Stop guessing which
data tools to choose.
Built from 200+ client audits where we consistently find 35–60% of data infrastructure spend is wasted. Covers real cost benchmarks across Snowflake, BigQuery, Redshift, and Databricks; fillable scoring matrices for warehouse, orchestration, and transformation decisions; and four battle-tested stack patterns with actual monthly costs at startup, mid-market, and enterprise scale.
Data Stack Decision Framework
What’s inside
- 01Why Your Data Stack Choice Matters More Than Ever
- 02Cloud Data Warehouses: Deep-Dive Comparison
- 03Real Cost Benchmarks: What Teams Actually Pay
- 04Warehouse Decision Matrix (Fillable)
- 05Data Orchestration: Beyond Airflow
- 06Orchestration Cost Analysis and Decision Matrix
- 07Transformation Layer: dbt and Beyond
- 08Transformation Cost Analysis and Decision Matrix
- 09Stack Architecture Patterns: 4 Proven Combinations
- 10The 5-Step Implementation Framework
- 11Cost Optimisation Checklist
- 12Next Steps and Free Stack Audit
Built for the people who own the decision.
Head of Data
Justifying stack decisions to the board without a coherent framework.
Data Engineer
Inheriting a legacy stack and needing to modernise without blowing up production.
CTO / VP Engineering
Evaluating vendor proposals and separating substance from sales pitch.
Want us to apply it to your stack?
Book a free 30-minute strategy audit. We’ll walk through the framework together and tell you exactly where your current stack needs attention.