diff --git a/.github/workflows/changelog_verifier.yml b/.github/workflows/changelog_verifier.yml
new file mode 100644
index 000000000..387176f63
--- /dev/null
+++ b/.github/workflows/changelog_verifier.yml
@@ -0,0 +1,23 @@
+name: "Changelog Verifier"
+on:
+  push:
+    branches-ignore:
+      - 'whitesource-remediate/**'
+      - 'backport/**'
+  pull_request:
+    types: [opened, edited, review_requested, synchronize, reopened, ready_for_review, labeled, unlabeled]
+
+jobs:
+  # Enforces the update of a changelog file on every pull request
+  verify-changelog:
+    if: github.repository == 'opensearch-project/anomaly-detection'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          ref: ${{ github.event.pull_request.head.sha }}
+
+      - uses: dangoslen/changelog-enforcer@v3
+        with:
+          skipLabels: "autocut, skip-changelog"
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 000000000..02527e3f6
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,28 @@
+# CHANGELOG
+All notable changes to this project are documented in this file.
+
+Inspired from [Keep a Changelog](https://keepachangelog.com/en/1.1.0/)
+
+## [Unreleased 3.0](https://github.com/opensearch-project/anomaly-detection/compare/2.x...HEAD)
+### Features
+### Enhancements
+### Bug Fixes
+### Infrastructure
+
+### Documentation
+
+### Maintenance
+### Refactoring
+
+## [Unreleased 2.x](https://github.com/opensearch-project/anomaly-detection/compare/2.19...2.x)
+### Features
+
+
+### Enhancements
+- Github workflow for changelog verification ([#1413](https://github.com/opensearch-project/anomaly-detection/pull/1413))
+### Bug Fixes
+
+### Infrastructure
+### Documentation
+### Maintenance
+### Refactoring
\ No newline at end of file
diff --git a/DEVELOPER_GUIDE.md b/DEVELOPER_GUIDE.md
index 6143100bd..a66823e27 100644
--- a/DEVELOPER_GUIDE.md
+++ b/DEVELOPER_GUIDE.md
@@ -11,6 +11,7 @@
   - [Backports](#backports)
   - [Gradle Plugins](#gradle-plugins)
     - [Distribution Download Plugin](#distribution-download-plugin)
+  - [Changelog](#changelog)
 
 ## Developer Guide
 
@@ -102,3 +103,26 @@ The Distribution Download plugin downloads the latest version of OpenSearch by d
 ```
 ./gradlew integTest -PcustomDistributionUrl="https://ci.opensearch.org/ci/dbc/bundle-build/1.2.0/1127/linux/x64/dist/opensearch-1.2.0-linux-x64.tar.gz"
 ```
+
+## Changelog
+
+AD maintains version specific changelog by enforcing a change to the ongoing [CHANGELOG](CHANGELOG.md) file adhering to the [Keep A Changelog](https://keepachangelog.com/en/1.1.0/) format.
+
+Briefly, the changes are curated by version, with the changes to the main branch added chronologically to `Unreleased` version. Further, each version has corresponding sections which list out the category of the change - `Added`, `Changed`, `Deprecated`, `Removed`, `Fixed`, `Security`.
+
+#### How to add my changes to [CHANGELOG](CHANGELOG.md)?
+
+As a contributor, you must ensure that every pull request has the changes listed out within the corresponding version and appropriate section of [CHANGELOG](CHANGELOG.md) file.
+
+Adding in the change is two step process -
+1. Add your changes to the corresponding section within the CHANGELOG file with dummy pull request information, publish the PR
+
+`Your change here ([#PR_NUMBER](PR_URL))`
+
+2. Update the entry for your change in [`CHANGELOG.md`](CHANGELOG.md) and make sure that you reference the pull request there.
+
+[Example PR](https://github.com/opensearch-project/flow-framework/pull/998/files#diff-06572a96a58dc510037d5efa622f9bec8519bc1beab13c9f251e97e657a9d4edR24)
+
+For future release notes, all entries can be directly copied to the release notes and then deleted from either the 2.x or 3.0 section as a cleanup. For example, see: https://github.com/opensearch-project/flow-framework/pull/1036/files
+
+For changes that don't require an entry, we can add the 'skip-changelog' label to the PR. This will allow the changelog workflow to pass without adding an entry."