Live demo

An agent that refuses — live

This is not a chatbot. It is an agent loop running server-side, with policy enforced before every action and a decision log written as it goes. Try asking it what the diagnostic costs.

What most chatbots do

Restrictions live in the model instructions

"Do not quote a price" is a request, not a control. It can be talked around, and the system will not know it happened.

VS
What happens here

Restrictions are enforced server-side

The model may ask to quote a price. It simply will not succeed — the call is stopped before execution and written to the log as a deny.

What you are looking at

All three brakes are active: token budget, policy enforced before execution, halt after repeated failures. Scheduling a meeting is always marked as requiring human approval. That is not a technical limitation; it is a positioning decision.

Want this in your own process?

The same architecture, applied to your processes and systems.

Book a call — 30 minutes