Building a production pipeline for automotive advertising means dealing with industrial CAD files, complex asset variants — all at scale. Gear Productions shares how they use Houdini and OpenUSD to tackle these challenges, from CAD asset preparation to a USD-native approach for APEX rig portability. They also share how parametric tools occasionally step outside the pipeline to support designers in exploring new product directions.