Flow Diagram: AI-Powered Predictive Flow: Proactive Citizen Service Platform

Dynamic Prioritization Engine Tracks Models, (Python Backend)

Predictive Intelligence (Vertzx AI) Train Models, Forecast Demand, Predict Risk (T+3-7 days)

Data Ingestion & Unification Data from NDAP, State Systems & IOT BigQuery

Continuous Improvement (MLOPs)

Execution & Feedback Loop (GAAss) Track Actions, Log Transparency

Actionable Routing 4a. Proactive Route Preventive Action 4b. Reactive Triage Resolves Transparency

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