diff --git a/x-pack/plugins/ml/public/application/routing/ml_page_wrapper.tsx b/x-pack/plugins/ml/public/application/routing/ml_page_wrapper.tsx
index f1674a12b77c6..4c2a6d0058edc 100644
--- a/x-pack/plugins/ml/public/application/routing/ml_page_wrapper.tsx
+++ b/x-pack/plugins/ml/public/application/routing/ml_page_wrapper.tsx
@@ -4,6 +4,7 @@
  * 2.0; you may not use this file except in compliance with the Elastic License
  * 2.0.
  */
+
 import React, { FC } from 'react';
 import { TrackApplicationView } from '@kbn/usage-collection-plugin/public';
 
diff --git a/x-pack/plugins/ml/public/application/routing/use_active_route.ts b/x-pack/plugins/ml/public/application/routing/use_active_route.ts
index 925db8185c379..9183e45c3d0ae 100644
--- a/x-pack/plugins/ml/public/application/routing/use_active_route.ts
+++ b/x-pack/plugins/ml/public/application/routing/use_active_route.ts
@@ -8,11 +8,21 @@
 import { useLocation, useRouteMatch } from 'react-router-dom';
 import { keyBy } from 'lodash';
 import { useMemo } from 'react';
+import { useExecutionContext } from '@kbn/kibana-react-plugin/public';
+import { useMlKibana } from '../contexts/kibana';
 import type { MlRoute } from './router';
 
+/**
+ * Provides an active route of the ML app.
+ * @param routesList
+ */
 export const useActiveRoute = (routesList: MlRoute[]): MlRoute => {
   const { pathname } = useLocation();
 
+  const {
+    services: { executionContext },
+  } = useMlKibana();
+
   /**
    * Temp fix for routes with params.
    */
@@ -30,8 +40,14 @@ export const useActiveRoute = (routesList: MlRoute[]): MlRoute => {
     }
     // Remove trailing slash from the pathname
     const pathnameKey = pathname.replace(/\/$/, '');
-    return routesMap[pathnameKey];
+    return routesMap[pathnameKey] ?? routesMap['/overview'];
   }, [pathname]);
 
-  return activeRoute ?? routesMap['/overview'];
+  useExecutionContext(executionContext, {
+    name: 'Machine Learning',
+    type: 'application',
+    page: activeRoute?.path,
+  });
+
+  return activeRoute;
 };
diff --git a/x-pack/plugins/ml/public/embeddables/anomaly_charts/embeddable_anomaly_charts_container.tsx b/x-pack/plugins/ml/public/embeddables/anomaly_charts/embeddable_anomaly_charts_container.tsx
index 9f31f5777f9de..85350629263e4 100644
--- a/x-pack/plugins/ml/public/embeddables/anomaly_charts/embeddable_anomaly_charts_container.tsx
+++ b/x-pack/plugins/ml/public/embeddables/anomaly_charts/embeddable_anomaly_charts_container.tsx
@@ -11,6 +11,7 @@ import { Observable } from 'rxjs';
 import { FormattedMessage } from '@kbn/i18n-react';
 import { throttle } from 'lodash';
 import { UI_SETTINGS } from '@kbn/data-plugin/common';
+import { useEmbeddableExecutionContext } from '../common/use_embeddable_execution_context';
 import { useAnomalyChartsInputResolver } from './use_anomaly_charts_input_resolver';
 import type { IAnomalyChartsEmbeddable } from './anomaly_charts_embeddable';
 import type {
@@ -27,6 +28,7 @@ import { ANOMALY_THRESHOLD } from '../../../common';
 import { TimeBuckets } from '../../application/util/time_buckets';
 import { EXPLORER_ENTITY_FIELD_SELECTION_TRIGGER } from '../../ui_actions/triggers';
 import { MlLocatorParams } from '../../../common/types/locator';
+import { ANOMALY_EXPLORER_CHARTS_EMBEDDABLE_TYPE } from '..';
 
 const RESIZE_THROTTLE_TIME_MS = 500;
 
@@ -55,6 +57,13 @@ export const EmbeddableAnomalyChartsContainer: FC<EmbeddableAnomalyChartsContain
   onError,
   onLoading,
 }) => {
+  useEmbeddableExecutionContext<AnomalyChartsEmbeddableInput>(
+    services[0].executionContext,
+    embeddableInput,
+    ANOMALY_EXPLORER_CHARTS_EMBEDDABLE_TYPE,
+    id
+  );
+
   const [chartWidth, setChartWidth] = useState<number>(0);
   const [severity, setSeverity] = useState(
     optionValueToThreshold(
diff --git a/x-pack/plugins/ml/public/embeddables/anomaly_swimlane/embeddable_swim_lane_container.tsx b/x-pack/plugins/ml/public/embeddables/anomaly_swimlane/embeddable_swim_lane_container.tsx
index 06c400481491a..c354057d971bb 100644
--- a/x-pack/plugins/ml/public/embeddables/anomaly_swimlane/embeddable_swim_lane_container.tsx
+++ b/x-pack/plugins/ml/public/embeddables/anomaly_swimlane/embeddable_swim_lane_container.tsx
@@ -11,6 +11,7 @@ import { Observable } from 'rxjs';
 
 import { CoreStart } from '@kbn/core/public';
 import { FormattedMessage } from '@kbn/i18n-react';
+import { useEmbeddableExecutionContext } from '../common/use_embeddable_execution_context';
 import { IAnomalySwimlaneEmbeddable } from './anomaly_swimlane_embeddable';
 import { useSwimlaneInputResolver } from './swimlane_input_resolver';
 import { SwimlaneType } from '../../application/explorer/explorer_constants';
@@ -22,6 +23,7 @@ import { AppStateSelectedCells } from '../../application/explorer/explorer_utils
 import { MlDependencies } from '../../application/app';
 import { SWIM_LANE_SELECTION_TRIGGER } from '../../ui_actions';
 import {
+  ANOMALY_SWIMLANE_EMBEDDABLE_TYPE,
   AnomalySwimlaneEmbeddableInput,
   AnomalySwimlaneEmbeddableOutput,
   AnomalySwimlaneServices,
@@ -52,6 +54,13 @@ export const EmbeddableSwimLaneContainer: FC<ExplorerSwimlaneContainerProps> = (
   onLoading,
   onError,
 }) => {
+  useEmbeddableExecutionContext<AnomalySwimlaneEmbeddableInput>(
+    services[0].executionContext,
+    embeddableInput,
+    ANOMALY_SWIMLANE_EMBEDDABLE_TYPE,
+    id
+  );
+
   const [chartWidth, setChartWidth] = useState<number>(0);
 
   const [fromPage, setFromPage] = useState<number>(1);
diff --git a/x-pack/plugins/ml/public/embeddables/common/use_embeddable_execution_context.ts b/x-pack/plugins/ml/public/embeddables/common/use_embeddable_execution_context.ts
new file mode 100644
index 0000000000000..68306c54c8590
--- /dev/null
+++ b/x-pack/plugins/ml/public/embeddables/common/use_embeddable_execution_context.ts
@@ -0,0 +1,48 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import useObservable from 'react-use/lib/useObservable';
+import { map } from 'rxjs/operators';
+import { KibanaExecutionContext } from '@kbn/core/types';
+import { useMemo } from 'react';
+import { useExecutionContext } from '@kbn/kibana-react-plugin/public';
+import type { Observable } from 'rxjs';
+import type { EmbeddableInput } from '@kbn/embeddable-plugin/common';
+import { ExecutionContextStart } from '@kbn/core/public';
+
+/**
+ * Use execution context for ML embeddables.
+ * @param executionContext
+ * @param embeddableInput$
+ * @param embeddableType
+ * @param id
+ */
+export function useEmbeddableExecutionContext<T extends EmbeddableInput>(
+  executionContext: ExecutionContextStart,
+  embeddableInput$: Observable<T>,
+  embeddableType: string,
+  id: string
+) {
+  const parentExecutionContext = useObservable(
+    embeddableInput$.pipe(map((v) => v.executionContext))
+  );
+
+  const embeddableExecutionContext: KibanaExecutionContext = useMemo(() => {
+    const child: KibanaExecutionContext = {
+      type: 'visualization',
+      name: embeddableType,
+      id,
+    };
+
+    return {
+      ...parentExecutionContext,
+      child,
+    };
+  }, [parentExecutionContext, id]);
+
+  useExecutionContext(executionContext, embeddableExecutionContext);
+}