Regulatory-ready, real-world data
Structured EMR, closed claims and standardized labs
Structured EMR and closed medical and pharmacy claims across Medicare, Medicare Advantage, Medicaid, and commercial payer models, enriched with standardized labs, mortality, and social determinants across 15 years of continuous history.
Unstructured clinical notes at scales
Billions of clinical notes capture the 70% of clinical knowledge no code does — interpretation, prognosis, treatment response, and discontinuation reasons — each traceable to its source site, clinician, and document type.
NLP-structured variable extraction
Clinically meaningful variables are extracted from de-identified notes with algorithm version, fill rates, and validation windows documented for every field, making the model behind each variable inspectable and reproducible.
Fit-for-purpose therapeutic area for RWD products
The regulatory-ready EMR, claims, and labs foundation is deepened with variables extracted from clinical narrative, producing a dataset complete enough to answer your study objective with every required endpoint included.
Clinical data joined to the economics of care
Total cost of care is linked to the same patients, so every piece of evidence carries not just the clinical outcome, but what that care costs to deliver.
Regulatory-ready provenance and audit-ready lineage
Provenance and lineage metadata are captured at every site and source under NCQA Data Aggregator Validation, so every value Arcadia delivers traces back to the source system and authoring clinician.
Regulatory-Ready RWD, Connected at the Source
live feeds & connectors across EHR, claims, lab, and pharmacy
clinical notes
years of historical depth
What Sets Our RWD Apart
Embedded, not licensed
Arcadia sits inside 45+ health systems through direct, first-party relationships, seeing clinical intent as it’s written, not layered on top of claims or reconstructed after the fact.
Coverage-first, not gap-filled
Notes are never dropped for a missing patient or encounter link; disagreement is left transparent, not guessed.
Full provenance and audit trail
Every element traces back to its originating clinical note, claim, or lab result.
One governed dataset across the lifecycle
Not a point-in-time export.
