Episode Intelligence

Episode Intelligence builds data infrastructure for robot learning teams. We convert recordings of physical activity from robots and humans into structured datasets that models can actually train on. The system links video, actions and scene state with task outcomes, so teams can understand what changed in the world and where behavior failed or recovered.

Founded by Eldaniz, whose work spans neural representations, motion planning, manipulation, and robot learning systems. He has worked on neural representations for classical motion planners and has experience enriching the 3D understanding of vision-language-action models.