Real-World Evidence Analytics Platform

The Veradigm Real-World Evidence (RWE) Analytics Platform is a software-as-a-service application designed for life science and clinical research organizations that need to explore and analyze electronic health record (EHR) data at a granular level. The platform follows Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) standards, enabling transparent and efficient generation of real-world evidence. It is intended for use alongside data sourced from the Veradigm Network and supports both bring-your-own-data scenarios and direct access to Veradigm Insights data.

The platform provides near real-time analytics, cohort building, and data visualization capabilities. It is formally validated and standards-based, allowing analysis to be completed in minutes to hours rather than days to weeks.

Core Capabilities

• Run analysis on patient populations in minutes using a cohort builder and vocabulary mapping tools
• Create reusable patient cohorts with terminology consistency across data sources
• Deliver repeatable retrospective studies, including reusable cohorts and health events
• Conduct analysis on any dataset in the OMOP CDM, including Veradigm Network EHR data
• Access a repository of Analysis Applications to understand how a product is being used in the real world
• Produce visual, interactive output from executed analyses

Workflow Steps

1. Identify patient to analyze: Select patients using the cohort builder and vocabulary mapping tools.
2. Visualize your data: Use data visualization tools to explore and conceptualize data; visualizations work automatically with any connected dataset.
3. Choose analyses to run: Select from the repository of Analysis Applications to understand real-world product usage; analysis runs within minutes to hours.
4. Generate your evidence: Execute analysis, produce results in minutes, and explore visual, interactive output to gain clinical insights.
5. Collaborate and share: Collaborate in real time on study protocols and definitions, and disseminate results to relevant stakeholders.
6. Ask an expert: Connect directly with a Veradigm scientist for assistance with database selection, cohort definition, analysis methodology, results interpretation, or other analysis-related questions.

Real-World Data Source: NLP-Enriched Veradigm Network EHR Data

• Access to over 150 million patient records, including structured and unstructured data from a network of ambulatory EHR systems
• Nationally distributed patient population that is geographically, demographically, and socially diverse
• Natural Language Processing (NLP) applied to extract clinical insights from unstructured and semi-structured data into structured tables
• Flexible data delivery and integration with other data sources, enabling researchers to create tailored, fit-for-purpose datasets
• Supports identification of unmet medical needs, clinical trial optimization, regulatory submission evidence generation, and post-launch safety and efficacy monitoring

Real-World Evidence Services

• Support for epidemiology, health economics and outcomes research (HEOR), and market access initiatives
• Retrospective study types include: comparative effectiveness research, treatment patterns and adherence, healthcare resource utilization, burden of disease and quality of life, physician notes/NLP analysis, and bespoke data linkages
• Prospective study types include: safety studies, custom clinical registries, clinical trial support, clinical measure enhancement, and patient reported outcomes (PROs) and patient surveys
• Dedicated RWE expert team including researchers, analysts, programmers, and subject matter experts
• Adherence to HIPAA and industry standards for secure and ethical data management
• Track record of publications in peer-reviewed journals and industry conferences

Licensing and Access

• Available under subscription or project-based pricing models
• Free trial option available upon request
• Licensing options can be discussed directly with Veradigm

The platform is deployed as a SaaS application and is compatible with any dataset conforming to the OMOP CDM standard. It integrates with Veradigm Network EHR data and supports connection to custom or third-party datasets. The broader Veradigm ecosystem also includes Digital Health Media for point-of-care provider engagement and AI-powered outreach tools that combine NLP-enriched real-world data with embedded EHR media channels.