diff --git a/.github/cluster.yaml b/.github/cluster.yaml
new file mode 100644
index 00000000..fdbd0430
--- /dev/null
+++ b/.github/cluster.yaml
@@ -0,0 +1,40 @@
+apiVersion: eksctl.io/v1alpha5
+availabilityZones:
+- eu-central-1a
+- eu-central-1b
+cloudWatch:
+  clusterLogging: {}
+iam:
+  vpcResourceControllerPolicy: true
+  withOIDC: false
+addons:
+- name: aws-ebs-csi-driver
+  serviceAccountRoleARN: "arn:aws:iam::aws:policy/service-role/AmazonEBSCSIDriverPolicy"
+  wellKnownPolicies:
+   ebsCSIController: true
+kind: ClusterConfig
+kubernetesNetworkConfig:
+  ipFamily: IPv4
+managedNodeGroups:
+- amiFamily: Ubuntu2004
+  iam:
+    withAddonPolicies:
+      ebs: true
+  instanceType: t2.2xlarge
+  labels:
+    alpha.eksctl.io/cluster-name: scrumptious-wardrobe-1684842095
+    alpha.eksctl.io/nodegroup-name: ng-d06bd84e
+  maxSize: 2
+  minSize: 2
+  name: ng-d06bd84e
+  releaseVersion: ""
+  ssh:
+    allow: false
+  tags:
+    alpha.eksctl.io/nodegroup-name: ng-d06bd84e
+    alpha.eksctl.io/nodegroup-type: managed
+  volumeSize: 100
+metadata:
+  name: mlflow-bundle-test
+  region: eu-central-1
+  version: "1.24"
diff --git a/.github/workflows/deploy-eks.yaml b/.github/workflows/deploy-eks.yaml
new file mode 100644
index 00000000..d29d45a9
--- /dev/null
+++ b/.github/workflows/deploy-eks.yaml
@@ -0,0 +1,87 @@
+name: Configure EKS and run MLflow bundle test
+
+on:
+  workflow_dispatch: # This event allows manual triggering from the GitHub UI
+    secrets:
+      AWS_ACCESS_KEY_ID:
+        required: true
+      AWS_SECRET_ACCESS_KEY:
+        required: true
+jobs:
+  deploy-eks:
+    runs-on: ubuntu-22.04
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+      
+      - name: Install tox and run tests
+        run: |
+          sudo apt-get install -y python3-pip
+          sudo pip3 install tox
+      
+      - name: Configure AWS Credentials
+        env:
+          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+        run: |
+          aws configure set aws_access_key_id $AWS_ACCESS_KEY_ID
+          aws configure set aws_secret_access_key $AWS_SECRET_ACCESS_KEY
+          aws configure set default.region eu-central-1
+      
+      - name: Install kubectl
+        run: |
+          sudo snap install kubectl --classic
+          mkdir ~/.kube
+          kubectl version --client
+      
+      - name: Install eksctl
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y unzip
+          curl --silent --location "https://github.com/weaveworks/eksctl/releases/latest/download/eksctl_$(uname -s)_amd64.tar.gz" | tar xz -C /tmp
+          sudo mv /tmp/eksctl /usr/local/bin
+          eksctl version
+      
+      - name: Install juju
+        run: |
+          sudo snap install juju --classic
+          sudo snap install charmcraft --classic
+          juju version
+      
+      - name: Create cluster
+        run: |
+          eksctl create cluster -f .github/cluster.yaml
+          kubectl get nodes
+      
+      - name: Setup juju
+        run: |
+          juju add-k8s kubeflow --client
+          juju bootstrap --no-gui kubeflow kubeflow-controller
+          juju add-model kubeflow
+      
+      - name: Test bundle deployment
+        run: |
+          tox -vve bundle-test -- --model kubeflow --keep-models -vv -s
+      
+      - name: Remove eks 
+        if: always()
+        run: |
+          eksctl delete cluster --name=mlflow-bundle-test
+      
+      # On failure, capture debugging resources
+      - name: Get all kubernetes resources
+        run: kubectl get all -A
+        if: failure()
+
+      - name: Get juju status
+        run: juju status
+        if: failure()
+
+      - name: Get workload logs
+        run: kubectl logs --tail 100 -ntesting -lapp.kubernetes.io/name=mlflow-server
+        if: failure()
+
+      - name: Get operator logs
+        run: kubectl logs --tail 100 -ntesting -loperator.juju.is/name=mlflow-server
+        if: failure()
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
index a42a4540..3fe61fc0 100644
--- a/.github/workflows/publish.yaml
+++ b/.github/workflows/publish.yaml
@@ -10,5 +10,5 @@ on:
 jobs:
   publish:
     name: Publish
-    uses: canonical/charmed-kubeflow-workflows/.github/workflows/_publish.yaml@all
+    uses: canonical/charmed-kubeflow-workflows/.github/workflows/_publish.yaml@main
     secrets: inherit
diff --git a/releases/latest/edge/mlflow/bundle.yaml b/releases/latest/edge/mlflow/bundle.yaml
index a840e62a..eefd4acf 100644
--- a/releases/latest/edge/mlflow/bundle.yaml
+++ b/releases/latest/edge/mlflow/bundle.yaml
@@ -10,7 +10,8 @@ applications:
     _github_repo_name: minio-operator
   mlflow-mysql:
     charm: mysql-k8s
-    channel: 8.0/stable
+    # Setting to edge because stable can't be deployed to eks change to stable after release
+    channel: 8.0/edge
     series: jammy
     scale: 1
     trust: true
diff --git a/tests/integration/test_bundle.py b/tests/integration/test_bundle.py
new file mode 100644
index 00000000..509fc7e8
--- /dev/null
+++ b/tests/integration/test_bundle.py
@@ -0,0 +1,45 @@
+import subprocess
+
+import pytest
+import requests
+from pytest_operator.plugin import OpsTest
+from tenacity import retry, stop_after_delay, wait_fixed
+
+BUNDLE_PATH = "./releases/latest/edge/mlflow/bundle.yaml"
+MLFLOW_APP_NAME = "mlflow-server"
+
+
+@pytest.fixture
+def forward_connections():
+    mlflow_process = subprocess.Popen(
+        ["kubectl", "-n", "kubeflow", "port-forward", "pod/mlflow-server-0", "5002:5000"]
+    )
+
+    exporter_process = subprocess.Popen(
+        ["kubectl", "-n", "kubeflow", "port-forward", "pod/mlflow-server-0", "8002:8000"]
+    )
+    yield
+    mlflow_process.terminate()
+    exporter_process.terminate()
+
+
+class TestCharm:
+    @pytest.mark.abort_on_fail
+    async def test_deploy_bundle_works(self, ops_test: OpsTest):
+        subprocess.Popen(["juju", "deploy", f"{BUNDLE_PATH}", "--trust"])
+        await ops_test.model.wait_for_idle(
+            apps=[MLFLOW_APP_NAME],
+            status="active",
+            raise_on_blocked=False,
+            raise_on_error=False,
+            timeout=1500,
+        )
+
+    @retry(stop=stop_after_delay(5), wait=wait_fixed(1))
+    @pytest.mark.abort_on_fail
+    async def test_mlflow_connetion(self, forward_connections, ops_test: OpsTest):
+        mlflow_response = requests.get("http://localhost:5002")
+        exporter_response = requests.get("http://localhost:8002")
+
+        assert mlflow_response.status_code == 200
+        assert exporter_response.status_code == 200
diff --git a/tox.ini b/tox.ini
index ee280527..d3f753c4 100644
--- a/tox.ini
+++ b/tox.ini
@@ -88,3 +88,14 @@ commands =
 deps =
     -r requirements-integration.txt
 description = Run integration tests
+
+[testenv:bundle-test]
+commands =
+    pytest -v --tb native --asyncio-mode=auto {[vars]tst_path}integration/test_bundle.py --keep-models --log-cli-level=INFO -s {posargs}
+deps = 
+    aiohttp
+    pytest-operator
+    tenacity
+    ops>=2.3.0
+    juju==3.0.4
+description = Run bundle test