Reports operations can run without a further request

Self-service reporting, here, means an operations team can filter and reuse a report without sending another request. That is a model and a layout problem, not a training-video problem.

What the page has to make obvious

The next action. If the important number is in the third row, people will ask for a screenshot instead of using the report.

Filters have to match how the team already talks about the work: site, shift, product, not a warehouse key.

What sits underneath

A semantic model they are allowed to use, refresh they do not have to trigger, and measures whose names match the conversation.

If a new cut still needs a new page every time, the model is not self-serve yet.