Industrial Egocentric Datasets
First-person video, audio, and multi-modal sensor recordings from live industrial environments — mines, refineries, ag operations, processing plants. The data your benchmark models have never seen.
Datasets, simulators, benchmarks, and live site access — built from working mines, refineries, plants, and farms. Industrial reality your lab can't otherwise reach.
First-person video, audio, and multi-modal sensor recordings from live industrial environments — mines, refineries, ag operations, processing plants. The data your benchmark models have never seen.
Simulated industrial workflows your agents train against — cascades, alarms, noisy state, sparse rewards. Built to match real plant dynamics, not toy gridworlds.
Run your robotics prototype on a working industrial site. We bring the operator buy-in, safety case, and site access. You bring the robot. Telemetry is yours.
Standardized eval suites for real industrial tasks — fault cascade response, P&ID reasoning, autonomous excavation, alarm triage. Publish-quality numbers, defined against ground truth.
Geometry, physics, sensor placement, and telemetry replay — built from working sites, not approximations. Train and validate against the same plant your deployment will land on.