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MAIN/Solutions
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SOLUTIONS
  • Research & Development
  • Real World Evidence
  • Commercialization
  • Safety & Regulatory Compliance
  • Technologies
LIFE SCIENCE SEGMENTS
HEALTHCARE SEGMENTS
THERAPEUTIC AREAS

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 Overview
Research & 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 OVERVIEW
Real 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 OVERVIEW
Commercialization 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 OVERVIEW
Safety & 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 OVERVIEW
Technology Quick Links
MAIN/Products
Products/
CLINICAL PRODUCTS
COMMERCIAL PRODUCTS
COMPLIANCE, SAFETY, REG PRODUCTS
REAL WORLD PRODUCTS

CASE STUDY

"Data in a Day

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MAIN/Insights
Insights/
BLOGS, WHITE PAPERS & CASE STUDIES

Explore our library of insights, thought leadership, and the latest topics & trends in healthcare.

DISCOVER INSIGHTS
THE IQVIA INSTITUTE

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

SEE LATEST REPORTS

INSTITUTE REPORT

"Global Trends in R&D 2024

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EMEA Insights

"IQVIA thought leadership with a focus on EMEA.

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WHITE PAPER

"DCTs Deliver Big ROI

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WHITE PAPER

"Capturing value at scale: The $4 billion RWE imperative

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MAIN/About
About/
FEATURED INNOVATIONS
  • IQVIA Connected Intelligence™
  • IQVIA Healthcare-grade AI™
  • Human Data Science Cloud
  • IQVIA Innovation Hub
  • Decentralized Trials
  • Patient Experience Solutions with Apple devices
WHO WE ARE
NEWS & RESOURCES

INVESTOR RELATIONS

"Visit our investor relations site for more information.

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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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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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MAIN/Careers
Careers/
WORKING AT IQVIA

Our mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.

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LIFE 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.

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MAIN/Contact Us
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AI GOVERNANCE

Committed to the responsible use of AI

Delivering on the promise of IQVIA Healthcare-grade AI™ means applying robust AI governance principles every step of the way, no matter what kind of AI we’re using, to ensure optimal and responsible impact.
Solutions Featured Innovations IQVIA Healthcare-grade AI™ AI Governance

Setting the standard for AI governance

Ensuring responsible AI practices in healthcare is critical to the impact AI can have on patient well-being, treatment outcomes, and the overall integrity of healthcare systems. A consistent and dedicated approach to AI governance is essential.

IQVIA is committed to effectively addressing concerns around bias, transparency, accountability, and ethics to deliver a uniform approach to AI, backed by a standardized, ethical framework that guides development and deployment of AI across our portfolio.

Responsible AI

We work with partners globally to responsibly advance AI

Dedicated to privacy, security, trust

Protecting patients and organizations is our priority. We have internal teams advising on and dedicated to ensuring the highest standards of privacy.
View our Code of Conduct

Commitment to regulatory alignment

We work with organizations like the World Economic Forum to help shape global AI policy and regulations and regularly publish materials on best practices.

Driving & adhering to global data standards

Driving data standards across the industry and adhering to standards like FAIR Principles is critical to reliable and responsible use of data.

Contributing to the development of AI

IQVIA is committed to advancing the latest thinking on AI. With an intellectually rigorous approach, we have published more than 200 AI scientific publications to date.
In healthcare, responsible AI practices are more than just ethical imperatives. They are the cornerstones for a future where technology enhances patient care with unwavering integrity.
Zahra Timsah (PhD, MBA, MSc)
Analytics Center of Excellence
IQVIA takes pride in offering the most accurate insights to our customers. Our AI models aim to further enhance the granular and precise nature of these insights, while also ensuring clear explainability and ethical compliance.
Prashant Parab, Senior Vice President, Analytics Solutions
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Our guiding principles

Fairness reduces bias

Fairness is essential to ensuring that AI systems are developed and used without discrimination and bias. This requires constant evaluation and mitigation of any biases identified in the data and algorithms. This ensures that they are suitable for their intended use cases while improving protections for individuals and groups from the negative impacts of bias.

Transparency enhances trust

Transparency in algorithms and data sources facilitates better oversight, scrutiny, and auditability. Our teams make their AI technologies and supporting data sources available to other IQVIA experts for review and follow the four key considerations outlined to the right.

Respect enables privacy

Respect is essential to protecting the rights and values of the individuals or data subjects involved in any assessment. This includes obtaining consent for any analysis of personally identifiable data, confirming the non-identifiability of all de-identified data, and regularly reassessing to ensure ongoing protection of data. Respect for privacy at IQVIA is not limited to AI and extends to all areas of our business.
Learn more about privacy

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Auditability improves performance

Auditability aims to enforce the appropriate structure and processes to allow for rigorous and periodic audits of applications and performance. This facilitates efficient and timely compliance with organizational and regulatory requirements. Lack of auditability may expose AI systems and solutions to additional regulatory scrutiny. Some safeguards employed include:

  • Documentation maintained for algorithms, model and code
  • Algorithm code is source-controlled in a uniform repository
  • Models and visualizations are deployed through approved systems
  • Datasets are versioned
  • All activity on environments is logged and auditable

Healthcare-grade AI™ for a healthier world

Ensuring the responsible use of AI enables us to help improve results, and ultimately make a bigger impact for patients. 

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Pragmatic Application of Healthcare AI Governance
This document explores regulatory frameworks and guidelines for Artificial Intelligence (AI), highlights common foundational principles of best practice, and provides tangible examples of data and analytics management approaches to meet some of these best practice guidelines.
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U.S. Healthcare and AI: Why Data Governance Matters More Than Ever
With the rapid pace at which new AI tools are being used in the workplace, it’s clear that now is the time to institutionalize a new approach that proactively makes data governance a business imperative.
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Article

Real World Evidence and Responsible AI Practices in Healthcare

Building a better healthcare environment
Read now

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Blog
Responsible AI: Exploring IQVIA’s vision on AI governance in healthcare
By: Zahra Timsah
Case Study
Healthcare Insights Through AI and Machine Learning
Case Study
AI-Powered Precise HCP Segmentation Improves Results
Case Study
Improving Patient Profiling and Physician Targeting

How IQVIA Identified 30% More Uncontrolled Asthma Patients for a Respiratory Treatment
Case Study
Improving Patient Identification 95x with AI-Powered Modeling

See how IQVIA leveraged our AI and ML algorithms to help identify high-value HCPs with speed and accuracy
Case Study
AI Case Study – How IQVIA Increased Target Patient Identification 15X

AI-powered modeling increased precision of patient identification by 15x and HCP linkage precision by 10x
Case Study
AI-Powered Modeling Finds Potentially Non-Adherent Patients for Outreach

Precise linkage of over 900 potentially non-adherent patients to HCPs streamlined outreach efforts
Case Study
Increasing Therapy Starts Though AI-Powered Precise Patient Identification

In this client case study, AI-powered patient identification increased therapy starts by 27% within just 5 months
Case Study
Advanced Patient Finding & Disease Modeling
Podcast
Beyond Static Reports – Dynamic Dashboards for Patient-Level Insights

Dynamic reports and dashboards are replacing static reports, and providing answers to questions that go beyond the original report.

Podcast
How AI and Real World Data are Reshaping Medical Affairs

Leveraging insights made possible by AI technology, Medical Affairs professionals are fostering better connections with healthcare professionals.
Fact Sheet
IQVIA NLP Platform for Quality Measures

Combining Healthcare-Grade AI with clinical expertise to transform and expedite medical record review by 10x-100x, maximizing efficiencies across your team.

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