# A good agent dashboard shows the next decision.

> How to design agent-facing dashboards around decisions, status, and meaningful next steps.

Published: 2026-08-25  
Updated: 2026-08-25  
Canonical: https://agentexperience.tech/insights/show-the-next-decision/  
Tags: interfaces, delegated action, reliability

Activity is not insight. A useful interface helps a person understand what needs attention, why it matters, and what they can do next.

Agent systems create a lot of visible activity: tool calls, events, messages, scores, retries, and intermediate outputs. None of that is automatically useful. The interface earns its place when it turns activity into a decision.

## Make status unambiguous

Every piece of work should have a clear state. Is it running, waiting, finished, partially complete, blocked, or ready for review? Use words as well as visual signals. A person should not need to infer whether the system is progressing or whether they are needed.

## Put the exception before the inventory

The default view should surface work that needs attention, not simply list everything in chronological order. A blocked approval, a repeated failure, or a workflow that finished with an important gap is more useful than a long stream of successful events.

## Translate the signal

Raw counts and technical details are essential for investigation, but they are a poor first layer. Lead with a short explanation of the change, its likely consequence, and the available action. Let people go deeper when they need the evidence behind the summary.

## Keep the action proportional

Offer the action that matches the situation: clarify an input, review a proposal, retry one bounded step, compare an earlier attempt, or stop the workflow. A vague “manage” button makes a person reconstruct the system before they can help.

The best operational surface does not make the system look busy. It makes the next responsible decision obvious.