A reference pattern for running multi-agent LLM systems under strict human governance in production.

Reference Architecture & Demo Video: [https://project-sy5bk-qyr66bsfr-obataka123.vercel.app/lp.html]

1. The Challenge of Enterprise AI Agents

Most "AI agent" demos share three properties that make them unfit for enterprise use: they hold state in process memory, they treat human approval as an optional UI affordance rather than a hard gate, and they have no answer for what happens when a call to the LLM provider times out at 2am.

None of these are edge cases. In a real deployment: