# Management agent deployment status and events

> Management agent deployment status and events - Monitor the status and health of MLOps management
> agent deployments.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.563894+00:00` (UTC).

## Primary page

- [Management agent deployment status and events](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/mgmt-agent/mgmt-agent-events-status.html): Full documentation for this topic (HTML).

## Sections on this page

- [Deployment status](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/mgmt-agent/mgmt-agent-events-status.html#deployment-status): In-page section heading.
- [Deployment events](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/mgmt-agent/mgmt-agent-events-status.html#deployment-events): In-page section heading.

## Related documentation

- [Classic UI documentation](https://docs.datarobot.com/en/docs/classic-ui/index.html): Linked from this page.
- [MLOps](https://docs.datarobot.com/en/docs/classic-ui/mlops/index.html): Linked from this page.
- [Deployment](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/index.html): Linked from this page.
- [MLOps agents](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/index.html): Linked from this page.
- [Management agent](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/mgmt-agent/index.html): Linked from this page.
- [deployment inventory](https://docs.datarobot.com/en/docs/classic-ui/mlops/manage-mlops/deploy-inventory.html): Linked from this page.
- [Service Health](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/service-health.html): Linked from this page.

## Documentation content

# Management agent deployment status and events

To monitor the status and health of management agent deployments, you can view the overall deployment status and specific deployment service health events.

## Deployment status

When the management agent is performing an action on an external deployment that it is managing, a badge appears under the deployment name in the [deployment inventory](https://docs.datarobot.com/en/docs/classic-ui/mlops/manage-mlops/deploy-inventory.html), and on any tab within the deployment, to indicate the deployment status. The following four deployment status values are possible when an action is being taken on a deployment managed by the management agent:

| Status | Badge |
| --- | --- |
| LAUNCHING |  |
| STOPPING |  |
| MODEL REPLACING |  |
| ERRORED |  |

## Deployment events

The management agent sends periodic updates about deployment health and status via the API. These are reported as MLOps events and are listed on the [Service Health](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/service-health.html) page.

DataRobot allows you to monitor and work with deployment events for external deployments once set up with the management agent. From one place, you can:

| Action | Example use case |
| --- | --- |
| Record and persist deployment-related events | Recording deployment actions, health changes, state changes, etc. |
| View all related events | Auditing deployment events. |
| Filter and search events | Viewing all model changes. |
| Extract data | Reporting and offline storage. |
| Receive notification of certain incidents | Receiving a Slack message for an outage. |
| Enforce a retention policy | Ensuring that a log-retention policy is followed (90 days of retention guaranteed; older events may be purged). |

To view an overview of deployment events, select the deployment from the inventory and navigate to the [Service Health](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/service-health.html) tab. All events are recorded under the Recent Activity > Agent Activity section:

The most recent events are listed at the top of the list. Each event shows the time it occurred, a description, and an icon indicating its status:

| Icon | Description |
| --- | --- |
| Green / Passing | No action needed. |
| Yellow / At risk | Concerns found but no immediate action needed; continue monitoring. |
| Red / Failing | Immediate action needed. |
| Gray / Unknown | Unknown |
| Informational | Details a deployment action (e.g., the deployment has launched). |

> [!NOTE] Note
> The management agent's most recently reported service health status is prioritized. For example, if data drift is green and passing on a deployment, but the management agent delivers an inferior status (red and failing), the list updates to reflect that condition.

Select an event row to view its details on the right-side panel.