02Scaling Up

Multi-Source Data Intelligence

Unify siloed data with AI-powered orchestration

Sources unified

RAG

Document intel

Multi-Agent

Orchestration

This is for you if...

You pull data from multiple APIs, files, or services and need a unified query layer with AI agents that reason across all of it.

Architecture

Key Capabilities

Delta Lake with ACID transactions (local, no Spark)

Medallion Architecture: Bronze / Silver / Gold

DuckDB for SQL queries on Delta tables

ChromaDB vector store for SEC filing RAG

Multi-agent supervisor routing (LangGraph)

Polars for high-performance transformations

Tech Stack

Delta LakeDuckDBPolarsChromaDBLangGraphSEC EDGARWorld BankYahoo Finance

Industries

FinanceResearchConsultingMulti-source environments