When AI Agents Need Write Access: Designing Guardrails for Production Safety

As AI agents evolve from read-only assistants to autonomous operators on business systems, execution errors transform from incorrect answers into tangible financial losses. This framework—combining read-only defaults, server-side schema enforcement, and human-in-the-loop approvals for irreversible actions—provides a replicable safety architecture for any agent integration that touches sensitive customer or transaction data.