Laboratory Automation Data Collection

Laboratory automation data collection captures the pipetting, labware handling, and protocol-following behaviors robots perform on real benches and hoods, with the contamination, liquid, and alignment failures that decide assay quality. Operant scopes capture to your deck, instruments, and SOPs, with synchronized vision, force, and proprioception. The result is lab-robot training data matched to your protocol, not generic pick-and-place.

Lab tasks

Lab programs include tip pickup, draw and dispense, plate handling, and recovery from drips or missed wells. Representative scenarios include laboratory pipetting dexterity capture and microplate handling lab automation. Factory insertion and fastening live on the industrial manipulation page; lab work is a different cell, with contamination rules and liquid outcomes. OR and procedure tool capture belongs on surgical robotics data collection; clinical corridor AMR logistics belongs on hospital robotics data collection.

Modalities

Fine motion needs force/torque and proprioception locked to RGB-D through our multi-sensor synchronization service. Demonstrations are usually gathered as teleoperation capture or scripted robot demonstration data so operators can show the millimeter corrections a catalog grasp set never includes.

Tail behaviors

Missed wells, bubbles, wet tips, and labware shift are labeled through edge-case data collection so evaluation can tell a clean protocol from a contaminated one.

Safety and ops

Capture follows the lab's contamination, PPE, and instrument lockout rules. We do not treat a bench as a factory cell.

FAQ

Is this industrial manipulation data? No. Laboratory automation data collection is protocol and liquid work on real labware. Industrial cells are covered separately.

Can you capture in a working lab? Yes, with access, contamination, and instrument rules agreed during scoping.

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