Teaching the analysis step to write what matters

After splitting a monthly data pipeline into collection and analysis stages, the analysis job still produced long reports nobody read. The AI was told to produce a short action list instead: at most five items, each with the expected benefit, effort, and a concrete first step. One readable email replaced the data dump.