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.

Active partner acreage · capturing now
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AgOps Data — operational ground truth for agricultural autonomy. Tractor mowing under heavy dust occlusion in a pistachio orchard.

Workflows we capture, label & evaluate

Tractor Operations
Spraying
Mowing
Harvesting
Repair & Maintenance

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.