Self-Service
Data at Scale
A modular, high-performance data fabric. Unify registered fetchers and builder-generated connectors into a consistent, Iceberg-backed research warehouse with lineage and tenancy isolation.
Data Ingestion
Ingest through registered fetchers and an Airbyte-compatible builder. Custom APIs become Fetcher stubs — not an unbounded public connector marketplace.
Airbyte Connector & Ingestion Pipeline
Data Catalog
Kedro-style BaseDataset abstraction with Iceberg backing. A unified lakehouse architecture with time travel, schema evolution, and full lineage.
Iceberg Catalog & Data Lineage Visualization
Pipeline Orchestration
Dagster-powered pipeline orchestration for reliable data transformation. Monitor job status, dependencies, and data quality assets in one place.
Dagster Orchestration UI Screenshot
Vector Search & RAG
pgVector integration for high-performance vector search. Embed research papers, market notes, and strategy logs for RAG-optimized retrieval.
Vector Store & RAG Retrieval Diagram
Data Discovery
Active discovery browser for exploring your datasets. Integrated Trino support for querying across disparate data sources with SQL.
Data Discovery Browser & SQL Editor
Domain-Based Governance
Granular access control at the data domain level. Define and enforce policies on Iceberg namespaces and catalog facets to ensure the right agents have access to the right data.
Data Domain Policy Editor & Catalog Permissions
Self-Service Data Fabric
AlphaSwarm provides a four-phase expansion path for your data operations, from basic CSV ingestion to full-scale, Trino-backed data discovery and interactive Superset visualizations.
Layered Storage
Bronze (Raw), Silver (Curated), and Gold (Analytical) layers ensure data quality and performance.
KB Federation
Federate knowledge across silos with pgvector control planes and RAG-optimized retrieval.
Stack Highlights
- Provider → Cache → DuckDB pipeline
- Airbyte builder + AlphaSwarm fetchers
- Iceberg Catalog & Warehouse
- Dagster sandbox + orchestration
- pgvector Control Plane
- Lineage + tenancy isolation