Real-Time Operational Analytics

Sub-second analytics on operational DB change streams: CDC Kafka Flink aggregations → Superset/Metabase dashboards.

• PostgreSQL/BigQuery/Snowflake CDC ingestion
• Flink SQL window aggregations (sub-second)
• Role-based Superset/Metabase dashboard
• Latency SLA alert per dashboard

• Answer operational questions in seconds
• Decision latency goes from hours to seconds
• Self-service dashboards without ETL rebuild
• Real-time KPIs in every team meeting