AI for R&D: Episode 9 | Agentic AI for Clinical Trials | IQVIA

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Allergy & Respiratory Biosimilars Cardiovascular Cell & Gene Therapy Central Nervous System Dermatology Early Phase Clinical Development Endocrinology GI & Hepatology Infectious Diseases & Vaccines Nephrology Obesity Oncology & Hematology Ophthalmology Pediatrics Rare Diseases Reproductive Health Rheumatology

Harness the power to transform clinical development

Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.

Research & Development Overview

Research & Development

Early Phase Clinical Trials

Track the impact of new drugs and establish proof of concept faster with innovative early clinical development strategies.

Phase IIb/III Trials

Advanced AI and technology help you navigate regulatory complexity, optimize enrollment strategies and drive patient engagement.

Patient & Site Centric Solutions

Support patients and trial sites with tools and services that improve recruitment, engagement, and study execution.

Functional Services

Agile, data-driven trial solutions that connect people, processes, and technology for faster, smarter R&D delivery.

Global Laboratories

Specialty and central lab solutions backed by scientific rigor and expertise in biomarkers and antibody drug discovery.

Optimize your R&D strategy, reduce risk and ensure compliance with data, analytics, AI-powered technology and expertise.

Make treatments stand out. Ensure differentiation lasts.

Enhance commercial effectiveness through precision HCP and patient engagement, backed by unrivalled data, healthcare-grade AI, and domain expertise.

COMMERCIALIZATION OVERVIEW

Commercialization

IQVIA Commercial Agentic AI

Enhance precision, speed, and business impact across commercial workflows.

Data and Information Management

Make better decisions with quality data. Drive business strategies, optimize engagement and uncover new opportunities.

Commercial Analytics

Gain precision insights for improved commercial effectiveness. Accelerate growth with fact-based decision making.

Drive precision HCP engagement for a stronger brand share of voice and measurable results.

Patient Engagement and Support

Empower your patients with the support they need to live healthier, happier lives.

Brand and Portfolio Strategy

Gain clarity and confidence to shape strategy and maximize brand impact across the full product lifecycle.

Launch Strategy and Management

Achieve launch excellence with a proven partner. Maximize launch performance and realize full market potential.

Established Brands Optimization

Defend market share and maximize value with proven approaches for established brands across global markets.

Real World Evidence. Real Confidence. Real Results.

Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.

REAL WORLD EVIDENCE OVERVIEW

Real World Evidence

Real World & Health Data Sets

Global real world data exploration at your fingertips enables critical insights across the product lifecycle.

Medical Affairs

Access end-to-end Medical Affairs solutions to plan, generate, and disseminate trustworthy medical evidence.

Health Communications

Deliver communications that engages stakeholders, advances healthcare and improves lives.

Health Data Apps & AI

Streamline research process and gain access to real world data discovery with the largest agnostic health data catalog.

Health Data Transformation

Accelerate disparate health information into insight-rich, value-driving data transformation at scale.

Identify the right study design to answer your research questions with unparalleled data, technology, AI and analytics.

Evidence Networks

Access global evidence networks to connect data, technology, and analytics for broader study options and collaboration.

Health Economics & Value

Generate the evidence you need to go from research to market, overcome regulatory hurdles, or support payer approval.

Regulatory and Safety

Explore options with innovative RWE study approaches to prove your product’s safety and effectiveness.

Natural Language Processing

Extract insights at scale from unstructured text with IQVIA’s advanced NLP platform—fast, accurate, proven.

Real World Evidence Library

Explore our Real World Evidence Library for the latest approaches to answer clinical, regulatory, and commercial questions.

Service driven. Tech-enabled. Integrated compliance.

Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.

COMPLIANCE OVERVIEW

Safety & Regulatory Compliance

Safety Pharmacovigilance

Pharmacovigilance powered by human expertise and advanced technology to deliver speed, accuracy, and global compliance.

Regulatory Compliance

Regulatory solutions blending human expertise and technology to cut complexity, cost, and risk across the lifecycle.

Quality Compliance

Break down quality and compliance silos with integrated software and services across the full product lifecycle.

Medical Information

Medical information delivered by skilled professionals and innovative technology for quality, scalable support worldwide.

Commercial Compliance

Experienced teams and advanced technology deliver scalable, transparent, and reliable commercial compliance.

Patient Centricity

Discover how patient-focused insights and solutions drive better outcomes across the healthcare ecosystem.

Patient Centricity OVERVIEW

Patient & Site Centered Solutions

Accelerate clinical trials by aligning patient and site needs at every step of the process.

Patient Engagement Suite

Connect with patients through integrated technology that improves engagement and participation.

Patient-Centered Solutions

Design outcome measures that reflect the patient experience and strengthen clinical evidence.

Electronic Clinical Outcome Assessments (eCOA)

Capture high-quality patient data digitally to streamline reporting and improve accuracy.

Patient Registries

Generate real-world insights by systematically capturing patient outcomes, experiences, and disease progression over time.

Health Research Space

Enable secure, collaborative access to real-world data to accelerate research and evidence generation.

Addressing Social Determinants of Health

Uncover and analyze social factors that impact patient outcomes to drive more equitable care strategies.

Patient Engagement and Support

Create connected programs that help patients access, start, and stay on therapy.

AI-Driven Patient Journey

Use advanced analytics to understand patient behaviors and optimize engagement across the care journey.

AI Patient Experience Platform

Deliver personalized, technology-enabled experiences that improve patient satisfaction, adherence, and outcomes.

Harness technology for a healthier world.

IQVIA Technologies helps life sciences accelerate innovation to make a greater impact on human health. Our transformative technologies harness intelligence, integrate industry leading data and analytics, and use advanced AI/ML capabilities to unleash business potential faster.

TECHNOLOGIES OVERVIEW

Increase transparency, improve communications and reduce administrative burden of your clinical trials from start to finish.

Simplify trials with a solution that improves operations, elevates experience, and drives better patient outcomes.

Clinical Trial Financial Suite

AI-powered platform unifying budgeting, contracting, forecasting, and payments for streamlined clinical trial financial management.

Streamline pharmacovigilance with AI-powered automation, global expertise, and real-time safety insights.

Quality Management and Regulatory Suite

Streamline global QA/RA processes with AI-enabled QMS & RIM for compliance, efficiency, and faster market access.

Partner Programs

Join our partner ecosystem to build alliances, drive business value, and create mutually beneficial relationships.

Language Solutions

Connect global content and intelligence to accelerate better outcomes for patients worldwide.

Commercial Compliance

Work with compliance experts to create and manage processes ensuring global regulation compliance.

IQVIA AI

With AI designed specifically for life sciences, experience new levels of productivity, efficiency, automation, and intelligence

IQVIA AI OVERVIEW

Revolutionize workflow automation and enable new workforce capacity.

IQVIA.ai Platform

Work more efficiently, make better decisions and scale AI responsibly across clinical, commercial and real-world operations.

IQVIA Life Science Models

Test key decisions before you act. Simulate patients, studies and markets to reduce risk and move with confidence.

IQVIA Healthcare-grade AI®

The life sciences industry requires AI engineered to meet a higher level of precision, speed and trust.

AI Insights & Thought Leadership

Explore our latest thinking on AI topics, trends, and emerging capabilities.

Responsible AI practices are essential to delivering trusted results and improving patient outcomes.

IQVIA AI Assistant

Get instant insights from a powerful conversational interface.

The IQVIA difference

IQVIA Connected Intelligence™

IQVIA Healthcare-grade AI®

Making an Impact

CLINICAL PRODUCTS

Planning Suite Grant Plan Site Suite Clinical Trial Payments Investigator Site Portal One Home for Sites Patient Engagement Suite Electronic Clinical Outcome Assessment (eCOA) Interactive Response Technology (IRT) Clinical Data Analytics Solutions

COMMERCIAL PRODUCTS

Information Management Launch Strategy & Management Pricing & Market Access Brand Strategy & Management Promotional Engagement Patient Insights for HCP Engagement Alerts & Triggers Orchestrated Analytics Next Best Action Patient Engagement and Support

COMPLIANCE, SAFETY, REG PRODUCTS

IQVIA Vigilance Platform Commercial Compliance Regulatory Compliance SmartSolve® RIM Quality Compliance SmartSolve eQMS Safety & Pharmacovigilance

REAL WORLD PRODUCTS

Real World & Healthcare Data Health Data Apps & AI Analytics Research Accelerator Expert Ecosystem AI Patient & HCP Profiling- Commercial AI Patient & Provider Profiling- Med Affairs AI Patient & HCP Profiling- Healthcare Natural Language Processing Market Access Insights Direct-to-Patient Research

Explore our AI products and services

IQVIA Healthcare-grade AI®

Innovation at IQVIA

At IQVIA our foundation is built on innovation. We are committed to finding new and smarter approaches to solving customer challenges. Explore some of the latest ways we can help drive your results.

IQVIA Life Science Models

Test your biggest clinical and commercial decisions before you make them. Simulate patients, studies and markets so you can choose stronger options, avoid costly rework and move forward with confidence.

Explore IQVIA Life Science Models

IQVIA Predictive Clinical Development

Most delays can be predicted long before first patient in. Predictive Clinical Development helps you identify and remove risk early, prevent delays, and accelerate the path from planning to delivery.

Explore IQVIA Predictive Clinical Development

IQVIA.ai Platform

Work more efficiently, make better decisions and scale AI responsibly across clinical, commercial and real-world operations.

EXPLORE IQVIA.AI PLATFORM

IQVIA Medical Reasoning LLM

“Med-R1 8B” is built to empower healthcare and life science organizations, enhance decision-making, and ultimately transform patient outcomes.

Explore IQVIA Medical Reasoning

Insights & Thought Leadership

Explore insight libraries dedicated to the latest topics & trends in life sciences and healthcare.

THE IQVIA INSTITUTE

An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.

SEE LATEST REPORTS

International Thought Leadership

International Thought Leadership

IQVIA thought leadership with perspectives across the globe

U.S. Thought Leadership & Innovation

U.S. Thought Leadership & Innovation

IQVIA thought leadership & innovation with perspectives on the U.S. market

Latest thinking on AI

Latest thinking on AI

Explore AI topics, trends, and emerging capabilities

INSTITUTE REPORT

INSTITUTE REPORT

Global Trends in R&D 2026

WHO WE ARE

Our Story Our Impact AI for Life Sciences Commitment to Global Health Code of Conduct Sustainability Privacy Executive Leadership

NEWS & RESOURCES

Newsroom Events & Webinars Industry Analyst Reports Our Locations

Investor Relations

Quarterly Results Press Releases Events Governance Documents Investor FAQs

INVESTOR RELATIONS

INVESTOR RELATIONS

Visit our investor relations site for more information.

IQVIA Careers

Overview Our Company Culture Benefits Life at IQVIA Blog

Featured Careers

Clinical Research Technology & Analytics Consulting Interns Clinical Research Associates AI & Machine Learning

Stay Connected

Global Talent Network IQVIA Alumni Network View Open Roles

WE'RE HIRING

At IQVIA your potential has no limits. We thrive on bold ideas and fearless innovation. Join us in reimagining what’s possible.

Explore IQVIA by region

As a global community, IQVIA continuously invests and commits to advancing human health.

Americas

Argentina Brazil Canada Central America and Caribbean Colombia Ecuador Mexico United States

Europe

Adriatic Netherlands Austria Nordics Belgium Poland Bulgaria Portugal Czech Republic Romania France Russia Germany Slovakia Greece Spain Hungary Switzerland Ireland Turkey Israel Ukraine Italy United Kingdom Kazakhstan

Asia & Oceania

Asia Pacific Australia & NZ China India Japan Korea Southeast Asia Sri Lanka

Middle East & Africa

Middle East and Africa

Regional Thought Leadership

Regional Thought Leadership

International Thought Leadership

U.S. Thought Leadership & Innovation

Asia Pacific Insights

SOLUTIONS

Research & Development

Commercialization

Real World Evidence

Safety & Regulatory Compliance

Patient Centricity

LIFE SCIENCE SEGMENTS

Consumer Health Emerging Biopharma Generics MedTech Pharmaceutical Manufacturers

HEALTHCARE SEGMENTS

Information Partner Services Financial Institutions Global Health Government Patient Associations Payers Providers

Therapeutic and Specialty Areas

Therapeutic and Specialty Centers of Excellence offer scientific expertise, therapeutic insights and clinical trial experience to expedite new therapies for patients.

Allergy & Respiratory Biosimilars Cardiovascular Cell & Gene Therapy Central Nervous System Dermatology Early Phase Clinical Development Endocrinology GI & Hepatology Infectious Diseases & Vaccines Nephrology Obesity Oncology & Hematology Ophthalmology Pediatrics Rare Diseases Reproductive Health Rheumatology

Harness the power to transform clinical development

Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.

Research & Development Overview

Research & Development

Early Phase Clinical Trials

Track the impact of new drugs and establish proof of concept faster with innovative early clinical development strategies.

Phase IIb/III Trials

Advanced AI and technology help you navigate regulatory complexity, optimize enrollment strategies and drive patient engagement.

Patient & Site Centric Solutions

Support patients and trial sites with tools and services that improve recruitment, engagement, and study execution.

Functional Services

Agile, data-driven trial solutions that connect people, processes, and technology for faster, smarter R&D delivery.

Global Laboratories

Specialty and central lab solutions backed by scientific rigor and expertise in biomarkers and antibody drug discovery.

Optimize your R&D strategy, reduce risk and ensure compliance with data, analytics, AI-powered technology and expertise.

Make treatments stand out. Ensure differentiation lasts.

Enhance commercial effectiveness through precision HCP and patient engagement, backed by unrivalled data, healthcare-grade AI, and domain expertise.

COMMERCIALIZATION OVERVIEW

Commercialization

IQVIA Commercial Agentic AI

Enhance precision, speed, and business impact across commercial workflows.

Data and Information Management

Make better decisions with quality data. Drive business strategies, optimize engagement and uncover new opportunities.

Commercial Analytics

Gain precision insights for improved commercial effectiveness. Accelerate growth with fact-based decision making.

Drive precision HCP engagement for a stronger brand share of voice and measurable results.

Patient Engagement and Support

Empower your patients with the support they need to live healthier, happier lives.

Brand and Portfolio Strategy

Gain clarity and confidence to shape strategy and maximize brand impact across the full product lifecycle.

Launch Strategy and Management

Achieve launch excellence with a proven partner. Maximize launch performance and realize full market potential.

Established Brands Optimization

Defend market share and maximize value with proven approaches for established brands across global markets.

Real World Evidence. Real Confidence. Real Results.

Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.

REAL WORLD EVIDENCE OVERVIEW

Real World Evidence

Real World & Health Data Sets

Global real world data exploration at your fingertips enables critical insights across the product lifecycle.

Medical Affairs

Access end-to-end Medical Affairs solutions to plan, generate, and disseminate trustworthy medical evidence.

Health Communications

Deliver communications that engages stakeholders, advances healthcare and improves lives.

Health Data Apps & AI

Streamline research process and gain access to real world data discovery with the largest agnostic health data catalog.

Health Data Transformation

Accelerate disparate health information into insight-rich, value-driving data transformation at scale.

Identify the right study design to answer your research questions with unparalleled data, technology, AI and analytics.

Evidence Networks

Access global evidence networks to connect data, technology, and analytics for broader study options and collaboration.

Health Economics & Value

Generate the evidence you need to go from research to market, overcome regulatory hurdles, or support payer approval.

Regulatory and Safety

Explore options with innovative RWE study approaches to prove your product’s safety and effectiveness.

Natural Language Processing

Extract insights at scale from unstructured text with IQVIA’s advanced NLP platform—fast, accurate, proven.

Real World Evidence Library

Explore our Real World Evidence Library for the latest approaches to answer clinical, regulatory, and commercial questions.

Service driven. Tech-enabled. Integrated compliance.

Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.

COMPLIANCE OVERVIEW

Safety & Regulatory Compliance

Safety Pharmacovigilance

Pharmacovigilance powered by human expertise and advanced technology to deliver speed, accuracy, and global compliance.

Regulatory Compliance

Regulatory solutions blending human expertise and technology to cut complexity, cost, and risk across the lifecycle.

Quality Compliance

Break down quality and compliance silos with integrated software and services across the full product lifecycle.

Medical Information

Medical information delivered by skilled professionals and innovative technology for quality, scalable support worldwide.

Commercial Compliance

Experienced teams and advanced technology deliver scalable, transparent, and reliable commercial compliance.

Patient Centricity

Discover how patient-focused insights and solutions drive better outcomes across the healthcare ecosystem.

Patient Centricity OVERVIEW

Patient & Site Centered Solutions

Accelerate clinical trials by aligning patient and site needs at every step of the process.

Patient Engagement Suite

Connect with patients through integrated technology that improves engagement and participation.

Patient-Centered Solutions

Design outcome measures that reflect the patient experience and strengthen clinical evidence.

Electronic Clinical Outcome Assessments (eCOA)

Capture high-quality patient data digitally to streamline reporting and improve accuracy.

Patient Registries

Generate real-world insights by systematically capturing patient outcomes, experiences, and disease progression over time.

Health Research Space

Enable secure, collaborative access to real-world data to accelerate research and evidence generation.

Addressing Social Determinants of Health

Uncover and analyze social factors that impact patient outcomes to drive more equitable care strategies.

Patient Engagement and Support

Create connected programs that help patients access, start, and stay on therapy.

AI-Driven Patient Journey

Use advanced analytics to understand patient behaviors and optimize engagement across the care journey.

AI Patient Experience Platform

Deliver personalized, technology-enabled experiences that improve patient satisfaction, adherence, and outcomes.

Harness technology for a healthier world.

IQVIA Technologies helps life sciences accelerate innovation to make a greater impact on human health. Our transformative technologies harness intelligence, integrate industry leading data and analytics, and use advanced AI/ML capabilities to unleash business potential faster.

TECHNOLOGIES OVERVIEW

Technologies

Increase transparency, improve communications and reduce administrative burden of your clinical trials from start to finish.

Simplify trials with a solution that improves operations, elevates experience, and drives better patient outcomes.

Clinical Trial Financial Suite

AI-powered platform unifying budgeting, contracting, forecasting, and payments for streamlined clinical trial financial management.

Streamline pharmacovigilance with AI-powered automation, global expertise, and real-time safety insights.

Quality Management and Regulatory Suite

Streamline global QA/RA processes with AI-enabled QMS & RIM for compliance, efficiency, and faster market access.

Partner Programs

Join our partner ecosystem to build alliances, drive business value, and create mutually beneficial relationships.

Language Solutions

Connect global content and intelligence to accelerate better outcomes for patients worldwide.

Commercial Compliance

Work with compliance experts to create and manage processes ensuring global regulation compliance.

IQVIA AI

With AI designed specifically for life sciences, experience new levels of productivity, efficiency, automation, and intelligence

IQVIA AI OVERVIEW

IQVIA AI

Revolutionize workflow automation and enable new workforce capacity.

IQVIA.ai Platform

Work more efficiently, make better decisions and scale AI responsibly across clinical, commercial and real-world operations.

IQVIA Life Science Models

Test key decisions before you act. Simulate patients, studies and markets to reduce risk and move with confidence.

IQVIA Healthcare-grade AI®

The life sciences industry requires AI engineered to meet a higher level of precision, speed and trust.

AI Insights & Thought Leadership

Explore our latest thinking on AI topics, trends, and emerging capabilities.

Responsible AI practices are essential to delivering trusted results and improving patient outcomes.

IQVIA AI Assistant

Get instant insights from a powerful conversational interface.

The IQVIA difference

IQVIA Connected Intelligence™

IQVIA Healthcare-grade AI®

Making an Impact

CLINICAL PRODUCTS

Planning Suite Grant Plan Site Suite Clinical Trial Payments Investigator Site Portal One Home for Sites Patient Engagement Suite Electronic Clinical Outcome Assessment (eCOA) Interactive Response Technology (IRT) Clinical Data Analytics Solutions

COMMERCIAL PRODUCTS

Information Management Launch Strategy & Management Pricing & Market Access Brand Strategy & Management Promotional Engagement Patient Insights for HCP Engagement Alerts & Triggers Orchestrated Analytics Next Best Action Patient Engagement and Support

COMPLIANCE, SAFETY, REG PRODUCTS

IQVIA Vigilance Platform Commercial Compliance Regulatory Compliance SmartSolve® RIM Quality Compliance SmartSolve eQMS Safety & Pharmacovigilance

REAL WORLD PRODUCTS

Real World & Healthcare Data Health Data Apps & AI Analytics Research Accelerator Expert Ecosystem AI Patient & HCP Profiling- Commercial AI Patient & Provider Profiling- Med Affairs AI Patient & HCP Profiling- Healthcare Natural Language Processing Market Access Insights Direct-to-Patient Research

Explore our AI products and services

IQVIA Healthcare-grade AI®

Innovation at IQVIA

At IQVIA our foundation is built on innovation. We are committed to finding new and smarter approaches to solving customer challenges. Explore some of the latest ways we can help drive your results.

IQVIA Life Science Models

Test your biggest clinical and commercial decisions before you make them. Simulate patients, studies and markets so you can choose stronger options, avoid costly rework and move forward with confidence.

Explore IQVIA Life Science Models

IQVIA Predictive Clinical Development

Most delays can be predicted long before first patient in. Predictive Clinical Development helps you identify and remove risk early, prevent delays, and accelerate the path from planning to delivery.

Explore IQVIA Predictive Clinical Development

IQVIA.ai Platform

Work more efficiently, make better decisions and scale AI responsibly across clinical, commercial and real-world operations.

EXPLORE IQVIA.AI PLATFORM

IQVIA Medical Reasoning LLM

“Med-R1 8B” is built to empower healthcare and life science organizations, enhance decision-making, and ultimately transform patient outcomes.

Explore IQVIA Medical Reasoning

Insights & Thought Leadership

Explore insight libraries dedicated to the latest topics & trends in life sciences and healthcare.

THE IQVIA INSTITUTE

An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.

SEE LATEST REPORTS

International Thought Leadership

IQVIA thought leadership with perspectives across the globe

U.S. Thought Leadership & Innovation

IQVIA thought leadership & innovation with perspectives on the U.S. market

Latest thinking on AI

Explore AI topics, trends, and emerging capabilities

INSTITUTE REPORT

Global Trends in R&D 2026

WHO WE ARE

Our Story Our Impact AI for Life Sciences Commitment to Global Health Code of Conduct Sustainability Privacy Executive Leadership

NEWS & RESOURCES

Newsroom Events & Webinars Industry Analyst Reports Our Locations

Investor Relations

Quarterly Results Press Releases Events Governance Documents Investor FAQs

INVESTOR RELATIONS

Visit our investor relations site for more information.

IQVIA Careers

Overview Our Company Culture Benefits Life at IQVIA Blog

Featured Careers

Clinical Research Technology & Analytics Consulting Interns Clinical Research Associates AI & Machine Learning

Stay Connected

Global Talent Network IQVIA Alumni Network View Open Roles

WE'RE HIRING

At IQVIA your potential has no limits. We thrive on bold ideas and fearless innovation. Join us in reimagining what’s possible.

Podcast

AI for R&D: Episode 9 | Agentic AI for Clinical Trials

Jun 17, 2025

Library
AI for R&D: Episode 9 | Agentic AI for Clinical Trials

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© 2018-2026. All rights reserved. IQVIA® is a registered trademark of IQVIA Inc. in the United States, the European Union, and various other countries.
HEALTHCARE-GRADE AI® is a registered trademark of IQVIA Inc. in the United States.

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