diff --git a/app/api/routers/remote.py b/app/api/routers/remote.py
index e6ed2b9..8a1c71c 100644
--- a/app/api/routers/remote.py
+++ b/app/api/routers/remote.py
@@ -151,7 +151,7 @@ def _run_remote_processing(
 
         state.history_manager.update(task_id, file_count=download_result.file_count)
 
-        refresh_cell_data(app_config, work_dir, logger)
+        _try_refresh_cell_data(app_config, work_dir, logger)
 
         if app_config.warehouse_type == "metrix":
             started = time.time()
@@ -210,6 +210,21 @@ def _run_remote_processing(
             on_finish(task_id, final_status)
 
 
+def _try_refresh_cell_data(app_config: AppConfig, work_dir: Path, logger: ProcessLogger) -> None:
+    if not app_config.cell_data.remote_data.enabled:
+        return
+    logger.set_stage("cell_data")
+    logger.info("── CellData 更新 ──")
+    try:
+        result = refresh_cell_data(app_config, work_dir, logger)
+        logger.success(
+            f"CellData 更新完成：{result.imported_rows} 行"
+            f"（解析 {result.parsed_rows}，跳过 {result.skipped_rows}）"
+        )
+    except Exception as exc:
+        logger.warning(f"CellData 更新失败，继续容量处理: {exc}")
+
+
 def _format_bytes(size: int) -> str:
     value = float(size)
     for unit in ("B", "KB", "MB", "GB"):
diff --git a/app/api/routers/tasks.py b/app/api/routers/tasks.py
index 3921470..528a02a 100644
--- a/app/api/routers/tasks.py
+++ b/app/api/routers/tasks.py
@@ -169,7 +169,7 @@ def _task_finished(task_id: str) -> bool:
 
 def _run_processing(task_id: str, work_dir: Path, logger: ProcessLogger, app_config: AppConfig) -> None:
     try:
-        refresh_cell_data(app_config, work_dir, logger)
+        _try_refresh_cell_data(app_config, work_dir, logger)
         if app_config.warehouse_type == "metrix":
             import time
 
@@ -214,3 +214,18 @@ def _run_processing(task_id: str, work_dir: Path, logger: ProcessLogger, app_con
     finally:
         apply_history_retention_safely()
         state.reset_task_lock()
+
+
+def _try_refresh_cell_data(app_config: AppConfig, work_dir: Path, logger: ProcessLogger) -> None:
+    if not app_config.cell_data.remote_data.enabled:
+        return
+    logger.set_stage("cell_data")
+    logger.info("── CellData 更新 ──")
+    try:
+        result = refresh_cell_data(app_config, work_dir, logger)
+        logger.success(
+            f"CellData 更新完成：{result.imported_rows} 行"
+            f"（解析 {result.parsed_rows}，跳过 {result.skipped_rows}）"
+        )
+    except Exception as exc:
+        logger.warning(f"CellData 更新失败，继续容量处理: {exc}")
diff --git a/docs/project_context.md b/docs/project_context.md
index 3667943..436815c 100644
--- a/docs/project_context.md
+++ b/docs/project_context.md
@@ -846,3 +846,11 @@
 
 - `/api/remote/test`、`/api/config/cell-data/remote/test`、`/api/config/cell-data/mysql/test` 改为同步路由函数，保持响应结构不变，但让 FastAPI 在线程池中执行 FTP/SFTP、Metrix 平台 HTTP 与 MySQL 连接测试，避免慢连接或超时阻塞事件循环。
 - 验证：`.venv\Scripts\python.exe -m compileall -q app` 通过；`frontend` `npm run build` 通过；构建产物已清理。
+
+## 2026-06-25：CellData 容量处理集成改进与前端处理进度优化
+
+- 容量处理集成：`tasks.py` 和 `remote.py` 中的 `refresh_cell_data()` 调用改为 `_try_refresh_cell_data()` 包装函数，CellData 数据源未启用时直接跳过，CellData 处理失败时记录警告但继续执行容量处理，不再因 CellData SFTP 连接失败或无数据等原因导致整个容量处理任务失败。
+- CellData 阶段标识：容量处理流程中 CellData 更新阶段会设置独立的 `cell_data` stage，前端可显示"更新 CellData..."状态文案；CellData 完成后日志输出导入行数、解析行数和跳过行数摘要。
+- 前端阶段标签：`stageLabels` 新增 `cell_data: '更新 CellData...'`；`importing` 标签从"上传数据中..."改为"导入数据中..."以避免与文件上传混淆。
+- 前端结果摘要：CellData 独立处理或容量处理完成后，处理进度区域显示成功摘要（文件数、导入行数、跳过行数、耗时）；`TaskStatus` 类型新增 `result?: CellDataResult` 字段。
+- 验证：`python -m compileall -q app` 通过；`frontend` `npm run build`（vue-tsc）通过；构建产物已清理。
diff --git a/frontend/src/components/FileWorkflow.vue b/frontend/src/components/FileWorkflow.vue
index b1dde50..51c27a4 100644
--- a/frontend/src/components/FileWorkflow.vue
+++ b/frontend/src/components/FileWorkflow.vue
@@ -213,6 +213,9 @@
           <n-alert v-if="activeTask?.has_active" type="info" :bordered="false" class="task-alert">
             当前任务：{{ activeTask.task_id }} / {{ currentStageText }}
           </n-alert>
+          <n-alert v-if="taskStatus?.status === 'completed' && taskResultSummary" type="success" :bordered="false" class="task-alert">
+            {{ taskResultSummary }}
+          </n-alert>
           <n-alert v-if="taskStatus?.error" type="error" :bordered="false" class="task-alert">
             {{ taskStatus.error }}
           </n-alert>
@@ -326,7 +329,7 @@ import {
 } from '@vicons/ionicons5';
 
 import { ApiRequestError, apiGet, apiPost, upload } from '../api/client';
-import type { ActiveTask, ApiErrorDetail, LicenseStatus, TaskStatus } from '../types';
+import type { ActiveTask, ApiErrorDetail, CellDataResult, LicenseStatus, TaskStatus } from '../types';
 import { toColoredLogLines } from '../composables/logLines';
 
 type FileStatus = 'pending' | 'uploading' | 'uploaded' | 'error';
@@ -380,6 +383,7 @@ let timer: number | undefined;
 
 const stageLabels: Record<string, string> = {
   license: '授权校验中...',
+  cell_data: '更新 CellData...',
   locating: '定位数据中...',
   downloading: '远程下载中...',
   uploading: '上传文件中...',
@@ -387,7 +391,7 @@ const stageLabels: Record<string, string> = {
   extracting: '解压数据中...',
   converting: '转换 Excel 中...',
   parsing: '解析数据中...',
-  importing: '上传数据中...',
+  importing: '导入数据中...',
   scripting: '运行脚本中...',
   completed: '处理完成',
   failed: '处理失败'
@@ -420,6 +424,18 @@ const processStatusText = computed(() => {
   if (taskStatus.value?.status === 'failed') return '处理失败';
   return currentStageText.value;
 });
+const taskResultSummary = computed(() => {
+  const status = taskStatus.value;
+  if (!status || status.status !== 'completed') return '';
+  const parts: string[] = [];
+  if (status.result) {
+    parts.push(formatCellDataResult(status.result));
+  }
+  if (status.elapsed_time != null) {
+    parts.push(`耗时 ${status.elapsed_time.toFixed(1)}s`);
+  }
+  return parts.join('，');
+});
 
 watch(
   () => taskStatus.value?.logs?.length ?? 0,
@@ -969,6 +985,14 @@ function fileStatusText(item: PickedFile): string {
   return '等待上传';
 }
 
+function formatCellDataResult(result: CellDataResult): string {
+  const parts: string[] = [];
+  if (result.selected_files > 0) parts.push(`${result.selected_files} 个文件`);
+  parts.push(`导入 ${result.imported_rows} 行`);
+  if (result.skipped_rows > 0) parts.push(`跳过 ${result.skipped_rows} 行`);
+  return parts.join('，');
+}
+
 function formatBytes(size: number): string {
   if (size === 0) return '0 B';
   const units = ['B', 'KB', 'MB', 'GB'];
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
index e566cde..e3428ea 100644
--- a/frontend/src/types.ts
+++ b/frontend/src/types.ts
@@ -27,6 +27,13 @@ export interface LicenseStatus {
   zip_count?: number;
 }
 
+export interface CellDataResult {
+  selected_files: number;
+  parsed_rows: number;
+  imported_rows: number;
+  skipped_rows: number;
+}
+
 export interface TaskStatus {
   task_id: string;
   status: 'pending' | 'processing' | 'completed' | 'failed' | string;
@@ -35,6 +42,7 @@ export interface TaskStatus {
   elapsed_time?: number;
   error?: string;
   error_detail?: ApiErrorDetail;
+  result?: CellDataResult;
 }
 
 export interface ActiveTask {