Place guardrails at the workflow stage where they reduce the relevant AI security risk.
Where should each guardrail sit in the workflow? Before the model sees data While the agent can act After release monitoring Field minimization PII tokenization Scoped retrieval Tool allowlist Human approval gate Trace retention review Guardrail placement Placed controls where they reduce exposure, agency, or drift. Ask whether the control prevents, gates, or observes the risk.
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