
Insights
In-depth thinking on data, platforms and AI
Practical research, analysis and perspectives drawn from real delivery experience.
Our Insights bring together deeper analysis and longer-form content on the challenges organisations face with data, platforms and AI.
These reports and whitepapers are grounded in hands-on delivery experience and focus on what actually works in practice. They are designed to help leaders and teams make better decisions about strategy, architecture, operating models and investment, based on real-world evidence rather than theory.
Access to these materials is free. We ask for a small amount of information so we can share the content and, where useful, continue the conversation.

Why Metadata is the Foundation for Modern Cloud Data Platforms
This paper explores how metadata-driven architectures simplify scaling, strengthen governance, and prepare data platforms for AI adoption. It also introduces practical ways to apply these principles using proven frameworks such as CF.Cumulus.

