Florens Greßner is co-founder and CEO of neurocat, a Berlin-based startup offering safety validation solutions for ADAS/AV perception components. A mathematician with a focus on statistics and optimization, he founded neurocat to transfer the abstract mathematics of academia to applied purposes in the field of Machine Learning testing and quality assurance. His work has contributed to numerous industry solutions in risk assessment, robustness, and interpretability of AI systems across use-cases. Currently Florens and neurocat are again transferring knowledge: from themselves to a SaaS toolkit that ensures coverage of the ODDs, scenes, and data required to deploy safe mobility perception functions.