India's Resilient
Offline-First
Health Platform
Empowering frontline ASHA & ANM health workers to capture family records, track immunization calendars, and detect maternal risks in real-time — with or without active cellular networks.
The Frontline Realities
Frontline health workers lose
40% of their time to paperwork
ASHA workers are the backbone of public health, yet they carry heavy paper ledgers through blocks without cellular networks. Manual record-keeping delays maternal risk identification and deprives decision-makers of real-time insights during critical disease outbreaks.
Clipboard Lag
High manual data entry delays pregnancy triage.
Zero Network
Cloud apps break down completely in rural blocks.
Data Silos
CMOs and medical staff lack outbreak alerts.
Frontline health workers scan medicine packages and liquid syrups on the spot. The AI engine auto-detects drug descriptions and verifies expiration status instantly.
Health Dynamics of India
The Frontline Scale & The Data Chain Lag
India's public health frontline is one of the largest volunteer networks in the world. Yet, the flow of vital health intelligence is crippled by paper registries and manual processing.
Health Data Chain & Latency Timeline
Same data written multiple times—paper first, apps later. Situation changes before CMO sees it.
The Platform Suite
One app. Every health worker.
Zero connectivity needed.
Swasthya Doot couples resilient on-device databases with predictive cloud-based analytics, providing a real-time bridge from ground health workers to state command offices.
1. Edge Capture (Offline)
Frontline ASHAs register families on-device using a lightweight schema in their local Isar DB. Camera OCR captures Aadhaar numbers in under a second.
2. Silent Sync Service
A background synchronization worker triggers whenever 4G networks become active, pushing encrypted local payloads to central Firestore clusters.
3. Live Dashboard Triage
Medical Officers at Primary Health Centers (PHC) instantly receive synced vitals, displaying automated high-risk triage lists for immediate action.
Command Center Interface
SwasthyaOS Clinical Dashboards
Explore the web dashboards deployed at Primary Health Centers (PHC) and District Headquarters to monitor beneficiary health profiles and network connections.
MCH Program Overview & Active Register
Provides Medical Officers with automated high-risk triage alerts, pregnancy calendars, upcoming checkup alerts, and postnatal visit logs updated in real-time as ASHAs sync field data.
ANM Devices & District CMO Link
A secure authentication and pairing panel that coordinates offline-to-online field force syncing, pairing ANM tablets, and connecting local PHC nodes to the District CMO Command.
AI-Powered Workforce Guidance
Educate through Guidance,
Not Complex Forms
We empower ASHA and ANM workers through dynamic, intelligent assistance on the spot. Swasthya Doot replaces confusing data inputs with voice, vision, and natural language.
📢 Ask Didi (Voice Help)
Instant answers in Hindi and English. Frontline workers ask questions verbally and receive audio-visual guidelines directly at the point of care, bypassing tedious navigation lists.
💊 Pill & Medicine Scanning
On-device computer vision allows workers to scan packaging, strip pills, or syrup bottles. The app auto-detects drug descriptions, verifies expiry status, and reduces distribution errors.
🏠 Family-Centered Care
A single unified digital record for maternal ANC, child immunization, and chronic NCD tracking. Eliminates redundant registry books and ensures longitudinal family medical history tracking.
System Pipeline
The Journey of a Vitals Entry
Tracking data flow from rural villages to district-level health command networks.
Edge Collection
ASHA inputs pregnancy data, hemoglobin counts, and blood pressure levels. The client app validates metrics locally.
Encrypted Push
Workmanager scheduler queues sync routines. Once a network is found, AES-encrypted vitals are uploaded securely.
Risk Scoring
The Python AI Hub parses incoming structures. On-device ONNX models classify risks, and Neo4j links relatives.
PHC Triage Alerts
Local doctors receive automated alerts for high-risk pregnancies, while district CMOs view geographic outbreak clusters.
The Unified Data Flow
ASHA Mobile Edge (Left)
Frontline workers use the offline-first mobile app in remote villages to log patient vitals, query 'Ask Didi' voice assistance, and perform AI-driven Pill & Medicine scans.
Intelligent AI Gateway (Center)
Syncs offline databases as network coverage is detected, routing encrypted payloads through our central AI models to flag critical risks, analyze trends, and coordinate updates.
SwasthyaOS Dashboard (Right)
Aggregated inputs instantly populate MCH dashboards for Primary Health Centers (PHC) and Chief Medical Officers, displaying pregnancy risks and tracking village statistics in real-time.
Core Capabilities
Engineered for Frontline Resiliency
Deep-tech features purpose-built for low-connectivity Indian healthcare environments.
On-Device OCR Helpers
Leverages Google ML Kit directly on edge devices to scan Aadhaar cards, auto-populating complex registry profiles in 1 second with zero network dependency.
Adoption Gamification
Built-in streak tracking, daily activity caps, and regional leaderboard points incentivize frontline workers to maintain strict pregnancy follow-up schedules.
HIPAA-Aware Security
Protects sensitive patient health information (PHI) via local AES-256-GCM database encryption, DPDP compliant consent loops, and end-to-end HTTPS transfers.
Predictive Disease Outbreaks
Time-series forecasting models (ARIMA & LSTM) process aggregated PHC data to identify forming geographic clusters of diseases like anemia or fever.
Neo4j Knowledge Graph
Maps spatial relationships (Mother→Child→Risk) across families to trace hereditary vulnerabilities and deliver context-aware support.
Multi-Tier Access Control
Tailors dashboard views for the 3-tier administration (PHC Local, CMO District, NHM State) protecting patient privacy while sharing insights.
Comparative Advantage
Completing the Health Loop
Where Traditional Systems Stop
Unlike existing NHM applications that focus only on passive data collection, Swasthya Doot provides a fully integrated, active coordination suite.
| Capability | Existing NHM Apps (RCH/ANMOL) | Swasthya Doot |
|---|---|---|
| Offline data entry in remote villages | Limited | |
| Voice + OCR intelligent inputs (Hindi/English) | ✕ | |
| Unified family health record (Pregnancy + Child + NCD) | Limited | |
| Real-time block & village dashboards | Limited | |
| Auto-sync with active data validation | ✕ | |
| Ask Didi – built-in voice training guidance | ✕ | |
| Pill detection & medicine info scanning | ✕ | |
| Integrated monitoring (ASHA → ANM → CMO → State) | Limited | |
| Instant automated PDF / Excel report generation | ✕ | |
| Multi-language user interface & local voice support | Limited |
*Consequence: Less duplicate data entry, faster medical exception review, and same-day operational visibility at block/district level.
*Note: Existing NHM platforms (RCH/ANMOL) have basic offline caching and local text interfaces, but suffer from sync bugs, lack integrated voice/OCR, run separate NCD databases, and lack real-time cross-tier monitoring.
Traction & Deployment
Verified Pre-Pilot:
Hisar District, Haryana
Swasthya Doot underwent a rigorous live field assessment in Haryana (Bhagana and Satrod villages) from **October 28, 2025, to February 7, 2026**. Frontiers of ASHA, ANM, and Medical Officers validated the on-device architecture, logging records and syncing profiles under zero connectivity.
Project Roadmap
Field Deployment Gallery
Active Ground Adoption in Hisar
Real-world moments capturing our frontline health workers using the offline-first mobile application in their daily maternal checkup routines.
ASHA Workers at Bhagana PHC
ASHA and ANM worker cohort validating the offline data collection registry and syncing metrics in Hisar, Haryana.
Ground-Level Collaboration
Peer-led digital training session where frontline workers collaborate to review offline diaries and track high-risk patient records.
Core Infrastructure
The Three-Pillar System
ASHA/ANM field application featuring off-line registry capture, local Isar DB query indexing, background syncing queues, and smart validation forms.
- Offline-first local storage
- Instant 92% sync < 24h
- Camera-based Aadhaar OCR
Edge-to-cloud AI system routing vital signals, running automated triage lists, triggering risk flags, and enabling offline voice guidelines.
- Neo4j semantic relationships
- Offline Hindi & English Voice
- ARIMA disease predictions
Command center suite providing administrative access levels, epidemiological heatmaps, stock inventory alerts, and instant reports.
- District Chief Medical Office Link
- Unified State HQ dashboards
- Instant PDF/Excel generation
Regulatory & Program Alignment
Hybrid supply distribution &
UPI-like deferred settlement
Our priority-aware supply redistribution system separates physical medical stock movement from administrative accounting ownership to eliminate critical medicine stockouts in under-served villages.
1. Peer-to-Peer Redistribution Network
When a village or PHC faces stockout risk, our decision engine analyzes local surplus nodes and initiates direct horizontal peer-to-peer transfers (PHC ↔ PHC) instead of waiting for top-down district distribution.
2. UPI-Like Deferred Ledger Settlement
Enables instant on-ground physical movement of life-saving medicines. The transaction is logged on a permissioned ledger instantly, while financial and budgetary reconciliation is aggregated and settled at the district level later.
3. Governance & Cryptographic Auditing
Integrates three validation tiers: Level 1 (Auto-approved small quantity nearby transfers), Level 2 (Supervisor notification), and Level 3 (District CMO manual approval). Maintains a secure, unalterable ledger history.
Partner With Us for a State Pilot
Are you representing a State National Health Mission (NHM), municipal corporation, or public healthcare NGO? We are currently booking partnerships for Phase 3 rollout blocks. Discuss customized FHIR API mappings and deployment options with our healthcare unit.
Download Swasthya Doot APK
Download the release binary directly to your Android test device or inspect it on the store.
Open on Play Store →