Gemini and Claude both built impressive offline utility apps, but only one consistently got the details right.
Open the printed URL (default http://localhost:8501). Use the sidebar filters (region / segment / recency / min spend) and the four tabs: Segmentation · RFM Explorer ...
A simple CSV export and a detailed AI prompt were enough to turn my spreadsheet into a surprisingly capable offline app.