Guardrails are the boundaries around an AI system. They can validate an input, filter an output, limit a tool, or require approval before an action.

Use layers

No single guardrail catches every failure. Validation, permissions, monitoring, and human review work better as a layered system.

Test the boundary

A guardrail is only useful if teams evaluate the cases that might bypass it. Failure modes should be part of product development.