This agentic workflow automates a high-stakes operational bottleneck: manually correlating disparate field data to ESG disclosure frameworks. It eliminates weeks of manual data wrangling and report assembly by ingesting drone-captured NDVI, soil conductivity maps, and application records from farm ERP systems like John Deere Operations Center. An orchestration layer, built with LangGraph, triggers specialized agents to calculate metrics like nitrogen use efficiency and erosion risk, directly tying field operations to investor-grade compliance outputs and reducing reporting labor by over 70%.




