r/ciso

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The AI governance decision is rarely allow or block.

A more useful split is by capability and consequence. A tool that drafts internal text creates different risk from one that retrieves customer records, writes to a business system, approves transactions, or can trigger production actions.

The challenge is setting boundaries that are clear enough for teams to follow without creating a shadow AI problem.

For security leaders, which factor has been hardest to translate into an enforceable policy data sensitivity, agent autonomy, third party access, auditability, or accountability for decisions made with AI support?