Back to Akasha
Akasha · Yield AI
CIDSA Yield Intelligence AI Engine
Know your harvest before the harvest.
Module Role
Yield prediction and forecasting
About this module
What it does
Yield Intelligence AI Engine fuses growth-stage imagery, micro-climate data, irrigation logs, and historical performance to produce a daily yield forecast per block. Forecast tightens as the season progresses — promoters and buyers see the same number and can act on it weeks before harvest.
Key features
- Daily updating yield forecast per block
- Confidence interval narrowing with time
- Marketing + storage planning integration
- Buyer contract pre-allocation
- Crop insurance triggers from yield gap
CIDSA Analytics · Akasha
Forecast Tightening
Cotton · 22 blocks · 120-day cycle
This SeasonAll BlocksIndia
D-30 MAPE
6.4%
-7 ptsD-7 MAPE
2.1%
-9 ptsPre-sale acres
64%
+38 ptsStorage planned
92%
utilisationForecast tightening over time
95% CI band
- Forecast
- High CI
- Low CI
Realised yield · 6 blocks
q/ac forecast vs. actual
- Actual
- Forecast
Sample simulation data · Live data feeds available in deployment.Powered by CIDSA Data Visualization & Analytics
Related Akasha modules
See all modulesAI Core
CIDSA Smart Crop Analytics AI
AI-driven crop insights and predictions
InputsCIDSA Precision Input Optimization Suite
Optimization of seeds, fertilizers, pesticides
DataCIDSA Agri Digital Asset Hub
Centralized farm data and asset management
PathologyCIDSA Crop Stress & Disease Intelligence
Early detection of crop stress and diseases