Artificial Intelligence in Drug Discovery Market, By Disease Type, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

Description

REPORT HIGHLIGHT

Artificial Intelligence in Drug Discovery Market size was valued at USD 1,590.43 Million in 2023, expanding at a CAGR of 29.90% from 2024 to 2032.

Artificial Intelligence (AI) in drug discovery is the application of machine learning (ML), deep learning, and other AI techniques to accelerate and improve the process of discovering new drugs. Traditionally, drug discovery is a lengthy, costly, and labor-intensive process that can take more than a decade to bring a new drug to market. AI seeks to enhance various stages of this process by providing faster insights, automating tasks, and reducing costs.

Artificial Intelligence in Drug Discovery Market- Market Dynamics

Growing need for faster drug delivery and advancement in big data, machine learning is expected to propel market demand

The COVID-19 pandemic highlighted the urgent need for faster drug development. AI's ability to quickly sift through vast datasets, predict molecule interactions, and identify potential drug candidates is a major driver. Pharmaceutical companies are under pressure to accelerate time-to-market for new therapies, especially for urgent health crises or unmet medical needs, making AI an attractive solution. Traditional drug discovery is extremely costly, with estimates that bringing a new drug to market can cost over $2.6 billion and take 10-15 years. AI offers the potential to significantly reduce these costs by streamlining processes such as target identification, lead discovery, and clinical trials. By automating tasks and reducing experimental failures, AI can lower the financial burden on pharmaceutical companies. These benefits are expected to bolster the market demand.

The healthcare and pharmaceutical industries generate massive amounts of data from genomics, proteomics, clinical trials, and real-world evidence (e.g., electronic health records). AI thrives on large datasets, enabling predictive analytics and identifying hidden patterns. The growing availability of high-quality healthcare data, including biological and chemical information, fuels AI's effectiveness in drug discovery. Rapid progress in AI techniques such as deep learning, reinforcement learning, and natural language processing (NLP) has improved the accuracy and efficiency of AI models used in drug discovery.

Artificial Intelligence in Drug Discovery Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 29.90% over the forecast period (2024-2032)

Based on Disease Type segmentation, the oncology segment was predicted to show maximum market share in the year 2023, owing to high demand from therapeutic patients requiring predictive measures.

Based on Application segmentation, drug optimization & repurposing segment was the leading Application segment in 2023, due to the rapid R&D activities.

Based on End User segmentation, research institutes segment was the leading End User segment in 2023, due to increasing investment by pharma companies in R&D.

On the basis of region, North America was the leading revenue generator in 2023, due to the advancement in AI technologies.

Artificial Intelligence in Drug Discovery Market- Segmentation Analysis:

The Global Artificial Intelligence in Drug Discovery Market is segmented on the basis of Disease Type, Application, End User, and Region.

The market is divided into five categories based on Disease Type: oncology, cardiovascular diseases, infectious diseases, metabolic diseases, and others. The oncology segment dominates the market. The increasing prevalence of cancer and effective treatment available is boosting market growth.

The market is divided into three categories based on Application: drug optimization & repurposing, preclinical testing, and others. The drug optimization & repurposing segment dominates the market. The preclinical testing segment is expected to grow at significant rate over the forecast period.

The market is divided into four categories based on End User: research institutes, clinical laboratories, and others. The research institutes segment dominates the market and is expected to maintain its high dominance during the forecast period. The rising number of investments by pharma companies in drug discoveries is spurring market demand.

Artificial Intelligence in Drug Discovery Market- Geographical Insights

Geographically, this market is widespread in the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. North America is currently the largest market for AI in drug discovery, primarily driven by the growing United States market. North America has a strong R&D infrastructure with leading academic institutions and research organizations, along with significant funding for AI and drug discovery projects. Europe is the second-largest market for AI in drug discovery. The region is witnessing rapid adoption due to robust healthcare infrastructure and active collaboration between pharmaceutical companies and AI firms.

Artificial Intelligence in Drug Discovery Market- Competitive Landscape:

The Artificial Intelligence (AI) in the Drug Discovery market is highly competitive and dynamic, with numerous companies ranging from established pharmaceutical giants to AI-driven startups actively investing in AI technologies. Companies are competing by developing unique AI models that offer superior prediction accuracy, efficiency in molecule design, and integration capabilities with existing pharma R&D systems. Companies are extending AI applications beyond drug discovery into clinical trials, using AI to optimize patient recruitment, predict outcomes, and reduce trial duration and costs.

In 2023, Roche and Exscientia have formed a collaboration to leverage AI in the identification of novel drug targets.

In 2022, Sanofi invested over $100 million in a partnership with AI firm Owkin to leverage its AI platform for oncology research.

In 2023, Insilico Medicine received USD 255 million in funding to scale up its AI drug discovery platform.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET KEY PLAYERS

Insilico Medicine
Atomwise
Exscientia
BenevolentAI
Schrodinger
XtalPi
Recursion Pharmaceuticals
Cyclica
Valo Health
IBM Watson Health
Deep Genomics
Bayer AG
Roche
Pfizer
Sanofi
AstraZeneca
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY DISEASE TYPE- MARKET ANALYSIS, 2019-2032

Oncology
Cardiovascular diseases
Infectious diseases
Metabolic diseases
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION- MARKET ANALYSIS, 2019-2032

Drug optimization & repurposing
Preclinical testing
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER- MARKET ANALYSIS, 2019-2032

Research Institutes
Clinical Laboratories
Others

GLOBAL ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY REGION- MARKET ANALYSIS, 2019-2032

North America
The U.S.
Canada
Europe
Germany
France
Italy
Spain
United Kingdom
Russia
Netherlands
Sweden
Poland
Rest of Europe
Asia Pacific
India
China
South Korea
Japan
Australia
Thailand
Indonesia
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
United Arab Emirates
Israel
Turkey
Algeria
Egypt
Rest of MEA

Product Code: ANV3937

1. Artificial Intelligence in Drug Discovery Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Artificial Intelligence in Drug Discovery Market Snippet by Disease Type
- 2.1.2. Artificial Intelligence in Drug Discovery Market Snippet by Application
- 2.1.3. Artificial Intelligence in Drug Discovery Market Snippet by End User
- 2.1.4. Artificial Intelligence in Drug Discovery Market Snippet by Country
- 2.1.5. Artificial Intelligence in Drug Discovery Market Snippet by Region
2.2. Competitive Insights

3. Artificial Intelligence in Drug Discovery Key Market Trends

3.1. Artificial Intelligence in Drug Discovery Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Artificial Intelligence in Drug Discovery Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Artificial Intelligence in Drug Discovery Market Opportunities
3.4. Artificial Intelligence in Drug Discovery Market Future Trends

4. Artificial Intelligence in Drug Discovery Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Artificial Intelligence in Drug Discovery Market: COVID-19 Impact Analysis

5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
- 5.2.1. Top Performing Segments
- 5.2.2. Marginal Growth Segments
- 5.2.3. Top Looser Segments
- 5.2.4. Marginal Loss Segments

6. Artificial Intelligence in Drug Discovery Market Landscape

6.1. Artificial Intelligence in Drug Discovery Market Share Analysis, 2023
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Artificial Intelligence in Drug Discovery Market - By Disease Type

7.1. Overview
- 7.1.1. Segment Share Analysis, By Disease Type, 2024 & 2032 (%)
- 7.1.2. Oncology
- 7.1.3. Cardiovascular diseases
- 7.1.4. Infectious diseases
- 7.1.5. Metabolic diseases
- 7.1.6. Others

8. Artificial Intelligence in Drug Discovery Market - By Application

8.1. Overview
- 8.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 8.1.2. Drug optimization & repurposing
- 8.1.3. Preclinical testing
- 8.1.4. Others

9. Artificial Intelligence in Drug Discovery Market - By End User

9.1. Overview
- 9.1.1. Segment Share Analysis, By End User, 2024 & 2032 (%)
- 9.1.2. Research Institutes
- 9.1.3. Clinical Laboratories
- 9.1.4. Others

10. Artificial Intelligence in Drug Discovery Market- By Geography

10.1. Introduction
- 10.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
10.2. North America
- 10.2.1. Overview
- 10.2.2. Artificial Intelligence in Drug Discovery Key Manufacturers in North America
- 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.2.4. North America Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
- 10.2.5. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.2.6. North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.2.7. U.S.
  - 10.2.7.1. Overview
  - 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.7.3. U.S. Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.2.7.4. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.2.7.5. U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.2.8. Canada
  - 10.2.8.1. Overview
  - 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.8.3. Canada Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.2.8.4. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.2.8.5. Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.3. Europe
- 10.3.1. Overview
- 10.3.2. Artificial Intelligence in Drug Discovery Key Manufacturers in Europe
- 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.3.4. Europe Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
- 10.3.5. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.6. Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.7. Germany
  - 10.3.7.1. Overview
  - 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.7.3. Germany Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.7.4. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.7.5. Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.8. Italy
  - 10.3.8.1. Overview
  - 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.8.3. Italy Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.8.4. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.8.5. Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.9. United Kingdom
  - 10.3.9.1. Overview
  - 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.9.3. United Kingdom Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.9.4. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.9.5. United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.10. France
  - 10.3.10.1. Overview
  - 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.10.3. France Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.10.4. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.10.5. France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.11. Russia
  - 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.11.2. Russia Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.11.3. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.11.4. Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.12. Netherlands
  - 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.12.2. Netherlands Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.12.3. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.12.4. Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.13. Sweden
  - 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.13.2. Sweden Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.13.3. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.13.4. Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.14. Poland
  - 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.14.2. Poland Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.14.3. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.14.4. Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.15. Rest of Europe
  - 10.3.15.1. Overview
  - 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.15.3. Rest of the Europe Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.3.15.4. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.15.5. Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.4. Asia Pacific (APAC)
- 10.4.1. Overview
- 10.4.2. Artificial Intelligence in Drug Discovery Key Manufacturers in Asia Pacific
- 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.4.4. Asia Pacific Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
- 10.4.5. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.6. Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.7. India
  - 10.4.7.1. Overview
  - 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.7.3. India Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.7.4. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.7.5. India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.8. China
  - 10.4.8.1. Overview
  - 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.8.3. China Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.8.4. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.8.5. China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.9. Japan
  - 10.4.9.1. Overview
  - 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.9.3. Japan Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.9.4. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.9.5. Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.10. South Korea
  - 10.4.10.1. Overview
  - 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.10.3. South Korea Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.10.4. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.10.5. South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.11. Australia
  - 10.4.11.1. Overview
  - 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.11.3. Australia Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.11.4. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.11.5. Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.12. Thailand
  - 10.4.12.1. Overview
  - 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.12.3. Thailand Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.12.4. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.12.5. Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.13. Indonesia
  - 10.4.13.1. Overview
  - 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.13.3. Indonesia Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.13.4. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.13.5. Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.14. Philippines
  - 10.4.14.1. Overview
  - 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.14.3. Philippines Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.14.4. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.14.5. Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.15. Rest of APAC
  - 10.4.15.1. Overview
  - 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.15.3. Rest of APAC Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.4.15.4. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.15.5. Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.5. Latin America
- 10.5.1. Overview
- 10.5.2. Artificial Intelligence in Drug Discovery Key Manufacturers in Latin America
- 10.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.5.4. Latin America Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
- 10.5.5. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.6. Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.7. Brazil
  - 10.5.7.1. Overview
  - 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.7.3. Brazil Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.5.7.4. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.7.5. Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.8. Mexico
  - 10.5.8.1. Overview
  - 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.8.3. Mexico Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.5.8.4. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.8.5. Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.9. Argentina
  - 10.5.9.1. Overview
  - 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.9.3. Argentina Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.5.9.4. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.9.5. Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.10. Colombia
  - 10.5.10.1. Overview
  - 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.10.3. Colombia Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.5.10.4. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.10.5. Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.11. Rest of LATAM
  - 10.5.11.1. Overview
  - 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.11.3. Rest of LATAM Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.6. Middle East and Africa
- 10.6.1. Overview
- 10.6.2. Artificial Intelligence in Drug Discovery Key Manufacturers in Middle East and Africa
- 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.6.4. Middle East and Africa Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
- 10.6.5. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.6. Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.7. Saudi Arabia
  - 10.6.7.1. Overview
  - 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.7.3. Saudi Arabia Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.8. United Arab Emirates
  - 10.6.8.1. Overview
  - 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.8.3. United Arab Emirates Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.8.4. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.8.5. United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.9. Israel
  - 10.6.9.1. Overview
  - 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.9.3. Israel Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.9.4. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.9.5. Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.10. Turkey
  - 10.6.10.1. Overview
  - 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.10.3. Turkey Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.10.4. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.10.5. Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.11. Algeria
  - 10.6.11.1. Overview
  - 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.11.3. Algeria Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.11.4. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.11.5. Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.12. Egypt
  - 10.6.12.1. Overview
  - 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.12.3. Egypt Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.12.4. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.12.5. Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.13. Rest of MEA
  - 10.6.13.1. Overview
  - 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.13.3. Rest of MEA Market Size and Forecast, By Disease Type, 2019 - 2032 (US$ Million)
  - 10.6.13.4. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.13.5. Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

11. Key Vendor Analysis- Artificial Intelligence in Drug Discovery Industry

11.1. Competitive Dashboard
11.2. Company Profiles
- 11.2.1. Insilico Medicine
- 11.2.2. Atomwise
- 11.2.3. Exscientia
- 11.2.4. BenevolentAI
- 11.2.5. Schrodinger
- 11.2.6. XtalPi
- 11.2.7. Recursion Pharmaceuticals
- 11.2.8. Cyclica
- 11.2.9. Valo Health
- 11.2.10. IBM Watson Health
- 11.2.11. Deep Genomics
- 11.2.12. Bayer AG
- 11.2.13. Roche
- 11.2.14. Pfizer
- 11.2.15. Sanofi
- 11.2.16. AstraZeneca
- 11.2.17. Others

12. 360 Degree Analyst View

13. Appendix

13.1. Research Methodology
13.2. References
13.3. Abbreviations
13.4. Disclaimer
13.5. Contact Us