Designing Modern Data Architectures

Most organisations have already invested in:

• data platforms
• analytics
• dashboards

And yet:

insight rarely turns into action

This series explores why — and what’s missing.

The Model

Modern data systems are best understood as layers:

• Build → Databricks
• Structure → Snowflake
• Consume → Microsoft Fabric
• Operate → Palantir

Most organisations have the first three.

Very few have the fourth.

The Series

1. Databricks vs Snowflake

Foundation: Build vs Structure
How data engineering and analytics platforms differ — and where each fits.

2. Databricks vs Snowflake vs Microsoft Fabric

Extension: Build → Structure → Consume
How modern architectures combine platforms into ecosystems.

3. The Operational Decision Platform

Conclusion: Adding Operate
Why data still doesn’t drive outcomes — and how to fix it.

Key Insight

Data platforms create visibility.
Decision systems create outcomes.

Final Thought

The problem isn’t data.

It’s the gap between:

insight → decision → action

This series is about closing it.