diff --git a/app/assets/javascripts/vue_merge_request_widget/components/mr_widget_pipeline.vue b/app/assets/javascripts/vue_merge_request_widget/components/mr_widget_pipeline.vue
index 087b9e59f78f27208021c046fb3b6a458d57b341..96f2970094f9e846ec52cf6ba7ee72e9669a2f5d 100644
--- a/app/assets/javascripts/vue_merge_request_widget/components/mr_widget_pipeline.vue
+++ b/app/assets/javascripts/vue_merge_request_widget/components/mr_widget_pipeline.vue
@@ -9,6 +9,7 @@ import {
   GlTooltipDirective,
   GlButton,
 } from '@gitlab/ui';
+import DuoWorkflowAction from 'ee_component/ai/components/duo_workflow_action.vue';
 import SafeHtml from '~/vue_shared/directives/safe_html';
 import { s__, n__ } from '~/locale';
 import CiIcon from '~/vue_shared/components/ci_icon/ci_icon.vue';
@@ -19,6 +20,7 @@ import TimeAgoTooltip from '~/vue_shared/components/time_ago_tooltip.vue';
 import TooltipOnTruncate from '~/vue_shared/components/tooltip_on_truncate/tooltip_on_truncate.vue';
 import HelpPopover from '~/vue_shared/components/help_popover.vue';
 import HelpIcon from '~/vue_shared/components/help_icon/help_icon.vue';
+import { AGENT_PRIVILEGES } from '~/duo_agent_platform/constants';
 import mergeRequestEventTypeQuery from '../queries/merge_request_event_type.query.graphql';
 import runPipelineMixin from '../mixins/run_pipeline';
 import {
@@ -59,12 +61,18 @@ export default {
     TooltipOnTruncate,
     HelpPopover,
     HelpIcon,
+    DuoWorkflowAction,
   },
   directives: {
     GlTooltip: GlTooltipDirective,
     SafeHtml,
   },
   mixins: [runPipelineMixin],
+  inject: {
+    mergeRequestPath: {
+      default: null,
+    },
+  },
   props: {
     pipeline: {
       type: Object,
@@ -194,11 +202,42 @@ export default {
 
       return PIPELINE_EVENT_TYPE_MAP[eventTypeName] || { title: '', content: '' };
     },
+    getPipelinePath() {
+      if (this.pipeline?.path) {
+        return `${gon.gitlab_url}${this.pipeline.path}`;
+      }
+      return null;
+    },
+    showDuoWorkflowAction() {
+      return this.hasPipeline && this.status.group === 'failed' && !this.retargeted;
+    },
+    getAdditionalContext() {
+      return [
+        {
+          Category: 'merge_request',
+          Content: JSON.stringify({
+            url: this.mergeRequestPath,
+          }),
+        },
+        {
+          Category: 'pipeline',
+          Content: JSON.stringify({
+            source_branch: this.sourceBranch,
+          }),
+        },
+      ];
+    },
   },
   errorText: s__(
     'Pipeline|Could not retrieve the pipeline status. For troubleshooting steps, read the %{linkStart}documentation%{linkEnd}.',
   ),
   monitoringPipelineText: s__('Pipeline|Checking pipeline status.'),
+  AGENT_PRIVILEGES: [
+    AGENT_PRIVILEGES.READ_WRITE_FILES,
+    AGENT_PRIVILEGES.READ_ONLY_GITLAB,
+    AGENT_PRIVILEGES.READ_WRITE_GITLAB,
+    AGENT_PRIVILEGES.USE_GIT,
+  ],
 };
 </script>
 <template>
@@ -280,6 +319,18 @@ export default {
                 </div>
                 <pipeline-artifacts v-if="hasArtifacts" :artifacts="artifacts" class="gl-ml-3" />
               </div>
+              <div class="gl-pl-2">
+                <duo-workflow-action
+                  v-if="showDuoWorkflowAction"
+                  workflow-definition="fix_pipeline/v1"
+                  :goal="getPipelinePath"
+                  :project-path="targetProjectFullPath"
+                  :hover-message="__('Fix pipeline with Duo')"
+                  :source-branch="sourceBranch"
+                  :agent-privileges="$options.AGENT_PRIVILEGES"
+                  :additional-context="getAdditionalContext"
+                />
+              </div>
             </div>
 
             <div class="gl-flex gl-flex-wrap gl-items-center">
diff --git a/app/assets/javascripts/vue_merge_request_widget/index.js b/app/assets/javascripts/vue_merge_request_widget/index.js
index 47c7b0f8e9a0085134ee09ea97add7730a5048d1..6d2fd3f908f7d81fb8d575f4faa3606969f25b26 100644
--- a/app/assets/javascripts/vue_merge_request_widget/index.js
+++ b/app/assets/javascripts/vue_merge_request_widget/index.js
@@ -48,6 +48,9 @@ export default () => {
       commitPathTemplate: gl.mrWidgetData.commit_path_template,
       dismissalDescriptions,
       validityChecksEnabled: parseBoolean(gl.mrWidgetData.validity_checks_enabled),
+      mergeRequestPath: gl.mrWidgetData.merge_request_path
+        ? `${gon.gitlab_url}${gl.mrWidgetData.merge_request_path}`
+        : null,
     },
     ...MrWidgetOptions,
     apolloProvider,
diff --git a/ee/spec/frontend/vue_merge_request_widget/components/mr_widget_pipeline_spec.js b/ee/spec/frontend/vue_merge_request_widget/components/mr_widget_pipeline_spec.js
new file mode 100644
index 0000000000000000000000000000000000000000..769be890ab4db0497eb25f8d30a47c2817471993
--- /dev/null
+++ b/ee/spec/frontend/vue_merge_request_widget/components/mr_widget_pipeline_spec.js
@@ -0,0 +1,119 @@
+import { shallowMount } from '@vue/test-utils';
+import DuoWorkflowAction from 'ee/ai/components/duo_workflow_action.vue';
+import MRWidgetPipelineComponent from '~/vue_merge_request_widget/components/mr_widget_pipeline.vue';
+import { AGENT_PRIVILEGES } from '~/duo_agent_platform/constants';
+import mockData from '../mock_data';
+
+describe('MRWidgetPipeline EE', () => {
+  let wrapper;
+
+  const defaultProps = {
+    pipeline: {
+      ...mockData.pipeline,
+      details: {
+        ...mockData.pipeline.details,
+        status: { group: 'failed', label: 'failed' },
+      },
+    },
+    ciStatus: 'failed',
+    mrTroubleshootingDocsPath: 'help',
+    ciTroubleshootingDocsPath: 'ci-help',
+    targetProjectId: 1,
+    iid: 1,
+    targetProjectFullPath: 'gitlab-org/gitlab',
+    sourceBranch: 'feature-branch',
+  };
+
+  const findDuoWorkflowAction = () => wrapper.findComponent(DuoWorkflowAction);
+
+  const createWrapper = (props = {}, provide = {}) => {
+    wrapper = shallowMount(MRWidgetPipelineComponent, {
+      propsData: {
+        ...defaultProps,
+        ...props,
+      },
+      provide: {
+        mergeRequestPath: '/gitlab-org/gitlab/-/merge_requests/1',
+        ...provide,
+      },
+    });
+  };
+
+  describe('DuoWorkflowAction', () => {
+    describe('when pipeline has failed', () => {
+      beforeEach(() => {
+        createWrapper();
+      });
+
+      it('renders the DuoWorkflowAction component', () => {
+        expect(findDuoWorkflowAction().exists()).toBe(true);
+      });
+
+      it('passes the correct props', () => {
+        expect(findDuoWorkflowAction().props()).toEqual({
+          workflowDefinition: 'fix_pipeline/v1',
+          goal: 'http://test.host/root/acets-app/pipelines/172',
+          projectPath: 'gitlab-org/gitlab',
+          hoverMessage: 'Fix pipeline with Duo',
+          sourceBranch: 'feature-branch',
+          agentPrivileges: [
+            AGENT_PRIVILEGES.READ_WRITE_FILES,
+            AGENT_PRIVILEGES.READ_ONLY_GITLAB,
+            AGENT_PRIVILEGES.READ_WRITE_GITLAB,
+            AGENT_PRIVILEGES.USE_GIT,
+          ],
+          additionalContext: [
+            {
+              Category: 'merge_request',
+              Content: JSON.stringify({
+                url: '/gitlab-org/gitlab/-/merge_requests/1',
+              }),
+            },
+            {
+              Category: 'pipeline',
+              Content: JSON.stringify({
+                source_branch: 'feature-branch',
+              }),
+            },
+          ],
+          size: 'small',
+          variant: 'default',
+          promptValidatorRegex: null,
+        });
+      });
+    });
+
+    it('does not render when pipeline is successful', () => {
+      createWrapper({
+        pipeline: {
+          ...mockData.pipeline,
+          details: {
+            ...mockData.pipeline.details,
+            status: { group: 'success', label: 'passed' },
+          },
+        },
+        ciStatus: 'success',
+      });
+
+      expect(findDuoWorkflowAction().exists()).toBe(false);
+    });
+
+    it('does not render when there is a CI error', () => {
+      createWrapper({ ciStatus: null });
+
+      expect(findDuoWorkflowAction().exists()).toBe(false);
+    });
+
+    it('does not render when pipeline is retargeted', () => {
+      createWrapper({ retargeted: true });
+
+      expect(findDuoWorkflowAction().exists()).toBe(false);
+    });
+
+    it('does not render when there is no pipeline', () => {
+      createWrapper({ pipeline: {} });
+
+      expect(findDuoWorkflowAction().exists()).toBe(false);
+    });
+  });
+});