Latest research study released by Market IntelliX provides the newest industry data about AI for Drug Discovery and Development Market and industry future trends, allowing you to identify the products and end users driving revenue growth and profitability. The AI for Drug Discovery and Development industry report lists the leading competitors and provides the insights strategic industry Analysis of the key factors influencing the market.

AI for Drug Discovery and Development Market size is projected to reach xxxx units by 2025 from an estimated xxxx unit in 2019, growing at a CAGR of xx% globally.

Scope of the AI for Drug Discovery and Development Market
The main goal of this report is to help users understand the AI for Drug Discovery and Development market in terms of its definition, segmentation, market potential, influential trends, and challenges facing the market. In-depth research and analysis took place while preparing the report. Readers will find this report very helpful to in-depth understanding of the market.

Market Segmentation
AI for Drug Discovery and Development Market Research report comprises of Porter's five forces analysis to do the detail study about its each segmentation like Product segmentation, End user/application segment analysis and Major key players analysis mentioned as below;

The prominent key players included in the report on AI for Drug Discovery and Development market include:




Market Data Breakdown and Growth Pattern by Type

• Target Identification
• Molecule Screening
• De Novo Drug Design and Drug Optimization
• Preclinical and Clinical Testing
• Others

Market Data Breakdown and Growth Pattern by End-Use Industry / Applications

• Oncology
• Infectious Disease
• Neurology

Geographic and direct information from the for the most part AI for Drug Discovery and Development market is being used to help makers pick which credits to sort out to battle with current market segments. Topographical regions covered by the market: The evaluation bases on key current geographical districts, as

• North America (U.S., Canada, Mexico)
• Europe (Germany, U.K., France, Italy, Russia, Spain, Rest of Europe)
• Asia-Pacific (China, India, Japan, Singapore, Australia, New Zealand, Rest of APAC)
• Middle East & Africa (Turkey, Saudi Arabia, Iran, UAE, Africa, Rest of MEA)
• South America (Brazil, Argentina, Rest of SA)

The report provides insights on the following pointers:
• Market Penetration: Comprehensive information on AI for Drug Discovery and Development offered by the top 10 players in the AI for Drug Discovery and Development market
• Product Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the AI for Drug Discovery and Development market
• Market Development: Comprehensive information about lucrative emerging markets. The report analyzes the markets for various AI for Drug Discovery and Development across geographies
• Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the AI for Drug Discovery and Development market
• Competitive Assessment: In-depth assessment of market shares, strategies, products, and manufacturing capabilities of leading players in the AI for Drug Discovery and Development market

Market Size Estimation:

The bottom-up and top-down approaches have been used to estimate the size of the AI for Drug Discovery and Development market. These approaches have also been used extensively to determine the size of the various sub-segments in the market. The research methodology used to estimate the market size includes the following details:
• In-depth secondary research was done to identify the prominent players in the AI for Drug Discovery and Development market.
• All the possible parameters of the AI for Drug Discovery and Development market were studied to check their effect on the market.
• The value chain and market size of the AI for Drug Discovery and Development market in terms of (million/billion) have been determined through primary and secondary research.
• The secondary methodology was used to determine the percentage of the splits, shares, and breakdowns and was verified using the primary research methodology.

1 Introduction to Research & Analysis Reports

1.1 AI for Drug Discovery and Development Market Definition

1.2 Market Segments

1.2.1 Market by Type

1.2.2 Market by Application

1.3 Global AI for Drug Discovery and Development Market Overview

1.4 Features & Benefits of This Report

1.5 Methodology & Sources of Information

1.5.1 Research Methodology

1.5.2 Research Process

1.5.3 Base Year

1.5.4 Report Assumptions & Caveats

2 Global AI for Drug Discovery and Development Overall Market Size

2.1 Global AI for Drug Discovery and Development Market Size: 2021 VS 2028

2.2 Global AI for Drug Discovery and Development Market Size, Prospects & Forecasts: 2017-2028

2.3 Key Market Trends, Opportunity, Drivers and Restraints

2.3.1 Market Opportunities & Trends

2.3.2 Market Drivers

2.3.3 Market Restraints

3 Company Landscape

3.1 Top AI for Drug Discovery and Development Players in Global Market

3.2 Top Global AI for Drug Discovery and Development Companies Ranked by Revenue

3.3 Global AI for Drug Discovery and Development Revenue by Companies

3.4 Top 3 and Top 5 AI for Drug Discovery and Development Companies in Global Market, by Revenue in 2021

3.5 Global Companies AI for Drug Discovery and Development Product Type

3.6 Tier 1, Tier 2 and Tier 3 AI for Drug Discovery and Development Players in Global Market

3.6.1 List of Global Tier 1 AI for Drug Discovery and Development Companies

3.6.2 List of Global Tier 2 and Tier 3 AI for Drug Discovery and Development Companies

4 Market Sights by Product

4.1 Overview

4.1.1 by Type - Global AI for Drug Discovery and Development Market Size Markets, 2021 & 2028

4.1.2 Target Identification

4.1.3 Molecule Screening

4.1.4 De Novo Drug Design and Drug Optimization

4.1.5 Preclinical and Clinical Testing

4.1.6 Others

4.2 By Type - Global AI for Drug Discovery and Development Revenue & Forecasts

4.2.1 By Type - Global AI for Drug Discovery and Development Revenue, 2017-2022

4.2.2 By Type - Global AI for Drug Discovery and Development Revenue, 2023-2028

4.2.3 By Type - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

5 Sights by Application

5.1 Overview

5.1.1 By Application - Global AI for Drug Discovery and Development Market Size, 2021 & 2028

5.1.2 Oncology

5.1.3 Infectious Disease

5.1.4 Neurology

5.1.5 Others

5.2 By Application - Global AI for Drug Discovery and Development Revenue & Forecasts

5.2.1 By Application - Global AI for Drug Discovery and Development Revenue, 2017-2022

5.2.2 By Application - Global AI for Drug Discovery and Development Revenue, 2023-2028

5.2.3 By Application - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

6 Sights by Region

6.1 By Region - Global AI for Drug Discovery and Development Market Size, 2021 & 2028

6.2 By Region - Global AI for Drug Discovery and Development Revenue & Forecasts

6.2.1 By Region - Global AI for Drug Discovery and Development Revenue, 2017-2022

6.2.2 By Region - Global AI for Drug Discovery and Development Revenue, 2023-2028

6.2.3 By Region - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

6.3 North America

6.3.1 By Country - North America AI for Drug Discovery and Development Revenue, 2017-2028

6.3.2 US AI for Drug Discovery and Development Market Size, 2017-2028

6.3.3 Canada AI for Drug Discovery and Development Market Size, 2017-2028

6.3.4 Mexico AI for Drug Discovery and Development Market Size, 2017-2028

6.4 Europe

6.4.1 By Country - Europe AI for Drug Discovery and Development Revenue, 2017-2028

6.4.2 Germany AI for Drug Discovery and Development Market Size, 2017-2028

6.4.3 France AI for Drug Discovery and Development Market Size, 2017-2028

6.4.4 U.K. AI for Drug Discovery and Development Market Size, 2017-2028

6.4.5 Italy AI for Drug Discovery and Development Market Size, 2017-2028

6.4.6 Russia AI for Drug Discovery and Development Market Size, 2017-2028

6.4.7 Nordic Countries AI for Drug Discovery and Development Market Size, 2017-2028

6.4.8 Benelux AI for Drug Discovery and Development Market Size, 2017-2028

6.5 Asia

6.5.1 By Region - Asia AI for Drug Discovery and Development Revenue, 2017-2028

6.5.2 China AI for Drug Discovery and Development Market Size, 2017-2028

6.5.3 Japan AI for Drug Discovery and Development Market Size, 2017-2028

6.5.4 South Korea AI for Drug Discovery and Development Market Size, 2017-2028

6.5.5 Southeast Asia AI for Drug Discovery and Development Market Size, 2017-2028

6.5.6 India AI for Drug Discovery and Development Market Size, 2017-2028

6.6 South America

6.6.1 By Country - South America AI for Drug Discovery and Development Revenue, 2017-2028

6.6.2 Brazil AI for Drug Discovery and Development Market Size, 2017-2028

6.6.3 Argentina AI for Drug Discovery and Development Market Size, 2017-2028

6.7 Middle East & Africa

6.7.1 By Country - Middle East & Africa AI for Drug Discovery and Development Revenue, 2017-2028

6.7.2 Turkey AI for Drug Discovery and Development Market Size, 2017-2028

6.7.3 Israel AI for Drug Discovery and Development Market Size, 2017-2028

6.7.4 Saudi Arabia AI for Drug Discovery and Development Market Size, 2017-2028

6.7.5 UAE AI for Drug Discovery and Development Market Size, 2017-2028

7 Players Profiles

7.1 Alphabet

7.1.1 Alphabet Corporate Summary

7.1.2 Alphabet Business Overview

7.1.3 Alphabet AI for Drug Discovery and Development Major Product Offerings

7.1.4 Alphabet AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.1.5 Alphabet Key News

7.2 Atomwise

7.2.1 Atomwise Corporate Summary

7.2.2 Atomwise Business Overview

7.2.3 Atomwise AI for Drug Discovery and Development Major Product Offerings

7.2.4 Atomwise AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.2.5 Atomwise Key News

7.3 BenevolentAI

7.3.1 BenevolentAI Corporate Summary

7.3.2 BenevolentAI Business Overview

7.3.3 BenevolentAI AI for Drug Discovery and Development Major Product Offerings

7.3.4 BenevolentAI AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.3.5 BenevolentAI Key News

7.4 Cloud Pharmaceutical

7.4.1 Cloud Pharmaceutical Corporate Summary

7.4.2 Cloud Pharmaceutical Business Overview

7.4.3 Cloud Pharmaceutical AI for Drug Discovery and Development Major Product Offerings

7.4.4 Cloud Pharmaceutical AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.4.5 Cloud Pharmaceutical Key News

7.5 Deep Genomics

7.5.1 Deep Genomics Corporate Summary

7.5.2 Deep Genomics Business Overview

7.5.3 Deep Genomics AI for Drug Discovery and Development Major Product Offerings

7.5.4 Deep Genomics AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.5.5 Deep Genomics Key News

7.6 Exscientia

7.6.1 Exscientia Corporate Summary

7.6.2 Exscientia Business Overview

7.6.3 Exscientia AI for Drug Discovery and Development Major Product Offerings

7.6.4 Exscientia AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.6.5 Exscientia Key News

7.7 IBM

7.7.1 IBM Corporate Summary

7.7.2 IBM Business Overview

7.7.3 IBM AI for Drug Discovery and Development Major Product Offerings

7.7.4 IBM AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.7.5 IBM Key News

7.8 Insilico Medicine

7.8.1 Insilico Medicine Corporate Summary

7.8.2 Insilico Medicine Business Overview

7.8.3 Insilico Medicine AI for Drug Discovery and Development Major Product Offerings

7.8.4 Insilico Medicine AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.8.5 Insilico Medicine Key News

7.9 Microsoft Corporation

7.9.1 Microsoft Corporation Corporate Summary

7.9.2 Microsoft Corporation Business Overview

7.9.3 Microsoft Corporation AI for Drug Discovery and Development Major Product Offerings

7.9.4 Microsoft Corporation AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.9.5 Microsoft Corporation Key News

7.10 Nvidia Corporation

7.10.1 Nvidia Corporation Corporate Summary

7.10.2 Nvidia Corporation Business Overview

7.10.3 Nvidia Corporation AI for Drug Discovery and Development Major Product Offerings

7.10.4 Nvidia Corporation AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.10.5 Nvidia Corporation Key News

7.11 XtalPi

7.11.1 XtalPi Corporate Summary

7.11.2 XtalPi Business Overview

7.11.3 XtalPi AI for Drug Discovery and Development Major Product Offerings

7.11.4 XtalPi AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.11.5 XtalPi Key News

7.12 DP Technology

7.12.1 DP Technology Corporate Summary

7.12.2 DP Technology Business Overview

7.12.3 DP Technology AI for Drug Discovery and Development Major Product Offerings

7.12.4 DP Technology AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.12.5 DP Technology Key News

7.13 Tencent iDrug

7.13.1 Tencent iDrug Corporate Summary

7.13.2 Tencent iDrug Business Overview

7.13.3 Tencent iDrug AI for Drug Discovery and Development Major Product Offerings

7.13.4 Tencent iDrug AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.13.5 Tencent iDrug Key News

7.14 PaddleHelix

7.14.1 PaddleHelix Corporate Summary

7.14.2 PaddleHelix Business Overview

7.14.3 PaddleHelix AI for Drug Discovery and Development Major Product Offerings

7.14.4 PaddleHelix AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.14.5 PaddleHelix Key News

7.15 EIHealth

7.15.1 EIHealth Corporate Summary

7.15.2 EIHealth Business Overview

7.15.3 EIHealth AI for Drug Discovery and Development Major Product Offerings

7.15.4 EIHealth AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.15.5 EIHealth Key News

7.16 Aliyun

7.16.1 Aliyun Corporate Summary

7.16.2 Aliyun Business Overview

7.16.3 Aliyun AI for Drug Discovery and Development Major Product Offerings

7.16.4 Aliyun AI for Drug Discovery and Development Revenue in Global Market (2017-2022)

7.16.5 Aliyun Key News

8 Conclusion

9 Appendix

9.1 Note

9.2 Examples of Clients

9.3 Disclaimer

List of Tables

Table 1. AI for Drug Discovery and Development Market Opportunities & Trends in Global Market

Table 2. AI for Drug Discovery and Development Market Drivers in Global Market

Table 3. AI for Drug Discovery and Development Market Restraints in Global Market

Table 4. Key Players of AI for Drug Discovery and Development in Global Market

Table 5. Top AI for Drug Discovery and Development Players in Global Market, Ranking by Revenue (2021)

Table 6. Global AI for Drug Discovery and Development Revenue by Companies, (US$, Mn), 2017-2022

Table 7. Global AI for Drug Discovery and Development Revenue Share by Companies, 2017-2022

Table 8. Global Companies AI for Drug Discovery and Development Product Type

Table 9. List of Global Tier 1 AI for Drug Discovery and Development Companies, Revenue (US$, Mn) in 2021 and Market Share

Table 10. List of Global Tier 2 and Tier 3 AI for Drug Discovery and Development Companies, Revenue (US$, Mn) in 2021 and Market Share

Table 11. By Type – Global AI for Drug Discovery and Development Revenue, (US$, Mn), 2021 & 2028

Table 12. By Type - AI for Drug Discovery and Development Revenue in Global (US$, Mn), 2017-2022

Table 13. By Type - AI for Drug Discovery and Development Revenue in Global (US$, Mn), 2023-2028

Table 14. By Application – Global AI for Drug Discovery and Development Revenue, (US$, Mn), 2021 & 2028

Table 15. By Application - AI for Drug Discovery and Development Revenue in Global (US$, Mn), 2017-2022

Table 16. By Application - AI for Drug Discovery and Development Revenue in Global (US$, Mn), 2023-2028

Table 17. By Region – Global AI for Drug Discovery and Development Revenue, (US$, Mn), 2021 & 2028

Table 18. By Region - Global AI for Drug Discovery and Development Revenue (US$, Mn), 2017-2022

Table 19. By Region - Global AI for Drug Discovery and Development Revenue (US$, Mn), 2023-2028

Table 20. By Country - North America AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2022

Table 21. By Country - North America AI for Drug Discovery and Development Revenue, (US$, Mn), 2023-2028

Table 22. By Country - Europe AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2022

Table 23. By Country - Europe AI for Drug Discovery and Development Revenue, (US$, Mn), 2023-2028

Table 24. By Region - Asia AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2022

Table 25. By Region - Asia AI for Drug Discovery and Development Revenue, (US$, Mn), 2023-2028

Table 26. By Country - South America AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2022

Table 27. By Country - South America AI for Drug Discovery and Development Revenue, (US$, Mn), 2023-2028

Table 28. By Country - Middle East & Africa AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2022

Table 29. By Country - Middle East & Africa AI for Drug Discovery and Development Revenue, (US$, Mn), 2023-2028

Table 30. Alphabet Corporate Summary

Table 31. Alphabet AI for Drug Discovery and Development Product Offerings

Table 32. Alphabet AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 33. Atomwise Corporate Summary

Table 34. Atomwise AI for Drug Discovery and Development Product Offerings

Table 35. Atomwise AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 36. BenevolentAI Corporate Summary

Table 37. BenevolentAI AI for Drug Discovery and Development Product Offerings

Table 38. BenevolentAI AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 39. Cloud Pharmaceutical Corporate Summary

Table 40. Cloud Pharmaceutical AI for Drug Discovery and Development Product Offerings

Table 41. Cloud Pharmaceutical AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 42. Deep Genomics Corporate Summary

Table 43. Deep Genomics AI for Drug Discovery and Development Product Offerings

Table 44. Deep Genomics AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 45. Exscientia Corporate Summary

Table 46. Exscientia AI for Drug Discovery and Development Product Offerings

Table 47. Exscientia AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 48. IBM Corporate Summary

Table 49. IBM AI for Drug Discovery and Development Product Offerings

Table 50. IBM AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 51. Insilico Medicine Corporate Summary

Table 52. Insilico Medicine AI for Drug Discovery and Development Product Offerings

Table 53. Insilico Medicine AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 54. Microsoft Corporation Corporate Summary

Table 55. Microsoft Corporation AI for Drug Discovery and Development Product Offerings

Table 56. Microsoft Corporation AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 57. Nvidia Corporation Corporate Summary

Table 58. Nvidia Corporation AI for Drug Discovery and Development Product Offerings

Table 59. Nvidia Corporation AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 60. XtalPi Corporate Summary

Table 61. XtalPi AI for Drug Discovery and Development Product Offerings

Table 62. XtalPi AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 63. DP Technology Corporate Summary

Table 64. DP Technology AI for Drug Discovery and Development Product Offerings

Table 65. DP Technology AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 66. Tencent iDrug Corporate Summary

Table 67. Tencent iDrug AI for Drug Discovery and Development Product Offerings

Table 68. Tencent iDrug AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 69. PaddleHelix Corporate Summary

Table 70. PaddleHelix AI for Drug Discovery and Development Product Offerings

Table 71. PaddleHelix AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 72. EIHealth Corporate Summary

Table 73. EIHealth AI for Drug Discovery and Development Product Offerings

Table 74. EIHealth AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

Table 75. Aliyun Corporate Summary

Table 76. Aliyun AI for Drug Discovery and Development Product Offerings

Table 77. Aliyun AI for Drug Discovery and Development Revenue (US$, Mn), (2017-2022)

List of Figures

Figure 1. AI for Drug Discovery and Development Segment by Type in 2021

Figure 2. AI for Drug Discovery and Development Segment by Application in 2021

Figure 3. Global AI for Drug Discovery and Development Market Overview: 2021

Figure 4. Key Caveats

Figure 5. Global AI for Drug Discovery and Development Market Size: 2021 VS 2028 (US$, Mn)

Figure 6. Global AI for Drug Discovery and Development Revenue, 2017-2028 (US$, Mn)

Figure 7. The Top 3 and 5 Players Market Share by AI for Drug Discovery and Development Revenue in 2021

Figure 8. By Type - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 9. By Application - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 10. By Region - Global AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 11. By Country - North America AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 12. US AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 13. Canada AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 14. Mexico AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 15. By Country - Europe AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 16. Germany AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 17. France AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 18. U.K. AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 19. Italy AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 20. Russia AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 21. Nordic Countries AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 22. Benelux AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 23. By Region - Asia AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 24. China AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 25. Japan AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 26. South Korea AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 27. Southeast Asia AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 28. India AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 29. By Country - South America AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 30. Brazil AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 31. Argentina AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 32. By Country - Middle East & Africa AI for Drug Discovery and Development Revenue Market Share, 2017-2028

Figure 33. Turkey AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 34. Israel AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 35. Saudi Arabia AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 36. UAE AI for Drug Discovery and Development Revenue, (US$, Mn), 2017-2028

Figure 37. Alphabet AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 38. Atomwise AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 39. BenevolentAI AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 40. Cloud Pharmaceutical AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 41. Deep Genomics AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 42. Exscientia AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 43. IBM AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 44. Insilico Medicine AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 45. Microsoft Corporation AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 46. Nvidia Corporation AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 47. XtalPi AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 48. DP Technology AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 49. Tencent iDrug AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 50. PaddleHelix AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 51. EIHealth AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 52. Aliyun AI for Drug Discovery and Development Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)