Governance

AI Agent Security: What to Check Before You Deploy

Permissions, data handling, prompt injection and audit logs: a security checklist for AI agents.

Written by
AI Agents at Work · editorial team
Last reviewed
Reading time
2 min
Sections
3

The short answer

Secure AI agents with least-privilege access, clear data residency, protection against prompt injection, full audit logs and human approval for irreversible actions.

Key takeaways

  • Least privilege always.
  • Approval mitigates injection risks.
  • Log everything.
Part of the complete guideAI Agent Governance, Security and Compliance: The Complete Guide →

01Least privilege

Give each agent only the systems and scopes its workflow needs. Read-only by default.

02Prompt injection

Agents reading emails or web content can be tricked by hidden instructions. Approval before actions limits the damage.

03Logs and procurement

Log inputs, actions and approvals. Expect a vendor to clear legal, security and onboarding—a standard step in Switch's process.

Frequently asked questions

Is customer data used to train models?

Ask vendors directly; enterprise APIs typically don't train on your data.

Where is data stored?

Require clear answers on region and sub-processors.

How this guide was made

Written and reviewed by our editors against vendor documentation, public regulation texts and practitioner interviews. We update guides when products or rules change. Tools mentioned may have a commercial relationship with this site; this never decides what we recommend.

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