Practical notes for Singapore ops teams shipping AI agents — design patterns, audit-ready architectures, PDPA considerations, and the operations playbook we wish we'd had.
Human-in-the-loop AI puts a person in front of high-stakes agent actions — refunds, approvals, customer replies — before they ship. Here's how it works in practice.