A leadership team was losing hours every reporting cycle to the same manual grind: log into several separate systems, pull the numbers by hand, drop them into a slide template, and rebuild the same scorecard deck from scratch. The work was tedious, easy to get wrong, and it only existed because a person sat down and did it every single week.
We built a custom Cowork assistant that runs on a schedule with computer control. It logs into the source systems itself, extracts the current numbers, and generates the finished PowerPoint scorecard, formatted and ready, without anyone touching a spreadsheet. It runs on its own cadence and hands a human the final deck to review, not assemble.
Roughly 450 hours per year of manual reporting removed. Reporting is consistent, on time, and the same every period. The team’s time shifts from building the report to acting on it.
Can Claude Cowork pull data from systems and build a report automatically?
Yes. With computer control and a scheduled task, a Cowork assistant can log into your tools, extract the data, and generate a finished deck or report on a recurring schedule, with a human reviewing the output rather than assembling it.