Friday reading for the rest of the week.

Phase, task and activity coding has been mandatory since April 2018. Eight years on, files still land uncoded. That is not a software gap. It is a workflow gap — and it is why AI cannot build your bill. It will build the structure. It cannot invent the note you never made. Where it earns its keep is upstream: capture at the point of work, not archaeology ten years later.