Guardrails ensure that Agentic AI systems operate within enterprise-approved boundaries. For example, a sourcing agent may be restricted from recommending vendors outside compliant geographies or an outreach agent may only send pre-approved supplier templates. These rules are encoded as part of agent configuration and enforced during both training and live deployment, often with override controls and observability logs for audit purposes.