Reference Architecture
A high-level view of how Data services fit together.
Data groups the platform services that focus on ingestion, streaming, analytical processing, and business intelligence.
Architecture View
Data Domains
| Domain | Main role | Example components |
|---|---|---|
| Business intelligence | Explore and visualize analytical data | Superset |
| Data ingestion and ETL | Move and synchronize data across systems | Airbyte |
| Event streaming | Carry and distribute streaming events | Kafka |
| ML pipelines and notebooks | Build, run, and track ML/DL/GenAI workflows | Kubeflow |
Design Intent
Data gives BullSequana AI a dedicated data and analytics layer that complements the Runtime and CoreAI tiers. It allows the platform to support AI systems that rely on richer data movement, event flows, analytical querying, and business reporting.