in development with clinicians / pilots 2026


Cliro takes what happens across the clinical day - sessions, uploads, observations, judgment calls - and keeps it in one record that grows with care. Every entry stays linked to where it came from.

The AI does the preparation: screening, suggested assessments with cited reasons, and report drafts. It does not make clinical decisions. Your clinician reviews, changes, or approves what matters, and signs the record every time.

A day of care is scattered across sessions, phones, and memory.Scroll — watch it become one record.

one record · elena w. · week 1
session audio · 41:22
video · 12:41–13:03
gait, hallway walk
note · clinician
"tires after ~6 min, word-finding slower"
note · family · 中文
"她说话比以前累"
note · family · Tiếng Việt
"bà nói mau mệt hơn"
measure · TUG
timed up & go · recorded
referral · GP
post-stroke · communication
observation · unsaved
in someone's head
proposed · awaiting clinician
signed · clinician

one day of care → one record · every line linked to its source

Here as a patient, or someone's family? The short version: Cliro is software your care team uses in the background to prepare, so more of your appointment is about you. AI does not assess you; your clinician does.

The plain-words version

Care creates evidence.
Systems lose it.

A recording here. An observation there. A plan in a Word document. A judgment call kept only in the clinician's head.

Every session contains rich information: voice, movement, behaviour, goals, progress, risk, clinical judgment.

Most of it is trapped in notes, PDFs, memory, and disconnected tools. The signal exists. The structure doesn't.

one session · many signals
  • · Voice, movement, behaviour, judgment
  • · Trapped in notes, recordings, PDFs, memory
  • · Lost between visits, tools, and clinicians
signal lost

One conversation — in any language —
becomes a structured care record.

Cliro understands sessions in many languages and accents, and turns each one into structured clinical documents — with the care team's knowledge and the client's consent.

Multilingual input · one record · structured documents

From scattered moments,
one signed record.

  1. 01
    Plan
    care plans, pathways, home programmes.
  2. 02
    Capture
    sessions become notes written the way clinicians write them, with every line linked back to the moment it came from.
  3. 03
    Assess
    assessments proposed for this client, each with a plain-language, cited reason, for clinician review.
  4. 04
    Practice
    support between visits, feeding the same record.

...so the next clinician starts from everything, not from scratch.

How it works
Before
Recording.m4a
AUDIO · UNFILED
gait_v3.mov
NOT FILED
transcript.txt
DRAFT
vitals.csv
LOOSE COPY
(clinician memory)
IN SOMEONE'S HEAD · NOT SAVED
incident_03.pdf
FLAGGED · NOT CONNECTED
After
Signed record · client 0427-A · sample record
One living record
  • session · voice + video
  • assessments · TUG, WHODAS (standard measures)
  • care plan · home programme
  • observations · linked to source
  • consent · signed
  • audit trail · immutable
SignedDr E. Marsh
scattered→ proposed→ signed

A record that grows with the care.

Moments accumulate. Evidence links to what it came from. And nothing the AI proposes becomes part of the record until a clinician confirms it.

WEEK 1WEEK 14intake sessionreferral letterfunctional screenAI · PROPOSED✓ confirmed · cliniciansession 02home videosession 03progress reportAI · PROPOSED✓ confirmed · cliniciansession 04caregiver notesession 05re-screen
FIG. 2 — one client · 14 weeks · sample record

Cliro supports clinicians. It does not replace them.

We treat AI as a tool. It does the preparation; the person doing the care makes the decisions.

01
AI outputs are drafts
Nothing reaches the record until a clinician has reviewed it.
02
Clinicians approve everything
Every observation, plan, and signature is reviewed in context.
03
Uncertainty is surfaced
When the AI is unsure, it says so — uncertainty is shown, not smoothed over.
04
No automatic diagnosis or reporting
Cliro structures information. Clinicians interpret and release it.
proof / rehab practice / in development

We ran it on one real client's records, with identifying details removed. It proposed the same first assessment the treating clinician chose and flagged a treatable voice problem that would otherwise have gone unreferred. The clinician made every call. We're building this inside a working rehabilitation practice, with the clinicians who use it.

n=1 / real de-identified client / the clinician made every call

built with Engage Rehabilitation / Hallia Pty Ltd / university validation studies underway
Recommended · this client
Timed Up & Go (TUG)

Recommended first assessment — matched to this client's age, diagnosis, goals, screening results, and funding scheme requirements.

Cited · Podsiadlo & Richardson, 1991awaiting clinician
Try the clinician's step:
Audit trail
  • 08:41:02 · cliro · proposed TUG · cited
FIG. 1 - assessment suggestions for clinician review / real product interface, not a mockup

What you're seeing: Cliro suggested a standard walking test for this client, and showed the research it comes from. Nothing happens until a clinician reviews it and agrees — try the confirm step yourself.

One living record. Every discipline your clinic runs.

Each discipline has its own pathway, signals, and language. Cliro adapts without fragmenting the underlying record.

Cliro core · one shared record
Speech Pathology
Live

Multi-domain screening, voice and fluency analysis, and evidence-linked observations — designed with practising speech pathologists.

Read more
Physiotherapy
Live

Movement and range analysis, session structure, and outcome tracking — the clinician approves every observation.

Read more
Mental Health
Live

Session structure, risk flagging, and clinician-reviewed documentation — built for how mental-health clinicians already work.

Read more
Occupational Therapy
In development

Function, participation, and activity-of-daily-living structure. In development with clinical partners.

Ask us to add it
Dietetics
In development

Nutritional intake, plans, and adherence tracking — held in the same signed, source-linked record. In development with dietitian partners.

Ask us to add it
Aged Care
In development

One connected record across GP, allied-health, and nursing information. In development with aged-care partners.

Ask us to add it
The roster · always expanding
Consults · ongoing care
General Practice
Soon
In development
Gait · Function
Podiatry
Soon
In development
Assessment · Therapy
Psychology
Soon
In development
Your discipline
This spot is open.
We add new disciplines with the clinicians who practise them

Cliro works in the client's own language — and their original words are always kept alongside any translation.

Come as an owner. Come as a clinician.

The best walkthroughs have an owner and a clinician in the room. You'll see the same record from two sides. That's what it's built for.

Patients & families: ask your clinic about Cliro.