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Module 5: Autonomous AI & Connected Systems - DRAFT

When AI can act (send emails, modify data, call APIs), failures or attacks can cause:

  • Data exposure
  • Unauthorized changes
  • Financial loss
  • Compliance violations

This is a different risk class from simple chat.


Before connecting AI to any internal or client system:

  • Business justification documented.
  • Least‑privilege access: only required permissions.
  • Human‑in‑the‑loop: define what needs explicit approval.
  • Kill switch: tested and documented path to revoke access quickly.
  • Logging: all actions logged and reviewable.
  • Data classification: confirm if PII/PHI/financial data is involved.
  • Client communication: [Client Name] informed and, when needed, has consented.

  • Do not give an internet-browsing AI direct write access to sensitive systems.
  • Assume external content may contain prompt injection.
  • Use sandboxes:
    • Agent does research in a limited environment.
    • Human reviews.
    • Approved insights are applied manually or via a tightly controlled step.

  • I understand that action-capable AI is higher risk than chat-only tools.
  • I do not connect AI to systems without appropriate approvals.
  • I know how to escalate issues or shut down an AI agent.