VeilAnalytics is a local-first analytics engine powered by DuckDB. Run fast SQL queries and build interactive dashboards directly on your device without uploading raw sensitive data to third-party cloud servers. Key features: • Zero Raw-Data Retention: All computation runs locally via DuckDB. • AST Security Guardrails: Auto-validates SQL queries to prevent injection & file system access. • Instant Setup: Upload CSV/Parquet files and query immediately without complex cloud data warehouses.