diff --git a/pkg/provider/azure_vmss_cache.go b/pkg/provider/azure_vmss_cache.go
index 87503e36ee..3bd3fc7e3d 100644
--- a/pkg/provider/azure_vmss_cache.go
+++ b/pkg/provider/azure_vmss_cache.go
@@ -477,7 +477,17 @@ func (ss *ScaleSet) getVMManagementTypeByIPConfigurationID(ipConfigurationID str
 	vmName := strings.Replace(nicName, "-nic", "", 1)
 
 	cachedAvSetVMs := cached.(NonVmssUniformNodesEntry).AvSetVMNodeNames
+	if cachedAvSetVMs.Has(vmName) {
+		return ManagedByAvSet, nil
+	}
+
+	// If the node is not in the cache, assume the node has joined after the last cache refresh and attempt to refresh the cache
+	cached, err = ss.nonVmssUniformNodesCache.Get(consts.NonVmssUniformNodesKey, azcache.CacheReadTypeForceRefresh)
+	if err != nil {
+		return ManagedByUnknownVMSet, err
+	}
 
+	cachedAvSetVMs = cached.(NonVmssUniformNodesEntry).AvSetVMNodeNames
 	if cachedAvSetVMs.Has(vmName) {
 		return ManagedByAvSet, nil
 	}
diff --git a/pkg/provider/azure_vmssflex.go b/pkg/provider/azure_vmssflex.go
index fdd5a95675..aeadf01822 100644
--- a/pkg/provider/azure_vmssflex.go
+++ b/pkg/provider/azure_vmssflex.go
@@ -389,12 +389,12 @@ func (fs *FlexScaleSet) getNodeInformationByIPConfigurationID(ipConfigurationID
 	// get vmName by nic name
 	vmName, err := fs.GetVMNameByIPConfigurationName(nicResourceGroup, nicName)
 	if err != nil {
-		return "", "", "", fmt.Errorf("failed to get vm name of ip config ID %s", ipConfigurationID)
+		return "", "", "", fmt.Errorf("failed to get vm name of ip config ID %s: %w", ipConfigurationID, err)
 	}
 
 	nodeName, err := fs.getNodeNameByVMName(vmName)
 	if err != nil {
-		return "", "", "", fmt.Errorf("failed to map VM Name to NodeName: VM Name %s", vmName)
+		return "", "", "", fmt.Errorf("failed to map VM Name to NodeName: VM Name %s: %w", vmName, err)
 	}
 
 	vmssFlexName, err := fs.getNodeVmssFlexName(nodeName)
diff --git a/pkg/provider/azure_vmssflex_test.go b/pkg/provider/azure_vmssflex_test.go
index c051559c6e..39159e9337 100644
--- a/pkg/provider/azure_vmssflex_test.go
+++ b/pkg/provider/azure_vmssflex_test.go
@@ -800,7 +800,7 @@ func TestGetNodeNameByIPConfigurationIDVmssFlex(t *testing.T) {
 			nic:                            generateTestNic("testvm1-nic", false, network.ProvisioningStateSucceeded, fmt.Sprintf("/subscriptions/sub/resourceGroups/rg/providers/Microsoft.Compute/virtualMachines/%s", nonExistingNodeName)),
 			expectedNodeName:               "",
 			expectedVMSetName:              "",
-			expectedErr:                    fmt.Errorf("failed to map VM Name to NodeName: VM Name NonExistingNodeName"),
+			expectedErr:                    fmt.Errorf("failed to map VM Name to NodeName: VM Name NonExistingNodeName: %w", cloudprovider.InstanceNotFound),
 		},
 		{
 			description:                    "GetNodeNameByIPConfigurationID should return error if the ipConfigurationID is in wrong format",
@@ -833,7 +833,6 @@ func TestGetNodeNameByIPConfigurationIDVmssFlex(t *testing.T) {
 		assert.Equal(t, tc.expectedVMSetName, vmSetName)
 		assert.Equal(t, tc.expectedErr, err)
 	}
-
 }
 
 func TestGetNodeCIDRMasksByProviderIDVmssFlex(t *testing.T) {