IV
Vision IV of V · Five Visions for the Future of HIEs

Project Living Record

From episodic snapshots to one continuously true patient summary.

Timeline18–30 monthsKey enablerContinuous AI reconciliationBuiltwith HIEs, for HIEs
The problem

Every query reassembles the chaos

Today's longitudinal record is an archaeology project performed at query time: duplicate problem entries coded three ways across two systems, medication lists that disagree, an imaging follow-up flagged in 2019 that no subsequent document closes. Every clinician, and soon every patient agent, excavates the same contradictions from scratch.

Snapshots age instantly. The summary generated for this admission is stale by the next one, and nobody is accountable for keeping the whole picture true.

The vision

What changes

Living Record replaces the episodic snapshot with a continuously curated, always-current patient summary: AI reconciliation running across every connected source, deduplicating, resolving conflicts, closing loops and updating as new documents arrive.

The next clinician, or the patient's own AI advocate, starts from the truth instead of reconstructing it, with every assertion traceable to its source documents.

The architecture

How it works

01

Assemble longitudinally

Gateway-retrieved records from every connected source are merged into a single chronological substrate per patient.

02

Reconcile continuously

AI reconciliation deduplicates entries, resolves coding conflicts, and surfaces genuine clinical contradictions for human attention rather than burying them.

03

Keep it current

Each new document updates the summary at arrival, so “the record” is always this morning's record, not last year's export.

04

Preserve provenance

Every statement in the Living Record links to the source documents that support it, so trust is inspectable, never assumed.

The return

What HIEs gain

A flagship HIE service

The Living Record is a product the HIE offers its participants and its community, built on the network only it possesses.

Clinical safety

Unclosed follow-ups, interaction risks and adherence gaps become visible once the whole record is one reconciled object.

The substrate for agents

Patient AI advocates and clinical copilots need a current, confidence-scored record to be safe; the Living Record is that substrate.

Reduced query burden

Participants stop paying the reassembly cost on every encounter; the network pays it once, continuously.

Cures Gateway's role

Longitudinal assembly and reconciliation already run on Gateway-retrieved records inside the analysis layer. Living Record productises them as a continuously maintained HIE service, governed by the HIE and delivered under its brand.