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When AI comes for test data, standardization amplifies

Dr. Ralf Nörenberg, CEO, HighQSoft GmbH

Time: Wednesday, Nov 04, 2026 | 11:45 am 

Room: Plenary

AI is here to stay, and it raises the question of whether standards are still necessary. This keynote examines the three layers where AI and standardization meet, how standards are consumed, and what this means for ASAM. An AI-only test data management showcase traces how radically reality has already changed, how AI amplifies standardized solutions, and how standardization provides the guardrails AI needs.

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