Governing generative AI systems presents unique challenges, particularly for teams dealing with diverse GenAI subdomains and rapidly changing technological landscapes. In this talk, Maarten de Ruiter, Data Scientist at Xomnia, shares practical insights drawn from real-world GenAI use-cases. He will highlight essential governance patterns, address common pitfalls, and provide actionable strategies for teams utilizing both open-source tools and commercial solutions. Attendees will gain concrete recommendations that work in practice, informed by successes (and failures!) across multiple industries