
The Health Responsibility Score (HRS) is a 300–1000 point index — modeled on the FICO credit score concept — that reflects how responsibly a patient manages their own health across 5 WHO-validated dimensions.
A high HRS unlocks real rewards: pharmacy discounts, insurance premium reductions, employer wellness benefits, and faster clinical care. Your behavior, quantified and rewarded.
The Root Problem
People improve what they measure. Without a unified, real-time health score, patients have no feedback loop — and healthcare systems have no visibility until it's too late.
of chronic patients skip scheduled follow-up appointments after diagnosis
stop taking prescribed medications within the first 6 months
existing tools give patients no single, actionable health responsibility metric
medication, fitness, sleep, and nutrition data all live in disconnected apps
WHO-Validated Framework
HRS is calculated from 5 WHO-validated health dimensions. Each dimension is weighted by clinical significance and feeds into your composite 300–1000 score in real time.
The most clinically critical HRS component — fed directly by Med-Note's real-time dose logging. Accounts for completion rate, timing accuracy, and gap days.
WHO recommends 150 min/week of moderate activity. HRS scores step counts, active minutes, and movement patterns via wearable integrations or manual input.
Sleep is a primary determinant of immune function and chronic disease risk. HRS tracks both duration and quality, adjusting for age-appropriate targets.
Dietary patterns are linked to 80% of cardiovascular disease risk. HRS uses simple self-reported meal quality scores cross-referenced against condition-specific guidelines.
Mental health directly impacts adherence and physical health outcomes. HRS integrates validated PHQ-4 micro-assessments delivered conversationally via the AI companion.
The HRS Ecosystem
HRS creates a value exchange: patients share anonymised health behaviour data in return for tangible financial and healthcare benefits from the businesses that need that data most.
High-HRS patients are proven adherent buyers. Pharmacies reward them for loyalty while gaining adherence data to optimize stock and reduce waste.
HRS gives insurers the first real-time, objective underwriting signal based on actual patient behaviour rather than historical claims data.
Corporate wellness programs finally have measurable ROI. HRS-linked wellness incentives reduce absenteeism and prove the value of employee health investment.
Real-world adherence evidence is the holy grail for pharma. HRS provides anonymised, consent-based data on how patients actually take their drugs — not just how trials say they should.
General practitioners get longitudinal patient health data between appointments — enabling proactive intervention before crises, not reactive treatment after them.
Life insurers move from actuarial table pricing to real-time health behaviour-based pricing. Responsible patients get rewarded with better premiums for the first time.
"HRS turns patient health behaviour into a portable, consent-based credential — unlocking value for every party in the healthcare ecosystem."
— DESHA.AI Blueprint v3.0, March 2026
Platform Architecture
Every DESHA.AI product feeds into and benefits from HRS. As more patients engage, the score gets richer, the rewards get bigger, and the clinical insights get deeper.
Patient captures. AI companion delivers medication adherence data — the most weighted HRS input.
The unified intelligence layer. Aggregates data from all 5 health pillars into a single portable score that unlocks ecosystem rewards.
Clinician layer. Receives HRS data to prioritise at-risk patients and auto-generate SOAP notes from AI conversations.
Patient-controlled health data vault. Monetise your HRS data on your terms — share with insurers, researchers, and pharma with full consent control.
Privacy by Design
HRS data is never sold without explicit, granular consent. Every data-sharing arrangement is patient-controlled, time-limited, and purpose-restricted. We have conducted a full DPIA and operate under GDPR and India's DPDP Act.
Build Your Score
Join the platform turning daily health choices into a measurable, rewardable credential. Start with Med-Note. Build your HRS. Unlock your ecosystem benefits.