Watch the panel "The Road to Production: Making Automotive Sensor Technologies Robust, Affordable, and Trustworthy" from AutoSens Europe.

Oded Shoval, Director of Product at Beamr, Heiko Leppin, Senior Expert LiDAR at AUMOVIO and Prof. Alexander Braun​, Professor of Physics at the University of Applied Sciences Dusseldorf, moderated by Shaheen Amanullah, Director - Camera Systems and Integration Solutions at onsemi.

Among the topics covered:

• How far AV teams can compress video data before training KPIs degrade - and how to find that point.

• Data silos across sensor, perception, and infrastructure teams, and why a holistic pipeline view is so hard to get.

• The difference between acquisition fleets and production fleets, and why each has its own data problem.

• Whether compression could keep only what the model actually needs.

• What validation evidence OEMs require before approving a production program.