Product Hunt
Investment Thesis
Community-first investing. Back the products and founders emerging from the world's largest product discovery community.
Why Product Hunt Should Back MOVO-X
Product Hunt's community distribution amplifies product launches globally. MOVO-X's launch — a live AI healthcare OS with KPJ's 30+ hospitals as anchor — is exactly the kind of 'built something real' story the Product Hunt community responds to. A featured launch drives developer talent interest, co-investor attention, and partner introductions.
MOVO-X at a Glance
What We've Built
Self-Service Kiosk Platform
- MyKad / NRIC / Health Card scan — national ID auto-fill
- Insurance & eligibility verification in real time
- Multi-language: English, BM, Mandarin, Tamil, French
- Payment: FPX · DuitNow · PayNow · NETS · Interac · Stripe
MOVO-X AI Clinical Triage
- Natural language symptom collection at kiosk
- On-premise LLM processing — zero PHI leaves hospital network
- SOAP-format structured clinical handoff output
- Acuity scoring for clinical routing before doctor sees patient
AI Queue Intelligence
- ML-powered wait time prediction per department
- Clinical acuity-based routing (urgent → priority lane)
- WhatsApp + SMS real-time patient notifications
- Live staff dashboard — 30-second state refresh
Enterprise Architecture
- 4-tier tenancy: Country → HealthcareGroup → Hospital → Department
- 86-table RLS-enforced PostgreSQL schema
- Full audit logging (30+ action types, 7-year retention)
- 62/62 E2E tests passing in production
Traction
KPJ Healthcare — Anchor Prospect
ProspectMalaysia's largest private hospital group. Bursa-listed. JCorp majority. 30+ hospitals across 13 Malaysian states. Advanced discussions underway — significant potential for enterprise-wide AI triage, queue management, and kiosk check-in deployment.
Canada — Multi-Clinic SaaS
ActiveMulti-tenant SaaS active across Quebec and Ontario clinic networks. PIPEDA + Law 25 compliant. Interac and Stripe payments. Architecture validated across clinic groups.
Singapore — Enterprise Pipeline
PipelineFull PDPA (SG), HBRA, and NEHR integration architecture complete. PayNow + NETS + Stripe. English and Mandarin. Strong pipeline potential with Singapore hospital groups.
Let's Talk, Product
We'd love to walk you through our product, architecture, and pipeline. If healthcare AI in ASEAN fits your mandate, we should have a conversation.