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AI-FOR-STARTUPS5 MIN READ

Map AI risk before the launch meeting

Use a lightweight AI risk map to decide what must be measured or managed before launch.

The move: make the risk operational before it becomes reputational. A startup risk review should not sound like abstract ethics theatre. It should identify how this AI system could fail in this workflow for this user, then decide what evidence and controls are enough for the current launch stage. Govern Name the accountable owner, the decision rights, and the policy line. If nobody can say who decides whether the assistant may answer compliance questions, the system is not governed. Accountability cannot be outsourced to the model or buried in terms of service. Map Describe the actual use context. Who uses…

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