Defensible Data & AI
Secure your platforms and products to drive insights from AI and accelerate healthcare transformation.
SOLUTIONS
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Research & Development
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Real World Evidence
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Commercialization
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Safety & Regulatory Compliance
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Technologies
LIFE SCIENCE SEGMENTS
HEALTHCARE SEGMENTS
- Information Partner Services
- Financial Institutions
- Global Health
- Government
- Patient Associations
- Payers
- Providers
THERAPEUTIC AREAS
- Cardiovascular
- Cell and Gene Therapy
- Central Nervous System
- GI & Hepatology
- Infectious Diseases & Vaccines
- Oncology & Hematology
- Pediatrics
- Rare Diseases
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Obesity
"Advancing obesity and obesity-related trials with patients at the center of development.
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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 OverviewResearch & Development Quick Links
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 OVERVIEWReal World Evidence Quick Links
See markets more clearly. Opportunities more often.
Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.
COMMERCIALIZATION OVERVIEWCommercialization Quick Links
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 OVERVIEWSafety & Regulatory Compliance Quick Links
Intelligence that transforms life sciences end-to-end.
When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.
TECHNOLOGIES OVERVIEWTechnology Quick Links
CLINICAL PRODUCTS
COMMERCIAL PRODUCTS
COMPLIANCE, SAFETY, REG PRODUCTS
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
BLOGS, WHITE PAPERS & CASE STUDIES
Explore our library of insights, thought leadership, and the latest topics & trends in healthcare.
DISCOVER INSIGHTSTHE IQVIA INSTITUTE
An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.
SEE LATEST REPORTSFEATURED INNOVATIONS
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IQVIA Connected Intelligence™
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IQVIA Healthcare-grade AI®
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IQVIA AI Assistant
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Human Data Science Cloud
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IQVIA Innovation Hub
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Decentralized Trials
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Patient Experience Solutions
WHO WE ARE
- Our Story
- Our Impact
- Commitment to Global Health
- Code of Conduct
- Sustainability
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- Executive Team
NEWS & RESOURCES
Unlock your potential to drive healthcare forward
By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.
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IQVIA AI is Healthcare-grade AI
Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. It's what we call Healthcare-grade AI.
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Meet the IQVIA AI Assistant
Your new expert analyst is here. Be at the forefront of data-driven decision-making with a new generative AI tool that enables you to interact with our products and solutions like never before. Get results you can trust, faster.
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Your healthcare data deserves more than just a cloud.
The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.
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Innovations make an impact when bold ideas meet powerful partnerships
The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.
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Proven, faster DCT solutions
IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. Our hybrid and fully virtual solutions have been used more than any others.
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IQVIA Patient Experience Solutions
Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.
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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.
VIEW ROLESWhite Paper
Trustworthy AI/ML for Patient Analytics and Research
Oct 23, 2025
This paper outlines our approach to Artificial Intelligence (AI) and Machine Learning (ML) that withstands today's threat landscape and serves as a blueprint for sustainable innovation. It's how we raise the bar for defensible AI in healthcare applications and beyond, representing a shift from traditional data practices to AI-security as a design feature.