SQL-Native Extraction
Map your REST endpoints, S3 buckets, and databases directly to virtual tables using declarative source definitions.
Stateful Resilience
Built-in state tracking and SQL-driven check-pointing ensure pipelines automatically pick up exactly where they left off.
Architectural Decoupling
Keep lightweight scalar extraction properties strictly isolated from heavy-duty downstream warehouse transformation modeling.