, |
| 12.1.6.Others |
| 12.2. Type Of Service Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 12.2.1.Formulation, |
| 12.2.2.Fill and Finish Services, |
| 12.2.3.Cell Banking, |
| 12.2.4.Analytical Services, |
| 12.2.5.Process development, |
| 12.2.6.Others |
| 12.2.7.Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 12.3. Molecule Type Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 12.3.1.Large Molecules, |
| 12.3.2.Small Molecules |
| 12.4. End-User Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 12.4.1.Biopharmaceutical Companies, |
| 12.4.2.Pharmaceutical Companies, |
| 12.4.3.Research Organizations, |
| 12.4.4.Others |
| 12.5. Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 12.5.1.China |
| 12.5.2.India |
| 12.5.3.Australia and New Zealand (ANZ) |
| 12.5.4.Japan |
| 12.5.5.Rest of APAC |
| 13.Middle East and Africa (MEA) Biopharmaceutical Contract Manufacturing Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 13.1. Manufacturing Process Analysis and Forecast by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 13.1.1.Mammalian Based, |
| 13.1.2.Microbial Based, |
| 13.1.3.Insect Based, |
| 13.1.4.Plant Based, |
| 13.1.5.Yeast Based, |
| 13.1.6.Others |
| 13.2. Type Of Service Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 13.2.1.Formulation, |
| 13.2.2.Fill and Finish Services, |
| 13.2.3.Cell Banking, |
| 13.2.4.Analytical Services, |
| 13.2.5.Process development, |
| 13.2.6.Others |
| 13.2.7.Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 13.3. Molecule Type Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 13.3.1.Large Molecules, |
| 13.3.2.Small Molecules |
| 13.4. End-User Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 13.4.1.Biopharmaceutical Companies, |
| 13.4.2.Pharmaceutical Companies, |
| 13.4.3.Research Organizations, |
| 13.4.4.Others |
| 13.5. Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 13.5.1.GCC Countries |
| 13.5.2.South Africa |
| 13.5.3.Rest of MEA |
| 14.Latin America Biopharmaceutical Contract Manufacturing Market ,2020 - 2024 and Forecast 2025 - 2031 (Sales Value USD Million) |
| 14.1. Manufacturing Process Analysis and Forecast by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 14.1.1.Mammalian Based, |
| 14.1.2.Microbial Based, |
| 14.1.3.Insect Based, |
| 14.1.4.Plant Based, |
| 14.1.5.Yeast Based, |
| 14.1.6.Others |
| 14.2. Type Of Service Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 14.2.1.Formulation, |
| 14.2.2.Fill and Finish Services, |
| 14.2.3.Cell Banking, |
| 14.2.4.Analytical Services, |
| 14.2.5.Process development, |
| 14.2.6.Others |
| 14.2.7.Others (Agrochemicals, Pharmaceuticals, and Automotive)) |
| 14.3. Molecule Type Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 14.3.1.Large Molecules, |
| 14.3.2.Small Molecules |
| 14.4. End-User Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 14.4.1.Biopharmaceutical Companies, |
| 14.4.2.Pharmaceutical Companies, |
| 14.4.3.Research Organizations, |
| 14.4.4.Others |
| 14.5. Country Analysis 2020 - 2024 and Forecast 2025 - 2031 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) |
| 14.5.1.Brazil |
| 14.5.2.Mexico |
| 14.5.3.Rest of LA |
| 15. Competition Landscape |
| 15.1. Market Player Profiles (Introduction, Brand/Product Sales, Financial Analysis, Product Offerings, Key Developments, Collaborations, M & A, Strategies, and SWOT Analysis) |
| 15.2.1.Lonza Group Ltd. (Switzerland) |
| 15.2.2.Boehringer Ingelheim GmbH (Germany) |
| 15.2.3.Charles River Laboratories, Inc. (U.S) |
| 15.2.4.Novartis AG (Switzerland) |
| 15.2.5.WuXi AppTec Group (China) |
| 15.2.6.Rentschler Biotechnologie GmbH (Germany) |
| 15.2.7.Fujifilm Holdings Corporation (Japan) |
| 15.2.8.Celonic AG (Switzerland) |
| 15.2.9.BIOMEVA GmbH (Germany) |
| 15.2.10.ProBioGen AG (Germany) |
| 16. Research Methodology |
| 17. Appendix and Abbreviations |
Key Market Players
Author
Muni Kumar Meravath is a seasoned Healthcare Market Research Analyst with over 6 years of experience in the healthcare domain, encompassing pharmaceuticals, medical devices, and diagnostics. A graduate in Pharmacy, he possesses a strong foundation in the intricacies of the healthcare sector. He further enhanced his expertise by pursuing an MBA in Pharmaceuticals, equipping him with valuable business acumen. His analytical skills and market insights have contributed to strategic decision-making and enhanced market positioning for various healthcare organizations. Committed to driving innovation and excellence, Muni continues to seek opportunities to improve healthcare delivery through data-driven insights.
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