Pykes | Partners

Product

The Core: Structural
Integrity by Design.

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

SYSTEM_STATUS: READY_FOR_DEPLOYMENT

Architecture

The Pykes Core is a portable, dockerized engine. Ingestion, transformation, and storage unified in a single deployable unit — platform-agnostic by design.

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
Power BI / Metabase

Visualization Layer

Configured, Not Coded

The Configuration-First Advantage

The Pykes Core is a portable, dockerized engine designed for rapid deployment. Unlike fragmented setups, our Core integrates ingestion, transformation, and storage into a single cohesive unit — platform-agnostic, and deployable to any cloud in days, not months.

  • Template-driven setup eliminates billing for custom coding
  • 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

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Engine

Docker & Python

Containerized, reproducible pipelines

Logic

dbt

Data Build Tool — transformation as code

Storage

PostgreSQL

Battle-tested relational warehouse

Visualization

Power BI / Metabase

High-fidelity reporting on demand

Deployment

Your Infrastructure, Your Choice.

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.

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 Personnel