Скачать или смотреть End-to-End Data Warehouse Architecture for Power BI (Industry Blueprint)

🤗 End-to-End Data Warehouse Architecture for Power BI (Industry Blueprint)

After working deeply on real-world analytics projects, I realized one thing very clearly:

Great Power BI dashboards are not built in Power BI.

They are built on strong data architecture.

So I designed a complete, end-to-end Data Warehouse architecture blueprint, specifically optimized for Power BI performance, scalability, and governance.

This is not a theoretical diagram.

This is how enterprise-grade BI systems are actually built.

What this architecture covers Source Systems (ERP, CRM, APIs, Files)

Staging / Landing Zone (Raw, Reprocessable Data)

Integration & Transformation Layer

Core Data Warehouse (Star Schema – Facts & Dimensions)

Semantic Layer (Power BI-ready Views & Aggregations)

ETL / ELT Pipelines (Incremental Loads, Audits)

Performance Optimization & Security (RLS, Governance)

Why this matters

Most dashboards fail because:

Business logic is pushed into DAX

Data models are poorly designed

No separation of layers

No governance or scalability

This blueprint solves that by keeping:

Business logic in the warehouse

Clean star schema for fast Power BI models

A semantic layer that simplifies DAX

Clear ownership of each layer

What I’m sharing in this post

I’ve created:

A full architecture blueprint diagram

Designed end-to-end in draw.io

A step-by-step editing & design walkthrough video, showing:

How each layer is structured

Why each component exists

How everything connects to Power BI

This is meant for:

• Data Analysts

• BI Developers

• Data Engineers

• Analytics Architects

• Founders building data-driven products

If you’re serious about scalable analytics, this architecture is your foundation.

Architecture before dashboards.

Systems before visuals.

Engineering before DAX.

Would love to hear your thoughts

What layer do you see most teams getting wrong?

If you want to this Architecture digram image, then comment - "Data Warehouse Architecture for Power BI"

#DataArchitecture #DataWarehouse #PowerBI #AnalyticsEngineering

#StarSchema #BusinessIntelligence #ETL #ELT #DataModeling

#DashboardDesign #AnalyticsBlueprint #DrawIO #DataEngineering