Biosimulation Market Outlook (2022 to 2032)

The Global Biosimulation Market was valued at around US$ 2.6 billion in 2021, with a projected CAGR of 21.5% for the next ten years the market is likely to reach a valuation of US$ 20.9 Billion by the end of 2032. The need for developing new drugs to compact the developing diseases will drive the demand for biosimulation.

Report Attributes Details
Estimated Market Value (2022E) US$ 3.1 Billion
Forecasted Market Value (2032F) US$ 20.9 Billion
Global Market Growth Rate (2022 to 2032) 21.5% CAGR
United States Growth Rate (2022 to 2032) ~21.6% CAGR
Key Companies Covered
  • Certara
  • Dassault Systemes
  • Advanced Chemistry Development
  • Simulation Plus Inc
  • Schrodinger, Inc.
  • Chemical Computing Group
  • Physiomics Plc
  • Rosa & Co. LLC
  • BioSimulation Consulting Inc.
  • Genedata AG
  • Instem Group of Companies
  • PPD, Inc.
  • Insilico Biotechnology AG
  • Rhenovia Pharma
  • LeadInvent Technologies
  • Nuventra Pharma
  • In Silico Biosciences

Future Market Insight’s analysis reveals that most of the revenue is generated from biosimulation software. On the other hand, drug development in deployment mode will be the most lucrative with a CAGR of 22.8% during the forecast period.

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Sale Analysis of Biosimulation from 2015 to 2021 Vs Market Outlook For 2022 to 2032

The global market for Biosimulation registered a CAGR of 15.8% from 2015 to 2021. The market growth is projected to surge due to technological advancement in software for biosimulation. In 2021, the global market size of biosimulation was valued at US$ 2.6 Billion and is estimated to increase to a valuation of US$ 3.1 Billion in 2022.

Biosimulation is the use of computer-aided mathematical models to simulate biological processes. Biosimulation has various applications like developing new drugs and discovering new drugs. The drug discovery and development process is expensive, and the failure of a therapeutic molecule in the late stages of drug development results in a massive waste of time, money, and other resources. As a result, a predictive tool is required to aid in predicting the future results of drug development through simulation of the biological processes involved.

Biosimulation helps to simulate the effect of drugs on the body with the help of simulation. Pharmaceutical manufacturers are using biosimulation throughout the drug development process to identify the positive and negative effects of their drug can have on the people if the drug is used.

The global biosimulation market has predicted to surge ahead at a CAGR of 21.5% and record sales worth US$ 20.9 Billion by the end of 2032. US will continue to be the largest procurer of biosimulation throughout the analysis period accounting for over US$ 7.5 Billion absolute dollar opportunity in the coming 10-year epoch.

How will the Reduction in Operating Costs of Pharmaceutical Companies through Biosimulation Stimulate Market Growth?

Rising global healthcare spending will increase spending on developing drugs, which will drive revenue for biosimulation. Many drugs for mimic diseases are developed using biosimulation. Computers operating sickness simulations with the aid of biosimulation software can be used to conduct virtual clinical trials for new pharmaceutical treatments. Developing a new drug requires significant research and studies. Every stage of drug development from clinical trials to the approval of the drug has a serious chance of failure. Biosimulation lowers these odds by predicting these failures in the development process. Also, it lowers the cost of pharmaceutical companies by lowering the number of clinical trials.

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What factors are Restraining the Biosimulation Market?

Biosimulation uses mathematical equations to depict a real-life process that occurs within the human body. Researchers may simulate a wide range of scenarios and examine the behavior of a human system in diverse settings since it can duplicate human biological elements and their interactions with medications when they are put into the system.

In order to obtain a better result, skilled expertise is required to perform the biosimulation software. The demand for skilled expertise is high in research laboratories and companies. In addition, this process is very complex and highly technical as they involve various laboratory documentation systems. In order to overcome this issue, researchers must receive proper training and assistance. These factors make biosimulation development time-consuming, thus limiting its adoption among researchers.

Regional-wise Insights

How is the demand for Biosimulation shaping up in North America?

North America holds the largest market for biosimulation. The rising chronic disease among the population in the region and regulations implemented by the governments for patient safety and treatment standards is driving the demand for biosimulation in the region. In silico modeling is being used to boost the standard of patient care and safety. This is particularly true for the implementation of regulatory laws that have high standards for the safety and care of patients.

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Country-wise Insights

The USA Biosimulation Market Analysis

The encouraging government policies in the USA and the rising healthcare expenditure due to the dominance of chronic diseases are key factors that are rising drug development and discovery in the USA. The market for biosimulation in the USA has projected to reach a valuation of US$ 8.7 Billion in 2032.

China Biosimulation Market Analysis

The government policies for developing quality pharmaceutical drugs and the Chinese government‘s commitment to develop and increase innovation in its healthcare system are driving the market for biosimulation in China. Chinese government’s plan to be a global leader in drug development is attracting drug development and pharmaceutical companies to China for the development of new drugs, which will further increase the demand for the biosimulation market over the years. The market for biosimulation in China is forecasted to reach a valuation of US$ 1.7 Billion by 2032.

the United Kingdom Biosimulation Market Analysis

The market in the United Kingdom is projected to reach a valuation of US$ 880 million by 2032. The market is expected to grow at a CAGR of 20.6% from 2022 to 2032 to gross an absolute dollar opportunity of US$ 336 million.

Japan Biosimulation Market Analysis

The market for biosimulation in Japan is expected to reach US$ 1.2 Billion by 2032. Growing at a CAGR of 25.1% during the forecast period, the market is likely to garner an absolute dollar opportunity of US$ 1.1 Billion.

Category-wise Insights

How is Biosimulation revenue through CROs going to perform over the forecast years?

The market through the CROs segment is anticipated to grow at the fastest rate during the forecast period. The growing tendency of firms to cut total spending is expected to drive segment growth. Other factors like increased efficiency and the ability to focus on core areas for company development will also drive the use of biosimulation in CROs.

Competitive Landscape

The key companies operating in the biosimulation market include Certara, Dassault Systemes, Advanced Chemistry Development, Simulation Plus Inc., Schrodinger, Inc., Chemical Computing Group, Physiomics Plc, Rosa & Co. LLC, BioSimulation Consulting Inc., Genedata AG, Instem Group of Companies, PPD, Inc., Insilico Biotechnology AG, Rhenovia Pharma, LeadInvent Technologies, Nuventra Pharma, and In Silico Biosciences.

Some of the recent developments by key providers of biosimulation are as follows:

  • In June 2022, Certara announced its new version of Biosimulation software for the progress of Novel Biologics. The new version includes Immunogenicity (IG), Immuno-Oncology (IO), and Vaccine simulators to understand and predict how drugs work and point out the key questions in the development of novel biologic therapies.
  • In June 2022, Genedata AG announced that Syros Pharmaceuticals has chosen Genedata AG’s Genedata Profiler as its data integration and investigative platform to accelerate its translational research strategy.
  • In March 2022, Advanced Chemistry labs announced that Pharmaron Inc. has chosen its NMR processing and interpretation software.
  • In March 2022, Simulation Plus, Inc. released its Membrane Plus 3.0 software. The new software includes improved data handling and simulation performance for in vitro-in vivo extrapolation (IVIVE) for permeability, skin penetration, and release assay systems.
  • In February 2022, the US Food and Drug Administration (FDA) approved the license for Certara’s Immunogenicity (IG) stimulator to research and assess immunogenicity in protein-based remedies.
  • In February 2022, Physiomics Plc updated a new agreement with ValiRx plc. According to the new agreement, ValiRx will be able to use Physiomics Plc’s latest version of its Virtual Tumour technology. Physiomics Plc will also help ValiRx in modeling the use of VAL201 peptide in endometriosis (VAL301) and Coronavirus (BC201).
  • In December 2021, Certara announced the release of Pinnacle 21 enterprise 5.1.0, which advances the software for making Clinical trial data for biosimulation and regulatory submission.
  • In September 2021, Instem Group of Companies acquired PDS Life Sciences (PDS). This acquisition will help Instem Group of Companies increase their research and development process and enable them to quickly develop and deliver solutions to their clients.
  • In March 2021, Instem Group of Companies acquired d-wise a clinical trial and technology and consulting company. Through this acquisition, Instem Group of Companies plans to bring their products faster to the market. The consolidation will also accelerate their research and development process in Insilico modeling and prediction solutions.

Similarly, the team at Future Market Insights has tracked recent developments related to companies offering Biosimulation, which is available in the full report.

Key Segments Covered in Biosimulation Industry Survey

Biosimulation Market by Product Type:

  • Services
    • In-house services
    • Contract services
  • Software

Biosimulation Market by Deployment Mode:

  • Drug Development
  • Drug Discovery
  • Other Applications

Biosimulation Market by End-use:

  • Pharmaceutical &Biotechnology Companies
  • CROs
  • Regulatory Authorities
  • Academic Research Institutions

Biosimulation Market by Region:

  • North America
  • Latin America
  • Europe
  • Asia Pacific
  • Middle East and Africa

Frequently Asked Questions

How much is the global Biosimulation market currently worth?

The global biosimulation market was valued at US$ 2.6 billion in 2021.

What is the Biosimulation Market Forecast through 2032?

The biosimulation industry is set to witness a high growth rate of 21.5% over the forecasted period and be valued at US$ 20.9 billion by 2032.

At what rate did demand Biosimulation increase over the past 7years?

The Biosimulation Market expanded at a CAGR of 15.8% from 2015 through 2021.

Who are the key players shaping the Biosimulation industry?

Certara, Dassault Systemes, Advanced Chemistry Development, Simulation Plus Inc, and Schrodinger, Inc. are the key providers of biosimulation.

Which are the top 5 countries driving the highest sales of Biosimulation?

The USA, United Kingdom, China Japan, and South Korea are expected to drive the most sales growth of Biosimulation.

What is the USA market share for Biosimulation over the forecasted period?

The market in the USA has forecasted to account for over 40% of the global market share in 2032.

Table of Content

1. Executive Summary | Biosimulation Market

    1.1. Global Market Outlook

    1.2. Demand-side Trends

    1.3. Supply-side Trends

    1.4. Technology Roadmap Analysis

    1.5. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Market Background

    3.1. Market Dynamics

        3.1.1. Drivers

        3.1.2. Restraints

        3.1.3. Opportunity

        3.1.4. Trends

    3.2. Scenario Forecast

        3.2.1. Demand in Optimistic Scenario

        3.2.2. Demand in Likely Scenario

        3.2.3. Demand in Conservative Scenario

    3.3. Investment Feasibility Matrix

    3.4. Regulatory Landscape

        3.4.1. By Key Regions

        3.4.2. By Key Countries

4. Global Market Analysis 2015 to 2021 and Forecast, 2022 to 2032

    4.1. Historical Market Size Value (US$ million) Analysis, 2015 to 2021

    4.2. Current and Future Market Size Value (US$ million) Projections, 2022 to 2032

        4.2.1. Y-o-Y Growth Trend Analysis

        4.2.2. Absolute $ Opportunity Analysis

5. Global Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Product Type

    5.1. Introduction / Key Findings

    5.2. Historical Market Size Value (US$ million) Analysis By Product Type, 2015 to 2021

    5.3. Current and Future Market Size Value (US$ million) Analysis and Forecast By Product Type, 2022 to 2032

        5.3.1. Software

        5.3.2. Services

            5.3.2.1. In-house Services

            5.3.2.2. Contract Services

    5.4. Y-o-Y Growth Trend Analysis By Product Type, 2015 to 2021

    5.5. Absolute $ Opportunity Analysis By Product Type, 2022 to 2032

6. Global Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Deployment Mode

    6.1. Introduction / Key Findings

    6.2. Historical Market Size Value (US$ million) Analysis By Deployment Mode, 2015 to 2021

    6.3. Current and Future Market Size Value (US$ million) Analysis and Forecast By Deployment Mode, 2022 to 2032

        6.3.1. Drug Development

        6.3.2. Drug Discovery

        6.3.3. Other Applications

    6.4. Y-o-Y Growth Trend Analysis By Deployment Mode, 2015 to 2021

    6.5. Absolute $ Opportunity Analysis By Deployment Mode, 2022 to 2032

7. Global Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By End Use

    7.1. Introduction / Key Findings

    7.2. Historical Market Size Value (US$ million) Analysis By End Use, 2015 to 2021

    7.3. Current and Future Market Size Value (US$ million) Analysis and Forecast By End Use, 2022 to 2032

        7.3.1. Pharmaceutical & Biotechnology Companies

        7.3.2. CROs

        7.3.3. Regulatory Authorities

        7.3.4. Academic Research Institutions

    7.4. Y-o-Y Growth Trend Analysis By End Use, 2015 to 2021

    7.5. Absolute $ Opportunity Analysis By End Use, 2022 to 2032

8. Global Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Region

    8.1. Introduction

    8.2. Historical Market Size Value (US$ million) Analysis By Region, 2015 to 2021

    8.3. Current Market Size Value (US$ million) Analysis and Forecast By Region, 2022 to 2032

        8.3.1. North America

        8.3.2. Latin America

        8.3.3. Europe

        8.3.4. East Asia

        8.3.5. South Asia

        8.3.6. Oceania

        8.3.7. Middle East and Africa (MEA)

    8.4. Market Attractiveness Analysis By Region

9. North America Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    9.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    9.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        9.2.1. By Country

            9.2.1.1. The USA

            9.2.1.2. Canada

        9.2.2. By Product Type

        9.2.3. By Deployment Mode

        9.2.4. By End Use

    9.3. Market Attractiveness Analysis

        9.3.1. By Country

        9.3.2. By Product Type

        9.3.3. By Deployment Mode

        9.3.4. By End Use

    9.4. Key Takeaways

10. Latin America Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    10.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    10.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        10.2.1. By Country

            10.2.1.1. Brazil

            10.2.1.2. Mexico

            10.2.1.3. Argentina

            10.2.1.4. Rest of Latin America

        10.2.2. By Product Type

        10.2.3. By Deployment Mode

        10.2.4. By End Use

    10.3. Market Attractiveness Analysis

        10.3.1. By Country

        10.3.2. By Product Type

        10.3.3. By Deployment Mode

        10.3.4. By End Use

    10.4. Key Takeaways

11. Europe Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    11.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    11.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        11.2.1. By Country

            11.2.1.1. Germany

            11.2.1.2. Italy

            11.2.1.3. France

            11.2.1.4. The United Kingdom

            11.2.1.5. Spain

            11.2.1.6. Russia

            11.2.1.7. BENELUX

            11.2.1.8. Rest of Europe

        11.2.2. By Product Type

        11.2.3. By Deployment Mode

        11.2.4. By End Use

    11.3. Market Attractiveness Analysis

        11.3.1. By Country

        11.3.2. By Product Type

        11.3.3. By Deployment Mode

        11.3.4. By End Use

    11.4. Key Takeaways

12. East Asia Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    12.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    12.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        12.2.1. By Country

            12.2.1.1. China

            12.2.1.2. Japan

            12.2.1.3. South Korea

        12.2.2. By Product Type

        12.2.3. By Deployment Mode

        12.2.4. By End Use

    12.3. Market Attractiveness Analysis

        12.3.1. By Country

        12.3.2. By Product Type

        12.3.3. By Deployment Mode

        12.3.4. By End Use

    12.4. Key Takeaways

13. South Asia Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    13.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    13.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        13.2.1. By Country

            13.2.1.1. India

            13.2.1.2. Thailand

            13.2.1.3. Malaysia

            13.2.1.4. Indonesia

            13.2.1.5. Rest of South Asia

        13.2.2. By Product Type

        13.2.3. By Deployment Mode

        13.2.4. By End Use

    13.3. Market Attractiveness Analysis

        13.3.1. By Country

        13.3.2. By Product Type

        13.3.3. By Deployment Mode

        13.3.4. By End Use

    13.4. Key Takeaways

14. Oceania Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    14.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    14.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        14.2.1. By Country

            14.2.1.1. Australia

            14.2.1.2. New Zealand

        14.2.2. By Product Type

        14.2.3. By Deployment Mode

        14.2.4. By End Use

    14.3. Market Attractiveness Analysis

        14.3.1. By Country

        14.3.2. By Product Type

        14.3.3. By Deployment Mode

        14.3.4. By End Use

    14.4. Key Takeaways

15. MEA Market Analysis 2015 to 2021 and Forecast 2022 to 2032, By Country

    15.1. Historical Market Size Value (US$ million) Trend Analysis By Market Taxonomy, 2015 to 2021

    15.2. Market Size Value (US$ million) Forecast By Market Taxonomy, 2022 to 2032

        15.2.1. By Country

            15.2.1.1. GCC

            15.2.1.2. Rest of MEA

        15.2.2. By Product Type

        15.2.3. By Deployment Mode

        15.2.4. By End Use

    15.3. Market Attractiveness Analysis

        15.3.1. By Country

        15.3.2. By Product Type

        15.3.3. By Deployment Mode

        15.3.4. By End Use

    15.4. Key Takeaways

16. Key Countries Market Analysis

    16.1. The USA

        16.1.1. Pricing Analysis

        16.1.2. Market Share Analysis, 2021

            16.1.2.1. By Product Type

            16.1.2.2. By Deployment Mode

            16.1.2.3. By End Use

    16.2. Canada

        16.2.1. Pricing Analysis

        16.2.2. Market Share Analysis, 2021

            16.2.2.1. By Product Type

            16.2.2.2. By Deployment Mode

            16.2.2.3. By End Use

    16.3. Brazil

        16.3.1. Pricing Analysis

        16.3.2. Market Share Analysis, 2021

            16.3.2.1. By Product Type

            16.3.2.2. By Deployment Mode

            16.3.2.3. By End Use

    16.4. Mexico

        16.4.1. Pricing Analysis

        16.4.2. Market Share Analysis, 2021

            16.4.2.1. By Product Type

            16.4.2.2. By Deployment Mode

            16.4.2.3. By End Use

    16.5. Argentina

        16.5.1. Pricing Analysis

        16.5.2. Market Share Analysis, 2021

            16.5.2.1. By Product Type

            16.5.2.2. By Deployment Mode

            16.5.2.3. By End Use

    16.6. Germany

        16.6.1. Pricing Analysis

        16.6.2. Market Share Analysis, 2021

            16.6.2.1. By Product Type

            16.6.2.2. By Deployment Mode

            16.6.2.3. By End Use

    16.7. Italy

        16.7.1. Pricing Analysis

        16.7.2. Market Share Analysis, 2021

            16.7.2.1. By Product Type

            16.7.2.2. By Deployment Mode

            16.7.2.3. By End Use

    16.8. France

        16.8.1. Pricing Analysis

        16.8.2. Market Share Analysis, 2021

            16.8.2.1. By Product Type

            16.8.2.2. By Deployment Mode

            16.8.2.3. By End Use

    16.9. The United Kingdom

        16.9.1. Pricing Analysis

        16.9.2. Market Share Analysis, 2021

            16.9.2.1. By Product Type

            16.9.2.2. By Deployment Mode

            16.9.2.3. By End Use

    16.10. Spain

        16.10.1. Pricing Analysis

        16.10.2. Market Share Analysis, 2021

            16.10.2.1. By Product Type

            16.10.2.2. By Deployment Mode

            16.10.2.3. By End Use

    16.11. Russia

        16.11.1. Pricing Analysis

        16.11.2. Market Share Analysis, 2021

            16.11.2.1. By Product Type

            16.11.2.2. By Deployment Mode

            16.11.2.3. By End Use

    16.12. BENELUX

        16.12.1. Pricing Analysis

        16.12.2. Market Share Analysis, 2021

            16.12.2.1. By Product Type

            16.12.2.2. By Deployment Mode

            16.12.2.3. By End Use

    16.13. China

        16.13.1. Pricing Analysis

        16.13.2. Market Share Analysis, 2021

            16.13.2.1. By Product Type

            16.13.2.2. By Deployment Mode

            16.13.2.3. By End Use

    16.14. Japan

        16.14.1. Pricing Analysis

        16.14.2. Market Share Analysis, 2021

            16.14.2.1. By Product Type

            16.14.2.2. By Deployment Mode

            16.14.2.3. By End Use

    16.15. South Korea

        16.15.1. Pricing Analysis

        16.15.2. Market Share Analysis, 2021

            16.15.2.1. By Product Type

            16.15.2.2. By Deployment Mode

            16.15.2.3. By End Use

    16.16. India

        16.16.1. Pricing Analysis

        16.16.2. Market Share Analysis, 2021

            16.16.2.1. By Product Type

            16.16.2.2. By Deployment Mode

            16.16.2.3. By End Use

    16.17. Thailand

        16.17.1. Pricing Analysis

        16.17.2. Market Share Analysis, 2021

            16.17.2.1. By Product Type

            16.17.2.2. By Deployment Mode

            16.17.2.3. By End Use

    16.18. Malaysia

        16.18.1. Pricing Analysis

        16.18.2. Market Share Analysis, 2021

            16.18.2.1. By Product Type

            16.18.2.2. By Deployment Mode

            16.18.2.3. By End Use

    16.19. Indonesia

        16.19.1. Pricing Analysis

        16.19.2. Market Share Analysis, 2021

            16.19.2.1. By Product Type

            16.19.2.2. By Deployment Mode

            16.19.2.3. By End Use

    16.20. Australia

        16.20.1. Pricing Analysis

        16.20.2. Market Share Analysis, 2021

            16.20.2.1. By Product Type

            16.20.2.2. By Deployment Mode

            16.20.2.3. By End Use

    16.21. New Zealand

        16.21.1. Pricing Analysis

        16.21.2. Market Share Analysis, 2021

            16.21.2.1. By Product Type

            16.21.2.2. By Deployment Mode

            16.21.2.3. By End Use

    16.22. GCC Countries

        16.22.1. Pricing Analysis

        16.22.2. Market Share Analysis, 2021

            16.22.2.1. By Product Type

            16.22.2.2. By Deployment Mode

            16.22.2.3. By End Use

17. Market Structure Analysis

    17.1. Competition Dashboard

    17.2. Competition Benchmarking

    17.3. Market Share Analysis of Top Players

        17.3.1. By Regional

        17.3.2. By Product Type

        17.3.3. By Deployment Mode

        17.3.4. By End Use

18. Competition Analysis

    18.1. Competition Deep Dive

        18.1.1. Certara

            18.1.1.1. Overview

            18.1.1.2. Product Portfolio

            18.1.1.3. Profitability by Market Segments

            18.1.1.4. Sales Footprint

            18.1.1.5. Strategy Overview

                18.1.1.5.1. Marketing Strategy

                18.1.1.5.2. Product Strategy

                18.1.1.5.3. Channel Strategy

        18.1.2. Dassault Systemes

            18.1.2.1. Overview

            18.1.2.2. Product Portfolio

            18.1.2.3. Profitability by Market Segments

            18.1.2.4. Sales Footprint

            18.1.2.5. Strategy Overview

                18.1.2.5.1. Marketing Strategy

                18.1.2.5.2. Product Strategy

                18.1.2.5.3. Channel Strategy

        18.1.3. Advanced Chemistry Development

            18.1.3.1. Overview

            18.1.3.2. Product Portfolio

            18.1.3.3. Profitability by Market Segments

            18.1.3.4. Sales Footprint

            18.1.3.5. Strategy Overview

                18.1.3.5.1. Marketing Strategy

                18.1.3.5.2. Product Strategy

                18.1.3.5.3. Channel Strategy

        18.1.4. Simulation Plus Inc

            18.1.4.1. Overview

            18.1.4.2. Product Portfolio

            18.1.4.3. Profitability by Market Segments

            18.1.4.4. Sales Footprint

            18.1.4.5. Strategy Overview

                18.1.4.5.1. Marketing Strategy

                18.1.4.5.2. Product Strategy

                18.1.4.5.3. Channel Strategy

        18.1.5. Schrodinger, Inc.

            18.1.5.1. Overview

            18.1.5.2. Product Portfolio

            18.1.5.3. Profitability by Market Segments

            18.1.5.4. Sales Footprint

            18.1.5.5. Strategy Overview

                18.1.5.5.1. Marketing Strategy

                18.1.5.5.2. Product Strategy

                18.1.5.5.3. Channel Strategy

        18.1.6. Chemical Computing Group

            18.1.6.1. Overview

            18.1.6.2. Product Portfolio

            18.1.6.3. Profitability by Market Segments

            18.1.6.4. Sales Footprint

            18.1.6.5. Strategy Overview

                18.1.6.5.1. Marketing Strategy

                18.1.6.5.2. Product Strategy

                18.1.6.5.3. Channel Strategy

        18.1.7. Physiomics Plc

            18.1.7.1. Overview

            18.1.7.2. Product Portfolio

            18.1.7.3. Profitability by Market Segments

            18.1.7.4. Sales Footprint

            18.1.7.5. Strategy Overview

                18.1.7.5.1. Marketing Strategy

                18.1.7.5.2. Product Strategy

                18.1.7.5.3. Channel Strategy

        18.1.8. Rosa & Co. LLC

            18.1.8.1. Overview

            18.1.8.2. Product Portfolio

            18.1.8.3. Profitability by Market Segments

            18.1.8.4. Sales Footprint

            18.1.8.5. Strategy Overview

                18.1.8.5.1. Marketing Strategy

                18.1.8.5.2. Product Strategy

                18.1.8.5.3. Channel Strategy

        18.1.9. Consulting Inc.

            18.1.9.1. Overview

            18.1.9.2. Product Portfolio

            18.1.9.3. Profitability by Market Segments

            18.1.9.4. Sales Footprint

            18.1.9.5. Strategy Overview

                18.1.9.5.1. Marketing Strategy

                18.1.9.5.2. Product Strategy

                18.1.9.5.3. Channel Strategy

        18.1.10. Genedata AG

            18.1.10.1. Overview

            18.1.10.2. Product Portfolio

            18.1.10.3. Profitability by Market Segments

            18.1.10.4. Sales Footprint

            18.1.10.5. Strategy Overview

                18.1.10.5.1. Marketing Strategy

                18.1.10.5.2. Product Strategy

                18.1.10.5.3. Channel Strategy

        18.1.11. Instem Group of Companies

            18.1.11.1. Overview

            18.1.11.2. Product Portfolio

            18.1.11.3. Profitability by Market Segments

            18.1.11.4. Sales Footprint

            18.1.11.5. Strategy Overview

                18.1.11.5.1. Marketing Strategy

                18.1.11.5.2. Product Strategy

                18.1.11.5.3. Channel Strategy

        18.1.12. PPD, Inc.

            18.1.12.1. Overview

            18.1.12.2. Product Portfolio

            18.1.12.3. Profitability by Market Segments

            18.1.12.4. Sales Footprint

            18.1.12.5. Strategy Overview

                18.1.12.5.1. Marketing Strategy

                18.1.12.5.2. Product Strategy

                18.1.12.5.3. Channel Strategy

        18.1.13. Insilico Biotechnology AG

            18.1.13.1. Overview

            18.1.13.2. Product Portfolio

            18.1.13.3. Profitability by Market Segments

            18.1.13.4. Sales Footprint

            18.1.13.5. Strategy Overview

                18.1.13.5.1. Marketing Strategy

                18.1.13.5.2. Product Strategy

                18.1.13.5.3. Channel Strategy

        18.1.14. Rhenovia Pharma

            18.1.14.1. Overview

            18.1.14.2. Product Portfolio

            18.1.14.3. Profitability by Market Segments

            18.1.14.4. Sales Footprint

            18.1.14.5. Strategy Overview

                18.1.14.5.1. Marketing Strategy

                18.1.14.5.2. Product Strategy

                18.1.14.5.3. Channel Strategy

        18.1.15. LeadInvent Technologies

            18.1.15.1. Overview

            18.1.15.2. Product Portfolio

            18.1.15.3. Profitability by Market Segments

            18.1.15.4. Sales Footprint

            18.1.15.5. Strategy Overview

                18.1.15.5.1. Marketing Strategy

                18.1.15.5.2. Product Strategy

                18.1.15.5.3. Channel Strategy

        18.1.16. Nuventra Pharma

            18.1.16.1. Overview

            18.1.16.2. Product Portfolio

            18.1.16.3. Profitability by Market Segments

            18.1.16.4. Sales Footprint

            18.1.16.5. Strategy Overview

                18.1.16.5.1. Marketing Strategy

                18.1.16.5.2. Product Strategy

                18.1.16.5.3. Channel Strategy

        18.1.17. In Silico Biosciences

            18.1.17.1. Overview

            18.1.17.2. Product Portfolio

            18.1.17.3. Profitability by Market Segments

            18.1.17.4. Sales Footprint

            18.1.17.5. Strategy Overview

                18.1.17.5.1. Marketing Strategy

                18.1.17.5.2. Product Strategy

                18.1.17.5.3. Channel Strategy

19. Assumptions & Acronyms Used

20. Research Methodology

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