Artificial Intelligence ( AI ) in Drug Discovery Market by Offering (Software, Service), Technology (Machine Learning, Deep Learning), Application (Cardiovascular, Metabolic, Neurodegenerative), End User (Pharma, Biotech,CROs) - Global Forecasts ( 2022 -

Artificial Intelligence ( AI ) in Drug Discovery Market by Offering (Software, Service), Technology (Machine Learning, Deep Learning), Application (Cardiovascular, Metabolic, Neurodegenerative), End User (Pharma, Biotech,CROs) - Global Forecasts ( 2022 - 2027 )

The Artificial intelligence/AI in drug discovery Market is projected to reach USD 4.0 billion by 2027 from USD 0.6 billion in 2022, at a CAGR of 45.7% during the forecast period. The growth of this market is primarily driven by factors such as the need to control drug discovery & development costs and reduce the overall time taken in this process, the rising adoption of cloud-based applications and services. On the other hand, the inadequate availability of skilled labor is key factor restraining the market growt at certain extent over the forecast period. .

“Services segment is estimated to hold the major share in 2022 and also expected to grow at the highest over the forecast period”

On the basis of offering, the AI in drug discovery market is bifurcated into software and services. the services segment expected to account for the largest market share of the global AI in drug discovery services market in 2022, and expected to grow fastest CAGR during the forecast period. The advantages and benefits associated with these services and the strong demand for AI services among end users are the key factors for thegrowth of this segment.

“Machine learning technology segment accounted for the largest share of the global AI in drug discovery market”

On the basis of technology, the AI in drug discovery market is segmented into machine learning and other technologies. The machine learning segment accounted for the largest share of the global market in 2021 and expected to grow at the highest CAGR during the forecast period. High adoption of machine learning technology among CRO, pharmaceutical and biotechnology companies and capability of these technologies to extract insights from data sets, which helps accelerate the drug discovery process are some of the factors supporting the market growth of this segment.

“Pharmaceutical & biotechnology companies segment expectd to hold the largest share of the market in 2022”

On the basis of end user, the AI in drug discovery market is divided into pharmaceutical & biotechnology companies, CROs, and research centers and academic & government institutes. In 2021, the pharmaceutical & biotechnology companies segment accounted for the largest share of the AI in drug discovery market. On the other hand, research centers and academic & government institutes are expected to witness the highest CAGR during the forecast period. The strong demand for AI-based tools in making the entire drug discovery process more time and cost-efficient is the key growth factor of pharmaceutical and biotechnology end-user segment.

“North America to dominate the AI in drug discovery market in 2021”

The global AI in the drug discovery market is segmented into four major regions, namely, North America, Europe, APAC, and the Rest of the World. In 2021, North America accounted for the largest and the fastest-growing regional market for AI in drug discovery. North America, which comprises the US, Canada, and Mexico, forms the largest market for AI in drug discovery. These countries have been early adopters of AI technology in drug discovery and development. Presence of key established players, well-established pharmaceutical and biotechnology industry, and high focus on R&D & substantial investment are some of the major factors responsible for the large share and high growth rate of this market.

Breakdown of supply-side primary interviews, by company type, designation, and region:

By Company Type: Tier 1 (31%), Tier 2 (28%), and Tier 3 (41%)

By Designation: C-level (31%), Director-level (25%), and Others (44%)

By Region: North America (45%), Europe (20%), Asia Pacific (28%), and RoW (7%)

Prominent players in this market are NVIDIA Corporation (US), Microsoft Corporation (US), Google (US), Exscientia (UK), Schrödinger (US), Atomwise, Inc. (US), BenevolentAI (UK), NuMedii (US), BERG LLC (US), Cloud Pharmaceuticals (US), Insilico Medicine (US), Cyclica (Canada), Deep Genomics (Canada), IBM (US), BIOAGE (US), Valo Health (US), Envisagenics (US), twoXAR (US), Owkin, Inc. (US), XtalPi (US), Verge Genomics (US), Biovista (US), Evaxion Biotech (Denmark), Iktos (France), Standigm (South Korea), and BenchSci (Canada). Players adopted organic as well as inorganic growth strategies such as product upgrades, collaborations, agreements, partnerships, and acquisitions to increase their offerings, cater to the unmet needs of customers, increase their profitability, and expand their presence in the global market.

Research Coverage

The report studies the AI in drug discovery market based on offering, technology, application, end user, and region

The report analyzes factors (such as drivers, restraints, opportunities, and challenges) affecting the market growth

The report evaluates the opportunities and challenges in the market for stakeholders and provides details of the competitive landscape for market leaders

The report studies micro-markets with respect to their growth trends, prospects, and contributions to the total AI in drug discovery market

The report forecasts the revenue of market segments with respect to five major regions

Key Benefits of Buying the Report:

The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market and the sub-segments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the AI in drug discovery market and provides them information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
      • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET: INCLUSIONS & EXCLUSIONS
    • MARKET SCOPE
      • MARKETS COVERED
      • YEARS CONSIDERED FOR THE STUDY
    • CURRENCY
    • LIMITATIONS
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
    • SECONDARY SOURCES
      • KEY DATA FROM SECONDARY SOURCES
    • PRIMARY DATA
      • PRIMARY SOURCES
      • BREAKDOWN OF PRIMARY INTERVIEWS
    • MARKET SIZE ESTIMATION
      • Table FACTOR ANALYSIS
    • MARKET BREAKDOWN AND DATA TRIANGULATION
      • Table MARKET SIZING ASSUMPTIONS
    • OVERALL STUDY ASSUMPTIONS
    • LIMITATIONS
    • RISK ASSESSMENT
      • Table RISK ASSESSMENT: AI IN DRUG DISCOVERY MARKET
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET OVERVIEW
    • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING (2021–2027)
    • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY TYPE & REGION (2021)
    • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET: GEOGRAPHIC GROWTH OPPORTUNITIES
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • MARKET DRIVERS
        • Table INDICATIVE LIST OF COLLABORATIONS AND PARTNERSHIPS (2019-2021)
        • Table INDICATIVE LIST OF DRUGS LOSING PATENTS IN 2022
      • MARKET RESTRAINTS
      • MARKET OPPORTUNITIES
      • MARKET CHALLENGES
    • VALUE CHAIN ANALYSIS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table AI IN DRUG DISCOVERY MARKET: PORTER'S FIVE FORCES ANALYSIS
    • ECOSYSTEM
    • TECHNOLOGY ANALYSIS
    • PRICING ANALYSIS
    • BUSINESS MODELS
    • REGULATIONS
    • CONFERENCES AND WEBINARS
    • CASE STUDY ANALYSIS
      • CASE STUDY 1
      • CASE STUDY 2
  • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
    • SOFTWARE
      • BENEFITS OFFERED BY SOFTWARE IN DRUG DISCOVERY & STRONG DEMAND AMONG END USERS ARE DRIVING SEGMENT GROWTH
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SOFTWARE, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SOFTWARE, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SOFTWARE, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SOFTWARE, BY COUNTRY, 2020–2027 (USD MILLION)
    • SERVICES
      • SERVICES SEGMENT TO WITNESS THE HIGHEST GROWTH DURING THE FORECAST PERIOD
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SERVICES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SERVICES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SERVICES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SERVICES, BY COUNTRY, 2020–2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
    • MACHINE LEARNING
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY TYPE, 2020–2027 (USD MILLION)
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY REGION, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR MACHINE LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • DEEP LEARNING
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR DEEP LEARNING, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR DEEP LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR DEEP LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR DEEP LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • SUPERVISED LEARNING
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SUPERVISED LEARNING, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR SUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • REINFORCEMENT LEARNING
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR REINFORCEMENT LEARNING, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR REINFORCEMENT LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR REINFORCEMENT LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR REINFORCEMENT LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • UNSUPERVISED LEARNING
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR UNSUPERVISED LEARNING, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR UNSUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR UNSUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR UNSUPERVISED LEARNING, BY COUNTRY, 2020–2027 (USD MILLION)
      • OTHER MACHINE LEARNING TECHNOLOGIES
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER MACHINE LEARNING TECHNOLOGIES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER MACHINE LEARNING TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER MACHINE LEARNING TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER MACHINE LEARNING TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
    • OTHER TECHNOLOGIES
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER TECHNOLOGIES, BY REGION, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER TECHNOLOGIES, BY COUNTRY, 2020–2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
    • IMMUNO-ONCOLOGY
      • HIGH PREVALENCE OF CANCER AND SHORTAGE OF EFFECTIVE CANCER DRUGS TO DRIVE SEGMENT GROWTH
        • Table INDICATIVE LIST OF INITIATIVES IN IMMUNO-ONCOLOGY DRUG DEVELOPMENT
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR IMMUNO-ONCOLOGY, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR IMMUNOONCOLOGY, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR IMMUNOONCOLOGY, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR IMMUNOONCOLOGY, BY COUNTRY, 2020–2027 (USD MILLION)
    • NEURODEGENERATIVE DISEASES
      • AI IS BEING USED TO RESOLVE EXISTING CHALLENGES IN NEUROLOGICAL DISEASE DRUG DEVELOPMENT
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR NEURODEGENERATIVE DISEASES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR NEURODEGENERATIVE DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR NEURODEGENERATIVE DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR NEURODEGENERATIVE DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
    • CARDIOVASCULAR DISEASES
      • RISING DEMAND FOR CVD DRUGS IS DRIVING SEGMENT GROWTH
        • Table INDICATIVE LIST OF DEVELOPMENTS IN CARDIOVASCULAR DRUG DEVELOPMENT
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CARDIOVASCULAR DISEASES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CARDIOVASCULAR DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CARDIOVASCULAR DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CARDIOVASCULAR DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
    • METABOLIC DISEASES
      • ROLE OF AI IN UNCOVERING SMALL-MOLECULE THERAPIES IS DRIVING ITS ADOPTION IN THIS SEGMENT
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR METABOLIC DISEASES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR METABOLIC DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR METABOLIC DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR METABOLIC DISEASES, BY COUNTRY, 2020–2027 (USD MILLION)
    • OTHER APPLICATIONS
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER APPLICATIONS, BY REGION, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
    • PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES
      • RISING DEMAND FOR SOLUTIONS TO CUT TIME AND COSTS OF DRUG DEVELOPMENT HAS DRAWN END-USER ATTENTION TO AI
        • Table INDICATIVE LIST OF DEVELOPMENTS RELATED TO THE USE OF AI IN THE PHARMACEUTICAL & BIOTECHNOLOGY INDUSTRY
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY COUNTRY, 2020–2027 (USD MILLION)
    • CONTRACT RESEARCH ORGANIZATIONS
      • GROWING TREND OF OUTSOURCING TO PROVIDE SIGNIFICANT OPPORTUNITIES FOR CONTRACT RESEARCH ORGANIZATIONS
        • Table INDICATIVE LIST OF COLLABORATIONS WITH CROS
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CONTRACT RESEARCH ORGANIZATIONS, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CONTRACT RESEARCH ORGANIZATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CONTRACT RESEARCH ORGANIZATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR CONTRACT RESEARCH ORGANIZATIONS, BY COUNTRY, 2020–2027 (USD MILLION)
    • RESEARCH CENTERS AND ACADEMIC & GOVERNMENT INSTITUTES
      • THIS SEGMENT IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
        • Table INDICATIVE LIST OF RESEARCH COLLABORATIONS
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR RESEARCH CENTERS AND ACADEMIC & GOVERNMENT INSTITUTES, BY REGION, 2020–2027 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR RESEARCH CENTERS AND ACADEMIC & GOVERNMENT INSTITUTES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR RESEARCH CENTERS AND ACADEMIC & GOVERNMENT INSTITUTES, BY COUNTRY, 2020–2027 (USD MILLION)
        • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR RESEARCH CENTERS AND ACADEMIC & GOVERNMENT INSTITUTES, BY COUNTRY, 2020–2027 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY REGION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY REGION, 2020–2027 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
      • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • US
        • Table INDICATIVE LIST OF STRATEGIC DEVELOPMENTS IN THE US MARKET
        • Table US: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • CANADA
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • MEXICO
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
    • EUROPE
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
      • Table EUROPE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • UK
        • Table INDICATIVE LIST OF STRATEGIC DEVELOPMENTS IN THE UK
        • Table UK: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • GERMANY
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • FRANCE
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • ITALY
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • REST OF EUROPE
        • Table ROE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table ROE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table ROE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table ROE: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
    • ASIA PACIFIC
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY COUNTRY, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
      • Table APAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • JAPAN
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • CHINA
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • INDIA
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table ROAPAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
        • Table ROAPAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
        • Table ROAPAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
        • Table ROAPAC: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
    • REST OF THE WORLD
      • Table ROW: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY OFFERING, 2020–2027 (USD MILLION)
      • Table ROW: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2020–2027 (USD MILLION)
      • Table ROW: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY APPLICATION, 2020–2027 (USD MILLION)
      • Table ROW: ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET, BY END USER, 2020–2027 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN THE AI IN DRUG DISCOVERY MARKET
    • MARKET RANKING ANALYSIS
      • Table AI IN DRUG DISCOVERY MARKET RANKING ANALYSIS, BY KEY PLAYER, 2021
    • COMPETITIVE BENCHMARKING
      • Table AI IN DRUG DISCOVERY MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
      • Table AI IN DRUG DISCOVERY MARKET: APPLICATION FOOTPRINT OF KEY PLAYERS
      • Table AI IN DRUG DISCOVERY MARKET: REGIONAL FOOTPRINT OF KEY PLAYERS
    • COMPETITIVE LEADERSHIP MAPPING
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • COMPETITIVE LEADERSHIP MAPPING – START-UPS/SMES
      • PROGRESSIVE COMPANIES
      • STARTING BLOCKS
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
    • COMPETITIVE SITUATIONS AND TRENDS
      • Table PRODUCT LAUNCHES
      • Table DEALS
  • COMPANY PROFILES
    • KEY PLAYERS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: DEALS
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
        • Table NVIDIA: EXPANSIONS
        • Table NVIDIA: DEALS
      • EXSCIENTIA
        • Table EXSCIENTIA: BUSINESS OVERVIEW
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
      • BENEVOLENTAI
        • Table BENEVOLENTAI: BUSINESS OVERVIEW
      • NUMEDII, INC.
        • Table NUMEDII: BUSINESS OVERVIEW
      • BERG, LLC
        • Table BERG, LLC: BUSINESS OVERVIEW
      • ATOMWISE
        • Table ATOMWISE: BUSINESS OVERVIEW
      • DEEP GENOMICS
        • Table DEEP GENOMICS: BUSINESS OVERVIEW
      • INSILICO MEDICINE
        • Table INSILICO MEDICINE: BUSINESS OVERVIEW
      • SCHRÖDINGER, INC.
        • Table SCHRÖDINGER: BUSINESS OVERVIEW
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: DEALS
        • Table IBM: OTHER DEVELOPMENTS
    • OTHER PLAYERS
      • CYCLICA INC.
      • CLOUD PHARMACEUTICALS
      • BIOAGE
      • ENVISAGENICS
      • TWOXAR, INC. (ARIA PHARMACEUTICALS)
      • OWKIN, INC.
      • XTALPI, INC.
      • VERGE GENOMICS
      • IKTOS
      • EVAXION BIOTECH
      • STANDIGM
      • VALO HEALTH
      • BIOVISTA
      • BENCHSCI
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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