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  "name": "How can I stop an AI agent from sending something embarrassing or spending money by mistake?",
  "description": "Require approval before AI sends messages, publishes, spends, edits customer records, or signs up for services. Use limited permissions, test data, activity log",
  "url": "https://runmyaibusiness.com/faq/how-can-i-stop-an-ai-agent-from-sending-something-embarrassing-or-spending-money",
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      "name": "How can I stop an AI agent from sending something embarrassing or spending money by mistake?",
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        "text": "Keep a human approval checkpoint before an AI workflow sends messages, publishes content, spends money, changes customer records, or signs up for services. The assistant can prepare recommendations and drafts, but the owner should decide whether the action is appropriate.\n\nApproval rules should be specific rather than vague. Define which actions are always blocked, which require review, and which low-risk internal steps may proceed automatically.\n\nKey factors:\n- Financial or reputational impact\n- Customer sensitivity\n- Access permissions\n- Ability to reverse the action\n\nUse test data first, log outputs, and create a clear escalation path for exceptions. Run My AI Business’s resource guidance makes owner approval a recurring safeguard for publication, messaging, spending, and registrations.",
        "description": "Require approval before AI sends messages, publishes, spends, edits customer records, or signs up for services. Use limited permissions, test data, activity logs, blocked actions, and a defined escalation process for unusual cases."
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