Capability Domains
The main capability areas covered by Data.
Data is best understood as a focused data and analytics layer.
Business Intelligence
This domain provides data exploration and dashboarding.
| Capability | Main components | Purpose |
|---|---|---|
| Dashboards and BI | Superset | Explore and visualize analytical data |
Data Ingestion And ETL
This domain moves and transforms data between systems.
| Capability | Main components | Purpose |
|---|---|---|
| Ingestion and sync | Airbyte | Connect sources and destinations through repeatable data pipelines |
Event Streaming
This domain supports event-driven data movement.
| Capability | Main components | Purpose |
|---|---|---|
| Streaming backbone | Kafka | Carry event streams between producers and consumers |
OLAP
This domain stores and queries analytical workloads at scale.
| Capability | Main components | Purpose |
|---|---|---|
| ML pipelines and notebooks | Kubeflow | Build, run, and track ML, DL, and GenAI workflows |
Why This Matters
Data gives the platform a clear place for data-intensive services that should not be folded into the Runtime foundation or the CoreAI application layer.