Notes on scaling a data-science function

The transition from a single data scientist to a cross-functional team is not a staffing exercise. It is a redesign of the function itself: what gets centralized, what gets embedded, what gets written down, what stays tribal — and which calls only you can still afford to make.

Notes in progress — full write-up coming soon.