diff --git a/image/cli/mascli/functions/must_gather b/image/cli/mascli/functions/must_gather
index 18a113ee6ea..a89bfb49dec 100644
--- a/image/cli/mascli/functions/must_gather
+++ b/image/cli/mascli/functions/must_gather
@@ -432,6 +432,27 @@ function mustgather() {
   done
 
 
+  # ---------------------------------------------------------------------------
+  # AI Service Dependencies
+  # ---------------------------------------------------------------------------
+  echo_h2 "In-Cluster AI Service Dependencies"
+  if [[ "$DEPENDENCY_REPORT" == "true" ]]; then
+    startTimer
+    
+    echo_h3 "Open Data Hub"
+    ODH_NAMESPACE_LOOKUP=$(oc get namespace opendatahub --ignore-not-found)
+    if [[ "$ODH_NAMESPACE_LOOKUP" != "" ]]; then
+      $MG_SCRIPT_DIR/mg-summary-opendatahub &> ${OUTPUT_DIR}/opendatahub.txt
+      genericMustGather opendatahub Auth,DataScienceCluster,DataSciencePipelines,DataSciencePipelinesApplication,DSCInitialization,Kserve,ModelController
+    else
+      echo_highlight "Unable to find namespace for opendatahub"
+    fi
+
+    endTimer "in-cluster AI Service dependencies"
+  else
+    echo_warning "Maximo AI Service dependency must-gather disabled"
+  fi
+
   # ---------------------------------------------------------------------------
   # AI Service Must-Gather
   # ---------------------------------------------------------------------------
@@ -457,6 +478,22 @@ function mustgather() {
 
       genericMustGather $AISERVICE_NAMESPACE pipelinerun   # Including model training logs
     fi
+
+    
+    AISERVICE_PIPELINE_NAMESPACE=aiservice-${AISERVICE_INSTANCE_ID}-pipelines
+    NAMESPACE_LOOKUP=$(oc get namespace $AISERVICE_PIPELINE_NAMESPACE --ignore-not-found)
+
+    if [[ "$NAMESPACE_LOOKUP" != "" ]]; then
+      echo_h3 "Namespace: ${AISERVICE_PIPELINE_NAMESPACE}"
+      echo
+
+      # Reuse script from mas
+      $MG_SCRIPT_DIR/mg-summary-mas-pipelines $AISERVICE_PIPELINE_NAMESPACE &> ${OUTPUT_DIR}/${AISERVICE_PIPELINE_NAMESPACE}.txt
+      $MG_SCRIPT_DIR/mg-collect-mas-pipelines $AISERVICE_PIPELINE_NAMESPACE $OUTPUT_DIR
+      
+      genericMustGather $AISERVICE_PIPELINE_NAMESPACE
+    fi
+
     endTimer "${AISERVICE_INSTANCE_ID}"
   done
 
@@ -480,7 +517,7 @@ function mustgather() {
       echo_h3 "Namespace: ${AISERVICE_TENANT_ID}"
       echo
       
-      genericMustGather $AISERVICE_TENANT_ID
+      genericMustGather $AISERVICE_TENANT_ID InferenceService
     fi
     endTimer "${AISERVICE_TENANT_ID}"
   done
diff --git a/image/cli/mascli/must-gather/mg-collect-aiservice b/image/cli/mascli/must-gather/mg-collect-aiservice
index d2ace39f622..dcc1214f947 100644
--- a/image/cli/mascli/must-gather/mg-collect-aiservice
+++ b/image/cli/mascli/must-gather/mg-collect-aiservice
@@ -12,10 +12,9 @@ OUTPUT_DIR=$2
 echo_h4 "Collect Reconcile Logs"
 # Operators
 $DIR/mg-collect-reconcile-logs $NAMESPACE control-plane ibm-aiservice $OUTPUT_DIR
-$DIR/mg-collect-reconcile-logs $NAMESPACE mas.ibm.com/applicationId aibroker $OUTPUT_DIR
+
 # WS
-$DIR/mg-collect-reconcile-logs $NAMESPACE mas.ibm.com/appType entitymgr-ws-operator $OUTPUT_DIR
-# aibroker-api
-$DIR/mg-collect-reconcile-logs $NAMESPACE app aibroker-api $OUTPUT_DIR
+$DIR/mg-collect-reconcile-logs $NAMESPACE aiservice.ibm.com/appType entitymgr-tenant-operator $OUTPUT_DIR
+
 #Truststore
 $DIR/mg-collect-reconcile-logs $NAMESPACE operator ibm-truststore-mgr $OUTPUT_DIR
diff --git a/image/cli/mascli/must-gather/mg-summary-aiservice b/image/cli/mascli/must-gather/mg-summary-aiservice
index 748f5635d74..79ff6cd0a82 100644
--- a/image/cli/mascli/must-gather/mg-summary-aiservice
+++ b/image/cli/mascli/must-gather/mg-summary-aiservice
@@ -1,13 +1,13 @@
 #!/bin/bash
 
-echo "IBM Maximo Application Suite - Aibroker Application"
+echo "IBM Maximo AI Service Application"
 echo "--------------------------------------------------------------------------------"
-oc get aibrokerapp -n $1
+oc get aiserviceapp -n $1
 echo ""
 
-echo "IBM Maximo Application Suite - Aibroker Workspace Configuration"
+echo "IBM Maximo AI Service - AI Service Tenant Configuration"
 echo "--------------------------------------------------------------------------------"
-oc get aibrokerworkspace -n $1
+oc get aiservicetenant -n $1
 echo ""
 
 exit 0
\ No newline at end of file
diff --git a/image/cli/mascli/must-gather/mg-summary-opendatahub b/image/cli/mascli/must-gather/mg-summary-opendatahub
new file mode 100644
index 00000000000..94611490e7e
--- /dev/null
+++ b/image/cli/mascli/must-gather/mg-summary-opendatahub
@@ -0,0 +1,45 @@
+#!/bin/bash
+
+echo "Open Data Hub - Auth"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get Auth
+echo ""
+
+echo ""
+echo "Open Data Hub - DataScienceCluster"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get DataScienceCluster
+echo ""
+
+echo ""
+echo "Open Data Hub - DataSciencePipelines"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get DataSciencePipelines
+echo ""
+
+echo ""
+echo "Open Data Hub - DataSciencePipelinesApplication"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get DataSciencePipelinesApplication
+echo ""
+
+echo ""
+echo "Open Data Hub - DSCInitialization"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get DSCInitialization
+echo ""
+
+echo ""
+echo "Open Data Hub - Kserve"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get Kserve
+echo ""
+
+echo ""
+echo "Open Data Hub - ModelController"
+echo "--------------------------------------------------------------------------------"
+oc -n opendatahub get ModelController
+echo ""
+
+
+exit 0
diff --git a/python/src/mas/cli/upgrade/app.py b/python/src/mas/cli/upgrade/app.py
index d556c8c52d8..60fe1f1125b 100644
--- a/python/src/mas/cli/upgrade/app.py
+++ b/python/src/mas/cli/upgrade/app.py
@@ -23,7 +23,7 @@
 from .settings import UpgradeSettingsMixin
 
 from mas.devops.ocp import createNamespace
-from mas.devops.mas import listMasInstances, getMasChannel, getWorkspaceId, verifyAppInstance
+from mas.devops.mas import listMasInstances, getMasChannel, getAppsSubscriptionChannel, getWorkspaceId, verifyAppInstance
 from mas.devops.tekton import installOpenShiftPipelines, updateTektonDefinitions, launchUpgradePipeline
 
 logger = logging.getLogger(__name__)
@@ -83,6 +83,17 @@ def upgrade(self, argv):
                 if currentChannel not in self.upgrade_path:
                     self.fatalError(f"No upgrade available, {instanceId} is are already on the latest release {currentChannel}")
                 nextChannel = self.upgrade_path[currentChannel]
+
+                # For the Feature Channels we do not allow upgrade when an installed app is not onboarded yet
+                if nextChannel in self.compatibilityMatrix:
+                    if "feature" in nextChannel:
+                        unsupportedAppForFC = []
+                        installedAppsChannel = getAppsSubscriptionChannel(self.dynamicClient, instanceId)
+                        for installedApp in installedAppsChannel:
+                            if installedApp["appId"] not in self.compatibilityMatrix[nextChannel]:
+                                unsupportedAppForFC.append(installedApp["appId"])
+                        if len(unsupportedAppForFC) > 0:
+                            self.fatalError(f"No feature channel available for {unsupportedAppForFC} on the release {nextChannel}. Upgrade cancelled.")
         else:
             # We still allow the upgrade to proceed even though we can't detect the MAS instance.  The upgrade may be being
             # queued up to run after install for instance