Connected Patient Care Without an Integration Project Every Time

Every connected-care program eventually runs into the same wall: each new health system means a new integration, a new mapping exercise, and a new six-month timeline.\n\nThe pattern that has held up for us is a strict internal canonical model with thin, replaceable adapters at the edge. Device telemetry normalizes once into FHIR-aligned observations; each site gets an adapter that handles only its own identity resolution, terminology quirks, and transport.\n\nThe discipline this requires is refusing to let site-specific concepts leak inward. The moment a health system's local code appears in the core model, every future integration inherits it.\n\nCurrent onboarding time for a new site: under four weeks, most of it credentialing rather than engineering.