Clinical intelligence that proves recovery
— not just records it.
CIE is a governed clinical intelligence system. It measures how a patient says their recovery is going, scores it over time, and files the result as auditable evidence — the kind that can stand behind a funded claim. It's the Comfort Index, applied to clinical care.
Built by Design By Zen, an NZ AI lab. Evidence, not confidence.
The shift — measurement is becoming the standard
Funded healthcare is moving toward outcome-based care: showing not just that treatment occurred, but that the patient improved.
In New Zealand, that direction of travel is clearest in ACC's integrated and outcome-based pathways, where Patient-Reported Outcome Measures (PROMs) — the patient's own account of their recovery — are increasingly how outcomes are evidenced.
The clinics that will adapt most easily are the ones already capturing that data as part of care.
What CIE is
CIE — the Clinical Intelligence Ecosystem — is built around the outcome, not the note. Three things make it different from a documentation tool:
It is PROMs-native. Patient-reported measures aren't an add-on; they're the spine of the record. CIE captures the patient's own report of recovery, scores it, and tracks the trajectory over time.
It is governed. Every result carries a consent state and a time-stamped audit trail. The record is built to be checkable — to be shown to be exactly what it claims.
It is not a scribe. A scribe writes down what was said. CIE measures what happened to the patient. (More on that below.)
What CIE does — and where to go deeper
CIE does three jobs. Each has its own page.
Prove the outcome. Capture, score, and file patient-reported recovery as audit-ready evidence — built for ACC's outcome-based direction. → ACC PROMs for physiotherapy clinics →
Give back the hour. PROMs collected by hand are unbillable admin. CIE automates the capture-score-file loop, recovering time the clinic currently loses at the end of every day. → The unbillable admin hour →
Make it auditable. Where ambient AI tools have run ahead of consent and accuracy, CIE treats governance as the starting line — consent state, audit trail, and a clear liability boundary. → Auditable clinical AI →
CIE vs the scribe
AI scribes transcribe the conversation. CIE proves the outcome.
AI scribe | CIE |
|---|---|
Documentation | Outcome proof + compliance |
A record of what was said | A record of how the patient is doing, over time |
Turns the visit into notes | Turns recovery into measured, patient-reported evidence |
The scribe market is crowded and racing on transcription speed. CIE sits in the gap they leave open: the governed, patient-reported, audit-ready proof that funded care is ultimately accountable for.
CAIO — the clinician's edition
CAIO is CIE in the clinician's hands: it harmonises the recovery record so the outcome can be evidenced without the manual burden. Its value isn't new revenue — it's recovered unbillable admin time.
The hour you already lose to issuing, chasing, scoring, and filing outcome measures is the hour CAIO is designed to give back.
We're deliberate about that framing: claiming new income would be a number we can't stand behind; recovering time you already spend is one we can.
Governance — the spine
Everything CIE produces rests on the same governance spine:
Consent state travels with every record — nothing is captured or used outside of what the patient agreed to.
An audit trail time-stamps each result, so an outcome behind a funded claim can be shown to be exactly what it represents.
Evidence, not confidence, is the standard: outputs are designed to be checkable and falsifiable, not asserted. A human→AI→AI (LAW) safeguard sits between the patient and any consequential output, with a clear liability boundary.
This is the part the market mostly skips. It's the part we lead with.
The Comfort Index, clinical edition
CIE is the Comfort Index applied to clinical recovery.
The question that runs through everything Design By Zen builds — how am I, and how will I know? — is, in a clinic, a patient-reported question by definition.
PROMs are how it's asked and answered, measured over time. Learn about the Comfort Index →
Proof
CIE runs in clinical deployment at Node-1, Nelson — governed, stable, and in pilot clinical use since January 2026.
We describe it as deployed and governed, not as clinically proven: the independent proof ladder is work in progress, and we won't claim a result we haven't earned.
FAQ
What is clinical intelligence?
Clinical intelligence is the use of governed AI to measure and evidence patient outcomes — not just to document visits. CIE, Design By Zen's Clinical Intelligence Ecosystem, captures patient-reported recovery, scores it over time, and files it as auditable evidence.
What is CIE?
CIE (Clinical Intelligence Ecosystem) is a governed clinical AI system built around Patient-Reported Outcome Measures. It captures, scores, and files the patient's own report of recovery as a consent-aware, time-stamped, audit-ready record.
What is CAIO?
CAIO is the clinician-facing edition of CIE. It automates the outcome-measure workflow to recover unbillable administrative time — the hours clinics lose issuing, chasing, scoring, and filing PROMs by hand.
How is CIE different from an AI scribe?
An AI scribe transcribes the consultation into notes. CIE measures the outcome — capturing, scoring, and filing patient-reported recovery as governed, audit-ready evidence. Transcription documents the visit; CIE proves the result.
Is CIE safe to use with patient data?
CIE is governed by design. Every record carries a consent state and a time-stamped audit trail, a human-in-the-loop safeguard sits before any consequential output, and the system maintains a clear liability boundary. Governance is treated as the starting point, not an afterthought.
How does CIE relate to the Comfort Index?
CIE is the Comfort Index applied to clinical recovery. The Comfort Index asks "how am I, and how will I know?" — in a clinical setting that is a patient-reported question, and PROMs are how it is measured over time.
See clinical intelligence in your clinic's workflow. Book a walkthrough — we'll show how CIE captures, scores, and files patient-reported outcomes as audit-ready evidence. [Book a clinic walkthrough]
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