Construction Robotics Data Collection

Construction robotics data collection captures the layout, material handling, and site navigation behaviors robots perform on active jobsites, with dust, grade change, heavy equipment, and the safety constraints a factory cell does not have. Operant scopes capture to your machine and site class, with synchronized vision, IMU or LiDAR, and the near-miss tails that matter for evaluation. The result is construction-robot training data matched to unstructured sites.

Site tasks

Programs include layout marking, material carry, boom or implement control, and traversal of incomplete floors or grade. Concrete scenarios include construction layout stakeout and rebar tying teleoperation. Uneven outdoor footing is illustrated by outdoor rough-terrain locomotion. Factory fastening and insertion stay on industrial manipulation. Asset scan and defect coverage is inspection robotics data collection, not build work. Four-leg platforms on site often align with quadruped robot data collection. Mining-adjacent outdoor work, haul roads, benches, dust, can sit in the same program when that is the deployment, rather than a separate catalog page.

Modalities

Jobsite stacks mix cameras, IMU, and often LiDAR. We align them through our multi-sensor synchronization service. Unstructured contact and grade are where simulation drifts, so programs often include sim-to-real data collection.

Tail behaviors

Occluded workers, shifting spoil, wet grade, and stopped equipment are captured through edge-case data collection so eval is not only a clear-day layout run.

Safety and ops

Capture follows site induction, exclusion zones, and machine lockout agreed in scoping. We do not collect through live lifts or blasts.

FAQ

Do you collect on active jobsites? Yes, with safety review, exclusion zones, and crew coordination set during scoping. Staged pads are available when the site cannot pause.

Is mining a separate industry? No. Mining-like outdoor benches and haul paths are scoped as a construction or field site when that is the robot's deployment.

This vertical is part of Operant's broader robotics data collection practice.