Writing
On data, teams, and getting it right
Notes on the parts of this work that don't fit in a services page. Three pieces in progress.
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AI-Readiness
Coming soon
Making your data AI ready
AI initiatives rarely fail at the model. What it actually takes underneath: semantic layers, data contracts, and access controls an agent can safely act on.
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Team & org
Coming soon
How to structure a data org at every stage of growth
The shape that works at ten people breaks at a hundred. Which roles to hire when, when to centralise, and when to embed analysts in the teams they serve.
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Analytics
Coming soon
Self-serve analytics that actually holds up at scale
Handing everyone a BI tool is not self-serve. What has to be true about your modelling, metric definitions, and ownership before people can answer their own questions.