Artificial Intelligence (AI) In Drug Discovery Global Market Report 2024

Description

Artificial intelligence (AI) is a technology that simulates human intelligence in machines, enabling them to think and behave such as humans. AI is known for its ability to perform tasks quickly and with relatively few errors.

The primary technologies employed in AI for drug discovery are deep learning and machine learning. Deep learning is a technique within machine learning and AI that emulates how humans acquire knowledge. Data science, encompassing statistics and predictive modeling, integrates deep learning as a crucial component. Drug discovery involves various types of drugs, including small molecules and large molecules, and encompasses different therapeutic approaches such as c and others. The implementation of AI in drug discovery is seen across various end-users, including pharmaceutical companies, biopharmaceutical companies, academic and research institutes, among others.

The artificial intelligence (AI) in drug discovery market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in drug discovery market statistics, including artificial intelligence (AI) in drug discovery industry global market size, regional shares, competitors with a artificial intelligence (AI) in drug discovery market share, detailed artificial intelligence (AI) in drug discovery market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in drug discovery industry. This artificial intelligence (AI) in drug discovery market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The artificial intelligence (ai) in drug discovery market size has grown exponentially in recent years. It will grow from $1.37 billion in 2023 to $1.79 billion in 2024 at a compound annual growth rate (CAGR) of 30.8%. The growth observed in the historic period in the field of artificial intelligence (AI) in drug discovery can be attributed to several key factors. These include the growth in emerging markets, the rising prevalence of chronic diseases, the increased adoption of artificial intelligence for cost-efficient drug discovery, and the implementation of increasingly strict quality regulations for drug manufacturers.

The artificial intelligence (ai) in drug discovery market size is expected to see exponential growth in the next few years. It will grow to $4.71 billion in 2028 at a compound annual growth rate (CAGR) of 27.4%. Anticipated growth in AI for drug discovery is driven by government support, growing healthcare expenditure, and increased adoption of cloud-based applications. Trends include the integration of multi-omics data, AI in target selection and drug screening, establishment of AI innovation labs, heightened investments, and industry partnerships and collaborations.

The escalating demand for personalized medicine stands as a driving force behind the burgeoning growth of the artificial intelligence (AI) in drug discovery market. Personalized medicine, which tailors treatments based on individual genetic or protein knowledge, has surged in importance. AI's pivotal role spans various phases of clinical development and in the creation of new personalized health solutions. It significantly aids in identifying suitable intervention targets and evaluating their effectiveness. Notably, the US FDA's approval of 12 personalized medicines in 2022, representing about 34% of newly endorsed therapeutic molecular entities, attests to this surge. The heightened demand for personalized medicine is thereby fueling the expansion of the AI in drug discovery market.

A substantial catalyst propelling the artificial intelligence (AI) in drug discovery market growth is the mounting demand to streamline the drug discovery process. Conventionally, the identification and optimization of molecules through animal models typically span three to five years before human evaluation. However, AI-based startups have shown the ability to identify and design new drugs within days or months. An illustrative example is the AlphaFold Protein Structure Database's expansion in December 2021. Developed by Google DeepMind in collaboration with EMBL's European Bioinformatics Institute (EMBL-EBI), this database added 440k meticulously curated protein structures from Swiss-Prot. This significant expansion more than doubled the database's size to over 800k structures, accelerating the drug discovery process remarkably. This substantial reduction in the overall duration of drug discovery procedures is a key driver underpinning the growth of the AI in drug discovery market.

Major players in the AI drug delivery sector are forging strategic collaborations to delve deeper into drug discovery leveraging AI, a move that's elevating their position within the artificial intelligence in drug discovery market. Take Atomwise, a US-based AI systems company, which partnered with Sanofi in August 2022. This collaboration aims to identify and explore up to five pharmacological targets utilizing Atomwise's AI-driven AtomNet technology. To facilitate the discovery of lead compounds for Sanofi's exclusive targets, Atomwise received an initial payment of $20 million from Sanofi, a prominent French pharmaceutical and healthcare company.

Major corporations are making significant investments in entities operating within the artificial intelligence (AI) in drug discovery domain. These investments aim to facilitate the identification and design of novel therapies, ultimately offering these models to other pharmaceutical firms. Given that drug discovery is both capital-intensive and time-consuming, such strategic investments provide vital funding for research and development of new drugs. This funding often serves as a catalyst for these companies to propel their drug discovery initiatives, expediting the introduction of new treatments into the market. For instance, in July 2023, Nvidia, a leading US-based software company, made a $50 million investment in Recursion Pharmaceuticals, a US-based biotech firm harnessing artificial intelligence (AI) for drug discovery. This infusion of capital is poised to empower Recursion in accelerating the development of its AI foundation models for biology and chemistry by leveraging Nvidia's cloud services.

In December 2022, Tecnotree Corporation, a Finnish telecommunications company, successfully acquired CognitiveScale for a total investment of $6 million. This strategic acquisition is expected to significantly boost Tecnotree's AI capabilities, presenting potential opportunities for the pharmaceutical industry. Leveraging these enhanced AI capabilities, Tecnotree aims to explore and develop innovative AI-powered solutions for drug discovery and advancement. CognitiveScale, a reputable AI software company based in the United States, will contribute to Tecnotree's strategic vision in this evolving landscape.

Major companies operating in the artificial intelligence (ai) in drug discovery market report are IBM Corporation, Microsoft Corporation, NVIDIA Corporation, Exscientia, Alphabet, Atomwise Inc., Insilico Medicine, Owkin Inc., Xtalpi Inc., Cloud Pharmaceuticals, Shanghai Pharmaceuticals, Standigm, Indegene, Intuition Systems, Innoplexus, Takeda Pharmaceutical Company Ltd., RxPrism, Otsuka Pharmaceutical Co. Ltd., China National Pharmaceutical Group Co., Ltd., Jiangsu Hengrui Medicine Co., Ltd., Cipla Limited, Aurobindo Pharma Limited, Dr. Reddy's Laboratories Ltd., Sun Pharma, Tricog Health Services Pvt. Ltd., Alliance Pharm Pte Ltd., GSK Australia , CytoReason, IIPharma, StoneWise, Adagene, GT Apeiron Therapeutics, Xbiome, Accutar Biotech, DeepMind, Renalytix AI, Iktos, Ipsen Pharma, Galderma S.A., BenevolentAI, Deepflare, Novartis, Gero, Ardigen, Botkin, Care Mentor AI , Diagnocat, GNS Healthcare, Merck & Co., Apotex, Pfizer, Gilead Sciences, Roche, Bayer, AbbVie Inc., GlaxoSmithKline, AstraZeneca, Amgen, Sanofi Pasteur, Abbott Laboratories, Janssen Pharmaceutica, Teva Canada, Accord Healthcare Inc., Acerus Pharmaceuticals Corporation, AA Pharma Inc., Sanfer, Siegfried Rhein, Atomwise, Inc., Bioage, NuMedii, Envisagenics, Aria Pharmaceuticals, Verge Genomics, Berg LLC, Deep Genomics, Cyclica , IQVIA, Quris, GE Healthcare, Avanade , Group42 Holding Ltd., Ilara Health, Adcock Ingram , Johnson & Johnson, Eurolab , Ranbaxy (SA) (Pty) Ltd., Aspen, Rology, hearX Group, DilenyTech

North America was the largest region in the artificial intelligence (AI) in drug discovery market in 2023. Western Europe was the second largest region in the global artificial intelligence (AI) in drug discovery market share. The regions covered in the artificial intelligence (ai) in drug discovery market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the artificial intelligence (ai) in drug discovery market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Italy, Canada, Spain

The artificial intelligence (AI) in drug discovery market includes revenues earned by entities by offering AI for drug discovery. Artificial Intelligence (AI) for drug discovery is a technology that uses a simulation of the human intelligence process by machines to tackle complex problems in the drug discovery process. It helps to find new molecules to identify drug targets and develop personalized medicines in the pharmaceutical industry. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI) In Drug Discovery Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (ai) in drug discovery market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for artificial intelligence (ai) in drug discovery? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence (ai) in drug discovery market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

1) By Technology: Context-Aware Processing; Natural Language Processing; Querying Method; Deep Learning
2) By Drug Type: Small Molecules; Large Molecules
3) By Therapeutic Type: Metabolic Disease; Cardiovascular Disease; Oncology; Neurodegenerative Diseases; Anti-Infective Diseases; Respiratory Diseases; Other Therapeutics
4) By End User: Pharmaceutical Companies; Biopharmaceutical Companies; Academic And Research Institutes; Other End-Users
Companies Mentioned: IBM Corporation; Microsoft Corporation; NVIDIA Corporation; Exscientia; Alphabet
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery Format: PDF, Word and Excel Data Dashboard.

Product Code: r14342

1. Executive Summary

2. Artificial Intelligence (AI) In Drug Discovery Market Characteristics

3. Artificial Intelligence (AI) In Drug Discovery Market Trends And Strategies

4. Artificial Intelligence (AI) In Drug Discovery Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence (AI) In Drug Discovery Market Size and Growth

5.1. Global Artificial Intelligence (AI) In Drug Discovery Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Artificial Intelligence (AI) In Drug Discovery Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Artificial Intelligence (AI) In Drug Discovery Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence (AI) In Drug Discovery Market Segmentation

6.1. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Deep Learning
Machine Learning
6.2. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Small Molecule
Large Molecules
6.3. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Metabolic Disease
Cardiovascular Disease
Oncology
Neurodegenerative Diseases
Other Therapeutics
6.4. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Pharmaceutical Companies
Biopharmaceutical Companies
Academic And Research Institutes
Other End-Users

7. Artificial Intelligence (AI) In Drug Discovery Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI) In Drug Discovery Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Artificial Intelligence (AI) In Drug Discovery Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market

8.1. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence (AI) In Drug Discovery Market

9.1. China Artificial Intelligence (AI) In Drug Discovery Market Overview
9.2. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence (AI) In Drug Discovery Market

10.1. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence (AI) In Drug Discovery Market

11.1. Japan Artificial Intelligence (AI) In Drug Discovery Market Overview
11.2. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence (AI) In Drug Discovery Market

12.1. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence (AI) In Drug Discovery Market

13.1. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence (AI) In Drug Discovery Market

14.1. South Korea Artificial Intelligence (AI) In Drug Discovery Market Overview
14.2. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence (AI) In Drug Discovery Market

15.1. Western Europe Artificial Intelligence (AI) In Drug Discovery Market Overview
15.2. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence (AI) In Drug Discovery Market

16.1. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence (AI) In Drug Discovery Market

17.1. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence (AI) In Drug Discovery Market

18.1. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence (AI) In Drug Discovery Market

19.1. Italy Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence (AI) In Drug Discovery Market

20.1. Spain Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market

21.1. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market Overview
21.2. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence (AI) In Drug Discovery Market

22.1. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence (AI) In Drug Discovery Market

23.1. North America Artificial Intelligence (AI) In Drug Discovery Market Overview
23.2. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence (AI) In Drug Discovery Market

24.1. USA Artificial Intelligence (AI) In Drug Discovery Market Overview
24.2. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence (AI) In Drug Discovery Market

25.1. Canada Artificial Intelligence (AI) In Drug Discovery Market Overview
25.2. Canada Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence (AI) In Drug Discovery Market

26.1. South America Artificial Intelligence (AI) In Drug Discovery Market Overview
26.2. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence (AI) In Drug Discovery Market

27.1. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence (AI) In Drug Discovery Market

28.1. Middle East Artificial Intelligence (AI) In Drug Discovery Market Overview
28.2. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence (AI) In Drug Discovery Market

29.1. Africa Artificial Intelligence (AI) In Drug Discovery Market Overview
29.2. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence (AI) In Drug Discovery Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI) In Drug Discovery Market Competitive Landscape
30.2. Artificial Intelligence (AI) In Drug Discovery Market Company Profiles
- 30.2.1. IBM Corporation
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Microsoft Corporation
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. NVIDIA Corporation
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Exscientia
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Alphabet
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Artificial Intelligence (AI) In Drug Discovery Market Other Major And Innovative Companies

31.1. Atomwise Inc.
31.2. Insilico Medicine
31.3. Owkin Inc
31.4. Xtalpi Inc
31.5. Cloud Pharmaceuticals
31.6. Shanghai Pharmaceutics
31.7. Standigm
31.8. Indegene
31.9. Intuition Systems
31.10. Innoplexus
31.11. Takeda Pharmaceutical Company Ltd.
31.12. RxPrism
31.13. Otsuka Pharmaceutical Co. Ltd.
31.14. China National Pharmaceutical Group Co., Ltd.
31.15. Jiangsu Hengrui Medicine Co., Ltd

32. Global Artificial Intelligence (AI) In Drug Discovery Market Competitive Benchmarking

33. Global Artificial Intelligence (AI) In Drug Discovery Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Drug Discovery Market

35. Artificial Intelligence (AI) In Drug Discovery Market Future Outlook and Potential Analysis

35.1 Artificial Intelligence (AI) In Drug Discovery Market In 2028 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI) In Drug Discovery Market In 2028 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI) In Drug Discovery Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer