Monitor your data collection in real-time. Enforce GPS boundaries, track quotas, and validate variables instantly with a robust Python backend.

Visualize survey locations with precise zone overlays. enforce GPS constraints to ensure fieldwork integrity across regions.
Track sample progress in real-time against strict demographic targets. Auto-stop collection when quotas are met.
Deep dive into survey variables. Analyze distributions, detect anomalies, and ensure data consistency instantly.
Built for engineering teams who demand control and reliability.
Leverage the power of Python for heavy-duty data processing.
Stateless, server-to-server authentication for secure API access.
End-to-end type safety ensures frontend and backend stay in sync.
Fully transparent codebase. Self-hostable and extensible.