Educure 2.0 · Research-led product roadmap 2026

From annual checkups to continuous child health intelligence

An AI-powered Child Health Intelligence Platform that continuously tracks, explains and improves the health and wellbeing of every child throughout the school journey.

One Child. One Health Passport. 15 Years of Health Intelligence.

ScreenUnderstandPrioritizeActReferTrackRe-checkPrevent

The unmet need

Event-based screening becomes outcome-based care

Health needEducure 2.0
VisionLongitudinal vision tracking + myopia watch
DentalDental progress map + treatment closure
Growth & nutritionGrowth velocity + percentile intelligence
Mental wellbeingValidated screening + counsellor workflow
Chronic conditionsAction plans for asthma, allergy, epilepsy, diabetes
Parent engagementPersonalized action plan + booking + reminders
ReferralsClosed-loop referral and treatment confirmation
School analyticsPopulation-health dashboard + preventive actions

Platform modules

Eighteen AI-assisted modules across the child's school journey

Every module is clinically governed: AI summarizes, prioritizes and routes care — qualified doctors, nurses and counsellors decide.

Live

Educure Child Health Passport

One longitudinal digital profile per student that follows the child across every school year — annual reports become snapshots inside a continuous record.

  • ABHA-linked (Ayushman Bharat Health Account) — portable and government-compatible
  • Height, weight, BMI, haemoglobin and growth velocity
  • Vision and spectacle history, hearing, posture / scoliosis
  • Dental status and treatment history
  • Mental-health screens, attendance and sports data
  • Vaccination records and certificates
  • Allergies, chronic conditions and medication
  • Doctor visits, referrals, reports and resolution status
Live

AI Health Radar

Dozens of examination parameters converted into explainable green / amber / red attention domains instead of raw clinical values.

  • Growth — age/sex trajectory and velocity comparison
  • Vision — deterioration detected across repeated screenings
  • Dental — unresolved problems and treatment completion
  • Nutrition — personalized preventive guidance
  • Mental wellbeing — triage using validated instruments
  • Fitness — age-appropriate improvement tracking
  • Governance: prioritizes follow-up, never diagnoses independently
In build

AI Growth Intelligence

Analyses current values against age, sex, prior height/weight and repeated assessments — reporting growth pattern, not just BMI.

  • Growth velocity vs prior trend
  • Percentile bands by age and sex
  • "Velocity reduced — review recommended" style outputs
  • Nutrition guidance tied to the pattern, not one reading
In build

AI Myopia Watch

Combines visual-acuity history with age, spectacle history, screen/near-work exposure, outdoor activity and family history.

  • LOW / MODERATE / HIGH attention levels
  • Detects 6/6 → 6/9 → 6/12 deterioration across years
  • Outdoor-activity and screen-time counselling prompts
  • Automatic re-screening and optometry referral triggers
Live

AI Dental Progress Map

A simplified tooth and mouth map replacing the 'caries: yes' checkbox, with treatment status carried forward year on year.

  • Plaque, gum health, suspected cavities, malocclusion
  • Per-tooth charting by the dental surgeon
  • Treatment status and closure tracking
  • Unresolved concerns surfaced at the next assessment
In build

Closed-loop Referral Engine

Detected issue → parent notified → appointment booked → consultation completed → report uploaded → treatment status → re-check → resolved.

  • Links screening to an actual health outcome
  • Ophthalmology, dentistry, pediatrics and counselling partners
  • Treatment confirmation, not just a recommendation
  • Follow-up completion becomes a measurable school metric
Live

Parent Action App

Parents receive an explained report, a personalized action plan, appointment booking and reminders — in place of a static PDF.

  • Health Passport access for their child
  • Action plan with priority and timelines
  • Appointment booking and reminders
  • Consent management and data portability
Roadmap

Digital Pre-screening & Doctor Brief

Seven days before the camp, parents complete a short health update; AI compiles a one-page Doctor Brief so the medical team arrives informed.

  • Recent hospitalization, allergies and medication
  • Eye and dental complaints, sleep and behaviour
  • Family-history changes
  • Clinician time focused on children who need deeper review
In build

Educure Mind — mental wellbeing

Validated, age-appropriate screening with a protected counsellor workflow — never AI-generated psychiatric labels.

  • Green: preventive content · Amber: counsellor review · Red: urgent escalation
  • Mood check-ins and exam stress support
  • Bullying and help-request workflow
  • Sleep and digital wellbeing
  • Parent guidance and counsellor appointments
Roadmap

Teacher Observation Module

A 30-second structured observation that turns everyday classroom signals into actionable health patterns.

  • Difficulty seeing the board, repeated headaches, sleepiness
  • Hearing concerns and behaviour change
  • Social withdrawal, hyperactivity, absenteeism
  • Combined with nurse-room and screening data
Live

School Nurse Digital Clinic + Nurse Copilot

Every infirmary visit captured digitally, with AI structuring documentation and surfacing patterns for qualified staff to decide on.

  • Symptoms, vitals, medication or first-aid action, disposition
  • Allergies and chronic conditions surfaced at the point of care
  • Approved question prompts for the nurse
  • Repeat-pattern detection (e.g. multiple headache visits in 60 days)
Live

AI School Health Command Centre

Principals see aggregate, privacy-preserving insight — attention rates by domain and follow-up completion — not individual medical records.

  • Vision, dental, nutrition, growth, wellbeing and fitness attention rates
  • Follow-up completion percentage
  • Suggested school-level interventions (dental month, vision re-screen)
  • De-identified analytics for school management
Roadmap

Health-Promoting School Index

An annual school score and certification built on measurable evidence, evolving into Gold / Platinum recognition.

  • Screening coverage and follow-up completion
  • Mental wellbeing, physical activity and nutrition environment
  • Health education and emergency preparedness
  • Staff wellbeing and parent engagement
Roadmap

Emergency QR Health Card

A restricted QR profile exposing only emergency-critical information to authorized personnel during sports, trips and transport.

  • Child identification and emergency contact
  • Severe allergy, asthma, epilepsy, diabetes
  • Relevant medication and action plan
  • Access limited and audit-logged
In build

Vaccination Intelligence

Age-appropriate vaccination records with honest status handling — recorded, verification required, or discuss with pediatrician.

  • Certificate upload and verification state
  • Age-appropriate schedule mapping
  • Never assumes a missing upload means a missing vaccine
  • School-level coverage view for awareness drives
Roadmap

Fitness Intelligence & Health Missions

Age-appropriate fitness tracking plus gamified missions that build habits without publicly ranking children.

  • Endurance, balance, flexibility, strength, movement competency
  • Hydration, sleep, brushing, healthy food and outdoor activity missions
  • Class-level participation, not individual leaderboards
  • Linked to nutrition and growth guidance
Roadmap

Student Health Twin

A continually updated longitudinal summary answering the clinician's real question: what changed in this child's health over the last three years?

  • Current health state and historical observations
  • Known risk factors
  • Resolved and unresolved interventions
  • Upcoming screening and re-checks
Roadmap

Health × Attendance × Wellbeing Insight

With school consent and governance, relationships between health risk, attendance, nurse visits and participation inform care planning.

  • Anonymized cohort trends
  • Care planning focus, not academic prediction
  • School consent and purpose limitation
  • Evidence for CSR and government reporting

School command centre

Principals see attention rates, not medical files

11.4%

Vision attention

18.7%

Dental attention

8.2%

Nutrition attention

4.1%

Growth attention

6.7%

Mental wellbeing attention

13.5%

Fitness attention

61%

Follow-up completion

Illustrative cohort figures. AI then suggests school-level interventions such as a dental awareness month, vision re-screening or an adolescent wellbeing programme.

Role-based architecture

Nine roles, least-privilege by design

Student

Healthy habits and protected age-appropriate support

Parent

Health Passport, action plan, booking and reminders

Doctor

Screening, clinical records and AI longitudinal summary

Nurse

School clinic, first aid and emergency workflow

Counsellor

Confidential wellbeing workflow

Teacher

Observation and referral only

Principal

Anonymized school-health analytics

Educure Admin

Programme operations, quality and reporting

Healthcare Partner

Referral fulfilment and outcome upload

Delivery roadmap

Educure 2.0 build priority

  1. 1

    Health Passport

    Longitudinal child record

  2. 2

    Parent Action App

    Reports, actions, booking and completion

  3. 3

    AI Health Radar

    Explainable attention prioritization

  4. 4

    Growth / Vision / Dental Intelligence

    Trend detection from measurable data

  5. 5

    Closed-loop Referral Engine

    From finding to resolution

  6. 6

    School Health Command Centre

    Aggregate actionable analytics

  7. 7

    Pre-screen Questionnaire

    Better clinician productivity

  8. 8

    Educure Mind

    Validated wellbeing + counselling workflow

  9. 9

    Nurse Digital Clinic

    Longitudinal in-school care

  10. 10

    Personalized Education Engine

    Targeted preventive content

  11. 11

    Health-Promoting School Index

    B2B differentiation and annual score

  12. 12

    Interoperability + Emergency Passport

    Connected healthcare journey

AI governance & child safety

Product requirements, not compliance add-ons

Verifiable parent/guardian consent and purpose limitation
Role-based access and least-privilege design
No targeted advertising using child health data
No sale of child health data
Clear labelling of AI-generated output
Doctor and counsellor override with human review
Audit trail of access and clinical changes
No autonomous diagnosis of serious medical or mental-health conditions
De-identified analytics for school management
Retention, deletion and portability policies
Security by design and breach-response procedures
Architecture capable of appropriate future ABDM interoperability

Clinical modules, screening protocols, scoring systems and AI models are validated with qualified pediatric, ophthalmic, dental, mental-health and public-health experts before deployment.

Book an Educure 2.0 walkthrough

See the Health Passport, AI Health Radar and school command centre on your own student data structure.

Book a Free School Health Consultation