AI Decision Intelligence
AI Active · India
🤖 AI Engine Active: 14 predictive models running · Last inference: · Accuracy avg: 94.2%
Population Risk Map — India
Top At-Risk Districts
Murshidabad, WBScore: 87
Vidarbha, MHScore: 83
Kalahandi, ODScore: 74
Mewat, HRScore: 71
Disease Outbreak Forecast — Next 30 Days
DengueHigh Probability
78% likelihood · Peak: Weeks 2–3 · Regions: KA, TN, WB
MalariaMedium Probability
52% likelihood · Peak: Week 3 · Regions: OD, JH, CG
RespiratorySeasonal Pattern
34% likelihood · Consistent trend · Regions: DL, HR, UP
Hospital Demand Forecast
OPD Load Forecast+18% expected
Bed Occupancy Forecast82% avg predicted
Emergency Cases Forecast+9% expected
Active AI Alerts
🔴 Dengue Surge — Kolkata SouthCritical
34 cases / 48hr. Threshold breached. Immediate vector control recommended.
Triggered: 2h ago · AI Confidence: 97%
🔴 Bed Capacity — AIIMS DelhiCritical
ICU occupancy at 96%. Predicted overflow in 18 hours. Divert protocol needed.
Triggered: 4h ago · AI Confidence: 93%
🟡 Cholera Risk — MurshidabadWarning
Flood conditions + low sanitation score. ORS stockpile recommended.
Triggered: 6h ago · AI Confidence: 88%
🟡 Drug Stock Low — 12 PHCsWarning
Essential medicines below safety threshold. Resupply trigger activated.
Triggered: 8h ago · AI Confidence: 99%
🔵 Immunisation Gap — BardhamanWatch
Vaccination coverage dropped below 70%. Outreach camp recommended.
Triggered: 12h ago · AI Confidence: 91%
🏛️ Policy Scenario A
Expand PHC coverage by 30% in rural districts
Cost per DALY averted₹2,400
🏛️ Policy Scenario B
Universal immunisation + ASHA worker scale-up
Disease Incidence Reduction-22%
Cost per DALY averted₹1,800
🏛️ Policy Scenario C
AI-guided triage + teleconsult for rural areas
Cost per DALY averted₹1,200
Policy Impact Simulation Map — India
AI Model Registry
| Model Name | Type | Domain | Accuracy | Last Trained | Status | Action |
|---|
| dengue-forecast-v3 | Forecasting | Disease Surveillance | 96.4% | 3 days ago | Active | |
| risk-stratify-v2 | Classification | EHR Analytics | 94.1% | 1 week ago | Active | |
| bed-demand-v4 | Forecasting | Hospital Management | 92.8% | 2 days ago | Active | |
| drug-stock-pred-v1 | Regression | Pharmacy | 89.3% | 5 days ago | Active | |
| maternal-risk-v2 | Classification | Maternal Health | 95.7% | 1 day ago | Active | |
| ambulance-route-v3 | Optimisation | Infrastructure | 91.2% | 4 days ago | Retraining | |