Data Management
Ensure you have access to insights early with connected devices and clean, analysis-ready data
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Americas
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Asia & Oceania
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A-I
J-Z
EMEA Thought Leadership
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
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Middle East & Africa
EMEA Thought Leadership
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Regions
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Americas
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Asia & Oceania
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Europe
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Middle East & Africa
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Americas
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Asia & Oceania
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Europe
Europe
- Adriatic
- Belgium
- Bulgaria
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- Deutschland
- España
- France
- Greece
- Hungary
- Ireland
- Israel
- Italia
EMEA Thought Leadership
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more -
Middle East & Africa
EMEA Thought Leadership
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
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
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THERAPEUTIC AREAS
- Cardiovascular
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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
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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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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 with Apple devices
WHO WE ARE
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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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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 with Apple devices
Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.
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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 JOBSArticle
Ensuring R&D Investments Deliver Maximum Potential
Read the latest article published on Pharmaphorum outlining the notable ways to enhance clinical development strategy and design
Mar 18, 2024
As the drug development landscape becomes more complex, pharmaceutical and biotech companies understand their business strategies have to evolve. This need is putting a spotlight on how clinical trial sponsors are increasingly looking to fine-tune their trial programmes and related strategies as early as possible, to accelerate development efforts with efficiency, cost, and time in mind.
As innovative thinking meets advanced tech-enabled solutions and a breadth of relevant data that is exponentially growing, sponsors can gauge and integrate strategic approaches and scalable tools into research and development efforts like never before. Below are several noteworthy advancements helping sponsors to optimise trial strategy and design.
AI/ML for informed decision-making
Understanding an asset's value in a highly competitive market is critical for trial sponsors, especially biotechs. However, given the breadth of data available to sponsors today, using traditional manual processes to extract insights that guide clinical planning is not possible. Industry stakeholders are now integrating artificial intelligence/machine learning-driven solutions and expertise into clinical strategy planning and design. With access to multiple trusted sources (e.g., trial registries, scientific literature, and toxicology testing databases), AI/ML is helping sponsors sift through and aggregate information and extract meaningful insights for analysis.
These tools generate deep insights and showcase hundreds of thousands of pathways helpful to programme strategy and design. This is why it is critical for solutions to be underpinned by experienced data scientists and AI/ML engineers who understand sponsors' specific questions and can apply that knowledge when building the training models to pinpoint what insights are eventually extracted. With that awareness, sponsors can secure predictive insights for areas important to their programmes, such as:
To read more either download the article or go to https://pharmaphorum.com/rd/ensuring-rd-investments-deliver-maximum-potential-notable-ways-enhance-clinical-development