Accelerate time to insight

Bring disparate health data together and:

  • Automate processes to extract, integrate, protect, enrich, and harmonize your health data
  • Transform heterogeneous sources of patient data into insight-rich, value-driving data

Patient Data Focus

Unmatched breadth and depth in ontologies to curate, enrich and transform patient clinical data



Platform flexibility & modularity to integrate within your existing data environment


Proven at Scale

Award-winning technologies, showcasing IQVIA's global expertise in making data usable at scale to drive better outcomes


Healthcare data transformation challenges

Most healthcare data, particularly longitudinal EMR and unstructured data, is highly complex and was not collected for the purpose of research. In order to create insightful analytical output, it must first be transformed.

Key Challenges:
  • Multiple heterogenous data sources and formats
  • Large volumes of unstructured data
  • Inconsistent and large number of variables, definitions and reference ontologies
  • Complex high dimensional data
  • Changing regulatory requirements
  • Wasting time and money working on manual and repetitive data transformation tasks that deliver little to no impact

IQVIA’s Health Data Transformation Platform

Turn your disparate health data into important insights

With IQVIA’s comprehensive data solutions and expertise you can extract, structure, normalize, de-identify and transform your disparate data sources into analytics-ready output. Empowering your teams to concentrate on analysis, gain novel insights and deliver business value to improve drug development, population-level analysis, improved health data management, healthcare delivery, and patient outcomes.

Our Comprehensive Data Transformation Capabilities

Data Privacy

Are you looking to leverage the increasing value of sensitive data assets without running afoul of statutory regulations or the trust of key stakeholder?

With IQVIA, you can safely de-identify and anonymize health data to the highest standard, while preserving its utility. Get a statistical, evidence-based approach to data privacy protection and turn your most sensitive health information into a powerful asset.

Personal Information

De-identify and/or anonymize, driving safe, useful data

Safely reuse and share data, prove compliance

Efficiency. innovation, revenue, reputation

Natural Language Processing​

Are you finding it challenging to extract insights from huge amounts of disparate unstructured and semi-structured data?

IQVIA’s Natural Language Processing (NLP) offers an exceptional combination of flexibility, scalability and data transformation power. Effectively address the challenges of analyzing textual data to support your organizational goals.

Unstructured & semi-structed data e.g. EHR, Healthcare Data

Normalize & categorize data with NLP

Drive analytics, visualize, integrate

Increase speed to insight, unlock high-value data at scale

Automated OMOP conversions for analysis-ready data​

Standardized data ensures you can run standard analytics. OMOP is a CDM (Common Data Model) that standardizes longitudinal patient data for observational research. But traditional OMOP data conversions rely on one-off scripts, are highly technical, slow and expensive.

Picture a world where instead you can automate the OMOP conversion process to get analysis-ready data, maximizing value from your data assets.

Non-standard longitudinal patient data (eg, EHR, claims database)

Automate data conversion to OMOP standard format

Perform analytics, commercialize data, collaborate in federated research

Efficiency, innovation, revenue, reputation

EMR Data Curation

Many EMR data sources are siloed and decentralized, which makes it very challenging to gain valuable insights across different data sources and countries.

The IQVIA EMR curation process manages & curates highly complex, longitudinal, clinically rich EHR data sets to help you deliver faster insights on multiple disparate data sources, across different data sources and regions, languages and compliance requirements.

Raw EMR data from disparate sources & formats

Automate curation

Normalize and standardize data

Analytical ready data lets you focus on your question

Get Faster Answers – Automate Your Data Transformation
Many organizations spend 80% of their time manually cleaning data. There’s a better, easier way. Read this case study to learn how IQVIA’s Health Data Transformation Platform can automate your data transformation, turning disparate, heterogeneous sources into insight-rich, value-driving data, leaving more time for insight generation.
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