The Product
From the moment a patient walks in to the moment they see a doctor — MOVO-X orchestrates the entire patient flow with AI at every step.
Eight steps. Fully automated. Clinically sound.
Walks to MOVO-X kiosk in hospital lobby.
MyKad / NRIC / Health Card scan. Name, DOB, address auto-filled. <1 second.
Real-time eligibility verification. Panel insurance, corporate coverage, self-pay routing. <2 seconds.
MOVO-X AI asks structured symptom questions in the patient's language. Natural conversation, not a form.
On-premise LLM structures symptoms into SOAP format. Acuity score assigned. Clinical handoff ready.
Patient routed to correct department + priority lane based on acuity. Wait time shown on kiosk and WhatsApp.
Deposit, co-pay, or self-pay processed at kiosk. FPX, DuitNow, PayNow, NETS, Interac, Stripe.
Before entering the room, doctor sees: patient name, vitals history, SOAP triage note, acuity score. No verbal handoff needed.
Hardware + Software
A purpose-built patient check-in terminal that handles identity, insurance, triage, payments, and queue assignment — in under 90 seconds.
MOVO-X Kiosk
Android 11+ · 32"+ touchscreen · Wall-mount or floor-stand
MOVO-X AI runs inside the hospital network. Zero patient data leaves the building. Full clinical-grade SOAP output in under 4 minutes.
Model
MOVO-X AI Engine deployed on-premise inside hospital network
Zero PHI Egress
Patient data never leaves the hospital's private network
Symptom Collection
Conversational NLP — patient describes symptoms naturally, MOVO-X AI asks follow-up questions
SOAP Output
Structured Subjective / Objective / Assessment / Plan note ready for clinician review
Acuity Scoring
1–5 scale (1 = emergency, 5 = routine) based on symptom severity, vital risk factors, patient history
Language
Triage runs in patient's chosen language. SOAP note generated in English for clinical staff.
Integration
Pushes to HIS (KCIS, MyHealth, Dentitek, Medesync, NEHR) via REST API
Acuity Scale
1
Emergency
2
Urgent
3
Semi-urgent
4
Non-urgent
5
Routine
Live Queue — Cardiology
Patient #0042
Acuity 2
Now
Patient #0043
Acuity 3
~4 min
Patient #0044
Acuity 4
~11 min
Patient #0045
Acuity 5
~18 min
Refreshes every 30 seconds
Queue Intelligence
ML-powered wait-time prediction and acuity-based routing ensures every patient gets seen in the right order at the right time.
ML wait-time prediction per department per hour of day
Acuity-based routing: urgent cases → priority lane, routine → standard queue
Staff dashboard: Live view of all queues across the hospital, 30-second state refresh
Patient notifications: WhatsApp + SMS when '3 patients ahead' and 'your turn now'
Analytics: Daily/weekly reports on queue performance, bottleneck departments, peak hours
Escalation alerts: If a patient's wait exceeds threshold or acuity rises, staff notified immediately
Enterprise Grade
The 4-tier tenancy model scales from a single clinic to a 30+ hospital group without architectural changes.
Country
Malaysia
Group
KPJ Healthcare
Hospital
KPJ Ampang Puteri
Department
Cardiology OPD
Country → HealthcareGroup → Hospital → Department. Each tier has isolated data, configurable permissions, and separate admin dashboards.
PostgreSQL with row-level security enforced at every tenancy level.
Hospital A cannot see Hospital B's data — enforced at the database layer, not the application layer.
Every patient action, staff action, and system event logged with timestamp and actor.
99.9% — hospital operations cannot stop.
MOVO-X is additive — it plugs into your HIS, payment rails, and identity systems. No rip-and-replace.
We demo MOVO-X live on your patient flow — your country, your language, your insurance panels.
Book a Platform Demo →