Research previewSona Health World Model: what is likely next for each patient, for clinicians. See how it works
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For Malaysian clinics and hospitals

Your front desk, still answering at 8:12 pm

Sona answers the clinic’s phone in Malay, English and Chinese, and books the visit.

A smiling nurse at a clinic's front desk

Makcik Rohaniin Malay

Nak jumpa Dr Lim esok pagi, boleh?

Can I see Dr Lim tomorrow morning?

Sonaon the clinic line

Boleh, Makcik. Ada 8:30, 9:00 atau 9:45.

Yes. There’s 8:30, 9:00 or 9:45.

Tomorrow, Dr Lim Mei LingKlinik Sejahtera Bangsar
OpenMakcik Rohani, new
OpenMakcik Rohani, new
OpenMakcik Rohani, new

Reminder to her phone tomorrow, 8:00 am

Calling the clinic, 8:12 pmAfter hours, answered by Sona, 1:04 1:04

Pick a time to book it yourself.

Sona at a glance

Chat in Malay, English, Chinese or TamilStaff approve every risky stepSona Pro for staffSona Care for patientsHealth data behind an identity checkNames, IC and phone numbers removed first999 advice by fixed rulesList prices in RM

Why Sona

The day's work piles up at the front desk

Calls, messages, bookings, reminders and claims land on the same few people. Sona's Agents prepare that work on one record and hand it to your staff to approve.

Klinik Sejahtera Bangsar
Website chat
வணக்கம், நாளை கிளினிக் திறந்திருக்குமா?Hello, is the clinic open tomorrow?
ஆம், நாளை காலை 9 மணி முதல் மாலை 6 மணி வரை திறந்திருக்கும்.Yes, tomorrow we are open from 9 am to 6 pm.
சனிக்கிழமை டாக்டரைப் பார்க்க முடியுமா?Can I see the doctor on Saturday?

Booking requests go to the Scheduling Agent, then to your staff to approve.

Approvals in Sona Pro on iPhone: the Scheduling agent asks to move Ng Hui Min's appointment from 11:30 am to 2:00 pm, and the change waits for the front desk
Approvals in Sona Pro on iPhone: an answer to a patient's question, drafted in Tamil, waits for a clinician to approve it
  1. Patients can write in Tamil, Malay, Chinese or English and get replies in the same language. Hours, fees and directions are answered; anything else goes to your staff.

  2. The Scheduling Agent prepares the booking, the change or the cancellation. It waits in Approvals until someone at the front desk opens it and approves.

  3. Ask Sona what is waiting and who is working. A medical question asked in writing is drafted for a clinician, who checks and signs the answer.

How it works

One record for every desk

Sona takes in calls, messages, visits and claims, works on one record, and returns prepared work to the people who approve it.

How patients reach you

Every channel, one record

AI phone line
Website chat
WhatsAppafter Meta's review
Email
Consultation
SonaPrepared work waits for a person
FD Moving Ng Hui Min to Friday, 2:00 pmFront desk Agent, website chat Step 1 of 4
Front office
Scheduling
Reminders
Intake
Clinical
AI scribe
EHR-lite
Patient portal
Back office
Eligibility
Guarantee letters
Claims and AR

Where the work lands

Approved by a person first

Approvals in Sona Pro
Sona Pro on iPhone
Sona Care
Insurer, one-time link

Nobody asks twice

A call, a chat and a visit all write to the same patient record.

A person approves risky steps

Money and the clinical record always wait for an Approval from your staff.

Every fact shows its source

Signed entries show who signed them and when. Where a fact is missing, Sona says what it needs.

Sona Pro

The clinic day, as your staff see it

Visit record: a signed prescription, visit note, diagnosis and vitals, each with who signed it and when

A recorded call. Sona checks who is calling, then tells her the time of her visit and what to bring.

AI scribe

The note is drafted while you see the patient

The scribe hears Malay, English and Chinese in one consultation, and Tamil mixed in. It tells the voices apart, and the note stays a draft until the doctor signs it.

  • Nothing goes into the record before the doctor signs.
  • Medicines, conditions and lab values are marked in the note; conditions come with a suggested ICD-10 code.
  • The doctor sees the patient's history on iPhone and on the web.

AI scribe RM 199 a month

Sona Care on iPhone: the care plan after a visit, with its goals and what to do shown in Malay, as the clinic wrote them

Sona Care

Patients get plain words, in their own language

Sona Care, the patient app on iPhone, and the patient portal on the web are in Tamil, Malay, Chinese and English.

Bahasa MelayuEnglish中文தமிழ்

WhatsApp

Connecting after Meta's review

Built, connecting once Meta's review completes. Patients will message your clinic on WhatsApp; Sona's Agents reply in their language, answer practical questions, and book, move or cancel appointments.

WhatsApp carries only a short notice and a link. Results, diagnoses, medicines and documents stay in the patient portal and app, behind an identity check.

AI phone line

Malay, English and Chinese

Sona answers the clinic's phone and books, moves or cancels visits for your staff to approve.

Tamil callers are greeted in Tamil and passed to your staff.

Safety

Every risky step waits for a person

Sona is built so that a person decides. Where a model can be wrong, its work stays a draft.

Names, IC and phone numbers removed

Before any text reaches an AI model, each one is swapped for a label. Switch the view to see what the model gets.

Azman bin YusriName hidden, IC 620409-19-0901IC hidden, phone +60 20 009 0001Phone hidden, asks to move his Friday visit to the morning.

Three patient details in this message.Patient details hidden, 3 replaced.

Drafts until approved

Notes, letters, bills and claims stay drafts until your staff approve them.

Identity check first

Results, medicines and documents reach a patient only in the portal and app, after an identity check.

999 by fixed rules

Emergency words in Malay, English, Chinese and Tamil trigger the 999 advice and a care-team task.

What we do not claimNo security certifications yet. We make no regulatory approval claims. Pilot terms, responsibilities and security details are set out in writing before any pilot.

Where we are

Measured before the first pilot

futures drawn from one record by our own AI modelThe Sona Health World Model. A research preview, trained on synthetic patients.

AUROC: HbA1c 8.0% or higher at the next testThe best simple rule scores 0.87. Tested on 1,047 held-out synthetic cases.

of words wrong on real Malay speech667 public clips from Revolab’s benchmark, scored by its own rule. Whisper large-v3 gets 18.4% on the same clips.

of 31

medicine names written correctly by the scribe’s hearing445 synthetic clinic clips in mixed Malay, English and Mandarin.

Agents, one job eachFront desk, Scribe, Guarantee letters, Claims and 12 more

written languages for patientsTamil, Malay, Chinese and English

List prices

Switch on what your clinic needs

per clinic, per month, in RM, excluding SST

Modules are switched on one at a time. When every module in a bundle is on, the bundle price replaces theirs.

Always on

Core

RM79/ month

The patient record, staff accounts and Approvals that every other module runs on.

WhatsApp

RM69/ month

Replies, bookings, reminders and a check-in after the visit. WhatsApp carries only a short notice and a link; health data stays in the portal and app.

500 conversations, then RM 0.50 each

Connecting after Meta's review

AI phone line

RM699/ month

Answers the clinic's phone in Malay, English and Chinese. Tamil callers are passed to staff.

500 voice minutes, then RM 0.80 each

AI scribe

RM199/ month

Drafts the visit note in English from the consultation, for the doctor to sign.

Revenue Cycle bundle

Eligibility checks, guarantee letters, claims and denials, payments and AR, with every letter and claim approved by your staff.

EligibilityGuarantee lettersClaims and denialsPayments and AR
RM299/ month

List prices from 1 Nov 2026. A pilot's cost is discussed in the briefing and set out in a written proposal.

Questions

What clinics ask first

Book a briefing
  1. No. Sona prepares and your staff approve. Money and the clinical record always wait for an Approval. A medical question asked in writing is drafted for a clinician, who checks and signs the answer. Emergency words trigger the 999 advice and a care-team task by fixed rules.

  2. The first deployment is planned as an eight-week pilot in one department. For the first two weeks your staff approve every output. Then it runs live in that department, and the results are measured in week eight.

  3. It is built; it connects once Meta's review completes. WhatsApp carries only a short notice and a link. Results, diagnoses, medicines and documents stay in the patient portal and app, behind an identity check.

  4. In writing, yes: patients can write in Tamil, Malay, Chinese or English and get replies in the same language, and Sona Care and the patient portal are in all four. On the phone, Tamil callers are greeted in Tamil and passed to your staff.

  5. A pilot's cost is discussed in the briefing and set out in a written proposal. The list prices on this page are what a clinic pays after any pilot.

See a clinic day, run by Sona

A working session for your front desk, clinical and finance leads, with a pilot scope for one department.

Book a briefing