AI workflows need the strongest governance controls when they can affect people’s rights, safety, finances, access, or employment, or when they operate in regulated, high-stakes environments. #62

TopCat AI Signal Report #62 What the strongest controls usually includeFor these workflows, companies usually need:• Risk classification before launch.[europa +1]• Human oversight and intervention points.[europa +2]• High-quality, traceable data governance.[europa +2]• Automatic logging and audit trails.[europa +2]• Continuous monitoring and incident reporting.[onetrust +1]• Conformity or legal review where required.[artificialintelligenceact +2]Simple rule of thumbThe more an AI workflow can change someone’s life, money, access, safety, or rights, the stronger the governance should be. If you want, I can turn this into a risk-tier table you can use in your governance policy.[europa +2]