Where does the data come from? Database, API, CSV? - [ ] **Aggregation point identified** — Does Python aggregate, or does the query return pre-aggregated data? - [ ] **Template structure planned** — Executive summary first, then KPIs, then charts, then tables - [ ] **Parameterization designed** — W