JMC Quantum Cultures Company Limited

Precision Prevention
Through Clinical AI

We transform health data into actionable intelligence using a 277-node Knowledge Graph — powering workforce health, insurance optimization, and hospital analytics.

0 KG Nodes
0 Causal Edges
0 Clinical Guidelines
0 Risk Scores
0 Stakeholders Served

Clinical Intelligence Infrastructure
for the Health Ecosystem

One platform serving four stakeholders — transforming annual health check data and wearable biometrics into AI-powered health insights.

Individuals

Personal health score (0–100), biological age estimation, causal health graph, and guideline-sourced personalized recommendations.

  • MyToFit Health Score
  • Biological Age Estimation
  • Personal Knowledge Graph
  • Wearable Data Integration

Employers (HR)

Workforce health analytics, productivity and financial scorecards, campaign effectiveness tracking, and insurance negotiation evidence.

  • Workforce Health Report
  • Campaign ROI Measurement
  • What-If Simulator
  • Temporal Forecasting

Insurers

Evidence-based premium optimization, risk-adjusted underwriting data, and verified wellness programme outcomes.

  • Population Risk Scoring
  • Premium Optimization Engine
  • Wellness Verification
  • Portfolio Risk Dashboard

Hospitals

White-label corporate wellness reports, preventive care referral pipelines, and executive health intelligence programmes.

  • White-Label Reports
  • Referral Pipeline
  • Executive Health Intelligence
  • Performance Benchmarking

The Knowledge Graph

277 medical nodes connected by 400+ causal edges across 7 clinical layers. Every recommendation is traceable to its guideline source — creating an audit trail that regulators and insurers trust.

Guidelines
Metrics
Conditions
Syndromes
Recommendations
Programmes
Commerce

MyToFit — Health Intelligence That Delivers Results

MyToFit transforms annual health check data into actionable insights for individuals and measurable ROI for organizations — making wellness programmes work for everyone.

Know Your Health, Simply

Every employee gets a single, easy-to-understand health score — no medical jargon. Track progress over time, understand your real biological age, and receive personalized wellness guidance.

  • One Score Everyone Understands
  • Know Your Real Health Age
  • Personalized Action Plans
  • Track Progress Over Time

Trusted, Transparent Insights

Every recommendation is backed by international clinical guidelines — not guesswork. Organizations and employees can trust the advice because every insight has a clear, auditable reason behind it.

  • Evidence-Based Recommendations
  • Full Audit Trail for Compliance
  • Bilingual Reports (EN/TH)
  • Insurer-Ready Documentation

Effortless Data, Complete Picture

Connect smartwatches, import annual health check reports, or snap a photo of lab results — MyToFit brings all health data together automatically, driving engagement without extra effort.

  • Works With Popular Wearables
  • Instant Lab Report Scanning
  • Zero Manual Data Entry
  • Year-Over-Year Health Trends

Precision Prevention Pipeline

From raw health data to actionable clinical intelligence — powered by guideline-sourced reasoning, not black-box AI.

01

Health Data Ingestion

Annual health check CSVs, wearable data via Google Health API (steps, heart rate, HRV, sleep, SpO2), and lab reports via on-device AI scanning.

02

Knowledge Graph Processing

277-node clinical KG detects conditions, identifies syndromes (metabolic, CKM, sarcopenia), and traces causal chains across biomarkers.

03

Clinical Scoring

MyToFit Score (0–100), PREVENT ASCVD risk, Biological Age, CKM staging, 11 risk scores with severity tiers — all computed in under 3ms per person.

04

Intelligent Recommendations

Conflict-resolved, guideline-sourced recommendations with causal provenance. AI-generated bilingual summaries via Google Gemini.

Why Organizations Choose MyToFit

Clinical-grade intelligence that translates health data into measurable business outcomes.

For Employers
  • Prove wellness ROI — 3-tier campaign effectiveness measurement with control group comparison
  • Negotiate premiums — verified health improvement data that insurers can't argue with
  • Forecast costs — what-if simulation and multi-year health trajectory projection
  • Identify risk — population-level condition prevalence detection across entire workforce
For Insurers
  • Price risk accurately — clinical-grade population scoring using real biomarkers, not just age bands
  • Verify wellness — independently verified effectiveness certificates for programme outcomes
  • Dynamic pricing — health-trajectory-based premium modeling with wearable data integration
  • Portfolio analytics — aggregate risk view across insured employer groups
For Hospitals
  • Win contracts — differentiate health check bids with clinical intelligence reports
  • Capture follow-up — KG-powered referral pipeline identifies patients needing care
  • Premium executive reports — transform lab PDFs into Knowledge Graph-powered health intelligence
  • Closed-loop value — check → analytics → campaign → follow-up, all at same hospital

Our Experiences

Building digital wellness solutions across Thailand's healthcare ecosystem.

Community Health

3 Community Projects — KhonKaen, Thailand

Built a LINE chatbot ("น้องพอใจ") for community health tracking — enabling residents to record and review their health values through a conversational interface.

Hackathon Winner

HealthHack by Prudential Thailand 2021

Competed in Prudential Thailand's Health Technology online hackathon (May 29–30, 2021), developing innovative digital health solutions for insurance-linked wellness.

University Partnership

Innovation Hackathon 2021 — KKU

Partnered with Khon Kaen University Computer Science students to create "น้องสุขขี" — a LINE Official Account for health literacy and wellness engagement.

Ready to Transform Your Health Data Into Intelligence?

We are a software-based company specializing in digital wellness and customization by user experience. We provide clinical intelligence solutions to suit your needs.

Get In Touch