AI in Pharma and Biotech Market

AI in Pharma and Biotech Market (Application: Drug Discovery and Development, Clinical Trials Optimization, Predictive Maintenance and Quality Control, Drug Target Identification, Disease Diagnosis and Prognosis, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2024-2034

AI in Pharma and Biotech Market Outlook 2034

  • The global industry was valued at US$ 1.8 Bn in 2023
  • It is expected to grow at a CAGR of 18.8% from 2024 to 2034 and reach US$ 13.1 Bn by the end of 2034

Analyst Viewpoint

The global AI in pharma and biotech market is expected to grow on the basis of requirement for speedy drug development and availability of genome editing through AI. The drug discovery process is such that hardly one out of 5,000-10,000 compounds are approved in the form of potential drug for a specific condition. AI has the capacity of significantly reducing costs and time associated with launching new drugs.

The key players in AI in pharma and biotech market are exploring the incorporation of clinical trial simulation platforms for fast-tracking clinical trials and helping the biotech and pharmaceutical companies serve the patients better. As per the experts in pharma and biotech, more than 50% of drugs would be produced using AI by the year 2030.

Market Introduction

Integrating AI into pharma and biotech is expected to fortify the healthcare vertical in the near future. AI fastens research by optimization of experiments that focus on impactful targets. They also facilitate virtual screening, thereby leading to diversified testing at the faster rate. Developing epitope selection, binding, and prediction tools results in notable acceleration of discovery of vaccines and the other therapeutics.

However, AI algorithms many not match the creative insight and nuanced understanding that experienced researchers possess. The other challenges such as missing metadata on assay or cell culture conditions beyond the experimental outcomes may restrain the AI in pharma and biotech market during the forecast period.

Attribute Detail
AI in Pharma and Biotech Market Drivers
  • Need to Have a Speedy Drug Development
  • Gene Editing through AI Progression

Need to Reduce Time in Drug Development Driving Artificial Intelligence in Pharmaceutical Industry

Drug discovery means sorting and cross-referencing billions of molecular designs and compounds. This process is cumbersome. AI tools can aid by carrying out these operations speedily. It is, however, important to optimize the models of prediction-first datasets in order to unleash the benefits of AI analytics. Computational solutions facilitate more effective verification of various biological hypotheses, thereby allowing data to be translated into real therapeutics.

AI tools also help pharma companies to be versatile. For instance, they can work simultaneously on various new drugs at once using multiple complex workflows such as molecular engineering, sequencing, validation, and mapping using AI. It helps in standardizing and streamlining data integration across several disparate processes, and improves speed of drug development by reduction of costs.

Need to expedite drug discovery is thus accelerating the global AI in pharma and biotech market.

Provision of Gene Structure Editing Driving Demand for AI-based Biotech Solutions

AI contributes toward prediction and optimization of genome editing methods such as CRISPR-Cas9. The Machine Learning algorithms are capable of analyzing vast genetic sequence datasets, which can be used for steering the development of more effective and precise genome editing technologies. This could be accomplished by predicting the probable off-target consequences.

Genome editing technologies allow accurate alteration of the DNA sequences in living cells. This, in turn, helps in transforming one’s ability of studying gene functionality and devise new therapeutic strategies. For instance, in a cancer-affected patient, AI models can use genomic data for identifying cancer subtypes. CRISPR-based genome editing can help in producing immune cells capable of disrupting oncogenes.

Need to speedily develop novel therapeutics for cancer and various other targeted diseases using gene editing is thus driving the AI in pharma and biotech market opportunities.

Regional Outlook

Attribute Detail
Leading Region North America

As per the latest AI in pharma and biotech market analysis, North America held the largest share in AI-driven biotechnology landscape in 2023. The region is expected to continue with its dominance during the forecast period. This is attributed to the governments of the U.S. and Canada extensively promoting precision medicine, along with rise in adoption of AI-based tools for drug discovery.

The U.S. is also encouraging cross-country partnerships and collaborations, which is positively impacting the AI in pharma and biotech market growth. For instance, in March 2022, Insilico Medicine strategically collaborated with EQRx in order to combine their individual expertise in de novo small molecule design and its commercialization. In December 2021, Amazon Web services entered into collaboration with Pfizer for developing cloud-based solutions to improve testing in the clinical trials.

North America is also witnessing establishment of new-fangled AI centers. For instance, in June 2022, Sanofi opened an AI Center of Excellence in Toronto to emphasize development of world class AI products to enhance access to the life-saving medicines.

Analysis of Companies Specializing in AI-Driven Solutions for Pharmaceutical and Biotechnology Industries

AI in pharma and biotech market manufacturers are opting for organic as well as inorganic modes of expansion to strengthen their position. For instance, in May 2023, Google Cloud introduced the Target and Lead Identification Suite, and Multiomics Suite in order to accelerate the drug discovery and precision medicine for pharmaceutical firms, biotech companies, and public sector organizations. Around the same time, 9xchange entered into partnership with BenevolentAI in order to utilize the former’s AI-enabled technology to extend support to decision-making pertaining to drug repurposing for the assets within 9xchange platform.

BenevolentAI SA, Insilico Medicine, Recursion Pharmaceuticals, Atomwise Inc., Berg LLC, Cloud Pharmaceuticals, Deep Genomics, Exscientia, Schrödinger, twoXar, Inc., and Insitro are some of the key participants covered in the AI in pharma and biotech market report.

These companies have been profiled based on parameters such as company overview, business strategies, financial overview, product portfolio, and business segments.

Latest Developments

  • In October 2023, Recursion, in collaboration with Genentech and Roche, identified and validated a hit series for specific diseases, thereby triggering Small Molecule Validation Program Option by Roche. This program is led by Recursion using its OS along with digital chemistry tools.
  • In September 2023, Exscientia entered into a multi-year collaboration with Merck KGaA with the objective to combine the former’s AI-driven precision drug design as well as discovery capabilities and latter’s expertise in research pertaining to neuroinflammation and oncology.

AI in Pharma and Biotech Market Snapshot

Attribute Detail
Market Size in 2023 US$ 1.8 Bn
Market Forecast (Value) in 2034 US$ 13.1 Bn
Growth Rate (CAGR) 18.8%
Forecast Period 2024-2034
Historical Data Available for 2020-2022
Quantitative Units US$ Bn for Value
Market Analysis It includes segment analysis as well as regional level analysis. Moreover, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis.
Competition Landscape
  • Market share analysis by company (2023)
  • Company profiles section includes overview, product portfolio, sales footprint, key subsidiaries or distributors, strategy & recent developments, and key financials
Format Electronic (PDF) + Excel
Market Segmentation
  • Application
    • Drug Discovery and Development
    • Clinical Trials and Optimization
    • Predictive Maintenance and Quality Control
    • Drug Target Identification
    • Disease Diagnosis & Prognosis
    • Others
  • End-user
    • Pharmaceutical & Biotech Companies
    • Academic & Contract Research Organizations
    • Others
Regions Covered
  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East & Africa
Countries Covered
  • U.S.
  • Canada
  • Germany
  • U.K.
  • France
  • Italy
  • Spain
  • China
  • India
  • Japan
  • Australia & New Zealand
  • Brazil
  • Mexico
  • South Africa
  • GCC
Companies Profiled
  • BenevolentAI SA
  • Insilico Medicine
  • Recursion Pharmaceuticals
  • Atomwise Inc.
  • Berg LLC
  • Cloud Pharmaceuticals
  • Deep Genomics
  • Exscientia
  • Schrödinger
  • twoXar, Inc.
  • Insitro
Customization Scope Available Upon Request
Pricing Available Upon Request

Frequently Asked Questions

How big was the global AI in pharma and biotech market in 2023?

It was valued at US$ 1.8 Bn in 2023

How is the AI in pharma and biotech business expected to grow during the forecast period?

It is projected to grow at a CAGR of 18.8% from 2024 to 2034

What are the key factors driving the demand for AI in pharma and biotech?

Need to reduce time in drug development and facilitation of editing gene structures

Which AI in pharma and biotech end-user segment held the largest share in 2023?

Pharmaceutical & biotech companies segment accounted for the largest share in 2023

Which region dominated the global AI in pharma and biotech landscape in 2023?

North America was the dominant region in 2023

Who are the key AI in pharma and biotech manufacturers?

BenevolentAI SA, Insilico Medicine, Recursion Pharmaceuticals, Atomwise Inc., Berg LLC, Cloud Pharmaceuticals, Deep Genomics, Exscientia, Schrödinger, twoXar, Inc., and Insitro

    1. Preface

        1.1. Market Definition and Scope

        1.2. Market Segmentation

        1.3. Key Research Objectives

        1.4. Research Highlights

    2. Assumptions and Research Methodology

    3. Executive Summary: Global AI in Pharma and Biotech Market

    4. Market Overview

        4.1. Introduction

            4.1.1. Product Definition

            4.1.2. Industry Evolution/Developments

        4.2. Overview

        4.3. Market Dynamics

            4.3.1. Drivers

            4.3.2. Restraints

            4.3.3. Opportunities

        4.4. Global AI in Pharma and Biotech Market Analysis and Forecast, 2020-2034

    5. Key Insights

        5.1. Pipeline Analysis

        5.2. Key Product/Brand Analysis

        5.3. Key Mergers & Acquisitions

        5.4. COVID-19 Pandemic Impact on Industry

    6. Global AI in Pharma and Biotech Market Analysis and Forecast, by Application

        6.1. Introduction & Definition

        6.2. Key Findings/Developments

        6.3. Market Value Forecast, by Application, 2020-2034

            6.3.1. Drug Discovery and Development

            6.3.2. Clinical Trials and Optimization

            6.3.3. Predictive Maintenance and Quality Control

            6.3.4. Drug Target Identification

            6.3.5. Disease Diagnosis & Prognosis

            6.3.6. Others

        6.4. Market Attractiveness Analysis, by Application

    7. Global AI in Pharma and Biotech Market Analysis and Forecast, by End-user

        7.1. Introduction & Definition

        7.2. Key Findings/Developments

        7.3. Market Value Forecast, by End-user, 2020-2034

            7.3.1. Pharmaceutical & Biotech Companies

            7.3.2. Academic & Contract Research Organizations

            7.3.3. Others

        7.4. Market Attractiveness Analysis, by End-user

    8. Global AI in Pharma and Biotech Market Analysis and Forecast, by Region

        8.1. Key Findings

        8.2. Market Value Forecast, by Region, 2020-2034

            8.2.1. North America

            8.2.2. Europe

            8.2.3. Asia Pacific

            8.2.4. Latin America

            8.2.5. Middle East & Africa

        8.3. Market Attractiveness Analysis, by Region

    9. North America AI in Pharma and Biotech Market Analysis and Forecast

        9.1. Introduction

        9.2. Key Findings

        9.3. Market Value Forecast, by Application, 2020-2034

            9.3.1. Drug Discovery and Development

            9.3.2. Clinical Trials and Optimization

            9.3.3. Predictive Maintenance and Quality Control

            9.3.4. Drug Target Identification

            9.3.5. Disease Diagnosis & Prognosis

            9.3.6. Others

        9.4. Market Value Forecast, by End-user, 2020-2034

            9.4.1. Pharmaceutical & Biotech Companies

            9.4.2. Academic & Contract Research Organizations

            9.4.3. Others

        9.5. Market Value Forecast, by Country, 2020-2034

            9.5.1. U.S.

            9.5.2. Canada

        9.6. Market Attractiveness Analysis

            9.6.1. By Application

            9.6.2. By End-user

            9.6.3. By Country

    10. Europe AI in Pharma and Biotech Market Analysis and Forecast

        10.1. Introduction

        10.2. Key Findings

        10.3. Market Value Forecast, by Application, 2020-2034

            10.3.1. Drug Discovery and Development

            10.3.2. Clinical Trials and Optimization

            10.3.3. Predictive Maintenance and Quality Control

            10.3.4. Drug Target Identification

            10.3.5. Disease Diagnosis & Prognosis

            10.3.6. Others

        10.4. Market Value Forecast, by End-user, 2020-2034

            10.4.1. Pharmaceutical & Biotech Companies

            10.4.2. Academic & Contract Research Organizations

            10.4.3. Others

        10.5. Market Value Forecast, by Country/Sub-region, 2020-2034

            10.5.1. Germany

            10.5.2. U.K.

            10.5.3. France

            10.5.4. Italy

            10.5.5. Spain

            10.5.6. Rest of Europe

        10.6. Market Attractiveness Analysis

            10.6.1. By Application

            10.6.2. By End-user

            10.6.3. By Country/Sub-region

    11. Asia Pacific AI in Pharma and Biotech Market Analysis and Forecast

        11.1. Introduction

        11.2. Key Findings

        11.3. Market Value Forecast, by Application, 2020-2034

            11.3.1. Drug Discovery and Development

            11.3.2. Clinical Trials and Optimization

            11.3.3. Predictive Maintenance and Quality Control

            11.3.4. Drug Target Identification

            11.3.5. Disease Diagnosis & Prognosis

            11.3.6. Others

        11.4. Market Value Forecast, by End-user, 2020-2034

            11.4.1. Pharmaceutical & Biotech Companies

            11.4.2. Academic & Contract Research Organizations

            11.4.3. Others

        11.5. Market Value Forecast, by Country/Sub-region, 2020-2034

            11.5.1. China

            11.5.2. Japan

            11.5.3. India

            11.5.4. Australia & New Zealand

            11.5.5. Rest of Asia Pacific

        11.6. Market Attractiveness Analysis

            11.6.1. By Application

            11.6.2. By End-user

            11.6.3. By Country/Sub-region

    12. Latin America AI in Pharma and Biotech Market Analysis and Forecast

        12.1. Introduction

        12.2. Key Findings

        12.3. Market Value Forecast, by Application, 2020-2034

            12.3.1. Drug Discovery and Development

            12.3.2. Clinical Trials and Optimization

            12.3.3. Predictive Maintenance and Quality Control

            12.3.4. Drug Target Identification

            12.3.5. Disease Diagnosis & Prognosis

            12.3.6. Others

        12.4. Market Value Forecast, by End-user, 2020-2034

            12.4.1. Pharmaceutical & Biotech Companies

            12.4.2. Academic & Contract Research Organizations

            12.4.3. Others

        12.5. Market Value Forecast, by Country/Sub-region, 2020-2034

            12.5.1. Brazil

            12.5.2. Mexico

            12.5.3. Rest of Latin America

        12.6. Market Attractiveness Analysis

            12.6.1. By Application

            12.6.2. By End-user

            12.6.3. By Country/Sub-region

    13. Middle East & Africa AI in Pharma and Biotech Market Analysis and Forecast

        13.1. Introduction

        13.2. Key Findings

        13.3. Market Value Forecast, by Application, 2020-2034

            13.3.1. Drug Discovery and Development

            13.3.2. Clinical Trials and Optimization

            13.3.3. Predictive Maintenance and Quality Control

            13.3.4. Drug Target Identification

            13.3.5. Disease Diagnosis & Prognosis

            13.3.6. Others

        13.4. Market Value Forecast, by End-user, 2020-2034

            13.4.1. Pharmaceutical & Biotech Companies

            13.4.2. Academic & Contract Research Organizations

            13.4.3. Others

        13.5. Market Value Forecast, by Country/Sub-region, 2020-2034

            13.5.1. GCC Countries

            13.5.2. South Africa

            13.5.3. Rest of Middle East & Africa

        13.6. Market Attractiveness Analysis

            13.6.1. By Application

            13.6.2. By End-user

            13.6.3. By Country/Sub-region

    14. Competition Landscape

        14.1. Market Player - Competitive Matrix (by Tier and Size of Companies)

        14.2. Market Share Analysis, by Company (2023)

        14.3. Company Profiles

            14.3.1. BenevolentAI SA

                14.3.1.1. Company Overview

                14.3.1.2. Product Portfolio

                14.3.1.3. SWOT Analysis

                14.3.1.4. Financial Overview

                14.3.1.5. Strategic Overview

            14.3.2. Insilico Medicine

                14.3.2.1. Company Overview

                14.3.2.2. Product Portfolio

                14.3.2.3. SWOT Analysis

                14.3.2.4. Financial Overview

                14.3.2.5. Strategic Overview

            14.3.3. Recursion Pharmaceuticals

                14.3.3.1. Company Overview

                14.3.3.2. Product Portfolio

                14.3.3.3. SWOT Analysis

                14.3.3.4. Financial Overview

                14.3.3.5. Strategic Overview

            14.3.4. Atomwise Inc.

                14.3.4.1. Company Overview

                14.3.4.2. Product Portfolio

                14.3.4.3. SWOT Analysis

                14.3.4.4. Financial Overview

                14.3.4.5. Strategic Overview

            14.3.5. Berg LLC

                14.3.5.1. Company Overview

                14.3.5.2. Product Portfolio

                14.3.5.3. SWOT Analysis

                14.3.5.4. Financial Overview

                14.3.5.5. Strategic Overview

            14.3.6. Cloud Pharmaceuticals

                14.3.6.1. Company Overview

                14.3.6.2. Product Portfolio

                14.3.6.3. SWOT Analysis

                14.3.6.4. Financial Overview

                14.3.6.5. Strategic Overview

            14.3.7. Deep Genomics

                14.3.7.1. Company Overview

                14.3.7.2. Product Portfolio

                14.3.7.3. SWOT Analysis

                14.3.7.4. Financial Overview

                14.3.7.5. Strategic Overview

            14.3.8. Exscientia

                14.3.8.1. Company Overview

                14.3.8.2. Product Portfolio

                14.3.8.3. SWOT Analysis

                14.3.8.4. Financial Overview

                14.3.8.5. Strategic Overview

            14.3.9. Schrödinger

                14.3.9.1. Company Overview

                14.3.9.2. Product Portfolio

                14.3.9.3. SWOT Analysis

                14.3.9.4. Financial Overview

                14.3.9.5. Strategic Overview

            14.3.10. twoXar, Inc.

                14.3.10.1. Company Overview

                14.3.10.2. Product Portfolio

                14.3.10.3. SWOT Analysis

                14.3.10.4. Financial Overview

                14.3.10.5. Strategic Overview

            14.3.11. Insitro

                14.3.11.1. Company Overview

                14.3.11.2. Product Portfolio

                14.3.11.3. SWOT Analysis

                14.3.11.4. Financial Overview

                14.3.11.5. Strategic Overview

    List of Tables

    Table 01: Global AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 02: Global AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    Table 03: Global AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Region, 2020-2034

    Table 04: North America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Country, 2020-2034

    Table 05: North America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 06: North America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    Table 07: Europe AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Country/Sub-region, 2020-2034

    Table 08: Europe AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 09: Europe AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    Table 10: Asia Pacific AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Country/Sub-region, 2020-2034

    Table 11: Asia Pacific AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 12: Asia Pacific AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    Table 13: Latin America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Country/Sub-region, 2020-2034

    Table 14: Latin America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 15: Latin America AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    Table 16: Middle East & Africa AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Country/Sub-region, 2020-2034

    Table 17: Middle East & Africa AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by Application, 2020-2034

    Table 18: Middle East & Africa AI in Pharma and Biotech Market Size (US$ Bn) Forecast, by End-user, 2020-2034

    List of Figures

    Figure 01: Global AI in Pharma and Biotech Market Size (US$ Bn) and Distribution (%), by Region, 2023 and 2034

    Figure 02: Global AI in Pharma and Biotech Market Revenue (US$ Bn), by Application, 2023

    Figure 03: Global AI in Pharma and Biotech Market Value Share, by Application, 2023

    Figure 04: Global AI in Pharma and Biotech Market Revenue (US$ Bn), by End-user, 2023

    Figure 05: Global AI in Pharma and Biotech Market Value Share, by End-user, 2023

    Figure 06: Global AI in Pharma and Biotech Market Value Share, by Region, 2023

    Figure 07: Global AI in Pharma and Biotech Market Value (US$ Bn) Forecast, 2023-2034

    Figure 08: Global AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 09: Global AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 10: Global AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 11: Global AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

    Figure 12: Global AI in Pharma and Biotech Market Value Share Analysis, by Region, 2023 and 2034

    Figure 13: Global AI in Pharma and Biotech Market Attractiveness Analysis, by Region, 2023-2034

    Figure 14: North America AI in Pharma and Biotech Market Value (US$ Bn) Forecast and Y-o-Y Growth (%), 2020-2034

    Figure 15: North America AI in Pharma and Biotech Market Attractiveness Analysis, by Country, 2023-2034

    Figure 16: North America AI in Pharma and Biotech Market Value Share Analysis, by Country, 2023 and 2034

    Figure 17: North America AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 18: North America AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 19: North America AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 20: North America AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

    Figure 21: Europe AI in Pharma and Biotech Market Value (US$ Bn) Forecast and Y-o-Y Growth (%), 2020-2034

    Figure 22: Europe AI in Pharma and Biotech Market Attractiveness Analysis, by Country/Sub-region, 2023-2034

    Figure 23: Europe AI in Pharma and Biotech Market Value Share Analysis, by Country/Sub-region, 2023 and 2034

    Figure 24: Europe AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 25: Europe AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 26: Europe AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 27: Europe AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

    Figure 28: Asia Pacific AI in Pharma and Biotech Market Value (US$ Bn) Forecast and Y-o-Y Growth (%), 2020-2034

    Figure 29: Asia Pacific AI in Pharma and Biotech Market Attractiveness Analysis, by Country/Sub-region, 2023-2034

    Figure 30: Asia Pacific AI in Pharma and Biotech Market Value Share Analysis, by Country/Sub-region, 2023 and 2034

    Figure 31: Asia Pacific AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 32: Asia Pacific AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 33: Asia Pacific AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 34: Asia Pacific AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

    Figure 35: Latin America AI in Pharma and Biotech Market Value (US$ Bn) Forecast and Y-o-Y Growth (%), 2020-2034

    Figure 36: Latin America AI in Pharma and Biotech Market Attractiveness Analysis, by Country/Sub-region, 2023-2034

    Figure 37: Latin America AI in Pharma and Biotech Market Value Share Analysis, by Country/Sub-region, 2023 and 2034

    Figure 38: Latin America AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 39: Latin America AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 40: Latin America AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 41: Latin America AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

    Figure 42: Middle East & Africa AI in Pharma and Biotech Market Size (US$ Bn) Forecast and Y-o-Y Growth (%), 2020-2034

    Figure 43: Middle East & Africa AI in Pharma and Biotech Market Attractiveness Analysis, by Country/Sub-region, 2023-2034

    Figure 44: Middle East & Africa AI in Pharma and Biotech Market Value Share Analysis, by Country/Sub-region, 2023 and 2034

    Figure 45: Middle East & Africa AI in Pharma and Biotech Market Value Share Analysis, by Application, 2023 and 2034

    Figure 46: Middle East & Africa AI in Pharma and Biotech Market Value Share Analysis, by End-user, 2023 and 2034

    Figure 47: Middle East & Africa AI in Pharma and Biotech Market Attractiveness Analysis, by Application, 2023-2034

    Figure 48: Middle East & Africa AI in Pharma and Biotech Market Attractiveness Analysis, by End-user, 2023-2034

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