Controlled AI Agents for Enterprise Banking: A Complete Security Architecture and Implementation Guide

This article bridges the gap between AI agent design theory and production-ready implementation by providing a concrete security model for regulated industries like banking. Rather than building autonomous agents with unrestricted capabilities, the author demonstrates how to construct a controlled operational assistant using policy-driven authorization, audit logging, and multi-layer validation—ensuring compliance with identity verification, least privilege access, and change control requirements.