Frame a business question

Start with what you know

Tell the agent what you are trying to understand or decide. Add the metric, comparison, time range, or area of concern when they are already known, but do not wait until every detail is settled.

For example:

Use Marivo to find out why revenue fell last quarter. Compare it with the same quarter a year earlier, and pay particular attention to regional changes.

The agent can inspect the project’s semantic layer and ask for clarification when a missing choice would materially change the analysis.

Confirm choices that affect the meaning

You do not need to approve an analysis worksheet. Pay attention when the agent needs to choose or change:

• the business metric;
• the population or time range;
• the comparison used to interpret a change;
• a segment or assumption that could change the conclusion.

Confirm or correct those choices in business terms. Catalog inspection, semantic-change certification, operator selection, and session management belong to the Marivo skills.

Continue

When the question is clear enough to investigate, continue to First agent-guided analysis. You can refine the question later if the evidence exposes a more important issue.