neurocat is a Berlin-based AI start-up specializing in testing, monitoring and improving the quality and security of artificial intelligence (AI) systems. neurocat’s enthusiasm (and indisputable nerdiness) has allowed them to work with multi-national organizations across industries and cultures (including the automotive and the telecoms sector) to improve their customers’ Machine Learning modules. In this talk, using neurocat and their products as a showcase, we will take a look at (some aspects of) AI quality/trustworthy AI from an industry perspective: What are currently discussed questions and worries? Which form(s) can solutions to these questions take and how can they be productized? What role do standardization and regulatory efforts play?