Agricultural Robot Training Data Marketplace

Scale Shift: factory robot training (structured environments) → agricultural robot training (open field). Physical AI platforms are production-ready. No Open-H equivalent for agriculture — manipulation data barely exists.

Agricultural manipulation training data marketplace. Customers: John Deere (Blue River Technology), Agrobot, AIGEN, Abundant Robotics successors. Data gap: real-world harvesting, weeding, pruning manipulation sequences.

Simulation tools generate synthetic training environments. John Deere has proprietary 6+ years of data. Feature test: leading simulation platform + one John Deere partnership kills this marketplace.

Triple kill: simulation reduces need for real-world data; John Deere/major OEMs have proprietary data and no incentive to share; farmer data-sharing incentive is misaligned (their operational secrets). Lesson: data marketplaces require aligned data producer incentives.