A monitoring dashboard is judged by whether an officer can defend a number in a review meeting. That means every aggregate needs a drill-down to the record that produced it.
Field applications must work on low-end devices and intermittent connectivity, and sync without losing evidence.
Exports matter more than charts. Reviews still run on spreadsheets and signed reports.