diff --git a/.github/workflows/sync.yml b/.github/workflows/sync.yml
new file mode 100644
index 0000000..771a0f0
--- /dev/null
+++ b/.github/workflows/sync.yml
@@ -0,0 +1,31 @@
+name: sync
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: 0 0 * * *
+
+permissions:
+  contents: write
+  pull-requests: write
+
+jobs:
+  generate-data:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - run: ./hack/update-openstack-images-data
+      - uses: peter-evans/create-pull-request@v4
+        with:
+          commit-message: Automated OpenStack project versions bump
+          branch: auto/bump-openstack-refs
+          delete-branch: true
+          title: Automatic bump of OpenStack project versions
+          body: |
+            This is an automatic bump of OpenStack project versions in order to
+            make sure that we always have the latest images available.  This
+            should be merged once all images build successfully.
+          assignees: |
+            mnaser
+          reviewers: |
+            mnaser