Department of Health and Family Welfare
Five evidence-based challenges identified for this entity, each paired with a ready-to-build AI tool specification — free for the Government of India to deploy.
Top 5 Challenges
Drawn from official reports, audits, parliamentary material and public feedback. Framed as improvement opportunities, never as criticism.
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1
Ayushman Bharat claim processing and fraud detection strain payer systems
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2
Drug and vaccine stockouts at facilities reported late through manual systems
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3
Health facility HMIS data quality gaps distort programme monitoring decisions
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4
ASHA and frontline worker reporting burden reduces service delivery time
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5
Grievances on CGHS and hospital services face slow multi-level redressal
Five AI Tools
Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.
Arogya Kavach
Health Claim Fraud Analytics
Fraud analytics support for Ayushman Bharat PM-JAY claim teams: screens hospital claims against package rules and known abuse patterns — upcoding, ghost patients, unbundling, implausible volumes — scores risk, and drafts audit triggers and desk-review notes.
View build specAushadhi Netra
Drug Stockout Early-Warning System
An early-warning copilot for essential medicine availability: reads facility stock reports, computes days-of-stock against consumption, predicts stockouts of key drugs and vaccines before they happen, and drafts reorder alerts and redistribution plans between facilities.
View build specSwasthya Darpan
HMIS Data Quality Monitor
A data-quality monitor for health information systems: audits facility HMIS submissions for impossible values, breaks and copy-forward reporting, scores districts on reliability, shows which programme indicators are unsafe to use, and drafts targeted data-review feedback.
View build specSahayika Vaani
Frontline Worker Reporting Copilot
Cuts paperwork for ASHAs, ANMs and anganwadi-linked health work: converts a spoken or typed field diary in any local language into every register and report format required — due lists, HBNC visits, incentive claims — so frontline workers spend time on families, not forms.
View build specSeva Doot
Health Grievance Resolution Tracker
A grievance resolution tracker for CGHS and public hospital services: classifies complaints, routes each to the accountable level — wellness centre, hospital, CGHS city unit or ministry — tracks ageing against CPGRAMS timelines, and drafts empathetic, accurate replies.
View build specAre you from Department of Health and Family Welfare?
We will build, deploy and hand over these five tools to your office free of charge, as a seva to the nation. No licence fee, no lock-in.
Contact the project team