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IQVIA TECHNOLOGIES

"Harness technology for a healthier world.

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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
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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
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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
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Service driven. Tech-enabled. Integrated compliance.

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

COMPLIANCE OVERVIEW
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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.

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CLINICAL PRODUCTS
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REAL WORLD PRODUCTS

CASE STUDY

"Data in a Day

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BLOGS, WHITE PAPERS & CASE STUDIES

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

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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 2023

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Webinar

"Global Consumer Health Trends 2023 Webinar Series

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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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FEATURED INNOVATIONS
  • Connected Intelligence
  • AI & Machine Learning
  • Human Data Science Cloud
  • IQVIA Innovation Hub
  • Decentralized Trials
  • Genomics
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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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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.

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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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NLP Data Factory

Mobilize your textual data with enterprise NLP extraction at scale

Structured data only contains a fraction of available insights, but your time is too valuable for searching and sifting through text. The IQVIA NLP Data Factory accurately surfaces and normalizes features of interest at scale to deliver comprehensive value across your organization.
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Solutions Real World Evidence Health Data Transformation NLP Data Factory
NLP Data Factory
The NLP Data Factory is driving our predictive models and decision making on a daily basis
DIRECTOR, LARGE US INSURANCE COMPANY

There’s more to your data than meets the eye

Most life science and healthcare organizations leave 80 percent of potential insights untapped, locked away in unstructured and semi- structured formats. There is valuable context hidden in these sources that you can’t afford to ignore. Transform efficiency and productivity across the organization with reproducible extraction, enrichment, and delivery of critical data.

Empower your enterprise with NLP

Manual abstraction of vast amounts of data is unsustainable, and niche point solutions can’t extract and integrate information across multiple business areas. Enterprise NLP workflows solve this by:

  • Mobilizing value at scale from the key data your organization has generated or invested in
  • Automating enterprise NLP workflows to process and normalize data from millions of documents an hour across business lines
  • Scaling easily and efficiently to add new use cases to the robust NLP Data Factory pipeline
  • Delivering ready-to-use data that close gaps in existing knowledge, surface important context, and support better informed decision making
  • Freeing up time spent gathering and sorting information so you can focus on strategy and initiatives that will propel your business
IQVIA NLP by the numbers

8 million +

documents processed per hour using NLP

IQVIA NLP by the numbers

12x faster

clinical endpoints extraction

IQVIA NLP by the numbers

95-99% accuracy

identifying Real World outcomes in heart failure patients

IQVIA NLP by the numbers

Up to 99% reduction

in chart review required to identify one patient with a specific condition

IQVIA's Expertise

200x faster

200x faster phenotype curation

Intelligent text ETL, designed for your needs

  • Award winning NLP connects to diverse sources and outputs to a wide range of standard formats
  • Embedded optical character recognition means no scanned text is left behind
  • Seamless integration into existing workflows
  • Deployable on-premise, in cloud environments, or in a hybrid implementation
There are so many uses of unstructured data that NLP must be a core competency. This technology has accelerated our adoption of NLP across multiple business areas without needing to hire high-cost AI/NLP experts.
DIRECTOR, LARGE US HEALTH PLAN

Optimized for deployment at scale

  • INDUSTRY-PROVEN NLP TECHNOLOGY
    IQVIA NLP technologies combine machine learning, terminology matching, relationship identification, and more to ensure textual data is standardized to the highest possible accuracy.
  • FLEXIBLE NLP FRAMEWORK
    IQVIA NLP query engines allow new modules to be seamlessly dropped into the NLP Data Factory.
  • FAST, SCALABLE ARCHITECTURE
    An internal orchestration component of the NLP Data Factory parallelizes incoming data, ensuring that scaling matches the availability of resources.
  • EASY DEPLOYMENT VIA KUBERNETES
    The full system is deployed using Kubernetes or equivalent, allowing for simpler installation, easier service monitoring and automated scaling.
  • INTEROPERABILITY VIA METADATA
    NLP Data Factory automates consistent and standardized metadata creation to increase the interoperability and usefulness of documents.
Server room interior in datacenter

IQVIA NLP Data Factory

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Analytics, insights and dashboards

NLP Insights Hub

See how you can empower business users to focus on key organizational initiatives without spending valuable time gathering and sorting through information.
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THE LATEST INSIGHTS FROM OUR EXPERTS

White Paper
Navigating new large language models in healthcare NLP
Case Study
Big Data Analytics For Population Health

With the IQVIA NLP Data Factory, healthcare payers can extract member insights from unstructured big data to improve population risk stratification
Fact Sheet
Automate and Accelerate Health Data Transformation

Rapidly convert disparate data into actionable insights.
Webinar
How to achieve precision medicine – from patient to population – with NLP
March 30, 2022

In this webinar, you will learn how Linguamatics NLP is being used to transform unstructured source data into clinical and research decision support insights for rare diseases, oncology and cardiology at some of the leading healthcare organizations.
Blog
Domain Expertise and NLP Data Factory are a Winning Combination in the Crowded AI Field
Blog
Extraction and enrichment of textual data at scale has arrived. What can the NLP Data Factory do for you?
By: Dr. Calum Yacoubian
Fact Sheet
IQVIA Natural Language Processing (NLP) Data Factory

Deliver comprehensive, systematic value from textual data across your organization
Blog
NLP Insights Hub Unlocks Dark Data, the Analytics Blind Spot You Never Knew You Had
By: Hywel Evans
Video
IQVIA NLP Data Factory

Mobilize your textual data with enterprise NLP extraction at scale

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