All case studies
Agriculture
IoT + AI Yield Intelligence for Smallholder Farms
Deployed low-cost soil & micro-climate sensors across 240 villages, paired with a vernacular GenAI advisory assistant.
Client
State Agriculture Department
Timeline
12 months
Location
Maharashtra & Karnataka
+22%
Yield uplift
−31%
Water saved
84,000+
Farmers reached
7
Advisory languages
The challenge
Smallholders lacked timely, locale-specific advisory — leading to over-irrigation and 18-22% yield loss.
Our approach
- Solar-powered LoRa sensor kits per cluster
- Crop-specific yield model trained on 6 seasons of data
- Vernacular voice assistant on feature phones
- Field-officer dashboard with intervention triggers
The solution
An accessible advisory loop where ground-truth sensor data drives personalised, voice-first recommendations in 7 Indian languages.
