Guardrails are enforced limits on what an agent can read, recommend, and execute—including role-based access, mandatory approvals, bounded tools, and retained evidence for each action.

Typically a joint sign-off: operations or finance owns workflow rules, IT/security validates access and connectors, and compliance reviews audit export and approval design. In India and APAC, data protection leads may join when personal or sensitive data is in scope.

Material payments, ledger adjustments, and customer-facing commitments usually require named approvers before execution. Agents can prepare matches and drafts; policy should block auto-posting above defined thresholds.

Choose platforms with no-code policy editing, managed connectors, and built-in monitoring. Pre-decide model fallbacks and rollback so a small IT team is not building custom guardrail infrastructure from scratch.

Governance should enforce purpose limitation, access control, and traceability of automated decisions involving personal data. Platforms should support role-based retrieval and audit logs; legal teams still map requirements to the DPDP Act and sector rules—no vendor replaces that review.