Start with the model decision
The useful unit is not a label count. It is a better-defined training or evaluation signal tied to a real model behavior.
About Grasp
We turn complex camera, video, LiDAR and multimodal sensor data into verified ground truth for automotive, robotics and AI teams. Grasp combines managed annotation operations with specialized Physical AI workflows, from a focused pilot to ongoing production.
Grasp is operated by SansaGroup AB through Sansavision in Gothenburg, Sweden. Our services and data handling are governed by Swedish and EU law.

How we think
The useful unit is not a label count. It is a better-defined training or evaluation signal tied to a real model behavior.
Good operations surface disagreement and edge cases instead of hiding them inside a single headline quality score.
Fair pay, clear instructions, stable teams and a meaningful appeal path are operational controls as well as ethical commitments.
A representative calibration set should prove the ontology, workflow and acceptance process before volume accelerates.