
Data Pipelines Are the Real AI Product: Why Models Commoditise but Pipelines Compound Value
AI models commoditise quickly. Data pipelines don’t. Why robust AI data pipelines are the real product — and the true source of long-term advantage.

AI models commoditise quickly. Data pipelines don’t. Why robust AI data pipelines are the real product — and the true source of long-term advantage.

Why proprietary data—not AI models—is the real competitive advantage. A strategic guide for leaders building sustainable AI advantage through data foundations.

A data governance strategy only matters if it ships value. Learn how to treat data as a product to unlock AI-ready, trusted, reusable competitive advantage.

McDonald’s AI strategy reveals seven lessons for modern organisations. Discover how AI platforms, data moats, and edge computing drive transformation.

Learn how a data readiness report framework and robust data governance turn messy enterprise data into AI-ready assets. Practical guide for engineering in AI.
Ocasionally, I’ll share practical frameworks and tools you can apply right away.