diff --git a/release-notes/opensearch-release-notes-2.4.1.md b/release-notes/opensearch-release-notes-2.4.1.md
index d1f0a1657a..f4d17c6f59 100644
--- a/release-notes/opensearch-release-notes-2.4.1.md
+++ b/release-notes/opensearch-release-notes-2.4.1.md
@@ -2,22 +2,15 @@
 
 ## Release Details
 
-OpenSearch and OpenSearch Dashboards 2.4.1 includes the following enhancements, bug fixes, infrastructure, and maintenance updates.
+OpenSearch and OpenSearch Dashboards 2.4.1 includes the following bug fixes, infrastructure, documentation and maintenance updates.
 
 OpenSearch [Release Notes](https://github.com/opensearch-project/OpenSearch/blob/main/release-notes/opensearch.release-notes-2.4.1.md).
 
 OpenSearch Dashboards [Release Notes](https://github.com/opensearch-project/OpenSearch-Dashboards/blob/main/release-notes/opensearch-dashboards.release-notes-2.4.1.md).
 
-
-## ENHANCEMENTS
-
-### Opensearch Anomaly Detection
-* AD model performance benchmark ([#729](https://github.com/opensearch-project/anomaly-detection/pull/729))
-
-
 ## BUG FIXES
 
-### Opensearch Ml Commons
+### OpenSearch ML Commons
 * Wait for upload task to complete in security tests ([#551](https://github.com/opensearch-project/ml-commons/pull/551))
 * Fix running task when reload loaded model on single node cluster ([#561](https://github.com/opensearch-project/ml-commons/pull/561))
 * Change model state to UPLOADED when all chunks uploaded ([#573](https://github.com/opensearch-project/ml-commons/pull/573))
@@ -28,8 +21,9 @@ OpenSearch Dashboards [Release Notes](https://github.com/opensearch-project/Open
 * Change the behavior when embedding fields are not present ([#72](https://github.com/opensearch-project/neural-search/pull/72))
 
 
-### Opensearch Dashboards Reporting Plugin
-* Fixed high severity security issue :  RCE vector in bundled Headless Chromium -[Issue](https://github.com/opensearch-project/dashboards-reports/security/advisories/GHSA-pm2x-4c64-x8g7) ([#431](https://github.com/opensearch-project/dashboards-reports/pull/431))
+### OpenSearch Dashboards Reporting Plugin
+* Upgrade loader-utils ([#542](https://github.com/opensearch-project/dashboards-reports/pull/542))
+* Upgrade decode-uri-component and qs ([#567](https://github.com/opensearch-project/dashboards-reports/pull/567))
 
 
 ### OpenSearch SQL
@@ -37,26 +31,56 @@ OpenSearch Dashboards [Release Notes](https://github.com/opensearch-project/Open
 * Upgrade jackson to 2.14.1 ([#1146](https://github.com/opensearch-project/sql/pull/1146))
 
 
+### OpenSearch Security Analytics
+* Fix for running windows integration tests ([#176](https://github.com/opensearch-project/security-analytics/pull/176))
+
+
+### OpenSearch Observability
+* QS upgraded to 6.5.3 ([#1334](https://github.com/opensearch-project/dashboards-observability/pull/1334))
+
+
 ## INFRASTRUCTURE
 
-### Opensearch Anomaly Detection
+### OpenSearch Anomaly Detection
 * Windows CI for AD ([#703](https://github.com/opensearch-project/anomaly-detection/pull/703))
 
 
+### OpenSearch Anomaly Detection
+* AD model performance benchmark ([#729](https://github.com/opensearch-project/anomaly-detection/pull/729))
+
+
 ## MAINTENANCE
 
-### Opensearch Security
+### OpenSearch Security
 * Username validation for special characters ([#2277](https://github.com/opensearch-project/security/pull/2277))
 * Fixes CVE-2022-42920 by forcing bcel version to resovle to 6.6 ([#2303](https://github.com/opensearch-project/security/pull/2303))
 
 
-### Opensearch Anomaly Detection
+### OpenSearch Anomaly Detection
 * Increment version to 2.4.1-SNAPSHOT ([#733](https://github.com/opensearch-project/anomaly-detection/pull/733))
 
 
-### Opensearch Ml Commons
+### OpenSearch ML Commons
 * Increment version to 2.4.1-SNAPSHOT ([#560](https://github.com/opensearch-project/ml-commons/pull/560))
-* force protobuf-java version as 3.21.9 ([#588](https://github.com/opensearch-project/ml-commons/pull/588))
-* fix junit version ([#597](https://github.com/opensearch-project/ml-commons/pull/597))
+* Force protobuf-java version as 3.21.9 ([#588](https://github.com/opensearch-project/ml-commons/pull/588))
+* Fix junit version ([#597](https://github.com/opensearch-project/ml-commons/pull/597))
 * Update dependency junit:junit to v4.13.1 ([#629](https://github.com/opensearch-project/ml-commons/pull/629))
 
+
+### OpenSearch Dashboards Reporting Plugin
+* Bump verison to 2.4.1 ([#540](https://github.com/opensearch-project/dashboards-reports/pull/540))
+
+### OpenSearch Observability
+* Increment version to 2.4.1-SNAPSHOT ([#1278](https://github.com/opensearch-project/dashboards-observability/pull/1278))
+
+
+### OpenSearch Alerting Dashboards Plugin
+* Bumped version to 2.4.1. ([#409](https://github.com/opensearch-project/alerting-dashboards-plugin/pull/409))
+* Adjust OpenSearch-Dashboards version used by test workflows. ([#363](https://github.com/opensearch-project/alerting-dashboards-plugin/pull/363))
+* Fixed throttling settings for bucket level trigger actions. ([#328](https://github.com/opensearch-project/alerting-dashboards-plugin/pull/328))
+
+
+## DOCUMENTATION
+
+### OpenSearch Alerting Dashboards Plugin
+* Add 2.4.1 release notes ([#420](https://github.com/opensearch-project/alerting-dashboards-plugin/pull/420))
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