The bottleneck is manual data wrangling across remote sensing, farm management software, and lab results, which delays credit issuance and introduces audit risk. A custom workflow automates this by orchestrating agents to ingest, validate, and model data against carbon protocols like Verra VM0042. The operational upside comes from reducing a 6-month verification cycle by 60%, lowering project development cost, and enabling scalable MRV across thousands of acres by connecting systems like John Deere Operations Center, Sentinel-2 APIs, and ERP platforms.




