diff --git a/CHANGELOG.md b/CHANGELOG.md
index d458c956..0c89a629 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,3 +9,7 @@ All notable changes to the Wazuh ML Commons project will be documented in this f
 - Support for Wazuh 4.14.0
 - Added new columns to the models table that lists all model configurations [#6](https://github.com/wazuh/wazuh-dashboard-ml-commons/pull/6)
 - Added the ability to manage configurations, register new AI assistants, and select which configuration is used in the AI models overview [#6](https://github.com/wazuh/wazuh-dashboard-ml-commons/pull/6)
+
+### Changed
+
+- Changed the navigation menu category where the app registers [#7](https://github.com/wazuh/wazuh-dashboard-ml-commons/pull/7)
diff --git a/public/plugin.ts b/public/plugin.ts
index 1b0bfbfe..2a356233 100644
--- a/public/plugin.ts
+++ b/public/plugin.ts
@@ -38,8 +38,10 @@ export class MlCommonsPluginPlugin
         defaultMessage: 'Review  the status of running AI models.',
       }),
       category: {
-        id: 'opensearch',
-        label: 'OpenSearch Plugins',
+        id: 'explore',
+        label: 'Explore',
+        order: 100,
+        euiIconType: 'search',
       },
       async mount(params: AppMountParameters) {
         // Load application bundle