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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
Description
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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]