Self-Service
Data at Scale

A modular, high-performance data fabric. Unify ingestion from hundreds of sources into a consistent, Iceberg-backed research warehouse with bitemporal awareness.

Data Plane Architecture

Data Ingestion

Ingest from any source with Airbyte integration (500+ connectors). Use our fetcher codegen to quickly build new connectors for custom APIs.

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

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 Integration (500+ connectors)
  • Iceberg Catalog & Warehouse
  • Dagster Orchestration
  • pgvector Control Plane
  • Bitemporal Data Graph