Writing

Thoughts on data, analytics, and AI readiness.

Practical notes from building revenue data platforms, scaling analytics, and enabling self-serve insights.

Feb 08, 2026 • 10 min read

Building Agent-Ready Data Pipelines with dbt and the Cloud

A practical guide to creating AI-ready datasets using dbt and cloud data platforms.

Feb 07, 2026 • 6 min read

Learn how to prepare, clean, and enrich data so AI agents can retrieve accurate context and avoid hallucinations.

Feb 01, 2026 • 1 min read

Lessons from launching Shopify's Revenue Data Engineering team and shaping a platform that serves every revenue motion.

Dec 10, 2025 • 6 min read

How schema design, metadata, and semantic layers shape the performance of AI-assisted analytics.

Oct 05, 2025 • 7 min read

How semantic layers, data quality, and enablement turn self-serve analytics into a reliable platform for humans and AI agents.

Oct 02, 2024 • 6 min read

How to make LLM-powered analytics useful, safe, and adopted by business teams.

Jul 12, 2024 • 1 min read

A practical blueprint for revenue data platforms that stay reliable while the business grows.