diff --git a/x-pack/plugins/ml/public/application/datavisualizer/datavisualizer_selector.tsx b/x-pack/plugins/ml/public/application/datavisualizer/datavisualizer_selector.tsx
index 416ec8347847a..048c8dbe2b5eb 100644
--- a/x-pack/plugins/ml/public/application/datavisualizer/datavisualizer_selector.tsx
+++ b/x-pack/plugins/ml/public/application/datavisualizer/datavisualizer_selector.tsx
@@ -22,6 +22,7 @@ import {
   EuiTextAlign,
 } from '@elastic/eui';
 
+import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { useTimefilter } from '@kbn/ml-date-picker';
 import { isFullLicense } from '../license';
@@ -182,6 +183,12 @@ export const DatavisualizerSelector: FC = () => {
                         />
                       }
                       tooltipPosition={'right'}
+                      aria-label={i18n.translate(
+                        'xpack.ml.datavisualizer.selector.technicalPreviewBadge.ariaLabel',
+                        {
+                          defaultMessage: 'ES|QL is in technical preview.',
+                        }
+                      )}
                     />
                   </>
                 </EuiTextAlign>
diff --git a/x-pack/test/accessibility/apps/group2/ml.ts b/x-pack/test/accessibility/apps/group2/ml.ts
index add5811a3ab54..af9664b5e258a 100644
--- a/x-pack/test/accessibility/apps/group2/ml.ts
+++ b/x-pack/test/accessibility/apps/group2/ml.ts
@@ -48,8 +48,7 @@ export default function ({ getService }: FtrProviderContext) {
         });
       });
 
-      // FLAKY: https://github.com/elastic/kibana/issues/172598
-      describe.skip('with data loaded', function () {
+      describe('with data loaded', function () {
         const dfaOutlierResultsJobId = 'iph_outlier_a11y';
         const ecIndexName = 'ft_module_sample_ecommerce';
         const ihpIndexName = 'ft_ihp_outlier';