Last Updated: June 22, 2026. Important caveats regarding spatial model margins and crop yield predictions.
All agricultural indices, NDVI health classifications, and yield projections generated by IPS CeresAI are estimates derived from satellite multi-spectral analyses, historic metrics, and local weather patterns. They do not constitute guaranteed farming outcomes or certified financial returns.
Extreme meteorological changes, atmospheric conditions, or unannounced water releases can skew telemetry dashboard outputs. Farmers must supplement digital dashboards with direct physical field checks.
We rely on public GIS frameworks, Sentinel atmospheric calibrations, and external forecast APIs. IPS CeresAI is not liable for errors originating from these external geospatial feeds.