FKFS Veranstaltungen

2026 Stuttgart International Symposium
on Automotive and Powertrain Technology

8. - 9. Juli 2026

Session: Data Science & AI #2 | | 15:45 - 16:15

5 Minute Pitch: From Data Chaos to Insight: Modernizing Test Data for AI

Stefan Romainczyk, Peak Solution GmbH

Test and measurement data continues to grow, yet only a small fraction is analyzed due to fragmented formats, inconsistent quality, and limited accessibility across engineering environments. This talk explores how ASAM ODS provides a standardized, future proof foundation for structuring, accessing, and enriching test data to make it AI and simulation ready. Attendees will learn how modern data plugins, metadata modeling, and open Python based APIs streamline analysis workflows and ensure consistent data semantics. The session highlights practical steps to unlock hidden value in existing measurement data, eliminate data silos, and accelerate scalable AI driven virtual testing.