Most chronic-care pathways are not held back by missing data. They are held back by data that exists in three systems and is reconciled in zero. Walk any care pathway end-to-end and you will find the same shape: a moment of intake, a recurring measurement loop, an event-driven escalation, a quarterly review. At every transition, structured data has to move between people who use different software with different vocabularies. That handoff is where pathways break.
Small features that close big gaps
A shared identifier for the patient pathway, not just the patient — so a heart-failure episode and a kidney follow-up do not collide.
A typed event stream rather than free-text notes for status changes — so triage rules can act on them.
A "last known intent" field on every measurement — so an alert does not fire because a patient was deliberately skipping a dose.
A FHIR-aligned export at any moment — so the data leaves the platform as easily as it entered.
Why FHIR is not optional
Picking a proprietary data shape today guarantees a painful migration later. FHIR is not perfect, but it is the lingua franca that hospital IT, lab systems, and payer rails already speak. Building on it removes a class of integration risk that nothing else removes.