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LLM input/output guardrails
Programmable rails that block jailbreaks, off-topic prompts, and unsafe outputs before users see them.
AdoptGovernanceNew
- Why this ring
- Customer-facing LLMs without rails fail the first red-team. Pair with PII redaction - they are not the same control.
- Production risk if ignored
- Prompt injection and toxic outputs reach customers; brand and GDPR incidents follow.
- EU AI Act relevance
- Supports risk mitigation and human oversight for deployers of high-risk systems.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- Support bots
- Employee copilots
- Public chat features
Adoption steps
- Define input and output policies
- Deploy rails at gateway or app boundary
- Version policies in Git
- Quarterly red-team against jailbreaks
Related tools
In your assessment
Guardrail coverage map + red-team results