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Public Health EWS

Early warning system that aggregates ILI (influenza-like illness) case counts, OPD footfall, laboratory positivity rates, and population mobility data to detect disease outbreak clusters 2–3 weeks ahead of epidemic thresholds. Geospatial dashboard shows spreading hotspots at district level, predicted case trajectories, hospital bed demand forecasts, and AI-recommended pre-positioning of medicines, vaccines, and rapid response teams.

Public Health EWS — Pragyan Ai

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Delivery Intelligence

Tracks end-to-end delivery of public welfare schemes (PMAY, DBT, MGNREGS, health camps) from fund release to beneficiary receipt — surfacing drop-off rates at each stage. Ranks districts and blocks by delivery efficiency, identifies systemic bottlenecks (pending KYC, dormant accounts, last-mile agent gaps), and quantifies how many eligible beneficiaries are still unreached with AI-prioritised intervention plans.

Revenue Intelligence Platform

Monitors GST, stamp duty, excise, and non-tax revenue collection in real time against monthly and annual targets. Detects statistical anomalies indicative of evasion or under-declaration, ranks high-risk assessee clusters by potential leakage value, and forecasts month-end shortfalls. AI generates enforcement priority lists, litigation outcome probability scores, and sector-wise collection improvement plans for the Finance department.

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