diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 000000000..216bdf655
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,27 @@
+"ModelExplainability":
+- changed-files:
+  - any-glob-to-any-file: "tests/model_explainability/**"
+
+"ModelRegistry":
+- changed-files:
+  - any-glob-to-any-file: "tests/model_registry/**"
+
+"ModelServing":
+- changed-files:
+  - any-glob-to-any-file: "tests/model_serving/**"
+
+"Workbenches":
+- changed-files:
+  - any-glob-to-any-file: "tests/workbenches/**"
+
+"GitHub":
+- changed-files:
+  - any-glob-to-any-file: ".github/**"
+
+"Documentation":
+- changed-files:
+  - any-glob-to-any-file: "docs/**"
+
+"Utilities":
+- changed-files:
+  - any-glob-to-any-file: "utilities/**"
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
new file mode 100644
index 000000000..a987f8c65
--- /dev/null
+++ b/.github/workflows/labeler.yml
@@ -0,0 +1,13 @@
+name: "Pull Request Labeler"
+on:
+- pull_request_target
+
+jobs:
+  labeler:
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/labeler@v5