Multilingual offline survey system feeding a live analytics dashboard for 12 countries.
Enumerators work where connectivity is unreliable, so the system had to be offline-first and forgiving — multilingual forms with skip logic, validation, and media capture that sync the moment a signal returns.
From the field to the dashboard
Collected data flows through Python pipelines into a live dashboard, giving programme leads a real-time view across twelve countries without waiting for manual exports.