Veradigm Network EHR Data

Veradigm Network EHR Data is a real-world data (RWD) solution purpose-built for life sciences research. It provides access to over 150 million de-identified patient records sourced from multiple electronic health record (EHR) systems within the Veradigm Network, covering a five-year period from Q3 2020 to Q2 2025. The dataset spans single providers to large integrated delivery networks (IDNs), urban and rural practices, and primary care as well as major specialties, representing a broad geographic, demographic, and social cross-section of the patient population.

A core differentiator of the product is its use of proprietary natural language processing (NLP) models to extract meaningful clinical elements from unstructured and semi-structured data sources such as clinical notes — data that accounts for approximately 80% of critical patient information. Veradigm's data scientists and clinicians continuously evaluate these NLP models, achieving accuracy rates of 93% and higher. The resulting enriched dataset supports research into therapeutic decisions, disease progression, and patient outcomes across diverse populations.

Key Data Characteristics

• NLP-enriched EHR data: Proprietary NLP models extract clinical insights from unstructured data that traditional structured data methods typically miss.
• Nationally representative: Covers multiple regions, payer types, and demographic groups.
• Longitudinality and near real-time access: Supports retrospective and prospective studies; data is refreshed nightly, weekly, or monthly to enable patient tracking over time.
• Patient tokenization and flexible integration: Enables patient journey mapping by linking data across providers and third-party data sources for fit-for-purpose solutions.
• Regulatory-grade and research-ready: Data is standardized, de-identified, and statistically certified to meet research and regulatory standards.
• Data originator advantage: Direct relationships with healthcare providers and a patient engagement platform allow for prospective and retrospective data collection, data clarification, and expert curation and interpretation.

Research Capabilities

• Streamlines workflows by reducing time spent managing fragmented or inconsistent data from disparate EHR sources.
• Accelerates research timelines using data curated and harmonized directly from the point of care.
• Provides access to diverse insights drawn from geographic, demographic, and social variation within the Veradigm Network.
• Supports outcome studies, safety research, comparative effectiveness measurement, and patient care analysis.
• Enables licensing of targeted patient cohorts defined by diagnosis, treatment, and demographics, or licensing of the full Veradigm Network EHR dataset.

Therapeutic Area Coverage

• Cardiovascular
• Central Nervous System
• Immunology
• Metabolic
• Respiratory
• Dermatology
• Endocrinology
• Gastroenterology
• Hepatology
• Infectious Disease
• Nephrology
• Orthopedics
• Pediatrics
• Mental Health
• Rheumatology
• Ophthalmology
• Urology

Social Determinants of Health (SDOH) Data

• NLP-enriched SDOH data — including factors such as income and education — is available to support deeper research insights.
• Supports analysis of how social factors influence health outcomes, treatment effectiveness, and disease progression.
• Enables identification of underserved populations and assessment of disparities in care.
• Facilitates epidemiological studies linking social conditions with disease outcomes.
• Informs drug development by providing insight into how social factors affect drug efficacy and safety across diverse populations.

Veradigm Network EHR Data is available for licensing through Veradigm's life sciences offering. Researchers can request patient counts to define cohorts in collaboration with Veradigm's real-world data experts. The product sits within a broader suite that also includes real-world evidence analytics and point-of-care marketing solutions.