External Sources
CSV, JSON, Excel, API feeds
ETL Layer
AI-powered transformation & entity resolution
PostgreSQL + Neo4j
Relational + Graph database storage
NestJS API
REST endpoints, WebSocket, auth
React Frontend
Interactive dashboards & visualizations
Intelligence Analyst
Actionable intelligence & decision making
Data enters the platform from multiple sources: CSV/Excel bulk imports, JSON API feeds from partner agencies, and direct database connections. Each source is tagged with provenance and reliability metadata.