> For the complete documentation index, see [llms.txt](https://docs.roboflow.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.roboflow.com/deploy/vision-events/operator-feedback.md).

# Operator Feedback

Operator Feedback lets team members review Vision Events and record whether each event's result was correct, incorrect, or inconclusive. This creates a human-in-the-loop review process for your deployed vision system.

## Submitting Feedback

Open any event in the Vision Events dashboard by clicking on it. In the event detail sidebar, you'll see a feedback section where you can:

1. Click **Correct**, **Incorrect**, or **Inconclusive** to rate the event
2. Optionally add a comment explaining your assessment

Feedback is tied to your user identity, so the team can see who reviewed each event and when.

## Feedback Indicators

Events that have received feedback show visual indicators in the event list:

* **Correct** -- green thumbs-up indicator
* **Incorrect** -- red thumbs-down indicator
* **Inconclusive** -- yellow indicator

These let you quickly scan which events have been reviewed and how they were rated.

## Feedback Activity Stream

The event detail sidebar includes an activity stream that shows all feedback submitted for that event. Each entry displays the reviewer's name, their rating, any comment they left, and when the feedback was submitted.

If multiple team members review the same event, all of their feedback appears in the activity stream.

## Filtering by Feedback Status

You can filter the events list by feedback status to focus on events that need review or that were flagged as incorrect. See [Query Events](/deploy/vision-events/query-events.md) for details on the Feedback Status filter.