diff --git a/.github/workflows/deploy_app.yaml b/.github/workflows/deploy_app.yaml
new file mode 100644
index 0000000..b290a16
--- /dev/null
+++ b/.github/workflows/deploy_app.yaml
@@ -0,0 +1,43 @@
+name: Deploy to Production
+
+on:
+  push:
+    branches:
+      - master
+  workflow_dispatch:
+
+jobs:
+  build_and_push_image:
+      name: Build and Push Image
+      uses: zooniverse/ci-cd/.github/workflows/build_and_push_image.yaml@main
+      with:
+        repo_name: thumbnailer
+        commit_id: ${{ github.sha }}
+
+  deploy_production:
+    needs: build_and_push_image
+    name: Deploy to Production
+    uses: zooniverse/ci-cd/.github/workflows/deploy_app.yaml@main
+    with:
+      app_name: thumbnailer
+      repo_name: thumbnailer
+      commit_id: ${{ github.sha }}
+      environment: production
+      deploy_check: false
+    secrets:
+      creds: ${{ secrets.AZURE_AKS }}
+
+  slack_notification:
+    name: Send Slack notification
+    uses: zooniverse/ci-cd/.github/workflows/slack_notification.yaml@main
+    needs: deploy_production
+    if: always()
+    with:
+      commit_id: ${{ github.sha }}
+      job_name: Deploy to Production / deploy_production
+      status: ${{ needs.deploy_production.result }}
+      # Customize the slack message
+      title: 'Thumbnailer production deploy complete'
+      title_link: 'thumbnails.zooniverse.org'
+    secrets:
+      slack_webhook_url: ${{ secrets.SLACK_WEBHOOK_URL }}
\ No newline at end of file
diff --git a/kubernetes/deployment.tmpl b/kubernetes/deployment.tmpl
index 1102c8f..7dd1df5 100644
--- a/kubernetes/deployment.tmpl
+++ b/kubernetes/deployment.tmpl
@@ -15,7 +15,7 @@ spec:
     spec:
       containers:
         - name: thumbnailer-nginx
-          image: zooniverse/thumbnailer:__IMAGE_TAG__
+          image: ghcr.io/zooniverse/thumbnailer:__IMAGE_TAG__
           resources:
             requests:
               memory: "150Mi"