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.

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02

Knowledge Graph Processing

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

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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.

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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.

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