Table of Content

1 Report Overview
1.1 Objectives of the Study
1.2 Introduction
1.3 What This Report Delivers
1.4 Why You Should Read This Report
1.5 Key Questions Answered by This Analytical Report
1.6 Who is This Report for?
1.7 Methodology
1.7.1 Market Definitions
1.7.2 Market Evaluation & Forecasting Methodology
1.7.3 Data Validation
1.7.3.1 Primary Research
1.7.3.2 Secondary Research
1.8 Frequently Asked Questions (FAQs)
1.9 Associated Visiongain Reports
1.10 About Visiongain

2 Executive Summary

3 Market Overview
3.1 Key Findings
3.2 Market Dynamics
3.2.1 Market Driving Factors
3.2.1.1 Automation in Drug Discovery and development
3.2.1.2 Better data analysis and pattern recognition in biopharma with AI to drive the technology adoption
3.2.1.3 Patent expiry to create opportunity for AI-driven development
3.2.2 Market Restraining Factors
3.2.2.1 Developing interoperability systems is a challenging factor for the market
3.2.2.2 Data Privacy and security
3.2.3 Market Opportunities
3.2.3.1 Increasing collaborations among organizations towards drug development enabled by AI
3.2.3.2 India to be one of the most lucrative countries for investment in biotechnologies
3.3 COVID-19 Impact Analysis
3.4 Porter’s Five Forces Analysis
3.4.1 Bargaining Power of Suppliers
3.4.2 Bargaining Power of Buyers
3.4.3 Competitive Rivalry
3.4.4 Threat from Substitutes
3.4.5 Threat of New Entrants
3.5 PEST Analysis

4 Artificial Intelligence in Biopharmaceutical Market Analysis by Technology
4.1 Key Findings
4.2 Technology Segment: Market Attractiveness Index
4.3 Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
4.4 Deep Learning
4.4.1 Market Size by Region, 2023-2033 (US$ Million)
4.4.2 Market Share by Region, 2023 & 2033 (%)
4.5 Natural Language Processing (NLP)
4.5.1 Market Size by Region, 2023-2033 (US$ Million)
4.5.2 Market Share by Region, 2023 & 2033 (%)
4.6 Image Processing
4.6.1 Market Size by Region, 2023-2033 (US$ Million)
4.6.2 Market Share by Region, 2023 & 2033 (%)
4.7 Other Technologies
4.7.1 Market Size by Region, 2023-2033 (US$ Million)
4.7.2 Market Share by Region, 2023 & 2033 (%)

5 Artificial Intelligence in Biopharmaceutical Market Analysis by Application
5.1 Key Findings
5.2 Application Segment: Market Attractiveness Index
5.3 Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
5.4 Business Process & Supply Chain
5.4.1 Market Size by Region, 2023-2033 (US$ Million)
5.4.2 Market Share by Region, 2023 & 2033 (%)
5.5 Drug Discovery
5.5.1 Market Size by Region, 2023-2033 (US$ Million)
5.5.2 Market Share by Region, 2023 & 2033 (%)
5.6 Medical Imaging & Diagnostics
5.6.1 Market Size by Region, 2023-2033 (US$ Million)
5.6.2 Market Share by Region, 2023 & 2033 (%)
5.7 Precision Medicine
5.7.1 Market Size by Region, 2023-2033 (US$ Million)
5.7.2 Market Share by Region, 2023 & 2033 (%)
5.8 Research
5.8.1 Market Size by Region, 2023-2033 (US$ Million)
5.8.2 Market Share by Region, 2023 & 2033 (%)

6 Artificial Intelligence in Biopharmaceutical Market Analysis by End-users
6.1 Key Findings
6.2 End-users Segment: Market Attractiveness Index
6.3 Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
6.4 Manufacturers
6.4.1 Market Size by Region, 2023-2033 (US$ Million)
6.4.2 Market Share by Region, 2023 & 2033 (%)
6.5 Contract Research Organizations (CROs)
6.5.1 Market Size by Region, 2023-2033 (US$ Million)
6.5.2 Market Share by Region, 2023 & 2033 (%)
6.6 Academic & Government Research Institutes
6.6.1 Market Size by Region, 2023-2033 (US$ Million)
6.6.2 Market Share by Region, 2023 & 2033 (%)

7 Artificial Intelligence in Biopharmaceutical Market Analysis by Region
7.1 Key Findings
7.2 Regional Market Size Estimation and Forecast

8 North America Artificial Intelligence in Biopharmaceutical Market Analysis
8.1 Key Findings
8.2 North America Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
8.3 North America Artificial Intelligence in Biopharmaceutical Market by Country, 2023, 2028 & 2033 (US$ Million)
8.4 North America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Country
8.5 North America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
8.6 North America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
8.7 North America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
8.8 U.S. Artificial Intelligence in Biopharmaceutical Market Analysis
8.9 Canada Artificial Intelligence in Biopharmaceutical Market Analysis

9 Europe Artificial Intelligence in Biopharmaceutical Market Analysis
9.1 Key Findings
9.2 Europe Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
9.3 Europe Artificial Intelligence in Biopharmaceutical Market by Country, 2023, 2028 & 2033 (US$ Million)
9.4 Europe Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Country
9.5 Europe Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
9.6 Europe Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
9.7 Europe Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
9.8 Germany Artificial Intelligence in Biopharmaceutical Market Analysis
9.9 France Artificial Intelligence in Biopharmaceutical Market Analysis
9.10 U.K. Artificial Intelligence in Biopharmaceutical Market Analysis
9.11 Italy Artificial Intelligence in Biopharmaceutical Market Analysis
9.12 Spain Artificial Intelligence in Biopharmaceutical Market Analysis
9.13 Russia Artificial Intelligence in Biopharmaceutical Market Analysis
9.14 Rest of Europe Artificial Intelligence in Biopharmaceutical Market Analysis

10 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Analysis
10.1 Key Findings
10.2 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
10.3 Asia Pacific Artificial Intelligence in Biopharmaceutical Market by Country, 2023, 2028 & 2033 (US$ Million)
10.4 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Country
10.5 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
10.6 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
10.7 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
10.8 Japan Artificial Intelligence in Biopharmaceutical Market Analysis
10.9 China Artificial Intelligence in Biopharmaceutical Market Analysis
10.10 India Artificial Intelligence in Biopharmaceutical Market Analysis
10.11 Australia Artificial Intelligence in Biopharmaceutical Market Analysis
10.12 South Korea Artificial Intelligence in Biopharmaceutical Market Analysis
10.13 Rest of Asia-Pacific Artificial Intelligence in Biopharmaceutical Market Analysis

11 Latin America Artificial Intelligence in Biopharmaceutical Market Analysis
11.1 Key Findings
11.2 Latin America Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
11.3 Latin America Artificial Intelligence in Biopharmaceutical Market by Country, 2023, 2028 & 2033 (US$ Million)
11.4 Latin America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Country
11.5 Latin America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
11.6 Latin America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
11.7 Latin America Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
11.8 Brazil Artificial Intelligence in Biopharmaceutical Market Analysis
11.9 Mexico Artificial Intelligence in Biopharmaceutical Market Analysis
11.10 Rest of Latin America Artificial Intelligence in Biopharmaceutical Market Analysis

12 MEA Artificial Intelligence in Biopharmaceutical
12.1 Key Findings
12.2 MEA Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
12.3 MEA Artificial Intelligence in Biopharmaceutical Market by Country, 2023, 2028 & 2033 (US$ Million)
12.4 MEA Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Country
12.5 MEA Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Technology
12.6 MEA Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by Application
12.7 MEA Artificial Intelligence in Biopharmaceutical Market Size Estimation and Forecast by End-users
12.8 GCC Artificial Intelligence in Biopharmaceutical Market Analysis
12.9 South Africa Artificial Intelligence in Biopharmaceutical Market Analysis
12.10 Rest of MEA Artificial Intelligence in Biopharmaceutical Market Analysis

13 Company Profiles
13.1 Competitive Landscape, 2022
13.2 Strategic Outlook
13.3 Microsoft
13.3.1 Company Snapshot
13.3.2 Company Overview
13.3.3 Financial Analysis
13.3.3.1 Net Revenue, 2017-2022
13.3.3.2 R&D, 2017-2022
13.3.3.3 Regional Market Shares, 2022
13.3.4 Product & Solution Benchmarking
13.3.5 Strategic Outlook
13.4 NVIDIA Corporation
13.4.1 Company Snapshot
13.4.2 Company Overview
13.4.3 Financial Analysis
13.4.3.1 Net Revenue, 2017-2022
13.4.3.2 R&D, 2017-2022
13.4.3.3 Regional Market Shares, 2022
13.4.4 Solution Benchmarking
13.4.5 Strategic Outlook
13.5 Alphabet Inc.
13.5.1 Company Snapshot
13.5.2 Company Overview
13.5.3 Financial Analysis
13.5.3.1 Net Revenue, 2017-2022
13.5.3.2 R&D, 2017-2022
13.5.3.3 Regional Market Shares, 2022
13.5.4 Solution Benchmarking
13.5.5 Strategic Outlook
13.6 Amgen Inc.
13.6.1 Company Snapshot
13.6.2 Company Overview
13.6.3 Financial Analysis
13.6.3.1 Net Revenue, 2017-2022
13.6.3.2 R&D, 2017-2022
13.6.3.3 Regional Market Shares, 2022
13.6.4 Solution Benchmarking
13.6.5 Strategic Outlook
13.7 Merative ( previously IBM)
13.7.1 Company Snapshot
13.7.2 Company Overview
13.7.3 Financial Analysis
13.7.3.1 Net Revenue, 2017-2022
13.7.3.2 R&D, 2017-2022
13.7.3.3 Regional Market Shares, 2022
13.7.4 Solution Benchmarking
13.7.5 Strategic Outlook
13.8 Tencent
13.8.1 Company Snapshot
13.8.2 Company Overview
13.8.3 Financial Analysis
13.8.3.1 Net Revenue, 2018-2022
13.8.4 Solution Benchmarking
13.9 Exscientia PLC
13.9.1 Company Snapshot
13.9.2 Company Overview
13.9.3 Financial Analysis
13.9.3.1 Net Revenue, 2020-2022
13.9.3.2 Regional Market Shares, 2021
13.9.4 Solution Benchmarking
13.9.5 Strategic Outlook
13.10 Schrödinger, Inc.
13.10.1 Company Snapshot
13.10.2 Company Overview
13.10.3 Financial Analysis
13.10.3.1 Net Revenue, 2018-2022
13.10.3.2 R&D, 2017-2022
13.10.4 Solution Benchmarking
13.10.5 Strategic Outlook
13.11 Insilico Medicine
13.11.1 Company Snapshot
13.11.2 Company Overview
13.11.3 Solution Benchmarking
13.11.4 Strategic Outlook
13.12 ConcertAI
13.12.1 Company Snapshot
13.12.2 Company Overview
13.12.3 Solution Benchmarking
13.12.4 Strategic Outlook

14 Conclusion and Recommendations
14.1 Concluding Remarks from Visiongain
14.2 Recommendations for Market Players

List of Tables
Table 1 Artificial Intelligence in Biopharmaceutical Market Snapshot, 2023 & 2033 (US$ Million, CAGR %)
Table 2 Biotechnology R&D Expenditures in the sector by OECD countries, 2016-2020
Table 3 Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 4 Deep Learning Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 5 NLP Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 6 Image Processing Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 7 Other Technologies Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 8 Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 9 Business Process & Supply Chain Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 10 Drug Discovery Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 11 Medical Imaging & Diagnostics Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 12 Precision Medicine Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 13 Research Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 14 Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 15 Manufacturers Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 16 CROs Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 17 Academic & Government Research Institutes Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 18 Artificial Intelligence in Biopharmaceutical Market Forecast by Region, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 19 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 20 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 21 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 22 North America Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 23 Top U.S. Biotech Funding in 2022
Table 24 U.S. Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 25 Canada Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 26 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 27 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 28 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 29 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 30 Germany Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 31 France Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 32 U.K. Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR %)
Table 33 Italy Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 34 Spain Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 35 Russia Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 36 Rest of Europe Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 37 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 38 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 39 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 40 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 41 Japan Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 42 China Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 43 India Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Billion, AGR%, CAGR%)
Table 44 Australia Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 45 South Korea Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 46 Rest of Asia-Pacific Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 47 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 48 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 49 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 50 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 51 Brazil Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 52 Mexico Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 53 Rest of Latin America Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 54 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 55 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 56 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 57 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 58 GCC Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 59 South Africa Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR%)
Table 60 Rest of MEA Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR%, CAGR %)
Table 61 Top Company Share Analysis, 2022
Table 62 Strategic Outlook
Table 63 Microsoft: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 64 Microsoft: Product & Solution Benchmarking
Table 65 Microsoft: Strategic Outlook
Table 66 NVIDIA Corporation: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 67 NVIDIA Corporation: Solution Benchmarking
Table 68 NVIDIA Corporation: Strategic Outlook
Table 69 Alphabet Inc.: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 70 Alphabet Inc.: Solution Benchmarking
Table 71 Alphabet Inc.: Strategic Outlook
Table 72 Amgen Inc.: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 73 Amgen Inc.: Solution Benchmarking
Table 74 Amgen: Strategic Outlook
Table 75 Merative (IBM): Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 76 Merative (IBM): Solution Benchmarking
Table 77 Merative (IBM): Strategic Outlook
Table 78 Tencent.: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 79 Tencent: Solution Benchmarking
Table 80 Exscientia PLC: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 81 Exscientia PLC: Solution Benchmarking
Table 82 Exscientia PLC: Strategic Outlook
Table 83 Schrödinger, Inc.: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 84 Schrödinger, Inc: Solution Benchmarking
Table 85 Schrödinger, Inc: Strategic Outlook
Table 86 Insilico Medicine: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 87 Insilico Medicine: Solution Benchmarking
Table 88 Insilico Medicine: Strategic Outlook
Table 89 ConcertAI: Key Details, (CEO, HQ, Revenue, Founded, No. of Employees, Company Type, Website, Business Segment)
Table 90 ConcertAI: Solution Benchmarking
Table 91 ConcertAI: Strategic Outlook

List of Figures
Figure 1 Artificial Intelligence in Biopharmaceutical Market Segmentation
Figure 2 Artificial Intelligence in Biopharmaceutical Market by Technology: Market Attractiveness Index
Figure 3 Artificial Intelligence in Biopharmaceutical Market by Application: Market Attractiveness Index
Figure 4 Artificial Intelligence in Biopharmaceutical Market by End-users: Market Attractiveness Index
Figure 5 Artificial Intelligence in Biopharmaceutical Market Attractiveness Index by Region
Figure 6 Artificial Intelligence in Biopharmaceutical Market Dynamics
Figure 7 Global AI in Healthcare Market Trend, 2022 – 2030
Figure 8 Artificial Intelligence in Biopharmaceutical Market: Porter’s Five Forces Analysis
Figure 9 Artificial Intelligence in Biopharmaceutical Market: PEST Analysis
Figure 10 Artificial Intelligence in Biopharmaceutical Market by Technology: Market Attractiveness Index
Figure 11 Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 12 Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023, 2028, 2033 (%)
Figure 13 Deep Learning Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 14 Deep Learning Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 15 NLP Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 16 NLP Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 17 Image Processing Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 18 Image Processing Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 19 Other Technologies Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 20 Other Technologies Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 21 Artificial Intelligence in Biopharmaceutical Market by Application: Market Attractiveness Index
Figure 22 Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 23 Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023, 2028, 2033 (%)
Figure 24 Business Process & Supply Chain Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 25 Business Process & Supply Chain Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 26 Drug Discovery Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 27 Drug Discovery Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 28 Medical Imaging & Diagnostics Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 29 NLP Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 30 Precision Medicine Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 31 Precision Medicine Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 32 Research Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 33 Research Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 34 Artificial Intelligence in Biopharmaceutical Market by End-users: Market Attractiveness Index
Figure 35 Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 36 Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023, 2028, 2033 (%)
Figure 37 Manufacturers Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 38 Manufacturers Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 39 CROs Segment Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 40 CROs Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 41 Academic & Government Research Institutes Market Forecast by Region, 2023-2033 (US$ Million, AGR %)
Figure 42 Academic & Government Research Institutes Segment Market Share Forecast by Region, 2023 & 2033 (%)
Figure 43 Artificial Intelligence in Biopharmaceutical Market Forecast by Region 2023 and 2033 (Revenue, CAGR %)
Figure 44 Artificial Intelligence in Biopharmaceutical Market Share Forecast by Region 2023, 2028, 2033 (%)
Figure 45 Artificial Intelligence in Biopharmaceutical Market by Region, 2023-2033 (US$ Million, AGR %)
Figure 46 North America Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
Figure 47 North America Artificial Intelligence in Biopharmaceutical Market by Region, 2023, 2028 & 2033 (US$ Million)
Figure 48 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR %)
Figure 49 North America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Country, 2023 & 2033 (%)
Figure 50 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 51 North America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023 & 2033 (%)
Figure 52 North America Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 53 North America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023 & 2033 (%)
Figure 54 North America Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 55 North America Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023 & 2033 (%)
Figure 56 U.S. Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 57 Canada Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 58 Europe Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
Figure 59 Europe Artificial Intelligence in Biopharmaceutical Market by Region, 2023, 2028 & 2033 (US$ Million)
Figure 60 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR %)
Figure 61 Europe Artificial Intelligence in Biopharmaceutical Market Share Forecast by Country, 2023 & 2033 (%)
Figure 62 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 63 Europe Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023 & 2033 (%)
Figure 64 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 65 Europe Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023 & 2033 (%)
Figure 66 Europe Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 67 Europe Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023 & 2033 (%)
Figure 68 Germany Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 69 France Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 70 U.K. Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 71 Italy Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 72 Spain Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 73 Russia Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 74 Rest of Europe Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 75 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
Figure 76 Asia Pacific Artificial Intelligence in Biopharmaceutical Market by Region, 2023, 2028 & 2033 (US$ Million)
Figure 77 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR %)
Figure 78 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Share Forecast by Country, 2023 & 2033 (%)
Figure 79 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 80 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023 & 2033 (%)
Figure 81 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 82 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023 & 2033 (%)
Figure 83 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 84 Asia Pacific Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023 & 2033 (%)
Figure 85 Japan Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 86 China Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 87 India Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 88 Australia Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 89 South Korea Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 90 Rest of Asia-Pacific Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 91 Latin America Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
Figure 92 Latin America Artificial Intelligence in Biopharmaceutical Market by Region, 2023, 2028 & 2033 (US$ Million)
Figure 93 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR %)
Figure 94 Latin America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Country, 2023 & 2033 (%)
Figure 95 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 96 Latin America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023 & 2033 (%)
Figure 97 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 98 Latin America Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023 & 2033 (%)
Figure 99 Latin America Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 100 Latin America Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023 & 2033 (%)
Figure 101 Brazil Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 102 Mexico Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 103 Rest of Latin America Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 104 MEA Artificial Intelligence in Biopharmaceutical Market Attractiveness Index
Figure 105 MEA Artificial Intelligence in Biopharmaceutical Market by Region, 2023, 2028 & 2033 (US$ Million)
Figure 106 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Country, 2023-2033 (US$ Million, AGR %)
Figure 107 MEA Artificial Intelligence in Biopharmaceutical Market Share Forecast by Country, 2023 & 2033 (%)
Figure 108 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Technology, 2023-2033 (US$ Million, AGR %)
Figure 109 MEA Artificial Intelligence in Biopharmaceutical Market Share Forecast by Technology, 2023 & 2033 (%)
Figure 110 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by Application, 2023-2033 (US$ Million, AGR %)
Figure 111 MEA Artificial Intelligence in Biopharmaceutical Market Share Forecast by Application, 2023 & 2033 (%)
Figure 112 MEA Artificial Intelligence in Biopharmaceutical Market Forecast by End-users, 2023-2033 (US$ Million, AGR %)
Figure 113 MEA Artificial Intelligence in Biopharmaceutical Market Share Forecast by End-users, 2023 & 2033 (%)
Figure 114 GCC Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 115 South Africa Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 116 Rest of MEA Artificial Intelligence in Biopharmaceutical Market Forecast, 2023-2033 (US$ Million, AGR %)
Figure 117 Artificial Intelligence in Biopharmaceutical Market: Company Share, 2022
Figure 118 Microsoft: Net Revenue, 2017-2022 (US$ Billion, AGR%)
Figure 119 Microsoft: R&D, 2017-2022 (US$ Billion, AGR%)
Figure 120 Microsoft: Regional Market Shares, 2022
Figure 121 NVIDIA Corporation: Net Revenue, 2017-2022 (US$ Billion, AGR%)
Figure 122 NVIDIA Corporation: R&D, 2017-2022 (US$ Billion, AGR%)
Figure 123 NVIDIA Corporation: Regional Market Shares, 2022
Figure 124 Alphabet Inc.: Net Revenue, 2017-2022 (US$ Billion, AGR%)
Figure 125 Alphabet Inc.: R&D, 2017-2022 (US$ Billion, AGR%)
Figure 126 Alphabet Inc.: Regional Market Shares, 2022
Figure 127 Amega Inc.: Net Revenue, 2017-2022 (US$ Billion, AGR%)
Figure 128 Amgen Inc.: R&D, 2017-2022 (US$ Billion, AGR%)
Figure 129 Amgen Inc.: Regional Market Shares, 2022
Figure 130 Merative (IBM): Net Revenue, 2017-2022 (US$ Billion, AGR%)
Figure 131 Merative (IBM): R&D, 2017-2022 (US$ Billion, AGR%)
Figure 132 Merative (IBM): Regional Market Shares, 2022
Figure 133 Tencent.: Net Revenue, 2018-2022 (US$ Billion, AGR%)
Figure 134 Exscientia PLC: Net Revenue, 2020-2022 (US$ Million, AGR%)
Figure 135 Exscientia PLC.: Regional Market Shares, 2021
Figure 136 Schrödinger, Inc.: Net Revenue, 2018-2022 (US$ Million, AGR%)
Figure 137 Schrödinger, Inc: R&D, 2018-2022 (US$ Billion, AGR%)