Precision ag platforms from different vendors cannot share field data

A typical 2,000-acre corn-soybean operation uses a John Deere planter (Operations Center), a Case IH combine (AFS Connect), a Climate FieldView subscription for agronomic recommendations, and a third-party variable-rate fertilizer applicator. Each system stores field boundary, as-planted, yield, and soil data in proprietary formats behind separate logins. Converting a single field's yield map from one platform to another requires manual shapefile exports, format conversions, and re-uploads -- a process that takes 30-60 minutes per field. For a 30-field operation, that is an entire week of desktop data wrangling every season. The consequence is that most farmers simply do not integrate their data, which means their variable-rate prescriptions are based on incomplete information and they cannot close the loop between what they planted, what they applied, and what they harvested. The root cause is that each equipment manufacturer treats data as a competitive moat. There is no enforced interoperability standard despite the existence of ADAPT and ISO 11783 (ISOBUS) frameworks.