Explore the latest product updates and best practices at our hybrid Checkmk Conference #12 from June 16-18, 2026 – Register here

Werk #19790: Explain with AI: AI-powered explanations for hosts and services

Component Checks & agents
Title Explain with AI: AI-powered explanations for hosts and services
Date Apr 13, 2026
Level Major Change
Class New Feature
Compatibility Compatible - no manual interaction needed
Checkmk versions & editions
2.6.0b1
Not yet released
Checkmk Cloud
2.5.0b5
Not yet released
Checkmk Cloud

Checkmk SaaS now ships with an AI assistant that helps you understand and act on what your monitoring is telling you, without leaving Checkmk. The feature is available on Checkmk SaaS / Cloud only.

How to use it

When a service is in a concerning state, click Explain with AI. Two entry points are available on every service:

  • a sparkle icon in the Icons column of any service listing, including the Services of host view and generic service overviews, and
  • an Explain with AI button on each individual service's page.

A side panel slides in and the answer streams in progressively, so you can start reading right away.

What you get back

Each answer assess what is happening on the service, how serious it is and puts it into context by also considering the overall state of the host. It suggests concrete next steps to investigate or fix the issue.

Activation and permissions

The feature is controlled by two switches:

  • Global setting Enable AI-based explanations (default on). Disabling it hides both entry points and prevents any data from being sent to the AI service.
  • Role permission AI: Explain with AI (default on for the admin and user roles). Revoke it to hide the feature from a role.

The first time you use the feature you are shown a legal disclaimer naming the AI provider currently powering the answers. Your acknowledgement is remembered per user in the browser.

What data is sent

To produce a useful answer the assistant forwards a snapshot of the relevant monitoring data to an external AI provider. This snapshot covers the host and service you clicked on together with the other services running on the same host.

To the list of all Werks