diff --git a/README.md b/README.md
index c3cac482..9ee3e69a 100644
--- a/README.md
+++ b/README.md
@@ -60,3 +60,4 @@ See [Configuration Reference](https://cli.vuejs.org/config/).
 - keepAlive: 是否页面使用 keepAlive 缓存
 - shared: 是否页面为分享功能页面，不需要登录即可访问
 - showAiInspection: 问卷设计是否显示AI质检按钮
+- showAiInsight: 数据分析是否显示AI洞察按钮
diff --git a/src/App.vue b/src/App.vue
index e46be532..e88511af 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -26,12 +26,12 @@
 <script>
 import locale from 'ant-design-vue/es/locale/zh_CN';
 import 'moment/locale/zh-cn';
-import { watch, onMounted, ref } from 'vue';
+import { watch, onMounted,onUnmounted, ref } from 'vue';
 import { useRoute, useRouter } from 'vue-router';
 import { useStore } from 'vuex';
 import Loading from '@/components/layout/loading/Loading.vue';
 import useEmitter from '@/composables/useEmitter';
-
+import aiTaskManager from '@/utils/ai/ai-task-manager'; // 引入AI任务管理器
 export default {
   components: {
     Loading
@@ -76,13 +76,12 @@ export default {
     //   window.localStorage.plantId = data?.id
     //   window.localStorage.plantUserInfo = JSON.stringify(data)
     // }
-    // onMounted(()=>{
-    //   router.beforeEach((to, from) => {
-    //     if(to.path!= "/answer"){
-    //       getNewToken()
-    //     }
-    //   })
-    // })
+    onMounted(() => {
+      aiTaskManager.runTasks();
+    });
+    onUnmounted(() => {
+      aiTaskManager.saveTasks();
+    });
     const clickAction = (e) => {
       if (e.target.getAttribute('data-linkType') === '1') {
         show.value = true;
diff --git a/src/Layouts/BaseLayout.vue b/src/Layouts/BaseLayout.vue
index cf350e0e..1f2ff44d 100644
--- a/src/Layouts/BaseLayout.vue
+++ b/src/Layouts/BaseLayout.vue
@@ -26,11 +26,12 @@
         ></span>
       </div>
     </div>
-    <!-- add by zhangweiwei 20250331_ai AI 质检 start -->
+
     <div class="right" v-if="showAiInspection || showPreview || isRenderBtn || showShare">
       <template v-if="!showLoading">
+        <!-- add by zhangweiwei 20250331_ai AI 质检 start -->
         <div v-show="showAiInspection" class="preview-btn" @click="toAiInspection">
-          <img class="ai-inspection-btn" :src="require('@/assets/img/ai/ai-inspection-btn.png')" />
+          <img class="ai-btn" :src="require('@/assets/img/ai/ai-inspection-btn.png')" />
         </div>
         <!-- add by zhangweiwei 20250331_ai AI 质检 end -->
         <div v-show="showPreview" class="preview-btn" @click="toPreview">
@@ -88,7 +89,12 @@
       </a-button>
       <!-- <Avatar :onlyUserShow="false" /> -->
     </div>
-    <div class="right" v-if="!showPreview && !isRenderBtn && !showShare">
+    <div class="right" v-if="(!showPreview && !isRenderBtn && !showShare) || showAiInsight">
+      <!-- add by zhangweiwei 20250331_ai AI 洞察 start -->
+      <div v-show="showAiInsight" class="preview-btn" @click="toAiInsight">
+        <img class="ai-btn" :src="require('@/assets/img/ai/data-analyse-ai-insight-btn.png')" />
+      </div>
+      <!-- add by zhangweiwei 20250331_ai AI 洞察 end -->
       <a-button
         class="publish-btn share-button"
         style="display: flex; align-items: center"
@@ -138,10 +144,7 @@
   <!-- 下载中心 -->
   <DownloadCenter v-model:visible="downloadVisible" v-if="downloadVisible"></DownloadCenter>
   <!-- add by zhangweiwei 20250331_ai AI 质检 start -->
-  <ai-loading
-    :visible="showAiLoading"
-    desc="我正在为您检查问卷内容，大概需要20-30s，请稍等哦～"
-  />
+  <ai-loading :visible="showAiLoading" :desc="aiLoadingDesc" />
   <!-- add by zhangweiwei 20250331_ai AI 质检 end -->
 </template>
 
@@ -160,6 +163,7 @@ import { useRouter, useRoute } from 'vue-router';
 import { message } from 'ant-design-vue';
 import useEmitter from '@/composables/useEmitter';
 import { publishSurvey, getSurveyInfo, aiQualityInspection } from '@/api/publish';
+import { aiInsight } from '@/api/data-analyse';
 import { useStore } from 'vuex';
 import {
   ExclamationCircleFilled,
@@ -176,6 +180,8 @@ import { canPlanetPublish } from './utils';
 import { checkShowInsightTab } from '@/views/DataAnalyse/insight/consts';
 import { text } from 'cheerio/lib/static';
 import AiLoading from '@/components/layout/loading/AiLoading.vue';
+import aiTaskManager from '@/utils/ai/ai-task-manager'; // 引入AI任务管理器
+import { TASK_TYPE, Task } from '@/utils/ai/ai-task';
 
 const router = useRouter();
 const route = useRoute();
@@ -244,14 +250,24 @@ const isRenderBtn = computed(() => {
   );
 });
 
-/** add by zhangweiwei AI 质检 start */
+/** add by zhangweiwei AI 质检/洞察 start */
 /**
  * 是否展示 AI 质检
  */
 const showAiInspection = computed(() => {
   return route.matched.some((item) => item.meta?.showAiInspection);
 });
-/** add by zhangweiwei AI 质检 end */
+
+const showAiInsight = computed(() => {
+  return route.matched.some((item) => item.meta?.showAiInsight);
+});
+
+const aiLoadingDesc = computed(() => {
+  return showAiInspection.value
+    ? '我正在为您检查问卷内容，大概需要20-30s，请稍等哦～'
+    : '正在激活AI显做镜，为您解析问卷背后的情感温度与数据密码，大约需要1-2min，请您先忙，一会记得刷新页面查看结果哦~';
+});
+/** add by zhangweiwei AI 质检/洞察 end */
 
 const showPreview = computed(() => {
   return route.matched.some((item) => item.meta?.showPreview);
@@ -362,6 +378,40 @@ const toAiInspection = () => {
 };
 /** add by zhangweiwei 20250331_ai AI 质检 end */
 
+/** add by zhangweiwei 20250331_ai AI 洞察 start */
+/**
+ * AI 洞察
+ */
+const toAiInsight = () => {
+  const task = aiTaskManager.findTask(TASK_TYPE.INSIGHT, sn);
+  if (task) {
+    // 已经在AI洞察中
+    message.warn(
+      '正在为您进行AI洞察，这次需要多分析一会儿才能确保洞察精准度，认真工作的我马上带着结果回来哦～'
+    );
+    return;
+  }
+  aiInsight(route.query.sn, { sn })
+    .then(() => {
+      showAiLoading.value = true;
+      // 10s后关闭
+      setTimeout(() => {
+        // 开启轮询模式
+        aiTaskManager.addTask(new Task(TASK_TYPE.INSIGHT, sn));
+        showAiLoading.value = false;
+      }, 10000);
+    })
+    .catch((error) => {
+      if (error.data?.code === 10015) {
+        // 正在AI洞察中
+        message.warn(error.data?.message);
+      } else {
+        message.error(error.data?.message || '服务器错误');
+      }
+    });
+};
+/** add by zhangweiwei 20250331_ai AI 洞察 end */
+
 const toPreview = async () => {
   var res = await canPlanetPublish(route.query.sn, 1);
   if (res) {
@@ -614,7 +664,7 @@ onUnmounted(() => store.dispatch('polling/stopPollingSurveyState', { sn }));
   .preview-btn:hover {
     color: #70b936;
   }
-  .ai-inspection-btn {
+  .ai-btn {
     width: 82px;
   }
   .publish-btn {
diff --git a/src/api/data-analyse.js b/src/api/data-analyse.js
index 6a57c414..98946ce6 100644
--- a/src/api/data-analyse.js
+++ b/src/api/data-analyse.js
@@ -207,4 +207,28 @@ export function cancelAiMark(sn, data) {
     data
   });
 }
-/** add by zhangweiwei 20250331_ai AI 样本标记 end */
\ No newline at end of file
+/** add by zhangweiwei 20250331_ai AI 样本标记 end */
+
+/** add by zhangweiwei 20250331_ai AI 洞察 start */
+/**
+ * 数据分析：AI 洞察
+ * @param {String} sn 问卷编号
+ * @param {Object} data
+ */
+export function aiInsight(sn, data) {
+  return request({
+    url: `/console/surveys/${sn}/analysis_insights`,
+    method: 'post',
+    toastError: false,
+    data
+  });
+}
+
+export function queryAiStatus(sn, data) {
+  return request({
+    url: `/console/surveys/${sn}/status`,
+    method: 'post',
+    data
+  });
+}
+/** add by zhangweiwei 20250331_ai AI 洞察 end */
diff --git a/src/assets/img/ai/ai-loading-transparent.png b/src/assets/img/ai/ai-loading-transparent.png
new file mode 100644
index 00000000..fc84eefa
Binary files /dev/null and b/src/assets/img/ai/ai-loading-transparent.png differ
diff --git a/src/assets/img/ai/data-analyse-ai-insight-btn.png b/src/assets/img/ai/data-analyse-ai-insight-btn.png
new file mode 100644
index 00000000..ecc587be
Binary files /dev/null and b/src/assets/img/ai/data-analyse-ai-insight-btn.png differ
diff --git a/src/assets/img/ai/data-analyse-ai-insight-icon.png b/src/assets/img/ai/data-analyse-ai-insight-icon.png
new file mode 100644
index 00000000..3b493598
Binary files /dev/null and b/src/assets/img/ai/data-analyse-ai-insight-icon.png differ
diff --git a/src/assets/img/ai/data-analyse-ai-insight-result.png b/src/assets/img/ai/data-analyse-ai-insight-result.png
new file mode 100644
index 00000000..e6df8762
Binary files /dev/null and b/src/assets/img/ai/data-analyse-ai-insight-result.png differ
diff --git a/src/router/index.js b/src/router/index.js
index 559b6468..71f2222d 100644
--- a/src/router/index.js
+++ b/src/router/index.js
@@ -157,7 +157,7 @@ const constantRoutes = [
               showPublish: true,
               showDownload: true
             },
-               /** add by zhangweiwei 20250331_ai AI 质检 新增 showAiInspection属性 end */
+            /** add by zhangweiwei 20250331_ai AI 质检 新增 showAiInspection属性 end */
             component: () =>
               import(
                 /* webpackChunkName: "planet" */ '../views/planetDesign/Design/DesignContent.vue'
@@ -260,8 +260,9 @@ const constantRoutes = [
           {
             path: 'diagram',
             name: 'Diagram',
-            meta: { keepAlive: true, showDownload: true },
-
+            /** add by zhangweiwei 20250331_ai AI 洞察 新增 showAiInsight 属性 start */
+            meta: { keepAlive: true, showDownload: true, showAiInsight: true },
+            /** add by zhangweiwei 20250331_ai AI 洞察 新增 showAiInsight 属性 start */
             component: () =>
               import(/* webpackChunkName: "analyse" */ '@/views/DataAnalyse/diagram/test')
           },
diff --git a/src/style/utils.scss b/src/style/utils.scss
index 7eb9c84d..72132e88 100644
--- a/src/style/utils.scss
+++ b/src/style/utils.scss
@@ -18,3 +18,34 @@
   position: relative;
   top: -2px;
 }
+
+.ant-notification-notice {
+  padding: 6px 10px 10px !important;
+  border-radius: 8px !important;
+  background-color: #f9fff5 !important;
+
+  &-icon {
+    font-size: 14px !important;
+  }
+
+  &-close{
+    top: 10px !important;
+  }
+
+  &-message {
+    margin-left: 22px !important;
+    font-size: 12px !important;
+    color: #000000 !important;
+    line-height: 1.4;
+  }
+
+
+  &-with-icon  &-description {
+    margin-top: 8px;
+    margin-left: 0 !important;
+    font-size: 12px !important;
+    color: #6d6d6d !important;
+    line-height: 1.4;
+  }
+
+}
diff --git a/src/utils/ai/ai-task-manager.js b/src/utils/ai/ai-task-manager.js
new file mode 100644
index 00000000..42d87891
--- /dev/null
+++ b/src/utils/ai/ai-task-manager.js
@@ -0,0 +1,45 @@
+import { ref } from 'vue';
+export class TaskManager {
+  constructor() {
+    this.tasks = ref(this.loadTasks());
+  }
+
+  loadTasks() {
+    const storedTasks = localStorage.getItem('ai-tasks');
+    return storedTasks ? JSON.parse(storedTasks) : [];
+  }
+
+  saveTasks() {
+    localStorage.setItem('tasks', JSON.stringify(this.tasks.value));
+  }
+
+  addTask(task) {
+    this.tasks.value.push(task);
+    this.saveTasks();
+    task.run();
+  }
+
+  removeTask(taskId) {
+    this.tasks.value = this.tasks.value.filter((task) => task.id !== taskId);
+    this.saveTasks();
+  }
+
+  findTask(aiType,sn) {
+    return this.tasks.value.find((task) => task.id === `${aiType}-${sn}`);
+  }
+
+  runTasks() {
+    if (this.tasks.value.length === 0) {
+      console.log('No ai tasks to run');
+      return;
+    }
+    this.tasks.value.forEach((task) => {
+      if (task.isRunning) {
+        task.run();
+      }
+    });
+  }
+}
+
+const taskManager = new TaskManager();
+export default taskManager;
\ No newline at end of file
diff --git a/src/utils/ai/ai-task.js b/src/utils/ai/ai-task.js
new file mode 100644
index 00000000..7030709d
--- /dev/null
+++ b/src/utils/ai/ai-task.js
@@ -0,0 +1,89 @@
+import { queryAiStatus } from '@/api/data-analyse'; // 引入查询AI状态的API函数
+import taskManager from './ai-task-manager'; // 引入任务管理器
+import { notification } from 'ant-design-vue';
+
+import InfoIcon from '@/assets/img/ai/data-analyse-ai-insight-icon.png'; // 导入你的自定义图标
+
+export const TASK_TYPE = {
+  MARK: 'mark',
+  INSIGHT: 'insight'
+};
+
+const TYPE_CODE = {
+  [TASK_TYPE.MARK]: 1,
+  [TASK_TYPE.INSIGHT]: 2
+};
+
+const TASK_SUCCESS_NOTICE = {
+  [TASK_TYPE.MARK]: 'AI小助手已经完成了数据洞察工作，请前往数据分析-基础分析页面进行查看吧',
+  [TASK_TYPE.INSIGHT]: 'AI小助手已经完成了无效样本标记工作，请前往数据分析-明细数据页面进行查看吧'
+};
+
+export class Task {
+  constructor(aiType, sn) {
+    this.id = `${aiType}-${sn}`;
+    this.sn = sn;
+    this.aiType = aiType;
+    this.interval = 15000;
+    this.maxRetries = 3;
+    this.status = null;
+    this.isPolling = true;
+    this.retryCount = 0;
+    this.timer = null;
+  }
+  run() {
+    const poll = async () => {
+      if (this.status === 1 || this.status === 2) {
+        this.stopPolling();
+      }
+      if (!this.isPolling) return;
+      try {
+        // type 1=AI样本标记;2=AI洞察
+        const response = await queryAiStatus(this.sn, {
+          surveySn: this.sn,
+          type: TYPE_CODE[this.aiType]
+        });
+        console.log('response--->', response);
+        // 标记状态:0=标记中,1=标记完成,2=标记失败
+        this.status = response.data?.status;
+        // 如果状态为成功，停止轮询
+        if (this.status === 1 || this.status === 2) {
+          this.stopPolling();
+          taskManager.removeTask(this.id); // 从任务管理器中移除任务
+          this.showNotice(); // 显示通知
+        } else {
+          this.retryCount = 0; // 重置重试计数
+        }
+      } catch (error) {
+        console.error('Polling error:', error);
+        // 当发生错误时，增加重试计数
+        this.retryCount++;
+        // 如果超过最大重试次数，停止轮询
+        if (this.retryCount >= this.maxRetries) {
+          console.log('已达到最大重试次数，Stopping polling.');
+          this.stopPolling();
+        }
+      }
+    };
+
+    poll();
+    this.timer = setInterval(() => {
+      poll(); // 定时执行任务
+    }, this.interval);
+  }
+
+  stopPolling() {
+    this.isPolling = false;
+    clearInterval(this.timer);
+  }
+
+  showNotice() {
+    notification.info({
+      message: '提示',
+      duration: null,
+      key: this.aiType,
+      icon: <img src={InfoIcon} alt="" style="width:12px; height: 12px " />,
+      description: TASK_SUCCESS_NOTICE[this.aiType]
+    });
+  }
+}
diff --git a/src/views/DataAnalyse/diagram/components/AiInsightResult.vue b/src/views/DataAnalyse/diagram/components/AiInsightResult.vue
new file mode 100644
index 00000000..62565f17
--- /dev/null
+++ b/src/views/DataAnalyse/diagram/components/AiInsightResult.vue
@@ -0,0 +1,46 @@
+<!-- add by zhangweiwei 20250331_ai AI 洞察 start -->
+<template>
+  <div class="ai-insight-item">
+   <div>
+    <img
+      class="ai-insight-item_icon"
+      :src="require('@/assets/img/ai/data-analyse-ai-insight-icon.png')"
+    />
+   </div>
+    <div  class="ai-insight-item_result"  v-html="result"></div>
+  </div>
+</template>
+<script setup>
+const props = defineProps({
+  result: {
+    type: String,
+    default: () => ''
+  }
+});
+</script>
+<style scoped lang="scss">
+.ai-insight-item {
+  box-sizing: border-box;
+  display: flex;
+  align-items: baseline;
+  width: 100%;
+  margin-top: 8px;
+  margin-bottom: 15px;
+  padding: 4px 9px;
+  background: linear-gradient(124deg, #fdfaff 0%, #fbf9ff 1%, #f8f9ff 100%);
+  border-radius: 6px;
+  box-shadow: 0px 0px 6px 0px rgba(0, 0, 0, 0.1);
+
+  &_icon {
+    width: 11px;
+  }
+
+  &_result {
+    margin-left: 4px;
+    font-size: 12px;
+    color: #333333;
+    line-height: 1.5;
+  }
+}
+</style>
+<!-- add by zhangweiwei 20250331_ai AI 洞察 end -->
diff --git a/src/views/DataAnalyse/diagram/components/AiInsightResultOverall.vue b/src/views/DataAnalyse/diagram/components/AiInsightResultOverall.vue
new file mode 100644
index 00000000..b1090a6f
--- /dev/null
+++ b/src/views/DataAnalyse/diagram/components/AiInsightResultOverall.vue
@@ -0,0 +1,81 @@
+<!-- add by zhangweiwei 20250331_ai AI 洞察 start -->
+<template>
+  <div class="ai-insight" :class="{ 'loading-height': loading }">
+    <img
+      class="ai-insight_icon"
+      :src="require('@/assets/img/ai/data-analyse-ai-insight-result.png')"
+    />
+    <div v-if="loading" class="ai-insight_loading">
+        <img
+          class="ai-insight_loading--img"
+          :src="require('@/assets/img/ai/ai-loading-transparent.png')"
+          alt=""
+        />
+  
+      <span class="ai-insight_loading--text">AI洞察加速中...</span>
+    </div>
+
+    <div v-else class="ai-insight_result" v-html="result"></div>
+  </div>
+</template>
+<script setup>
+const props = defineProps({
+  result: {
+    type: String,
+    default: () => ''
+  },
+  loading: {
+    type: Boolean,
+    default: () => false
+  }
+});
+</script>
+<style scoped lang="scss">
+.ai-insight {
+  position: relative;
+  box-sizing: border-box;
+  display: flex;
+  flex-direction: column;
+  margin: 0 32px 10px;
+  background: linear-gradient(124deg, #fdfaff 0%, #fbf9ff 1%, #f8f9ff 100%);
+  border-radius: 6px;
+  box-shadow: 0px 0px 6px 0px rgba(0, 0, 0, 0.1);
+
+  &_icon {
+    width: 38px;
+    margin-left: 10px;
+    margin-top: 12px;
+  }
+
+  &_loading {
+    position: absolute;
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    width: 100%;
+   top: 36px;
+   bottom: 36px;
+
+    &--img {
+      width: 96px;
+    }
+
+    &--text {
+      font-size: 12px;
+      color: #000000;
+      line-height: 17px;
+    }
+  }
+
+  &_result {
+    padding: 15px 28px;
+    font-size: 12px;
+    color: #333333;
+    line-height: 2;
+  }
+}
+.loading-height {
+  height: 150px;
+}
+</style>
+<!-- add by zhangweiwei 20250331_ai AI 洞察 end -->
diff --git a/src/views/DataAnalyse/diagram/components/DiagramTableFile.vue b/src/views/DataAnalyse/diagram/components/DiagramTableFile.vue
index 41772dde..043ed84e 100644
--- a/src/views/DataAnalyse/diagram/components/DiagramTableFile.vue
+++ b/src/views/DataAnalyse/diagram/components/DiagramTableFile.vue
@@ -1,5 +1,9 @@
 <template>
   <div class="table-container">
+    <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
     <a-table
       :align="'center'"
       :columns="columns"
@@ -37,6 +41,7 @@ import { defineComponent, ref, watch, inject, computed } from 'vue';
 import { getFileExtension } from '@/utils/file';
 import { cloneDeep } from 'lodash';
 import { downloadFile } from '@/views/DataAnalyse/composables/downloadFile';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import { useStore } from 'vuex';
 import { useRoute } from 'vue-router';
 import { downloadAllFile, downloadFileSheet, getDiagramAnalysis } from '@/api/data-analyse';
@@ -57,7 +62,7 @@ export default defineComponent({
       default: ''
     }
   },
-  components: { ImagePreview },
+  components: { ImagePreview, AiInsightResult },
   setup(props) {
     const store = useStore();
     const route = useRoute();
diff --git a/src/views/DataAnalyse/diagram/components/DiagramTables.vue b/src/views/DataAnalyse/diagram/components/DiagramTables.vue
index bab9b662..65351864 100644
--- a/src/views/DataAnalyse/diagram/components/DiagramTables.vue
+++ b/src/views/DataAnalyse/diagram/components/DiagramTables.vue
@@ -1,5 +1,9 @@
 <template>
   <div class="table-container">
+    <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
     <a-table
       :align="'center'"
       :columns="columns"
@@ -21,6 +25,7 @@
 <script setup>
 import { computed, ref, watch, inject } from 'vue';
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import { getDiagramAnalysis } from '@/api/data-analyse';
 import { convertQueryToString } from '@/utils/httpFormat';
 
diff --git a/src/views/DataAnalyse/diagram/components/MultiChart.vue b/src/views/DataAnalyse/diagram/components/MultiChart.vue
index e84c9b47..afbc31cd 100644
--- a/src/views/DataAnalyse/diagram/components/MultiChart.vue
+++ b/src/views/DataAnalyse/diagram/components/MultiChart.vue
@@ -8,6 +8,10 @@
     />
     <div class="chart-container">
       <ChartAction @update:action="handleUpdateAction" :chartTypeOptions="chartTypeOptions" />
+      <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
       <div class="chart-wrapper">
         <pieChart :chart-option="option" ref="chart" />
       </div>
@@ -39,6 +43,7 @@ import pieChart from '@/components/chart/PieChart';
 import ChartAction from '@/views/DataAnalyse/diagram/components/ChartAction';
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import useMultiChartOption from '@/views/DataAnalyse/diagram/composables/useMultiChartOption';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import { generateTableCustomRender } from './renderTableGroup';
 
 function clearData(data) {
@@ -68,7 +73,8 @@ export default defineComponent({
   },
   components: {
     RenderTableTitle,
-    ChartAction
+    ChartAction,
+    AiInsightResult
   },
   setup(props) {
     const chartInstance = inject('chartInstance');
@@ -379,7 +385,8 @@ export default defineComponent({
   height: 100%;
 
   .chart-container {
-    height: 300px;
+    min-height: 300px;
+    padding-bottom: 20px;
   }
 }
 
diff --git a/src/views/DataAnalyse/diagram/components/SingleChart.vue b/src/views/DataAnalyse/diagram/components/SingleChart.vue
index 229d95db..cbd89822 100644
--- a/src/views/DataAnalyse/diagram/components/SingleChart.vue
+++ b/src/views/DataAnalyse/diagram/components/SingleChart.vue
@@ -2,6 +2,10 @@
   <div class="container">
     <div class="chart-container">
       <ChartAction @update:action="handleUpdateAction" :chartTypeOptions="chartTypeOptions" />
+      <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
       <div class="chart-wrapper">
         <pieChart :chart-option="option" ref="chart" />
       </div>
@@ -33,6 +37,7 @@ import ChartAction from '@/views/DataAnalyse/diagram/components/ChartAction';
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
 import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOption';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import * as cheerio from 'cheerio';
 import { generateTableCustomRender } from './renderTableGroup';
 
@@ -77,7 +82,8 @@ export default defineComponent({
   components: {
     RenderTableTitle,
     ChartAction,
-    pieChart
+    pieChart,
+    AiInsightResult
   },
   setup(props) {
     const chartInstance = inject('chartInstance');
@@ -211,7 +217,8 @@ export default defineComponent({
 .container {
   height: 100%;
   .chart-container {
-    height: 300px;
+    min-height: 300px;
+    padding-bottom: 20px;
   }
 
   .table-container {
diff --git a/src/views/DataAnalyse/diagram/components/diagram-item-new.vue b/src/views/DataAnalyse/diagram/components/diagram-item-new.vue
index b1997f4d..2ee9e37b 100644
--- a/src/views/DataAnalyse/diagram/components/diagram-item-new.vue
+++ b/src/views/DataAnalyse/diagram/components/diagram-item-new.vue
@@ -31,6 +31,7 @@ import Header from '@/views/DataAnalyse/diagram/components/Layouts/Header';
 import Main from '@/views/DataAnalyse/diagram/components/Layouts/Main';
 import Footer from '@/views/DataAnalyse/diagram/components/Layouts/Footer';
 import useQuestionInfo from '@/views/DataAnalyse/diagram/composables/useQuestionInfo';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import spliceChart from '../../components/spliceChart';
 import generatorTable from './generatorTable';
 import { exportChart } from '@/api/data-analyse';
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/basic/ConstantAggregate.vue b/src/views/DataAnalyse/diagram/components/questionTypes/basic/ConstantAggregate.vue
index a9d46e22..e128457f 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/basic/ConstantAggregate.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/basic/ConstantAggregate.vue
@@ -2,6 +2,7 @@
   <div class="container">
     <div class="chart-container">
       <ChartAction @update:action="handleUpdateAction" :chartTypeOptions="chartTypeOptions" />
+      <AiInsightResult v-if="data.question_conclusion" :result="data.question_conclusion" />
       <div class="chart-wrapper">
         <pieChart :chart-option="option" ref="chart" />
       </div>
@@ -31,6 +32,7 @@ import pieChart from '@/components/chart/PieChart';
 import ChartAction from '@/views/DataAnalyse/diagram/components/ChartAction';
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import useConstantOption from '@/views/DataAnalyse/diagram/composables/useConstantOption';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.avg !== '0.00');
@@ -49,7 +51,8 @@ export default defineComponent({
   },
   components: {
     RenderTableTitle,
-    ChartAction
+    ChartAction,
+    AiInsightResult,
     // pieChart,
   },
   setup(props, { emit }) {
@@ -168,7 +171,8 @@ export default defineComponent({
 .container {
   height: 100%;
   .chart-container {
-    height: 300px;
+    min-height: 300px;
+    padding-bottom: 20px;
   }
 
   .table-container {
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/basic/GeographicLocation.vue b/src/views/DataAnalyse/diagram/components/questionTypes/basic/GeographicLocation.vue
index 8f1c1ebf..3e8f23ef 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/basic/GeographicLocation.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/basic/GeographicLocation.vue
@@ -1,9 +1,11 @@
 <template>
+  <AiInsightResult v-if="data.question_conclusion" :result="data.question_conclusion" />
   <div id="location-map" class="location-map" ref="locationMap"></div>
 </template>
 
 <script>
 import { defineComponent, ref, onMounted, watchEffect, computed } from 'vue';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 import _ from 'lodash';
 
 export default defineComponent({
@@ -13,6 +15,9 @@ export default defineComponent({
       default: () => {}
     }
   },
+  components: {
+    AiInsightResult
+  },
   setup(props) {
     let count = 0;
     const map = ref(null);
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/quick/CascaderType.vue b/src/views/DataAnalyse/diagram/components/questionTypes/quick/CascaderType.vue
index 7308b2fd..ce819a09 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/quick/CascaderType.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/quick/CascaderType.vue
@@ -3,6 +3,10 @@
   <div style="height: 32px">
     <CascaderSelect :data="data.optionAll" :max="3" @onOptionIndexChange="getData"></CascaderSelect>
   </div>
+  <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
   <pieChart :chart-option="option" ref="chart" />
   <div class="table-container">
     <a-table
@@ -32,6 +36,7 @@ import { useRoute } from 'vue-router';
 import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOption';
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.number !== 0);
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/quick/Institution.vue b/src/views/DataAnalyse/diagram/components/questionTypes/quick/Institution.vue
index 070aea13..cff4b68f 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/quick/Institution.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/quick/Institution.vue
@@ -3,6 +3,10 @@
   <div style="height: 32px">
     <CascaderSelect :data="university" :max="2" @onOptionIndexChange="getData"></CascaderSelect>
   </div>
+  <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
   <pieChart :chart-option="option" ref="chart" />
   <div class="table-container">
     <a-table
@@ -33,6 +37,7 @@ import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOpti
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
 import university from '@/views/Answer/questions/json/university.json';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.number !== 0);
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/quick/Major.vue b/src/views/DataAnalyse/diagram/components/questionTypes/quick/Major.vue
index dd04bfc0..7b249455 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/quick/Major.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/quick/Major.vue
@@ -3,6 +3,10 @@
   <div style="height: 32px">
     <CascaderSelect :data="major" :max="1" @onOptionIndexChange="getData"></CascaderSelect>
   </div>
+  <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
   <pieChart :chart-option="option" ref="chart" />
   <div class="table-container">
     <a-table
@@ -33,6 +37,7 @@ import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOpti
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
 import major from '@/views/Answer/questions/json/major.json';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.number !== 0);
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceCityType.vue b/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceCityType.vue
index 3f7d7589..9f77b230 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceCityType.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceCityType.vue
@@ -3,6 +3,10 @@
   <div style="height: 32px">
     <CascaderSelect :data="cityes" :max="1" @onOptionIndexChange="getData"></CascaderSelect>
   </div>
+  <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
   <pieChart :chart-option="option" ref="chart" />
   <div class="table-container">
     <a-table
@@ -33,6 +37,7 @@ import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOpti
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
 import cityes from '@/views/Answer/questions/json/cityes.json';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.number !== 0);
diff --git a/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceDistrictType.vue b/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceDistrictType.vue
index 244326f5..dc0c3611 100644
--- a/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceDistrictType.vue
+++ b/src/views/DataAnalyse/diagram/components/questionTypes/quick/ProvinceDistrictType.vue
@@ -3,6 +3,10 @@
   <div style="height: 32px">
     <CascaderSelect :data="cityes" :max="2" @onOptionIndexChange="getData"></CascaderSelect>
   </div>
+  <AiInsightResult
+      v-if="data.question_conclusion"
+      :result="data.question_conclusion"
+    />
   <pieChart :chart-option="option" ref="chart" />
   <div class="table-container">
     <a-table
@@ -33,6 +37,7 @@ import useChartOption from '@/views/DataAnalyse/diagram/composables/useChartOpti
 import RenderTableTitle from '@/views/DataAnalyse/components/RenderTableTitle';
 import RenderTableTitleLo from '@/views/DataAnalyse/components/RenderTableTitleLo';
 import cityes from '@/views/Answer/questions/json/cityes.json';
+import AiInsightResult from '@/views/DataAnalyse/diagram/components/AiInsightResult';
 
 function clearData(data) {
   return data.filter((item) => item.number !== 0);
diff --git a/src/views/DataAnalyse/diagram/test.vue b/src/views/DataAnalyse/diagram/test.vue
index 6e0de919..56c0db7d 100644
--- a/src/views/DataAnalyse/diagram/test.vue
+++ b/src/views/DataAnalyse/diagram/test.vue
@@ -32,6 +32,13 @@
       ></newSearch>
     </div>
     <div v-if="diagramList.length > 0">
+      <!-- add by zhangweiwei 20250331_ai AI 洞察 start  -->
+      <ai-insight-result-overall
+        v-if="aiInsightResult || (typeof aiInsightLoading !== 'undefined')"
+        :result="aiInsightResult"
+        :loading="aiInsightLoading"
+      />
+      <!-- add by zhangweiwei 20250331_ai AI 洞察 end  -->
       <div class="diagram-container">
         <BasicDiagramItem
           @remove-chart="onRemove"
@@ -75,21 +82,25 @@
 </template>
 <script setup>
 import 'element-plus/theme-chalk/el-loading.css';
-import { onMounted, ref, computed, provide, nextTick } from 'vue';
+import { onMounted, ref, computed, provide, nextTick, watch } from 'vue';
 import { useRoute } from 'vue-router';
 import BasicDiagramItem from '@/views/DataAnalyse/diagram/components/diagram-item-new.vue';
 import SubTitle from '../components/SubTitle.vue';
 import search from '../components/diagram/search.vue';
+import AiInsightResultOverall from '@views/DataAnalyse/diagram/components/AiInsightResultOverall.vue';
 import FullScreenModal from '@views/DataAnalyse/diagram/components/FullScreenModal';
 import newSearch from '@/views/DataAnalyse/components/diagram/newSearch';
 
-import { getDiagramAnalysis } from '@/api/data-analyse';
+import { aiInsight, getDiagramAnalysis } from '@/api/data-analyse';
 import { getAuthRoles } from '@/api/role';
 import { convertQueryToString } from '@/utils/httpFormat';
 import { useStore } from 'vuex';
 import useEmitter from '@/composables/useEmitter';
 import { chartList } from '@/views/DataAnalyse/diagram/composables/useInstance';
 import newModal from '@/views/DataAnalyse/components/diagram/newModal';
+import taskManager from '@/utils/ai/ai-task-manager';
+import { TASK_TYPE } from '@/utils/ai/ai-task';
+
 const store = useStore();
 const emitter = useEmitter();
 
@@ -107,6 +118,12 @@ provide('exportList', exportList);
 
 const diagramItem = ref(null);
 
+/** add by zhangweiwei 20250331_ai AI 洞察 start */
+const aiInsightResult = ref('');
+const aiInsightLoading = ref(undefined);
+// const tasks = taskManager.tasks.value;
+/** add by zhangweiwei 20250331_ai AI 洞察 end */
+
 function getPermissionInfo() {
   getAuthRoles({
     flag: 2,
@@ -167,6 +184,7 @@ function getDiagramData() {
       total.value = _total;
       per_page.value = res.meta.per_page;
       dataCount.value = res.other.answerCount;
+      aiInsightResult.value = res.other.overall_conclusion;
       hasElementAfterRemove.value = _total === 0 ? true : false;
 
       let response_data = res.data
@@ -347,6 +365,18 @@ onMounted(async () => {
     spinning.value = false;
   }
 });
+
+watch(
+  () => taskManager.tasks.value,
+  (newTasks) => {
+    console.log('任务列表发生变化:', newTasks);
+    aiInsightLoading.value = taskManager.findTask(TASK_TYPE.INSIGHT, sn)?.isPolling;
+    if (aiInsightLoading.value) {
+      aiInsightResult.value = '';
+    }
+  },
+  { immediate: true, deep: true }
+);
 </script>
 
 <style lang="scss">
diff --git a/src/views/DataAnalyse/particulars/list.vue b/src/views/DataAnalyse/particulars/list.vue
index 89babe58..486ba135 100644
--- a/src/views/DataAnalyse/particulars/list.vue
+++ b/src/views/DataAnalyse/particulars/list.vue
@@ -648,17 +648,14 @@ function aiMark(sn) {
   aiSampleMark(sn, {
     surveySn: sn
   })
-    .then((res) => {
+    .then(() => {
       showAiLoading.value = true;
-      // 5s后关闭
+      // 10s后关闭
       setTimeout(() => {
         showAiLoading.value = false;
-        // getData();
-        // resetSelection();
       }, 10000);
     })
     .catch((error) => {
-      console.error('----->', error);
       if (error.data?.code === 10014) {
         // 正在AI标记中
         message.warn(error.data?.message);
diff --git a/src/views/planetDesign/Design/components/AiInspectionResult.vue b/src/views/planetDesign/Design/components/AiInspectionResult.vue
index 7eeeb862..d3ea6649 100644
--- a/src/views/planetDesign/Design/components/AiInspectionResult.vue
+++ b/src/views/planetDesign/Design/components/AiInspectionResult.vue
@@ -1,8 +1,9 @@
 <!-- add by zhangweiwei 20250331_ai AI 质检 新增 质检结果组件 start -->
 <template>
   <div class="ai-inspection-result">
-    <img :src="require('@/assets/img/ai/ai-inspection-result-icon.png')" class="result-icon" />
-
+    <div>
+    <img class="result-icon" :src="require('@/assets/img/ai/ai-inspection-result-icon.png')"  />
+  </div>
     <div class="result-wrap">
       <div class="result-item" v-for="(advice, index) in result" :key="index">
         <span class="result-item__index" v-if="result.length > 1">{{ index + 1 }}</span>
@@ -35,7 +36,6 @@ const props = defineProps({
 .result-icon {
   width: 14px;
   height: 16px;
-  margin-top: 4px;
 }
 
 .result-wrap {