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Product

The Core: Structural
Integrity by Design.

A standardized, open-source data engine that turns raw source systems into a validated warehouse in days. Engineered on the Medallion Architecture. Built for scale.

Medallion Architecture · Open Source · Deploys in Days

Architecture

One container, three stages. Raw data enters on the left, moves through the Medallion layers inside the engine, and leaves as a clean star-schema ready for analytics — the same path on any cloud.

Source Systems

ERP · CRM · API

Python Ingest
Dockerized Core
dbt
Data Repository
01 Bronze
RAW · PERSISTENT
02 Silver
CLEAN · UNIFIED
03 Gold
STAR-SCHEMA → OUTPUT
Gold Layer
Analytics /
The Agent

Consumption Layer

Configured, Not Coded

The Configuration-First Advantage

Most data platforms are hand-built from scratch — which is why they take months and cost a fortune to change. The Core flips that: the architecture is already engineered, so each deployment is a configuration, not a rebuild. You define what's different about your business; the proven foundation stays the same.

  • Template-driven setup — you're not paying us to hand-code what should be configured
  • No vendor lock-in — you own the logic
  • Repeatable deployments with zero drift
core.config.yaml 
source_system: ERP_Production
architecture:  Medallion
layer_validation: strict
output_schema:  Star_Schema

The Medallion Standard

01

Layer 01

Bronze

Direct ingestion of source systems. No logic, just persistence. Every raw record is stored as-is — a time-stamped audit trail from day one.

Raw Ingestion

02

Layer 02

Silver

Cleaning, de-duplication, and joining. Your data, standardized. Conflicting records are resolved; schemas are unified across all sources.

Unified Cleansing

03

Layer 03

Gold

Final Star-Schema models. Logic built for reporting and AI-readiness. Decision-ready data with zero ambiguity, every time.

Decision-Ready Models

Powered by an Elite Open-Source Stack

Engine

Docker & Python

Containerized, reproducible pipelines

Logic

dbt

Data Build Tool — transformation as code

Storage

PostgreSQL

Battle-tested relational warehouse

Consumption

Analytics / The Agent

Dashboards and a private agent on demand

Deployment

Your Infrastructure, Your Choice.

01

Managed Core · SaaS

We manage the infrastructure.

We host and maintain the environment on our high-security infrastructure. You own the data; we manage the uptime.

02

Self-Hosted · Docker

Deploy to your environment.

We deploy the Dockerized container directly to your preferred cloud provider — Azure, AWS, or GCP. You maintain full environmental control.

Ready to deploy the Core?

Configuration starts with a conversation.

Initiate Core Deployment View Team