By Application -

By End-user-
By Deployment Option-
By Technology-
By Region-
North America-
Europe-
Asia-Pacific-
Latin America-
Middle East & Africa-
Rest of 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 Digital Biomanufacturing Market Snapshot
Chapter 4. Global Digital Biomanufacturing 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), 2024-2031
4.8. Global Digital Biomanufacturing Market Penetration & Growth Prospect Mapping (US$ Mn), 2023-2031
4.9. Competitive Landscape & Market Share Analysis, By Key Player (2023)
4.10. Use/impact of AI on Digital Biomanufacturing Market Industry Trends
Chapter 5. Market Segmentation 1: By Technology, Estimates & Trend Analysis
5.1. By Technology, & Market Share, 2023 & 2031
5.2. Market Size (Value US$ Mn & Volume Unit) & Forecasts and Trend Analyses, 2019 to 2031 for the following By Technology:
5.2.1. AI and IoMT Solutions
5.2.2. Process Analytical Technologies
5.2.3. Data Analytics Software
5.2.4. Predictive Analytics and Digital Twin Technologies
5.2.5. Others
Chapter 6. Market Segmentation 2: By Application Estimates & Trend Analysis
6.1. By Application & Market Share, 2023 & 2031
6.2. Market Size (Value US$ Mn & Volume Unit) & Forecasts and Trend Analyses, 2019 to 2031 for the following By Application:
6.2.1. Biomanufacturing Process Automation and Control
6.2.2. Bioprocess Optimization and Process Analytics
6.2.3. Flexible Manufacturing
Chapter 7. Market Segmentation 3: By End-user Estimates & Trend Analysis
7.1. By End-user & Market Share, 2023 & 2031
7.2. Market Size (Value US$ Mn & Volume Unit) & Forecasts and Trend Analyses, 2019 to 2031 for the following By End-user:
7.2.1. Biopharmaceutical Companies
7.2.2. Academic and Research Institutes
Chapter 8. Market Segmentation 4: By Deployment Options Estimates & Trend Analysis
8.1. By Deployment Options & Market Share, 2023 & 2031
8.2. Market Size (Value US$ Mn & Volume Unit) & Forecasts and Trend Analyses, 2019 to 2031 for the following By Deployment Options:
8.2.1. Cloud-based
8.2.2. On-premises
Chapter 9. Market Segmentation 5: By Type(s) of Biologic(s)Manufactured Estimates & Trend Analysis
9.1. By Type(s) of Biologic(s)Manufactured & Market Share, 2023 & 2031
9.2. Market Size (Value US$ Mn & Volume Unit) & Forecasts and Trend Analyses, 2019 to 2031 for the following By Type(s) of Biologic(s)Manufactured:
9.2.1. Antibodies
9.2.2. Cell and Gene Therapies
9.2.3. Proteins
9.2.4. Vaccines
9.2.5. Others
Chapter 10. Digital Biomanufacturing Market Segmentation 6: Regional Estimates & Trend Analysis
10.1. Global Digital Biomanufacturing Market, Regional Snapshot 2023 & 2031
10.2. North America
10.2.1. North America Digital Biomanufacturing Market Revenue (US$ Million) & Volume (Unit) Estimates and Forecasts by Country, 2019-2031
10.2.1.1. US
10.2.1.2. Canada
10.2.2. North America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Technology, 2019-2031
10.2.3. North America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Application, 2019-2031
10.2.4. North America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By End-user, 2019-2031
10.2.5. North America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Deployment Options, 2019-2031
10.2.6. North America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Type(s) of Biologic(s)Manufactured, 2019-2031
10.3. Europe
10.3.1. Europe Digital Biomanufacturing Market Revenue (US$ Million) & Volume (Unit) Estimates and Forecasts by Country, 2019-2031
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 Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Technology, 2019-2031
10.3.3. Europe Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Application, 2019-2031
10.3.4. Europe Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By End-user, 2019-2031
10.3.5. Europe Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Deployment Options, 2019-2031
10.3.6. Europe Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Type(s) of Biologic(s)Manufactured, 2019-2031
Asia Pacific
10.3.7. Asia Pacific Digital Biomanufacturing Market Revenue (US$ Million) & Volume (Unit) Estimates and Forecasts by Country, 2019-2031
10.3.7.1. India
10.3.7.2. China
10.3.7.3. Japan
10.3.7.4. Australia
10.3.7.5. South Korea
10.3.7.6. Hong Kong
10.3.7.7. Southeast Asia
10.3.7.8. Rest of Asia Pacific
10.3.8. Asia Pacific Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Technology, 2019-2031
10.3.9. Asia Pacific Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Application, 2019-2031
10.3.10. Asia Pacific Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By End-user, 2019-2031
10.3.11. Asia Pacific Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Deployment Options, 2019-2031
10.3.12. Asia Pacific Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Type(s) of Biologic(s)Manufactured, 2019-2031
10.4. Latin America
10.4.1. Latin America Digital Biomanufacturing Market Revenue (US$ Million) & Volume (Unit) Estimates and Forecasts by Country, 2019-2031
10.4.1.1. Brazil
10.4.1.2. Mexico
10.4.1.3. Rest of Latin America
10.4.2. Latin America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Technology, (US$ Million) 2019-2031
10.4.3. Latin America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Application, (US$ Million) 2019-2031
10.4.4. Latin America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By End-user, 2019-2031
10.4.5. Latin America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Deployment Options, 2019-2031
10.4.6. Latin America Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Type(s) of Biologic(s)Manufactured, 2019-2031
10.5. Middle East & Africa
10.5.1. Middle East & Africa Digital Biomanufacturing Market Revenue (US$ Million) & Volume (Unit) Estimates and Forecasts by country, 2019-2031
10.5.1.1. GCC Countries
10.5.1.2. Israel
10.5.1.3. South Africa
10.5.1.4. Rest of Middle East and Africa
10.5.2. Middle East & Africa Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Technology, (US$ Million) 2019-2031
10.5.3. Middle East & Africa Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) By Application, (US$ Million) 2019-2031
10.5.4. Middle East & Africa Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By End-user, 2019-2031
10.5.5. Middle East & Africa Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Deployment Options, 2019-2031
10.5.6. Middle East & Africa Digital Biomanufacturing Market revenue (US$ Million) & Volume (Unit) estimates and forecasts By Type(s) of Biologic(s)Manufactured, 2019-2031
Chapter 11. Competitive Landscape
11.1. Major Mergers and Acquisitions/Strategic Alliances
11.2. Company Profiles
11.2.1. 3M
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. ABB
11.2.3. Cytiva
11.2.4. Siemens
11.2.5. immersciobio
11.2.6. Sanofi
11.2.7. BIOMÉRIEUX
11.2.8. Agilent Technologies, Inc
11.2.9. GE Healthcare
11.2.10. Culture Biosciences
11.2.11. IDBS
11.2.12. Aspen Technology Inc.
11.2.13. Emerson Electric Co.
11.2.14. Honeywell International Inc.
11.2.15. SAP SE
11.2.16. Bota Biosciences
11.2.17. FabricNano
11.2.18. OVO Biomanufacturing
11.2.19. Dassault Systèmes
11.2.20. FUJIFILM Diosynth Biotechnologies
11.2.21. Körber Digital
11.2.22. Merck KGaA
11.2.23. Sartorius AG
11.2.24. Lonza
11.2.25. Other Prominent Players
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.