Study Design
Use emerging data sources and advances in evidence methods to demonstrate product value and safety.
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
- Public Health and Government
- Patient Associations
- Payers
- Providers
THERAPEUTIC AREAS
- Cardiovascular
- Cell and Gene Therapy
- Central Nervous System
- GI & Hepatology
- Infectious Diseases and Vaccines
- Oncology
- Pediatrics
- Rare Diseases
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Impacting People's Lives
"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.
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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
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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Connected Intelligence
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AI & Machine Learning
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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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Genomics
WHO WE ARE
- Our Story
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- Commitment to Public Health
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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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AI & Machine Learning with a healthcare IQ.
Artificial intelligence is accelerating opportunities. Realizing the benefits for healthcare requires the right expertise. Together, we can solve the problems of today, and drive the breakthroughs of tomorrow.
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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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Unlock the power of genomic research.
IQVIA enables genomic research via global access to a network of genomic-clinical data, proprietary technologies that enable federated analytics, and therapeutic area & bioinformatics expertise to help you answer your most pressing research questions.
LEARN MOREWORKING AT IQVIA
Our mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.
LEARN MORELIFE AT IQVIA
Careers, culture and everything in between. Find out what’s going on right here, right now.
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WE’RE HIRING
"Improving human health requires brave thinkers who are willing to explore new ideas and build on successes. Unleash your potential with us.
SEARCH JOBSWhite Paper
Precision medicine in the real world: A strategic AI/ML approach to identify & segment sub-populations
How an AI driven platform helps rapidly determine which sub-populations are likely to respond positively to a treatment or vaccine.
Oct 27, 2020
Demand for targeted precision medicines and the pressure to develop vaccines in record time are two important and intertwined trends – but they both face the same challenge: proving these products will be safe and effective for patients in the real world based on limited clinical data. This paper explores the unique challenges that pharma companies face in bringing these treatments and vaccines to market, and how using AI/ML platforms can improve outcomes, support label expansions and payer support, and help them establish a competitive advantage in a crowded marketplace.
Related solutions
Regulatory and Safety
From concept to market, we can meet your ever-increasing needs in regulatory, safety and compliance.
Real World Evidence
IQVIA is using vast quantities of data in powerful new ways. See how we can help you tap into information from past trials, patient reported outcomes and other sources to accelerate your research.
AI & Machine Learning
Learn how unparalleled data, domain expertise, and technologies enable AI-powered solutions that are purpose-built for healthcare.
Sub-population Optimization and Modeling Solution
Use machine learning-driven analytics to help identify promising patient subgroups, potentially preserving your investment and ensuring valuable therapies reach patients.
Consulting
Discover unrealized connections and manage your product across the entire lifecycle, from research and development, compliance to launch and commercialization.