TopCat AI Signal Report #62

What the strongest controls usually include

For 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 thumb

The 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]