Insights

Thinking on Data & AI

Practical, opinionated writing on AI strategy, data engineering, and what it takes to build data-driven organizations.

AI Strategy for the Enterprise in 2025: From Pilot to Production

Most enterprise AI pilots fail before they scale. Here's the strategic framework I use to help organizations move from scattered experiments to systematic AI value creation.

AI Strategy Enterprise AI Digital Transformation

February 10, 2025 · 8 min read

Data Engineering

Building Modern Data Platforms: The Architecture Decisions That Matter

The modern data stack has exploded in complexity. Here are the architectural principles and tool decisions that actually move the needle for growing data organizations.

Data Platform Data Architecture Data Mesh

January 22, 2025 · 10 min read