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.

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

12,000+ documents

processed per second using NLP

IQVIA NLP by the numbers

12x faster

clinical endpoints extraction

IQVIA NLP by the numbers

95% accuracy

extracting symptoms of worsening heart failure in patients, using NLP

IQVIA NLP by the numbers

Up to 99% reduction

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

IQVIA's Expertise

70x faster

70x faster phenotype curation with NLP

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.

IQVIA NLP Data Factory

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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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NLP Data Factory

Mobilize your textual data with enterprise NLP extraction at scale