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AI for Drug Discovery Market Size, Share Global Analysis Report, 2022 – 2028

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AI for Drug Discovery Market Size, Share, Growth Analysis Report By Offering (Software and Services), By Technology (Machine Learning, Deep Learning, Unsupervised Learning, Supervised Learning, Reinforcement Learning, Other Machine Learning Technologies and Other Technologies), By Application (Immuno-oncology, Neurodegenerative diseases, Cardiovascular diseases, Metabolic diseases and Other Applications), By EndUser (Pharmaceutical &Biotechnology Companies, Contract Research Organisations and Research Centers and Academic & Government Institutes), and By Region- Global and Regional Industry Insights, Overview, Comprehensive Analysis, Trends, Statistical Research, Market Intelligence, Historical Data and Forecast 2022 – 2028

Industry Insights

[200+ Pages Report] According to Facts and Factors, the Global AI for Drug Discovery market size was worth USD 549.10 million in 2021 and is estimated to grow to USD 5124.55 million by 2028, with a compound annual growth rate (CAGR) of approximately 45.10% over the forecast period. The report analyzes the AI for Drug Discovery market’s drivers, restraints/challenges, and their effect on the demands during the projection period. In addition, the report explores emerging opportunities for Artificial Intelligence for Drug Discovery market.

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logoMarket Overview

In order to overcome complex problems in the drug development process, artificial intelligence (A.I.) for drug discovery uses machines to emulate human intelligence. It supports the identification of therapeutic targets, the creation of specialized drugs, and the discovery of novel molecules in the pharmaceutical industry. Cross-industry alliances and collaborations will be key factors impacting the market's growth rate. The healthcare industry has extensively used artificial intelligence, especially when seeking new treatments.

This greatly facilitates the quick selection, development, detection, and screening of tiny molecules and can recognize therapeutic targets. The market is predicted to grow dramatically over the course of the forecast period due to the benefits of utilizing these advanced approaches over conventional procedures. In addition, artificial intelligence shortens the time and expense required for the drug discovery process, accelerating market expansion. The rise in public awareness of artificial intelligence will likely positively impact manufacturers in the drug discovery and development market.

logoCOVID-19 Impact:

Due to the broad usage of artificial intelligence by numerous organizations for the identification and screening of already available drugs used to treat COVID-19, the COVID-19 outbreak positively affected the growth of the drug discovery business. Artificial intelligence (A.I.) has been demonstrated to be useful in identifying chemicals that are active in preventing many viruses, including SARS-CoV, HIV, SARS-CoV-2, influenza, and others.

logoKey Insights

  • AI for Drug Discovery market share value at a CAGR of 45.10% over the forecast period.
  • The ophthalmic, urological, neuromuscular, gastrointestinal, and cardiovascular medical applications are among the sectors driving the worldwide Artificial Intelligence (AI) for Drug Discovery market.
  • By offering, the services segment will dominate the market in 2021.
  • By application, the Neurodegenerative diseases segment will dominate the market in 2021.
  • North America will dominate the Global AI for Drug Discovery market in 2021.

logo Growth Drivers

  • A reduction in total time involved in the drug discovery process is likely to pave the way for global market growth

The increased desire to reduce the overall time required for the drug discovery process would enhance the demand for artificial intelligence (A.I.) in drug discovery, propelling the market's growth pace even more. Animal models normally take three to five years to identify and enhance compounds before they are evaluated in humans, whereas AI-powered startups can uncover and build new drugs in days or months.

logo Restraints

  • The high cost of technology may hamper the global market growth

The high cost of technology and technical restrictions will provide a hurdle to artificial intelligence (A.I.) in the drug discovery sector. However, a lack of experienced individuals and a lack of knowledge would act as a restraint and further hamper the market's growth pace over this period.

logo Opportunities

  • A rise in the investment in R&D brings up several growth opportunities

The increase in R&D activities and the increasing adoption of cloud-based services and apps would create positive prospects for expanding artificial intelligence (A.I.) in the drug discovery market. The growing demand from emerging markets and the expansion of biotechnology industries would accelerate the growth rate of artificial intelligence (A.I.) for the drug discovery market in the future.

logoSegmentation Analysis

The global AI for Drug Discovery market is segregated on the basis of offering, technology, application, end-user, and region.

Technology divides the market into Machine Learning, Deep Learning, Supervised Learning, Unsupervised Learning, Reinforcement Learning, Other Machine Learning Technologies, and Other Technologies. Over the forecast period, the Deep Learning segment is expected to develop at the fastest rate in 2021. Deep learning aids in the consistent management of data, saves time, reduces the likelihood of errors in the drug discovery process, and minimizes the workload for end users, which are some of the important aspects driving the market expansion of this category.

By application, the market is divided into Immuno-oncology, Neurodegenerative diseases, Cardiovascular diseases, Metabolic diseases and Other Applications. Over the forecast period, the Neurodegenerative diseases segment is expected to develop at the fastest rate in 2021. The capacity of A.I. to develop treatments for difficult disorders and market players' concentration on delivering AI-based platforms for neurological diseases are responsible for the segment's rapid rise.

logoReport Scope

Report Attribute

Details

Market Size in 2021

USD 549.10 Million

Projected Market Size in 2028

USD 5124.55 Million

CAGR Growth Rate

45.10% CAGR

Base Year

2021

Forecast Years

2022-2028

Key Market Players

Atomwise Inc. (U.S.), BenevolentAI (U.K.), NuMedii (U.S.), BERG LLC (U.S.), Cloud Pharmaceuticals (U.S.), Microsoft (U.S.), Insilico Medicine (U.S.), Cyclica (Canada), NVIDIA Corporation (U.S.), Google (U.S.), Exscientia (U.K.), Schrödinger (U.S.), Deep Genomics (Canada), IBM (U.S.), and Others

Key Segment

By Offering, Technology, Application, End User, and Region

Major Regions Covered

North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa

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logoRecent Developments

  • In March 2021 - Iktos (France) and Pfizer (U.S.) collaborated to deploy Iktos' AI-driven de novo design software to Pfizer's selected small-molecule programs.
  • In October 2020, Genesis Therapeutics (U.S.) and Genentech (U.S.) entered into a multi-target drug development agreement in which Genesis will use their graph machine learning skills to uncover therapeutic candidates for various illnesses.

logoRegional Landscape

The rising concentration of top pharmaceutical businesses is likely to help North America dominate the global market

North America is expected to dominate Artificial Intelligence (AI) in Drug Discovery Market in 2021. The United States has been at the forefront of A.I. technology since its inception. Major US technology businesses have all worked with prestigious institutions to speed up pharmaceutical research, design, and repurposing. They are utilizing A.I. to investigate disorders and draw pertinent conclusions that can enhance disease management. Leading start-up companies and a handful of well-known A.I. technology providers are based in North America. Other market factors include the region's strong concentration of top pharmaceutical businesses like Abbott Laboratories (U.S.), Pfizer (U.S.), and Johnson & Johnson (U.S.), as well as the region's well-established pharmaceutical sector, high emphasis on R&D, and significant R&D investments.

Over the forecast period, Asia Pacific regional market is expected to grow significantly in AI for Drug Discovery market in 2021because the region is investing an increasing amount in research and development activities. Developing countries in the Asia-Pacific region are adopting A.I. as a tool to understand illnesses better and speed the development of new medications. Lantern Pharma has worked with the A.I. company Intuition Systems, based in India to develop biomarkers and new medications. The goal of Niramai and Sigtuple, two comparable AI companies, is to enhance healthcare by speeding up the development of new drugs and better identifying target proteins and biomarkers.

logoCompetitive Landscape

Key players within the global Artificial Intelligence (AI) for Drug Discovery market include 

  • Atomwise Inc. (U.S.) 
  • BenevolentAI (U.K.) 
  • NuMedii (U.S.) 
  • BERG LLC (U.S.) 
  • Cloud Pharmaceuticals (U.S.) 
  • Microsoft (U.S.) 
  • Insilico Medicine (U.S.) 
  • Cyclica (Canada) 
  • NVIDIA Corporation (U.S.) 
  • Google (U.S.) 
  • Exscientia (U.K.) 
  • Schrödinger (U.S.) 
  • Deep Genomics (Canada) 
  • IBM (U.S.) 
  • BIOAGE (U.S.) 
  • twoXAR (U.S.) 
  • Owkin Inc. (U.S.) 
  • XtalPi (U.S.) 
  • Valo Health (U.S.) 
  • Envisagenics (U.S.) 
  • Verge Genomics (U.S.) 
  • Biovista (U.S.) 
  • Standigm (South Korea) 
  • Evaxion Biotech (Denmark) 
  • Iktos (France) 
  • BenchSci (Canada)

Global AI for Drug Discovery market is segmented as follows:

logoBy Offering

  • Software
  • Services

logoBy Technology

  • Machine Learning
  • Deep Learning
  • Supervised Learning
  • Reinforcement Learning
  • Unsupervised Learning
  • Other Machine Learning Technologies
  • Other Technologies

logoBy Application

  • Immuno-oncology
  • Neurodegenerative Diseases
  • Cardiovascular Diseases
  • Metabolic Diseases
  • Other Applications

logoBy End User

  • Pharmaceutical & Biotechnology Companies
  • Contract Research Organizations
  • Research Centres and Academic & Government Institutes

logoBy Region

  • North America
    • The U.S.
    • Canada
    • Mexico
  • Europe
    • France
    • The UK
    • Spain
    • Germany
    • Italy
    • Nordic Countries
      • Denmark
      • Sweden
      • Norway
    • Benelux Union
      • Belgium
      • The Netherlands
      • Luxembourg
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
    • Southeast Asia
      • Indonesia
      • Thailand
      • Malaysia
      • Singapore
      • Rest of Southeast Asia
    • Rest of Asia Pacific
  • The Middle East & Africa
    • Saudi Arabia
    • UAE
    • Egypt
    • South Africa
    • Rest of the Middle East & Africa
  • Latin America
    • Brazil
    • Argentina
    • Rest of Latin America

Table of Content

  1. Chapter 1. Preface
    1. 1.1 Report Description and Scope
  2. 1.2 Research scope
  3. 1.3 Research methodology
    1. 1.3.1 Market Research Type
    2. 1.3.2 Market research methodology
  4. Chapter 2. Executive Summary
    1. 2.1 Global AI for Drug Discovery Market, (2022 - 2028) (USD Million)
  5. 2.2 Global AI for Drug Discovery Market : snapshot
  6. Chapter 3. Global AI for Drug Discovery Market - Industry Analysis
    1. 3.1 AI for Drug Discovery Market: Market Dynamics
  7. 3.2 Market Drivers
    1. 3.2.1 Rising number of cross-industry collaborations and partnerships
    2. 3.2.2 A reduction in total time involved in the drug discovery process
  8. 3.3 Market Restraints
  9. 3.4 Market Opportunities
  10. 3.5 Market Challenges
  11. 3.6 Porter’s Five Forces Analysis
  12. 3.7 Market Attractiveness Analysis
    1. 3.7.1 Market attractiveness analysis By Offering
    2. 3.7.2 Market attractiveness analysis By Technology
    3. 3.7.3 Market attractiveness analysis By Application
    4. 3.7.4 Market attractiveness analysis By End User
  13. Chapter 4. Global AI for Drug Discovery Market- Competitive Landscape
    1. 4.1 Company market share analysis
    2. 4.1.1 Global AI for Drug Discovery Market: company market share, 2021
  14. 4.2 Strategic development
    1. 4.2.1 Acquisitions & mergers
    2. 4.2.2 New Product launches
    3. 4.2.3 Agreements, partnerships, cullaborations, and joint ventures
    4. 4.2.4 Research and development and Regional expansion
  15. 4.3 Price trend analysis
  16. Chapter 5. Global AI for Drug Discovery Market - Offering Analysis
    1. 5.1 Global AI for Drug Discovery Market overview: By Offering
    2. 5.1.1 Global AI for Drug Discovery Market share, By Offering, 2021 and 2028
  17. 5.2 Software
    1. 5.2.1 Global AI for Drug Discovery Market by Software, 2022 - 2028 (USD Million)
  18. 5.3 Services
    1. 5.3.1 Global AI for Drug Discovery Market by Services, 2022 - 2028 (USD Million)
  19. Chapter 6. Global AI for Drug Discovery Market - Technology Analysis
    1. 6.1 Global AI for Drug Discovery Market overview: By Technology
    2. 6.1.1 Global AI for Drug Discovery Market share, By Technology, 2021 and 2028
  20. 6.2 Machine Learning
    1. 6.2.1 Global AI for Drug Discovery Market by Machine Learning, 2022 - 2028 (USD Million)
  21. 6.3 Deep Learning
    1. 6.3.1 Global AI for Drug Discovery Market by Deep Learning, 2022 - 2028 (USD Million)
  22. 6.4 Supervised Learning
    1. 6.4.1 Global AI for Drug Discovery Market by Supervised Learning, 2022 - 2028 (USD Million)
  23. 6.5 Reinforcement Learning
    1. 6.5.1 Global AI for Drug Discovery Market by Reinforcement Learning, 2022 - 2028 (USD Million)
  24. 6.6 Unsupervised Learning
    1. 6.6.1 Global AI for Drug Discovery Market by Unsupervised Learning, 2022 - 2028 (USD Million)
  25. 6.7 Other Machine Learning Technologies
    1. 6.7.1 Global AI for Drug Discovery Market by Other Machine Learning Technologies, 2022 - 2028 (USD Million)
  26. 6.8 Other Technologies
    1. 6.8.1 Global AI for Drug Discovery Market by Other Technologies, 2022 - 2028 (USD Million)
  27. Chapter 7. Global AI for Drug Discovery Market - Application Analysis
    1. 7.1 Global AI for Drug Discovery Market overview: By Application
    2. 7.1.1 Global AI for Drug Discovery Market share, By Application, 2021 and 2028
  28. 7.2 Immuno-oncology
    1. 7.2.1 Global AI for Drug Discovery Market by Immuno-oncology, 2022 - 2028 (USD Million)
  29. 7.3 Neurodegenerative diseases
    1. 7.3.1 Global AI for Drug Discovery Market by Neurodegenerative diseases, 2022 - 2028 (USD Million)
  30. 7.4 Cardiovascular diseases
    1. 7.4.1 Global AI for Drug Discovery Market by Cardiovascular diseases, 2022 - 2028 (USD Million)
  31. 7.5 Metabolic diseases
    1. 7.5.1 Global AI for Drug Discovery Market by Metabolic diseases, 2022 - 2028 (USD Million)
  32. 7.6 Other Applications
    1. 7.6.1 Global AI for Drug Discovery Market by Other Applications, 2022 - 2028 (USD Million)
  33. Chapter 8. Global AI for Drug Discovery Market - End User Analysis
    1. 8.1 Global AI for Drug Discovery Market overview: By End User
    2. 8.1.1 Global AI for Drug Discovery Market share, By End User, 2021 and 2028
  34. 8.2 Pharmaceutical & biotechnology companies
    1. 8.2.1 Global AI for Drug Discovery Market by Pharmaceutical & biotechnology companies, 2022 - 2028 (USD Million)
  35. 8.3 Contract Research Organizations
    1. 8.3.1 Global AI for Drug Discovery Market by Contract Research Organizations, 2022 - 2028 (USD Million)
  36. 8.4 Research Centres and Academic & Government institutes
    1. 8.4.1 Global AI for Drug Discovery Market by Research Centres and Academic & Government institutes, 2022 - 2028 (USD Million)
  37. Chapter 9. AI for Drug Discovery Market - Regional Analysis
    1. 9.1 Global AI for Drug Discovery Market Regional Overview
  38. 9.2 Global AI for Drug Discovery Market Share, by Region, 2021 & 2028 (USD Million)
    1. 9.3. North America
    2. 9.3.1 North America AI for Drug Discovery Market, 2022 - 2028 (USD Million)
      1. 9.3.1.1 North America AI for Drug Discovery Market, by Country, 2022 - 2028 (USD Million)
  39. 9.4 North America AI for Drug Discovery Market, by Offering, 2022 - 2028
    1. 9.4.1 North America AI for Drug Discovery Market, by Offering, 2022 - 2028 (USD Million)
  40. 9.5 North America AI for Drug Discovery Market, by Technology, 2022 - 2028
    1. 9.5.1 North America AI for Drug Discovery Market, by Technology, 2022 - 2028 (USD Million)
  41. 9.6 North America AI for Drug Discovery Market, by Application, 2022 - 2028
    1. 9.6.1 North America AI for Drug Discovery Market, by Application, 2022 - 2028 (USD Million)
  42. 9.7 North America AI for Drug Discovery Market, by End User, 2022 - 2028
    1. 9.7.1 North America AI for Drug Discovery Market, by End User, 2022 - 2028 (USD Million)
    2. 9.8. Europe
    3. 9.8.1 Europe AI for Drug Discovery Market, 2022 - 2028 (USD Million)
      1. 9.8.1.1 Europe AI for Drug Discovery Market, by Country, 2022 - 2028 (USD Million)
  43. 9.9 Europe AI for Drug Discovery Market, by Offering, 2022 - 2028
    1. 9.9.1 Europe AI for Drug Discovery Market, by Offering, 2022 - 2028 (USD Million)
  44. 9.10 Europe AI for Drug Discovery Market, by Technology, 2022 - 2028
    1. 9.10.1 Europe AI for Drug Discovery Market, by Technology, 2022 - 2028 (USD Million)
  45. 9.11 Europe AI for Drug Discovery Market, by Application, 2022 - 2028
    1. 9.11.1 Europe AI for Drug Discovery Market, by Application, 2022 - 2028 (USD Million)
  46. 9.12 Europe AI for Drug Discovery Market, by End User, 2022 - 2028
    1. 9.12.1 Europe AI for Drug Discovery Market, by End User, 2022 - 2028 (USD Million)
    2. 9.13. Asia Pacific
    3. 9.13.1 Asia Pacific AI for Drug Discovery Market, 2022 - 2028 (USD Million)
      1. 9.13.1.1 Asia Pacific AI for Drug Discovery Market, by Country, 2022 - 2028 (USD Million)
  47. 9.14 Asia Pacific AI for Drug Discovery Market, by Offering, 2022 - 2028
    1. 9.14.1 Asia Pacific AI for Drug Discovery Market, by Offering, 2022 - 2028 (USD Million)
  48. 9.15 Asia Pacific AI for Drug Discovery Market, by Technology, 2022 - 2028
    1. 9.15.1 Asia Pacific AI for Drug Discovery Market, by Technology, 2022 - 2028 (USD Million)
  49. 9.16 Asia Pacific AI for Drug Discovery Market, by Application, 2022 - 2028
    1. 9.16.1 Asia Pacific AI for Drug Discovery Market, by Application, 2022 - 2028 (USD Million)
  50. 9.17 Asia Pacific AI for Drug Discovery Market, by End User, 2022 - 2028
    1. 9.17.1 Asia Pacific AI for Drug Discovery Market, by End User, 2022 - 2028 (USD Million)
    2. 9.18. Latin America
    3. 9.18.1 Latin America AI for Drug Discovery Market, 2022 - 2028 (USD Million)
      1. 9.18.1.1 Latin America AI for Drug Discovery Market, by Country, 2022 - 2028 (USD Million)
  51. 9.19 Latin America AI for Drug Discovery Market, by Offering, 2022 - 2028
    1. 9.19.1 Latin America AI for Drug Discovery Market, by Offering, 2022 - 2028 (USD Million)
  52. 9.20 Latin America AI for Drug Discovery Market, by Technology, 2022 - 2028
    1. 9.20.1 Latin America AI for Drug Discovery Market, by Technology, 2022 - 2028 (USD Million)
  53. 9.21 Latin America AI for Drug Discovery Market, by Application, 2022 - 2028
    1. 9.21.1 Latin America AI for Drug Discovery Market, by Application, 2022 - 2028 (USD Million)
  54. 9.22 Latin America AI for Drug Discovery Market, by End User, 2022 - 2028
    1. 9.22.1 Latin America AI for Drug Discovery Market, by End User, 2022 - 2028 (USD Million)
    2. 9.23. The Middle-East and Africa
    3. 9.23.1 The Middle-East and Africa AI for Drug Discovery Market, 2022 - 2028 (USD Million)
      1. 9.23.1.1 The Middle-East and Africa AI for Drug Discovery Market, by Country, 2022 - 2028 (USD Million)
  55. 9.24 The Middle-East and Africa AI for Drug Discovery Market, by Offering, 2022 - 2028
    1. 9.24.1 The Middle-East and Africa AI for Drug Discovery Market, by Offering, 2022 - 2028 (USD Million)
  56. 9.25 The Middle-East and Africa AI for Drug Discovery Market, by Technology, 2022 - 2028
    1. 9.25.1 The Middle-East and Africa AI for Drug Discovery Market, by Technology, 2022 - 2028 (USD Million)
  57. 9.26 The Middle-East and Africa AI for Drug Discovery Market, by Application, 2022 - 2028
    1. 9.26.1 The Middle-East and Africa AI for Drug Discovery Market, by Application, 2022 - 2028 (USD Million)
  58. 9.27 The Middle-East and Africa AI for Drug Discovery Market, by End User, 2022 - 2028
    1. 9.27.1 The Middle-East and Africa AI for Drug Discovery Market, by End User, 2022 - 2028 (USD Million)
  59. Chapter 10. Company Profiles
    1. 10.1 Atomwise Inc. (U.S.)
    2. 10.1.1 Overview
    3. 10.1.2 Financials
    4. 10.1.3 Product Portfolio
    5. 10.1.4 Business Strategy
    6. 10.1.5 Recent Developments
  60. 10.2 BenevolentAI (U.K.)
    1. 10.2.1 Overview
    2. 10.2.2 Financials
    3. 10.2.3 Product Portfolio
    4. 10.2.4 Business Strategy
    5. 10.2.5 Recent Developments
  61. 10.3 NuMedii (U.S.)
    1. 10.3.1 Overview
    2. 10.3.2 Financials
    3. 10.3.3 Product Portfolio
    4. 10.3.4 Business Strategy
    5. 10.3.5 Recent Developments
  62. 10.4 BERG LLC (U.S.)
    1. 10.4.1 Overview
    2. 10.4.2 Financials
    3. 10.4.3 Product Portfolio
    4. 10.4.4 Business Strategy
    5. 10.4.5 Recent Developments
  63. 10.5 Cloud Pharmaceuticals (U.S.)
    1. 10.5.1 Overview
    2. 10.5.2 Financials
    3. 10.5.3 Product Portfolio
    4. 10.5.4 Business Strategy
    5. 10.5.5 Recent Developments
  64. 10.6 Microsoft (U.S.)
    1. 10.6.1 Overview
    2. 10.6.2 Financials
    3. 10.6.3 Product Portfolio
    4. 10.6.4 Business Strategy
    5. 10.6.5 Recent Developments
  65. 10.7 Insilico Medicine (U.S.)
    1. 10.7.1 Overview
    2. 10.7.2 Financials
    3. 10.7.3 Product Portfolio
    4. 10.7.4 Business Strategy
    5. 10.7.5 Recent Developments
  66. 10.8 Cyclica (Canada)
    1. 10.8.1 Overview
    2. 10.8.2 Financials
    3. 10.8.3 Product Portfolio
    4. 10.8.4 Business Strategy
    5. 10.8.5 Recent Developments
  67. 10.9 NVIDIA Corporation (U.S.)
    1. 10.9.1 Overview
    2. 10.9.2 Financials
    3. 10.9.3 Product Portfolio
    4. 10.9.4 Business Strategy
    5. 10.9.5 Recent Developments
  68. 10.10 Google (U.S.)
    1. 10.10.1 Overview
    2. 10.10.2 Financials
    3. 10.10.3 Product Portfolio
    4. 10.10.4 Business Strategy
    5. 10.10.5 Recent Developments
  69. 10.11 Exscientia (U.K.)
    1. 10.11.1 Overview
    2. 10.11.2 Financials
    3. 10.11.3 Product Portfolio
    4. 10.11.4 Business Strategy
    5. 10.11.5 Recent Developments
  70. 10.12 Schrödinger (U.S.)
    1. 10.12.1 Overview
    2. 10.12.2 Financials
    3. 10.12.3 Product Portfolio
    4. 10.12.4 Business Strategy
    5. 10.12.5 Recent Developments
  71. 10.13 Deep Genomics (Canada)
    1. 10.13.1 Overview
    2. 10.13.2 Financials
    3. 10.13.3 Product Portfolio
    4. 10.13.4 Business Strategy
    5. 10.13.5 Recent Developments
  72. 10.14 IBM (U.S.)
    1. 10.14.1 Overview
    2. 10.14.2 Financials
    3. 10.14.3 Product Portfolio
    4. 10.14.4 Business Strategy
    5. 10.14.5 Recent Developments
  73. 10.15 BIOAGE (U.S.)
    1. 10.15.1 Overview
    2. 10.15.2 Financials
    3. 10.15.3 Product Portfolio
    4. 10.15.4 Business Strategy
    5. 10.15.5 Recent Developments
  74. 10.16 twoXAR (U.S.)
    1. 10.16.1 Overview
    2. 10.16.2 Financials
    3. 10.16.3 Product Portfolio
    4. 10.16.4 Business Strategy
    5. 10.16.5 Recent Developments
  75. 10.17 Owkin Inc. (U.S.)
    1. 10.17.1 Overview
    2. 10.17.2 Financials
    3. 10.17.3 Product Portfolio
    4. 10.17.4 Business Strategy
    5. 10.17.5 Recent Developments
  76. 10.18 XtalPi (U.S.)
    1. 10.18.1 Overview
    2. 10.18.2 Financials
    3. 10.18.3 Product Portfolio
    4. 10.18.4 Business Strategy
    5. 10.18.5 Recent Developments
  77. 10.19 Valo Health (U.S.)
    1. 10.19.1 Overview
    2. 10.19.2 Financials
    3. 10.19.3 Product Portfolio
    4. 10.19.4 Business Strategy
    5. 10.19.5 Recent Developments
  78. 10.20 Envisagenics (U.S.)
    1. 10.20.1 Overview
    2. 10.20.2 Financials
    3. 10.20.3 Product Portfolio
    4. 10.20.4 Business Strategy
    5. 10.20.5 Recent Developments
  79. 10.21 Verge Genomics (U.S.)
    1. 10.21.1 Overview
    2. 10.21.2 Financials
    3. 10.21.3 Product Portfolio
    4. 10.21.4 Business Strategy
    5. 10.21.5 Recent Developments
  80. 10.22 Biovista (U.S.)
    1. 10.22.1 Overview
    2. 10.22.2 Financials
    3. 10.22.3 Product Portfolio
    4. 10.22.4 Business Strategy
    5. 10.22.5 Recent Developments
  81. 10.23 Standigm (South Korea)
    1. 10.23.1 Overview
    2. 10.23.2 Financials
    3. 10.23.3 Product Portfolio
    4. 10.23.4 Business Strategy
    5. 10.23.5 Recent Developments
  82. 10.24 Evaxion Biotech (Denmark)
    1. 10.24.1 Overview
    2. 10.24.2 Financials
    3. 10.24.3 Product Portfolio
    4. 10.24.4 Business Strategy
    5. 10.24.5 Recent Developments
  83. 10.25 Iktos (France)
    1. 10.25.1 Overview
    2. 10.25.2 Financials
    3. 10.25.3 Product Portfolio
    4. 10.25.4 Business Strategy
    5. 10.25.5 Recent Developments
  84. 10.26 BenchSci (Canada)
    1. 10.26.1 Overview
    2. 10.26.2 Financials
    3. 10.26.3 Product Portfolio
    4. 10.26.4 Business Strategy
    5. 10.26.5 Recent Developments

    List of Figures

    1. Market research Type 
    2. Market research methodology 
    3. Global AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    4. Porter’s Five Forces Analysis 
    5. Global AI for Drug Discovery Market attractiveness, By Offering 
    6. Global AI for Drug Discovery Market attractiveness, By Technology 
    7. Global AI for Drug Discovery Market attractiveness, By Application 
    8. Global AI for Drug Discovery Market attractiveness, By End User 
    9. Global AI for Drug Discovery Market share by Offering, 2022 and 2028 (USD Million) 
    10. Global AI for Drug Discovery Market by Software, 2022 - 2028 (USD Million) 
    11. Global AI for Drug Discovery Market by Services, 2022 - 2028 (USD Million) 
    12. Global AI for Drug Discovery Market share by Technology, 2022 and 2028 (USD Million) 
    13. Global AI for Drug Discovery Market by Machine Learning, 2022 - 2028 (USD Million) 
    14. Global AI for Drug Discovery Market by Deep Learning, 2022 - 2028 (USD Million) 
    15. Global AI for Drug Discovery Market by Supervised Learning, 2022 - 2028 (USD Million) 
    16. Global AI for Drug Discovery Market by Reinforcement Learning, 2022 - 2028 (USD Million) 
    17. Global AI for Drug Discovery Market by Unsupervised Learning, 2022 - 2028 (USD Million) 
    18. Global AI for Drug Discovery Market by Other Machine Learning Technologies, 2022 - 2028 (USD Million) 
    19. Global AI for Drug Discovery Market by Other Technologies, 2022 - 2028 (USD Million) 
    20. Global AI for Drug Discovery Market share by Application, 2022 and 2028 (USD Million) 
    21. Global AI for Drug Discovery Market by Immuno-oncology, 2022 - 2028 (USD Million) 
    22. Global AI for Drug Discovery Market by Neurodegenerative diseases, 2022 - 2028 (USD Million) 
    23. Global AI for Drug Discovery Market by Cardiovascular diseases, 2022 - 2028 (USD Million) 
    24. Global AI for Drug Discovery Market by Metabolic diseases, 2022 - 2028 (USD Million) 
    25. Global AI for Drug Discovery Market by Other Applications, 2022 - 2028 (USD Million) 
    26. Global AI for Drug Discovery Market share by End User, 2022 and 2028 (USD Million) 
    27. Global AI for Drug Discovery Market by Pharmaceutical & biotechnology companies, 2022 - 2028 (USD Million) 
    28. Global AI for Drug Discovery Market by Contract Research Organizations, 2022 - 2028 (USD Million) 
    29. Global AI for Drug Discovery Market by Research Centres and Academic & Government institutes, 2022 - 2028 (USD Million) 
    30. Global AI for Drug Discovery Market share, by Region, 2022 and 2028 
    31. North America AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    32. Europe AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    33. Asia Pacific AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    34. Latin America AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    35. The Middle-East and Africa AI for Drug Discovery Market, 2022 - 2028 (USD Million) 
    

    List of Tables

    1. Global AI for Drug Discovery Market: Snapshot 
    2. Drivers of the AI for Drug Discovery Market: impact analysis 
    3. North America AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    4. North America AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    5. North America AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    6. North America AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    7. U.S. AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    8. U.S. AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    9. U.S. AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    10. U.S. AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    11. Canada AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    12. Canada AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    13. Canada AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    14. Canada AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    15. Europe AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    16. Europe AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    17. Europe AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    18. Europe AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    19. Germany AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    20. Germany AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    21. Germany AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    22. Germany AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    23. France AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    24. France AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    25. France AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    26. France AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    27. U.K. AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    28. U.K. AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    29. U.K. AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    30. U.K. AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    31. Italy AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    32. Italy AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    33. Italy AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    34. Italy AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    35. Spain AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    36. Spain AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    37. Spain AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    38. Spain AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    39. Rest of Europe AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    40. Rest of Europe AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    41. Rest of Europe AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    42. Rest of Europe AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    43. Asia Pacific AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    44. Asia Pacific AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    45. Asia Pacific AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    46. Asia Pacific AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    47. China AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    48. China AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    49. China AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    50. China AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    51. Japan AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    52. Japan AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    53. Japan AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    54. Japan AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    55. India AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    56. India AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    57. India AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    58. India AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    59. South Korea AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    60. South Korea AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    61. South Korea AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    62. South Korea AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    63. South-East Asia AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    64. South-East Asia AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    65. South-East Asia AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    66. South-East Asia AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    67. Rest of Asia Pacific AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    68. Rest of Asia Pacific AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    69. Rest of Asia Pacific AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    70. Rest of Asia Pacific AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    71. Latin America AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    72. Latin America AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    73. Latin America AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    74. Latin America AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    75. Brazil AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    76. Brazil AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    77. Brazil AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    78. Brazil AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    79. Mexico AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    80. Mexico AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    81. Mexico AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    82. Mexico AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    83. Rest of Latin America AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    84. Rest of Latin America AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    85. Rest of Latin America AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    86. Rest of Latin America AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    87. The Middle-East and Africa AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    88. The Middle-East and Africa AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    89. The Middle-East and Africa AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    90. The Middle-East and Africa AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    91. GCC Countries AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    92. GCC Countries AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    93. GCC Countries AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    94. GCC Countries AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    95. South Africa AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    96. South Africa AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    97. South Africa AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    98. South Africa AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    99. Rest of Middle-East Africa AI for Drug Discovery Market revenue, By Offering, 2022 - 2028 (USD Million) 
    100. Rest of Middle-East Africa AI for Drug Discovery Market revenue, By Technology, 2022 - 2028 (USD Million) 
    101. Rest of Middle-East Africa AI for Drug Discovery Market revenue, By Application, 2022 - 2028 (USD Million) 
    102. Rest of Middle-East Africa AI for Drug Discovery Market revenue, By End User, 2022 - 2028 (USD Million) 
    

Industry Major Market Players

  • Atomwise Inc. (U.S.) 
  • BenevolentAI (U.K.) 
  • NuMedii (U.S.) 
  • BERG LLC (U.S.) 
  • Cloud Pharmaceuticals (U.S.) 
  • Microsoft (U.S.) 
  • Insilico Medicine (U.S.) 
  • Cyclica (Canada) 
  • NVIDIA Corporation (U.S.) 
  • Google (U.S.) 
  • Exscientia (U.K.) 
  • Schrödinger (U.S.) 
  • Deep Genomics (Canada) 
  • IBM (U.S.) 
  • BIOAGE (U.S.) 
  • twoXAR (U.S.) 
  • Owkin Inc. (U.S.) 
  • XtalPi (U.S.) 
  • Valo Health (U.S.) 
  • Envisagenics (U.S.) 
  • Verge Genomics (U.S.) 
  • Biovista (U.S.) 
  • Standigm (South Korea) 
  • Evaxion Biotech (Denmark) 
  • Iktos (France) 
  • BenchSci (Canada)