Methodology
How I think about building governance systems.
Patterns, frameworks, and design principles drawn from building data quality and orchestration infrastructure in regulated environments. No vendor names. No proprietary details. Just the thinking.
01
The Control Pattern
Data governance and AI governance share the same operational logic. Here's the pattern that connects them.
02
From Audit Assertions to Data Quality Dimensions
Why a Chartered Accountant sees data governance differently — and why that difference matters.
03
Building in Constrained Environments
What it means to design data infrastructure when you can't pip install, can't Google the error, and can't iterate quickly.