AI In Life Science Analytics Market, By Offering, By Deployment Mode, By Application, By End User, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

Description

AI in Life Science Analytics Market size was valued at US$ 2,105.3 Million in 2024, expanding at a CAGR of 11.45% from 2025 to 2032.

The AI in Life Science Analytics market primarily involves utilizing AI (such as machine learning, NLP, and various generative AI tools) to process the vast amount of data that life science companies encounter and to make informed decisions more efficiently. Pharma and biotech companies collect data from a lot of places like genomics/omics research, lab experiments, clinical trials, safety reports, scientific papers, and real-world data such as EHRs and insurance claims. The problem is that this data is messy and spread out, and a lot of it is unstructured (for example, doctor notes or medical literature). AI helps by finding patterns, predicting outcomes, and automating parts of analysis that would take humans way longer. That's why it's being used more in things like drug discovery, clinical trial planning and patient recruitment, pharmacovigilance (detecting side effects), real-world evidence studies, precision medicine, and even sales forecasting and supply chain analytics.

AI In Life Science Analytics Market- Market Dynamics

Surging Government-Backed R&D Funding and Clinical-Trial Volume Are Accelerating AI Adoption in Life Science Analytics

One big driver for the AI in Life Science Analytics market is that governments are putting more money into biomedical R&D, and, at the same time, the number of clinical studies being run and tracked keeps increasing so the amount of data researchers have to deal with is getting huge, and AI analytics becomes a practical need rather than a "nice to have." According to the U.S. National Institutes of Health (NIH), the NIH budget authority was $47.5 billion in FY2023 and increased to $48.6 billion in FY2024, which supports a lot of large research programs that generate complex datasets (like genomics and clinical data) that typically require advanced analytics. Also, according to the U.S. Government Accountability Office (GAO), NIH obligations for AI-related research rose from about $1.5 billion in FY2018 to about $2.3 billion in FY2022, showing that government-backed AI activity in health and science is expanding and creating more real use cases for AI tools. On the clinical research side, According to ClinicalTrials.gov (U.S. National Library of Medicine, U.S. government), there were over ~477,000 registered studies in 2023, and this went above ~500,000 studies by 2024, which basically shows how fast clinical research is scaling up; with that many studies, organizations need AI analytics to handle tasks like sorting patient data, monitoring safety signals, and finding insights faster. Overall, these 2022-2024 government-reported numbers point to a clear trend: more funded research plus more trials equals more data, and that directly boosts demand for AI-based life science analytics.

AI In Life Science Analytics Market- Segmentation Analysis:

Clinical trials and cloud-based deployment are two segments that strongly support demand in the AI in Life Science Analytics market because both are tied to fast-growing data volumes and the need for scalable computing. Clinical research activity keeps expanding, and that directly increases the amount of structured and unstructured trial data that must be cleaned, monitored, and reported. According to ClinicalTrials.gov (U.S. National Library of Medicine), the registry crossed 500,000+ registered studies in 2024 (rising from the high-400,000s in 2023), which signals a steady increase in trial records and related documentation where AI analytics is commonly used for feasibility, patient matching, protocol monitoring, and faster insight generation. Drug-safety monitoring adds another large data stream connected to trials and post-market surveillance; according to the U.S. Food and Drug Administration (FDA), the FDA Adverse Event Reporting System (FAERS) has been receiving over 2 million adverse event reports per year in recent years across the 2020s, creating ongoing demand for AI-driven case processing, duplicate detection, and signal detection to manage scale.

At the same time, cloud-based deployment fits life science analytics because it provides flexible storage and compute for large datasets and model training; according to the U.S. National Institute of Standards and Technology (NIST), federal cloud guidance and definitions (including publications actively referenced through 2020-2024, such as SP 800-145 and related cloud security guidance) continue to formalize baseline expectations for cloud usage and security, supporting broader adoption of cloud environments for regulated analytics workloads. Overall, rising clinical study counts, high safety-report volumes, and standardized cloud frameworks together support stronger use of AI analytics across life science workflows between 2020 and 2025.

AI In Life Science Analytics Market- Geographical Insights

North America remains one of the most attractive regions for AI in life science analytics because the region combines high research spending, large clinical research activity, and mature digital infrastructure for regulated health data. According to the U.S. National Institutes of Health (NIH), NIH budget authority increased from $42.9 billion (FY2021) to $45.0 billion (FY2022), then to $47.5 billion (FY2023) and $48.6 billion (FY2024), which supports a huge amount of data-producing biomedical research that typically needs automation and advanced analytics. Clinical research volume is also a strong signal of analytics demand; according to ClinicalTrials.gov (U.S. National Library of Medicine), the registry exceeded 500,000+ studies by 2024, highlighting the scale of trial-related datasets where AI tools are used for feasibility analytics, patient identification support, monitoring, and reporting. Post-market and safety data add even more pressure on analytics workflows; according to the U.S. Food and Drug Administration (FDA), the FDA Adverse Event Reporting System (FAERS) receives more than 2 million adverse event reports per year in the 2020s, which increases the need for AI-driven case processing and signal detection.

United States AI in Life Science Analytics Market- Country Insights

The United States is typically viewed as the strongest single-country opportunity in this market because government-backed spending and regulated data streams are unusually large and consistent. According to the NIH, budget authority reached $48.6 billion in FY2024, continuing growth from $45.0 billion in FY2022, and supporting research networks that generate large-scale clinical and omics datasets. Research activity is also reflected in clinical trial scale; according to ClinicalTrials.gov, total registered studies crossed 500,000+ in 2024, which supports steady demand for analytics across trial planning, operational oversight, and outcome analysis. Safety reporting volumes further strengthen the business case for automation; according to the FDA, FAERS receives 2 million+ reports annually in the 2020s, creating ongoing demand for AI that can triage cases, find patterns in narrative text, and support faster detection of safety signals.

AI In Life Science Analytics Market- Competitive Landscape:

The competitive landscape is shaped by the ability to manage regulated data at scale, connect multiple life science datasets, and deploy AI models in production with audit-ready governance. Major vendors typically referenced in this space include SAS (strength in statistical analytics and governance for regulated environments), IBM (strength in enterprise AI and NLP for unstructured text analytics), Oracle (strength in life-science data systems and scalable cloud infrastructure), Microsoft (strength in enterprise cloud and AI services with security controls), AWS (strength in elastic compute and data services for large-scale analytics), Google Cloud (strength in data engineering and AI/ML tooling at scale), IQVIA (strength in real-world data/real-world evidence and commercial analytics), and Veeva (strength in life-sciences workflows and commercial content/data management). Strong public indicators reported between 2020-2025 including rising NIH funding according to NIH, growing trial registration totals according to ClinicalTrials.gov, and high annual safety-report inflow according to FDA tend to favor vendors that can deliver compliant analytics, support high-volume pipelines, and integrate across clinical, safety, and R&D environments.

Recent Developments:

In December 2025, Medicus Pharma Ltd., a precision-guided biotech/life sciences company, announced a non-binding letter of intent (LOI) with Reliant AI Inc., a life-sciences decision-intelligence company focused on generative AI, to work on an AI-powered data analytics platform aimed at improving clinical trial execution using data-driven insights, with planned capabilities such as dynamic site selection, patient stratification, and enrollment forecasting, and an initial focus on dynamic site selection and targeted stratification for an upcoming Teverelix clinical study expected to begin in 2026.

In June 2025, IQVIA, a global provider of clinical research services, commercial insights, and healthcare intelligence for life sciences, unveiled new custom AI agents at GTC Paris built using NVIDIA technology to improve workflows and speed up insights, with use cases highlighted across target identification, clinical data review, literature review, market assessment, and HCP engagement, following a strategic collaboration announced in January to develop custom foundation models and agentic AI workflows to support research, clinical development, and treatment access.

In February 2025, Medidata (Dassault Systemes), a clinical development solutions provider for biopharma, reaffirmed its plan to expand AI and virtual-twin capabilities across the clinical development process, describing how generative experiences using synthetic data can simulate virtual patient cohorts to improve trial performance and reduce exposure to experimental therapies, and noting that Medidata works with 19 of the top 20 pharmaceutical companies while leveraging a large patient-level historical clinical trial dataset to support patient-centric trial and post-trial outcomes programs.

In June 2025, the U.S. Food and Drug Administration (FDA), the U.S. federal regulator for drugs and medical products, announced an agency-wide expansion of its internal generative AI tool Elsa by June 30, 2025, stating that the system runs in a secure GovCloud environment to help staff with clinical protocol assessments, safety evaluations, and internal workflow efficiency, and adding that Elsa does not train on regulated-industry-submitted data to protect confidential and proprietary information.

SCOPE OF THE REPORT

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

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Accenture
Amazon Web Services (AWS)
Capgemini
Cognizant
Databricks
Deloitte
Google (Google Cloud)
IBM
Infosys
IQVIA
Microsoft
NVIDIA
Oracle
Palantir Technologies
SAP
SAS
Snowflake
Tata Consultancy Services (TCS)
Tempus
Wipro
Others

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

Software
Services

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET, BY DEPLOYMENT MODE- MARKET ANALYSIS, 2019 - 2032

Cloud-based
On-premises

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Drug Discovery & Development
Clinical Trials
Sales & Marketing (Commercial Analytics)
Supply Chain & Manufacturing

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET, BY END USER- MARKET ANALYSIS, 2019 - 2032

Pharmaceutical Companies
Biotechnology Companies
Contract Research Organizations (CROs)
Hospitals/Clinics & Research Institutes

GLOBAL AI IN LIFE SCIENCE ANALYTICS MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

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

Product Code: ANV5922

1. AI In Life Science Analytics Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. AI In Life Science Analytics Market Snippet by Offering
- 2.1.2. AI In Life Science Analytics Market Snippet by Deployment Mode
- 2.1.3. AI In Life Science Analytics Market Snippet by Application
- 2.1.4. AI In Life Science Analytics Market Snippet by End User
- 2.1.5. AI In Life Science Analytics Market Snippet by Country
- 2.1.6. AI In Life Science Analytics Market Snippet by Region
2.2. Competitive Insights

3. AI In Life Science Analytics Key Market Trends

3.1. AI In Life Science Analytics Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. AI In Life Science Analytics Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. AI In Life Science Analytics Market Opportunities
3.4. AI In Life Science Analytics Market Future Trends

4. AI In Life Science Analytics Industry Study

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

5. AI In Life Science Analytics Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. AI In Life Science Analytics Market Landscape

6.1. AI In Life Science Analytics Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. AI In Life Science Analytics Market - By Offering

7.1. Overview
- 7.1.1. Segment Share Analysis, By Offering, 2024 & 2032 (%)
- 7.1.2. Software
- 7.1.3. Services

8. AI In Life Science Analytics Market - By Deployment Mode

8.1. Overview
- 8.1.1. Segment Share Analysis, By Deployment Mode, 2024 & 2032 (%)
- 8.1.2. Cloud-based
- 8.1.3. On-premises

9. AI In Life Science Analytics Market - By Application

9.1. Overview
- 9.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 9.1.2. Drug Discovery & Development
- 9.1.3. Clinical Trials
- 9.1.4. Sales & Marketing (Commercial Analytics)
- 9.1.5. Supply Chain & Manufacturing

10. AI In Life Science Analytics Market - By End User

10.1. Overview
- 10.1.1. Segment Share Analysis, By Deployment Mode, 2024 & 2032 (%)
- 10.1.2. Pharmaceutical Companies
- 10.1.3. Biotechnology Companies
- 10.1.4. Contract Research Organizations (CROs)
- 10.1.5. Hospitals/Clinics & Research Institutes

11. AI In Life Science Analytics Market- By Geography

11.1. Introduction
- 11.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
11.2. North America
- 11.2.1. Overview
- 11.2.2. AI In Life Science Analytics Key Manufacturers in North America
- 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.2.4. North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 11.2.5. North America Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
- 11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.7. North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.2.8. U.S.
  - 11.2.8.1. Overview
  - 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.8.3. U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.2.8.4. U.S. Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.8.6. U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.2.9. Canada
  - 11.2.9.1. Overview
  - 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.9.3. Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.2.9.4. Canada Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.9.6. Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.3. Europe
- 11.3.1. Overview
- 11.3.2. AI In Life Science Analytics Key Manufacturers in Europe
- 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.3.4. Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 11.3.5. Europe Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
- 11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.7. Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.8. Germany
  - 11.3.8.1. Overview
  - 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.8.3. Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.8.4. Germany Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.8.6. Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.9. UK
  - 11.3.9.1. Overview
  - 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.9.3. UK Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.9.4. UK Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.9.5. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.9.6. UK Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.10. France
  - 11.3.10.1. Overview
  - 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.10.3. France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.10.4. France Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.10.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.10.6. France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.11. Italy
  - 11.3.11.1. Overview
  - 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.11.3. Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.11.4. Italy Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.11.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.11.6. Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.12. Spain
  - 11.3.12.1. Overview
  - 11.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.12.3. Spain Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.12.4. Spain Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.12.5. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.12.6. Spain Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.13. The Netherlands
  - 11.3.13.1. Overview
  - 11.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.3. The Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.13.4. The Netherlands Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.13.5. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.13.6. The Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.14. Sweden
  - 11.3.14.1. Overview
  - 11.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.3. Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.14.4. Sweden Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.14.5. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.14.6. Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.15. Russia
  - 11.3.15.1. Overview
  - 11.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.3. Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.15.4. Russia Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.15.5. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.15.6. Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.16. Poland
  - 11.3.16.1. Overview
  - 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.3. Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.16.4. Poland Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.16.5. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.16.6. Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.3.17. Rest of Europe
  - 11.3.17.1. Overview
  - 11.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.17.3. Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.3.17.4. Rest of the Europe Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.3.17.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.17.6. Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
- 11.4.1. Overview
- 11.4.2. AI In Life Science Analytics Key Manufacturers in Asia Pacific
- 11.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4. APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 11.4.5. APAC Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
- 11.4.6. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.7. APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.8. China
  - 11.4.8.1. Overview
  - 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.8.3. China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.8.4. China Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.8.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.8.6. China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.9. India
  - 11.4.9.1. Overview
  - 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.9.3. India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.9.4. India Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.9.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.9.6. India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.10. Japan
  - 11.4.10.1. Overview
  - 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.10.3. Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.10.4. Japan Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.10.6. Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.11. South Korea
  - 11.4.11.1. Overview
  - 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.11.3. South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.11.4. South Korea Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.11.6. South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.12. Australia
  - 11.4.12.1. Overview
  - 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.12.3. Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.12.4. Australia Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.12.6. Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.13. Indonesia
  - 11.4.13.1. Overview
  - 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.13.3. Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.13.4. Indonesia Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.13.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.13.6. Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.14. Thailand
  - 11.4.14.1. Overview
  - 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.14.3. Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.14.4. Thailand Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.14.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.14.6. Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.15. Philippines
  - 11.4.15.1. Overview
  - 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.15.3. Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.15.4. Philippines Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.15.6. Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.4.16. Rest of APAC
  - 11.4.16.1. Overview
  - 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.16.3. Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.4.16.4. Rest of APAC Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.16.6. Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.5. Latin America (LATAM)
- 11.5.1. Overview
- 11.5.2. AI In Life Science Analytics Key Manufacturers in Latin America
- 11.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4. LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 11.5.5. LATAM Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
- 11.5.6. LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.7. LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.8. Brazil
  - 11.5.8.1. Overview
  - 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.8.3. Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.5.8.4. Brazil Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.8.6. Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.9. Mexico
  - 11.5.9.1. Overview
  - 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.9.3. Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.5.9.4. Mexico Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.9.6. Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.10. Argentina
  - 11.5.10.1. Overview
  - 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.10.3. Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.5.10.4. Argentina Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.10.6. Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.11. Colombia
  - 11.5.11.1. Overview
  - 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.11.3. Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.5.11.4. Colombia Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.11.6. Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.5.12. Rest of LATAM
  - 11.5.12.1. Overview
  - 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.12.3. Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.5.12.4. Rest of LATAM Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.12.6. Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa (MEA)
- 11.6.1. Overview
- 11.6.2. AI In Life Science Analytics Key Manufacturers in Middle East and Africa
- 11.6.3. MEA Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4. MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 11.6.5. MEA Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
- 11.6.6. MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.7. MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.8. Saudi Arabia
  - 11.6.8.1. Overview
  - 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.8.3. Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.8.4. Saudi Arabia Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.8.6. Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.9. United Arab Emirates
  - 11.6.9.1. Overview
  - 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.9.3. United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.9.4. United Arab Emirates Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.9.6. United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.10. Israel
  - 11.6.10.1. Overview
  - 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.10.3. Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.10.4. Israel Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.10.6. Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.11. Turkey
  - 11.6.11.1. Overview
  - 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.11.3. Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.11.4. Turkey Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.11.6. Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.12. Algeria
  - 11.6.12.1. Overview
  - 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.12.3. Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.12.4. Algeria Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.12.6. Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.13. Egypt
  - 11.6.13.1. Overview
  - 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.13.3. Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.13.4. Egypt Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.13.6. Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 11.6.14. Rest of MEA
  - 11.6.14.1. Overview
  - 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.14.3. Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 11.6.14.4. Rest of MEA Market Size and Forecast, By Deployment Mode, 2019 - 2032 (US$ Million)
  - 11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.14.6. Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- AI In Life Science Analytics Industry

12.1. Competitive Benchmarking
- 12.1.1. Competitive Dashboard
- 12.1.2. Competitive Positioning
12.2. Company Profiles
- 12.2.1. Accenture
- 12.2.2. Amazon Web Services (AWS)
- 12.2.3. Capgemini
- 12.2.4. Cognizant
- 12.2.5. Databricks
- 12.2.6. Deloitte
- 12.2.7. Google (Google Cloud)
- 12.2.8. IBM
- 12.2.9. Infosys
- 12.2.10. IQVIA
- 12.2.11. Microsoft
- 12.2.12. NVIDIA
- 12.2.13. Oracle
- 12.2.14. Palantir Technologies
- 12.2.15. SAP
- 12.2.16. SAS
- 12.2.17. Snowflake
- 12.2.18. Tata Consultancy Services (TCS)
- 12.2.19. Tempus
- 12.2.20. Wipro
- 12.2.21. Others

13. 360 Degree AnalystView

14. Appendix

14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us