diff --git a/.github/workflows/stackhpc-update-kolla.yml b/.github/workflows/stackhpc-update-kolla.yml
new file mode 100644
index 000000000..016cbe7a5
--- /dev/null
+++ b/.github/workflows/stackhpc-update-kolla.yml
@@ -0,0 +1,23 @@
+name: Update Kolla versions
+
+on:
+  # Allow manual executions
+  workflow_dispatch:
+  # Run nightly
+  schedule:
+    - cron: '0 0 * * *'
+
+jobs:
+  update-from-branch:
+    name: Update dependencies
+    strategy:
+      matrix:
+        include:
+          - version: stackhpc/2023.1
+          - version: stackhpc/2024.1
+    uses: ./.github/workflows/update-dependencies.yml
+    with:
+      openstack_version: ${{ matrix.version }}
+    permissions:
+      contents: write
+      pull-requests: write
diff --git a/.github/workflows/update-dependencies.yml b/.github/workflows/update-dependencies.yml
index 2b9c8bda7..0bff4fcc9 100644
--- a/.github/workflows/update-dependencies.yml
+++ b/.github/workflows/update-dependencies.yml
@@ -1,11 +1,12 @@
 name: Update dependencies
 
 on:
-  # Allow manual executions
-  workflow_dispatch:
-  # Run nightly
-  schedule:
-    - cron: '0 0 * * *'
+  workflow_call:
+    inputs:
+      openstack_version:
+        description: OpenStack version
+        type: string
+        required: true
 
 jobs:
   propose_github_release_updates:
@@ -38,20 +39,14 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
         with:
+          ref: ${{ inputs.openstack_version }}
           path: ${{ github.workspace }}/src/kayobe-config
 
-      - name: Determine OpenStack release
-        id: openstack_release
-        run: |
-          BRANCH=$(awk -F'=' '/defaultbranch/ {print $2}' .gitreview)
-          echo "openstack_release=${BRANCH}" | sed -E "s,(stable|unmaintained)/,," >> $GITHUB_OUTPUT
-        working-directory: ${{ github.workspace }}/src/kayobe-config
-
       - name: Checkout the dependency repo
         uses: actions/checkout@v4
         with:
           repository: ${{ matrix.repository }}
-          ref: stackhpc/${{ steps.openstack_release.outputs.openstack_release }}
+          ref: ${{ inputs.openstack_version }}
           fetch-tags: true
           path: ${{ github.workspace }}/src/${{ matrix.key }}
 
@@ -78,10 +73,10 @@ jobs:
           path: ${{ github.workspace }}/src/kayobe-config
           commit-message: >-
             Bump ${{ matrix.key }} to ${{ steps.latest_tag.outputs.latest_tag }}
-          branch: update-dependency/${{ matrix.key }}
+          branch: update-dependency/${{ matrix.key }}/${{ inputs.openstack_version }}
           delete-branch: true
           title: >-
-            Bump ${{ matrix.key }} to ${{ steps.latest_tag.outputs.latest_tag }}
+            Bump ${{ inputs.openstack_version }} ${{ matrix.key }} to ${{ steps.latest_tag.outputs.latest_tag }}
           body: >
-            This PR was created automatically to update
+            This PR was created automatically to update ${{ inputs.openstack_version }}
             ${{ matrix.key }} to ${{ steps.latest_tag.outputs.latest_tag }}.
diff --git a/releasenotes/notes/kolla-update-fixes-5ff55225ce85441f.yaml b/releasenotes/notes/kolla-update-fixes-5ff55225ce85441f.yaml
new file mode 100644
index 000000000..1d0b34d4b
--- /dev/null
+++ b/releasenotes/notes/kolla-update-fixes-5ff55225ce85441f.yaml
@@ -0,0 +1,4 @@
+---
+features:
+  - |
+    Allow Kolla dependency updates on non-default branches.