diff --git a/backend-fastapi/db_init.json b/backend-fastapi/db_init.json
index 88ffef6..8d378d2 100644
--- a/backend-fastapi/db_init.json
+++ b/backend-fastapi/db_init.json
@@ -6758,6 +6758,51 @@
       "sys_dept_id": null
     }
   },
+  {
+    "model": "core.menu.model.Menu",
+    "pk": "ai-agent-admin-ai-confirmation-center",
+    "fields": {
+      "application_id": null,
+      "is_system": true,
+      "parent_id": null,
+      "name": "AIConfirmationCenter",
+      "title": "AI ????",
+      "authCode": null,
+      "path": "/ai-confirmation-center",
+      "type": "menu",
+      "component": "/_core/ai-confirmation-center/index",
+      "redirect": null,
+      "activePath": null,
+      "query": null,
+      "noBasicLayout": false,
+      "icon": "lucide:clipboard-check",
+      "activeIcon": null,
+      "order": 32,
+      "hideInMenu": false,
+      "hideChildrenInMenu": false,
+      "hideInBreadcrumb": false,
+      "hideInTab": false,
+      "affixTab": false,
+      "affixTabOrder": null,
+      "keepAlive": false,
+      "maxNumOfOpenTab": null,
+      "fullPathKey": true,
+      "link": null,
+      "iframeSrc": null,
+      "openInNewWindow": false,
+      "badge": null,
+      "badgeType": null,
+      "badgeVariants": null,
+      "id": "ai-agent-admin-ai-confirmation-center",
+      "sort": 32,
+      "is_deleted": false,
+      "sys_create_datetime": "2026-06-10T00:00:00.000000",
+      "sys_update_datetime": "2026-06-10T00:00:00.000000",
+      "sys_creator_id": null,
+      "sys_modifier_id": null,
+      "sys_dept_id": null
+    }
+  },
   {
     "model": "core.menu.model.Menu",
     "pk": "ai-agent-admin-application-management",
diff --git a/web/apps/web-ele/src/api/ai-platform/ai-platform.ts b/web/apps/web-ele/src/api/ai-platform/ai-platform.ts
index 1964509..0bcbf2c 100644
--- a/web/apps/web-ele/src/api/ai-platform/ai-platform.ts
+++ b/web/apps/web-ele/src/api/ai-platform/ai-platform.ts
@@ -983,6 +983,7 @@ export async function getWorkflowRunsApi(
 
 /** 获取全局工作流运行记录 */
 export async function getAllWorkflowRunsApi(params?: {
+  applicationId?: string;
   page?: number;
   pageSize?: number;
   workflowId?: string;
diff --git a/web/apps/web-ele/src/router/access.ts b/web/apps/web-ele/src/router/access.ts
index a9e029d..43a1e8f 100644
--- a/web/apps/web-ele/src/router/access.ts
+++ b/web/apps/web-ele/src/router/access.ts
@@ -16,6 +16,7 @@ const forbiddenComponent = () => import('#/views/_core/fallback/forbidden.vue');
 async function generateAccess(options: GenerateMenuAndRoutesOptions) {
   const pageMap: ComponentRecordType = import.meta.glob([
     '../views/_core/agent-chat/**/*.vue',
+    '../views/_core/ai-confirmation-center/index.vue',
     '../views/_core/announcement/index.vue',
     '../views/_core/announcement/list.vue',
     '../views/_core/application/index.vue',
diff --git a/web/apps/web-ele/src/views/_core/ai-confirmation-center/index.vue b/web/apps/web-ele/src/views/_core/ai-confirmation-center/index.vue
new file mode 100644
index 0000000..9e9a4f0
--- /dev/null
+++ b/web/apps/web-ele/src/views/_core/ai-confirmation-center/index.vue
@@ -0,0 +1,237 @@
+<script setup lang="ts">
+import type { WorkflowRun, WorkflowRunListItem } from '#/api/ai-platform/ai-platform';
+
+import { computed, onMounted, ref } from 'vue';
+
+import { Page } from '@vben/common-ui';
+import { Check, Eye, RefreshCw, Send, X } from '@vben/icons';
+
+import {
+  ElButton,
+  ElDialog,
+  ElEmpty,
+  ElInput,
+  ElMessage,
+  ElRadio,
+  ElRadioGroup,
+  ElTable,
+  ElTableColumn,
+  ElTag,
+} from 'element-plus';
+
+import {
+  getAllWorkflowRunsApi,
+  getWorkflowRunDetailApi,
+  resumeWorkflowStreamApi,
+} from '#/api/ai-platform/ai-platform';
+import { useAppContextStore } from '#/store/app-context';
+
+defineOptions({ name: 'AIConfirmationCenter' });
+
+const appContextStore = useAppContextStore();
+const loading = ref(false);
+const submitting = ref(false);
+const runs = ref<WorkflowRunListItem[]>([]);
+const total = ref(0);
+const page = ref(1);
+const pageSize = ref(20);
+const detailVisible = ref(false);
+const currentRun = ref<WorkflowRun | null>(null);
+const answer = ref('');
+const selectedValue = ref('');
+let cancelResumeStream: (() => void) | null = null;
+
+const waitingConfig = computed(() => currentRun.value?.waiting_config || {});
+const interactionType = computed(() => waitingConfig.value.type || 'question');
+const options = computed<Array<{ label: string; value: string }>>(
+  () => waitingConfig.value.options || [],
+);
+
+function formatTime(value?: string) {
+  return value ? new Date(value).toLocaleString() : '-';
+}
+
+function promptText() {
+  return (
+    waitingConfig.value.question ||
+    waitingConfig.value.content ||
+    waitingConfig.value.title ||
+    '等待人工确认'
+  );
+}
+
+async function loadRuns() {
+  loading.value = true;
+  try {
+    const res = await getAllWorkflowRunsApi({
+      page: page.value,
+      pageSize: pageSize.value,
+      status: 'waiting',
+      applicationId: appContextStore.currentApp?.id,
+    });
+    runs.value = res.items || [];
+    total.value = res.total || 0;
+  } catch (error: any) {
+    ElMessage.error(error?.message || '加载确认任务失败');
+  } finally {
+    loading.value = false;
+  }
+}
+
+async function openDetail(row: WorkflowRunListItem) {
+  try {
+    currentRun.value = await getWorkflowRunDetailApi(row.id);
+    answer.value = waitingConfig.value.default_value || '';
+    selectedValue.value = options.value[0]?.value || '';
+    detailVisible.value = true;
+  } catch (error: any) {
+    ElMessage.error(error?.message || '加载详情失败');
+  }
+}
+
+function buildSubmitValue(value?: any) {
+  if (interactionType.value === 'confirm') {
+    return value;
+  }
+  if (interactionType.value === 'choice') {
+    return selectedValue.value;
+  }
+  return value ?? answer.value;
+}
+
+function submitInteraction(value?: any) {
+  if (!currentRun.value || submitting.value) return;
+  submitting.value = true;
+  cancelResumeStream?.();
+  cancelResumeStream = resumeWorkflowStreamApi(
+    currentRun.value.id,
+    buildSubmitValue(value),
+    (event) => {
+      if (event.type === 'error') {
+        ElMessage.error(event.error || '恢复运行失败');
+      }
+      if (event.type === 'complete') {
+        ElMessage.success('已提交确认');
+      }
+    },
+    (error) => {
+      ElMessage.error(error.message || '恢复运行失败');
+      submitting.value = false;
+    },
+    async () => {
+      submitting.value = false;
+      detailVisible.value = false;
+      await loadRuns();
+    },
+  );
+}
+
+onMounted(loadRuns);
+</script>
+
+<template>
+  <Page auto-content-height>
+    <template #title>
+      <div class="flex items-center justify-between">
+        <div class="text-base font-medium">AI 确认中心</div>
+        <ElButton :icon="RefreshCw" :loading="loading" @click="loadRuns">
+          刷新
+        </ElButton>
+      </div>
+    </template>
+
+    <ElTable v-loading="loading" :data="runs" height="100%" border>
+      <ElTableColumn prop="workflow_name" label="流程" min-width="180" />
+      <ElTableColumn prop="trigger_type" label="来源" width="130">
+        <template #default="{ row }">
+          <ElTag size="small">{{ row.trigger_type }}</ElTag>
+        </template>
+      </ElTableColumn>
+      <ElTableColumn prop="total_steps" label="步骤" width="80" />
+      <ElTableColumn label="开始时间" min-width="180">
+        <template #default="{ row }">{{ formatTime(row.started_at) }}</template>
+      </ElTableColumn>
+      <ElTableColumn label="状态" width="100">
+        <template #default>
+          <ElTag type="warning" size="small">等待确认</ElTag>
+        </template>
+      </ElTableColumn>
+      <ElTableColumn label="操作" width="120" fixed="right">
+        <template #default="{ row }">
+          <ElButton link type="primary" :icon="Eye" @click="openDetail(row)">
+            处理
+          </ElButton>
+        </template>
+      </ElTableColumn>
+      <template #empty>
+        <ElEmpty description="暂无等待确认的 AI 流程" />
+      </template>
+    </ElTable>
+
+    <div class="mt-3 text-right text-sm text-[var(--el-text-color-secondary)]">
+      共 {{ total }} 条
+    </div>
+
+    <ElDialog
+      v-model="detailVisible"
+      title="处理 AI 确认"
+      width="680px"
+      :close-on-click-modal="false"
+    >
+      <div v-if="currentRun" class="space-y-4">
+        <div class="rounded border border-[var(--el-border-color)] p-3">
+          <div class="font-medium">{{ currentRun.workflow_name }}</div>
+          <div class="mt-1 text-sm text-[var(--el-text-color-secondary)]">
+            当前节点：{{ currentRun.current_node_id || '-' }}
+          </div>
+        </div>
+
+        <div class="rounded bg-[var(--el-fill-color-light)] p-3">
+          {{ promptText() }}
+        </div>
+
+        <ElRadioGroup
+          v-if="interactionType === 'choice'"
+          v-model="selectedValue"
+          class="flex flex-col items-start gap-2"
+        >
+          <ElRadio
+            v-for="option in options"
+            :key="option.value"
+            :label="option.value"
+          >
+            {{ option.label }}
+          </ElRadio>
+        </ElRadioGroup>
+
+        <ElInput
+          v-else-if="interactionType !== 'confirm'"
+          v-model="answer"
+          type="textarea"
+          :rows="4"
+          :placeholder="waitingConfig.placeholder || '请输入处理意见或回复内容'"
+        />
+      </div>
+
+      <template #footer>
+        <ElButton @click="detailVisible = false">关闭</ElButton>
+        <ElButton
+          v-if="interactionType === 'confirm'"
+          :icon="X"
+          :loading="submitting"
+          @click="submitInteraction(false)"
+        >
+          {{ waitingConfig.cancel_text || '拒绝' }}
+        </ElButton>
+        <ElButton
+          type="primary"
+          :icon="interactionType === 'confirm' ? Check : Send"
+          :loading="submitting"
+          @click="submitInteraction(true)"
+        >
+          {{ interactionType === 'confirm' ? (waitingConfig.confirm_text || '确认') : '提交' }}
+        </ElButton>
+      </template>
+    </ElDialog>
+  </Page>
+</template>