RWD/RWE Services

  • Evidence strategy & study planning (hypothesis generation, SAP development) 
  • Data source strategy and acquisition across RWD sources (claims, medical records, registries, pharmacy, labs, PRO) 
  • Ingestion, curation, and quality control; data linking and tokenization 
  • Standardization of RWD to CDISC (SDTM/ADaM) where required  
  • Real-world evidence analytics (including comparative effectiveness, treatment patterns, safety signal detection)
  • External control arms to augment randomized controlled trial (RCT) evidence 
  • Visualization and reporting for submissions, HEOR dossiers, manuscripts, and dashboards 

We operate without silos. Cross-functional experts from clinical, medical affairs, market access/HEOR, and commercial teams contribute to each engagement, ensuring the real-world evidence analytics answers the right question. Our team are source-agnostic data strategists: We evaluate claims, EHR/EMR, pharmacy, CRM/CDM, and PRO to select the data (or blend) that best fit the objective rather than forcing a single dataset.  

Ephicacy’s RWE expertise is built on a strong foundation of standards-driven design, ensuring consistency, traceability, and regulatory alignment across large, multi-source real-world datasets. We deliver solutions engineered for scale and security, enabling high-volume data processing, controlled access, and compliant analytics environments for real-world insights.

As real-world evidence increasingly appears alongside trial data in submissions, your needs can shift quickly. We support project-based work, FSP delivery, and analytics-on-demand, backed by experience with long-term client relationships of 7+ years. Our workflow spans from hypothesis to report generation, so engagements can start anywhere and scale as priorities evolve. 

Ephicacy turns complex data into clear decisions with real-world evidence analytics grounded in standards, expertise, and seamless execution.

Experience the EPHICACY EFFECT