diff --git a/src/modules/container-loading/api/platformContainerLoading.test.ts b/src/modules/container-loading/api/platformContainerLoading.test.ts
index 812ad0ff..eca4898c 100644
--- a/src/modules/container-loading/api/platformContainerLoading.test.ts
+++ b/src/modules/container-loading/api/platformContainerLoading.test.ts
@@ -5,6 +5,7 @@ import { http } from '@/shared/api/http'
 import {
   adjustSmartLoadingItem, assignPendingReviewSmartLoadingOrder, assignSmartLoadingGroup, assignSmartLoadingItem, assignSmartLoadingPallet, getContainer,
   listContainers, listSmartLoadingCandidates, listSmartLoadingWorkbenchContainers, removeAllUnpickedSmartLoadingItems, removeSmartLoadingGroup, removeSmartLoadingItem, removeSmartLoadingPallet,
+  recommendSmartLoading,
   getContainerClearance, downloadContainerClearance, uploadContainerClearance, completeContainerClearance,
   getContainerOverview, updateContainerPickupCode, markContainerException, cancelContainerException, uploadContainerDocument, downloadContainerDocument, downloadContainerPdaPhoto,
   getCustomerContainerTransitSummary,
@@ -131,6 +132,25 @@ describe('platform container loading API', () => {
     )
   })
 
+  it('limits smart recommendation to the current customer and inbound filters', async () => {
+    vi.mocked(http.post).mockResolvedValue({ code: '200', data: plan })
+
+    await recommendSmartLoading('10', 5, {
+      customerId: '9007199254740998',
+      inboundCode: ' EXXHWK2609140162 ',
+    })
+
+    expect(http.post).toHaveBeenCalledWith(
+      '/platform/v1/first-leg/smart-loading/plans/10/recommend',
+      expect.objectContaining({
+        expectedVersion: 5,
+        customerId: '9007199254740998',
+        inboundCode: 'EXXHWK2609140162',
+        operationId: expect.stringContaining('recommend-'),
+      }),
+    )
+  })
+
   it('removes a sealed pallet through the whole-pallet command', async () => {
     vi.mocked(http.delete).mockResolvedValue({ code: '200', data: plan })
 
diff --git a/src/modules/container-loading/api/platformContainerLoading.ts b/src/modules/container-loading/api/platformContainerLoading.ts
index c5c163ca..0cde8afb 100644
--- a/src/modules/container-loading/api/platformContainerLoading.ts
+++ b/src/modules/container-loading/api/platformContainerLoading.ts
@@ -380,8 +380,20 @@ export async function assignSmartLoadingGroup(planId: string, inboundId: string,
   )
   return plan(unwrapApiResponse(response))
 }
-export async function recommendSmartLoading(planId: string, expectedVersion: number) {
-  const response = await http.post<ApiEnvelope<SmartLoadingPlan>, ApiEnvelope<SmartLoadingPlan>>(`${smartLoadingPath}/plans/${encodeURIComponent(planId)}/recommend`, { expectedVersion, operationId: operationId('recommend') })
+export async function recommendSmartLoading(
+  planId: string,
+  expectedVersion: number,
+  scope: { customerId?: string; inboundCode?: string } = {},
+) {
+  const response = await http.post<ApiEnvelope<SmartLoadingPlan>, ApiEnvelope<SmartLoadingPlan>>(
+    `${smartLoadingPath}/plans/${encodeURIComponent(planId)}/recommend`,
+    {
+      expectedVersion,
+      operationId: operationId('recommend'),
+      ...(scope.customerId ? { customerId: scope.customerId } : {}),
+      ...(scope.inboundCode?.trim() ? { inboundCode: scope.inboundCode.trim() } : {}),
+    },
+  )
   return plan(unwrapApiResponse(response))
 }
 
diff --git a/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts b/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
index ac393792..8750bc6b 100644
--- a/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
+++ b/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
@@ -760,8 +760,8 @@ describe('GlobalSmartLoadingView', () => {
     await button!.trigger('click')
     await flushPromises()
 
-    expect(recommendSmartLoading).toHaveBeenCalledWith(plan.id, 2)
-    expect(recommendSmartLoading).toHaveBeenCalledWith(plan.id, 3)
+    expect(recommendSmartLoading).toHaveBeenCalledWith(plan.id, 2, { customerId: '', inboundCode: '' })
+    expect(recommendSmartLoading).toHaveBeenCalledWith(plan.id, 3, { customerId: '', inboundCode: '' })
     expect(getSmartLoadingPlanByBooking).toHaveBeenCalledTimes(2)
     expect(warningMessage).not.toHaveBeenCalled()
     expect(wrapper.text()).not.toContain('装柜操作失败')
diff --git a/src/modules/container-loading/pages/GlobalSmartLoadingView.vue b/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
index 3e05c6a7..400332ed 100644
--- a/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
+++ b/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
@@ -549,15 +549,19 @@ function candidateBlocked(candidate: SmartLoadingCandidateRow) {
 }
 async function recommend() {
   if (!plan.value) return
+  const scope = {
+    customerId: String(appliedQuery.value.customerId || ''),
+    inboundCode: String(appliedQuery.value.inboundCode || '').trim(),
+  }
   await mutate(async () => {
     try {
-      acceptPlan(await recommendSmartLoading(plan.value!.id, plan.value!.version))
+      acceptPlan(await recommendSmartLoading(plan.value!.id, plan.value!.version, scope))
     } catch (error) {
       const details = getApiErrorDetails(error, '智能推荐失败')
       if (details.code !== 'A0409' || !/(版本|并发|已被修改|已变化)/.test(details.message)) throw error
       await loadSelectedPlan()
       if (!plan.value) throw error
-      acceptPlan(await recommendSmartLoading(plan.value.id, plan.value.version))
+      acceptPlan(await recommendSmartLoading(plan.value.id, plan.value.version, scope))
     }
     await loadCandidateData()
     ElMessage.success('智能推荐已生成')