Field collection
Approved agents visit markets, confirm selling prices, select the commodity and unit, and capture GPS at submission.
From stall to screen
Explore the result →How a market price becomes trusted data.
Every public price follows a traceable field, verification, and moderation journey.
Offline-safe sync
When signal is unavailable, reports stay safely on the device and automatically sync to Firestore when connectivity returns.
Two-layer verification
Agent-side range checks and server-side rolling averages identify unusual prices, while GPS is compared with the market location.
Moderation and publishing
Flagged entries enter the admin moderation queue. Approved reports update the public price index and partner feed.
Integrity by design
Technology supports the field team at every step.
Range checks compare a report with recent market signals.
GPS checks confirm collection near the registered market.
Human moderation resolves anything the automated pipeline flags.