AgOps Data — Operational ground truth for agricultural autonomy. AgOps Data is a field-operations data platform that helps agricultural AI, robotics, equipment, and precision-ag companies collect, label, and evaluate real-world tractor, spraying, mowing, harvesting, and repair workflows. Solving the Sim2Real gap, one edge case at a time.
Workflows we capture, label & evaluate
Testing domains
Three environments. Every hard edge case.
Tree-Nut Orchards
Under-canopy navigation, tool clearance, and heavy dust / occlusion tracking.
High-Value Row Crops
Tight bed tracking, early-stage weed differentiation, and high-speed cultivation.
Broadacre Commodity
30-inch row alignment, canopy closure metrics, and row-end turning physics.
Core capabilities
From raw field capture to model-ready ground truth.
Custom Field Capture Protocols
Targeted camera rigs configured to your exact engineering priority and crop environment.
Expert Agronomist & Operator Reviews
Domain specialists validate every clip for real-world agronomic and operational accuracy.
Temporal Action & Outcome Labeling in CVAT
Frame-accurate annotation in CVAT, exported to COCO, YOLO & Pascal VOC.
Sim2Real Edge-Case Generation
Dust, glare, and terrain anomalies captured to stress-test production models.
Request an Edge-Case Validation Dataset
Tell us your current vision pipeline bottleneck. We are deploying targeted camera rigs across our active partner acreage next week.
Request received.
Our data operations team will follow up via email within 24 hours to coordinate your custom capture protocol.