Data-Ops:
The Data Plane

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

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