Quarterly reports that write themselves

The numbers were never the difficulty. Getting them out of the analytics platform, stripping the noise that does not belong in a report, and turning what is left into something an advisor can hand to a client — that was the work, repeated every quarter for every site.

Letting a model write the interpretation is the obvious shortcut and the obvious risk. Asked why traffic spiked, a model will happily supply a reason, and a plausible reason is not the same as the right one. In a report going out under a public body's own name, a confident invention is the one failure that cannot be allowed.

A quarter's reporting became a review rather than a build. The finished report arrives as a document, a slide deck or a PDF, already in the right house style, and the advisor spends their time on the judgement calls — what to emphasise, what to leave out, what to advise — instead of on charts.

What the report says about a change is established before it is explained. Where a movement can be tied to something that actually happened, that link is confirmed first and only then interpreted; where it cannot, the report says so and leaves it for the advisor. Their name is on it, so it never guesses on their behalf.