Normalize. Unify. Make It Usable.
Healthcare data is fragmented across dozens of systems and formats — EHRs, faxed PDFs, scanned images, CCDAs, HL7 messages, and free-text notes. The Data Layer ingests it all, de-duplicates patient records, converts every format, and outputs clean, standardized FHIR R4 resources. This is the foundation that makes clinical intelligence possible.
Understand. Reason. Enable.
Clean data alone isn’t intelligence. The AI Layer transforms normalized FHIR data into queryable clinical knowledge by adding medical ontologies, semantic embeddings, and clinical NLP. This is the layer that understands what a “medication change” means, why a lab result is clinically significant, and how a research finding applies to a specific patient. It enables any application — yours or ours — to query health data in natural language.
Intelligence Meets Workflow.
This is where clinical intelligence becomes clinical action. The App Layer delivers production-ready applications — starting with RISA — that physicians use inside their EHR every day. Chart review, patient-contextualized research, clinical decision support, and agentic task execution. Every application is powered by the Data and AI layers below, so it works with the full patient picture from day one.
