Choose Your Route
A working map of data, delivery, governance, and the occasional useful musing. Follow guidance or start where you like, then follow the route that fits what you need.
Core Idea
Get the structure right --> make it repeatable --> prove the outcome.
Or, put another way: fix what keeps happening, not just what just happened .
Executive Summary
The quickest way in. A practical overview of how data is defined, moved, governed, and proven — and how the rest of the site connects.
Making it Work
Turning good design into working delivery — aligning structure, execution, and control so it holds up in practice.
Tools & Templates
Practical artefacts — templates, patterns, and working examples you can pick up and use straight away.
Data Thinking
The underlying way of thinking — structure, meaning, relationships, and why most data problems begin here.
AI / ML
AI in the real world — what works, what doesn’t, and why data quality still does the heavy lifting.
GDPR: Myths & Facts
Practical GDPR. Less noise, more clarity on risk, responsibility, and sensible handling of data.
Lake House Glossary
Plain-English definitions of data platform terms when the jargon starts getting in the way.
Philosophical Musings
Reflections behind the work. Ideas, observations, and the occasional nudge.
The 4 C’s
A modest framing of a familiar problem: what is Core, what is Configured, what is Custom, and what depends on Context. Useful for keeping delivery conversations honest.