Summary
Provided field-level agricultural risk analysis for banks and insurers using satellite imagery and AI models. Shifted underwriting from borrower-based assessments to land-based productivity and climate insights. Enabled large-scale, near real-time portfolio evaluation with ongoing monitoring. Integrated socio-environmental validation to support compliant credit and insurance decisions.