Kerala Farmer Confidence Copilot
A small paddy farmer records a short voice note in Malayalam and uploads a crop photo when leaf discoloration appears. The system converts the voice into structured farm events and analyses the image along with crop stage, weather context, and past practices. Instead of giving generic advice, the platform calculates confidence and suggests either a safe action, waiting for observation, or escalation. When confidence is low, the case is routed to an FPO coordinator or Krishi Bhavan officer with full context. Aggregated signals from nearby farms help detect early stress patterns, enabling timely intervention while reducing unnecessary pesticide use and decision risk.
Website : https://quantumweaveintelligence.com/
Current Status: Early revenues
Business Model: B2G
Product Description
Kerala Farmer Confidence Copilot is a mobile-based decision support system designed to help farmers take timely and safe crop-management decisions. Farmers simply send voice messages in Malayalam or crop photos using their phone. The system analyses the inputs along with crop stage, weather context, and past farm history, and returns clear guidance with a confidence level. When confidence is low, the case is automatically escalated to FPO coordinators or agricultural officers instead of issuing uncertain advice. The platform reduces unnecessary chemical use, prevents delayed interventions, and supports extension services by prioritising cases that truly need human attention. It requires no sensors, no manual data entry, and integrates naturally with existing Krishi Bhavans, KVKs, and FPO workflows. The focus is on trust, early intervention, and practical decision support rather than generic recommendations.
