Agent UX · 7 min read
Designing approval without slowing the agent down
The best human-in-the-loop systems do not ask for permission constantly. They make consequence visible and intervention proportional.
APP MY AGENT · August 15, 2026Approval is a product model, not a modal
When an agent can act, approval design becomes part of the system architecture. Teams need an explicit model for reversibility, financial or reputational consequence, confidence, and who owns the decision. A confirmation dialog cannot compensate for a product that has not defined those boundaries.
Use graduated autonomy
Low-risk, reversible work should move with minimal friction. High-consequence actions should surface evidence, alternatives, and a clear reason the decision is required now. The interface should communicate what will happen, what cannot be undone, and what the agent will learn from the choice.
Design the intervention trail
A useful audit history is not a raw event log. It connects intention, evidence, policy, action, and outcome. That structure helps operators understand an incident today and helps product teams improve the agent tomorrow.
A practical review
For every autonomous action, ask: Is it reversible? Is the impact bounded? Is the supporting evidence visible? Can the person modify the action instead of merely accepting or rejecting it? Does the system confirm completion in plain language?