diff --git a/src/modules/inbounds/components/InboundTaskList.test.ts b/src/modules/inbounds/components/InboundTaskList.test.ts
index 5f024daf..7397453a 100644
--- a/src/modules/inbounds/components/InboundTaskList.test.ts
+++ b/src/modules/inbounds/components/InboundTaskList.test.ts
@@ -35,6 +35,8 @@ describe('InboundTaskList measurement scope', () => {
 
     expect(source).toContain(':tenant-id="selectedInbound.tenantId"')
     expect(source).toContain(':customer-id="selectedInbound.tenantId"')
+    expect(source).toContain(':customer-name="selectedInbound.customerName || selectedInbound.companyName"')
+    expect(source).toContain(':channel-name="selectedInbound.channelName"')
     expect(source).not.toContain('selectedInbound.customerId || selectedInbound.tenantId')
   })
 
diff --git a/src/modules/inbounds/components/InboundTaskList.vue b/src/modules/inbounds/components/InboundTaskList.vue
index b47d487d..3e432e0b 100644
--- a/src/modules/inbounds/components/InboundTaskList.vue
+++ b/src/modules/inbounds/components/InboundTaskList.vue
@@ -361,6 +361,9 @@ onBeforeUnmount(() => { disposed = true; requestSerial += 1; optionsRequestSeria
         v-if="selectedInbound"
         :tenant-id="selectedInbound.tenantId"
         :inbound-id="selectedInbound.id"
+        :customer-name="selectedInbound.customerName || selectedInbound.companyName"
+        :channel-name="selectedInbound.channelName"
+        :channel-code="selectedInbound.channelCode"
         @changed="handleTaskChanged"
       />
     </el-dialog>
diff --git a/src/modules/inbounds/components/InboundWorkflowWorkspace.test.ts b/src/modules/inbounds/components/InboundWorkflowWorkspace.test.ts
index 0c7bc16e..22d09edf 100644
--- a/src/modules/inbounds/components/InboundWorkflowWorkspace.test.ts
+++ b/src/modules/inbounds/components/InboundWorkflowWorkspace.test.ts
@@ -38,6 +38,8 @@ describe('InboundWorkflowWorkspace', () => {
     expect(source).toContain('@click="measurementDialogOpen = true"')
     expect(source).toContain('@click="reviewDialogOpen = true"')
     expect(source).toContain(':key="`review-dialog-${revision}`"')
+    expect(source).toContain(':customer-name="detail?.summary.customerName || detail?.summary.companyName"')
+    expect(source).toContain(':channel-name="detail?.summary.channelName"')
     expect(source).toContain('@changed="handleReviewChanged"')
     expect(source).not.toContain('<template #footer>')
     expect(source).toContain('@updated="handleDomainChanged"')
diff --git a/src/modules/inbounds/components/InboundWorkflowWorkspace.vue b/src/modules/inbounds/components/InboundWorkflowWorkspace.vue
index 053ea197..824c7441 100644
--- a/src/modules/inbounds/components/InboundWorkflowWorkspace.vue
+++ b/src/modules/inbounds/components/InboundWorkflowWorkspace.vue
@@ -210,6 +210,9 @@ onBeforeUnmount(() => {
           :key="`review-dialog-${revision}`"
           :tenant-id="customerId"
           :inbound-id="inboundId"
+          :customer-name="detail?.summary.customerName || detail?.summary.companyName"
+          :channel-name="detail?.summary.channelName"
+          :channel-code="detail?.summary.channelCode"
           @changed="handleReviewChanged"
         />
       </div>
diff --git a/src/modules/inbounds/review/MeasurementReviewPanel.test.ts b/src/modules/inbounds/review/MeasurementReviewPanel.test.ts
index 2041280e..f85ec8d5 100644
--- a/src/modules/inbounds/review/MeasurementReviewPanel.test.ts
+++ b/src/modules/inbounds/review/MeasurementReviewPanel.test.ts
@@ -53,7 +53,7 @@ describe('MeasurementReviewPanel', () => {
     vi.mocked(listMeasurementReviewHistory).mockResolvedValue({ records: [], page: 1, size: 20, total: 0, pages: 0 })
   })
 
-  it('keeps the pending decision and refresh actions in a sticky first-screen toolbar', async () => {
+  it('keeps customer context and pending actions in one non-sticky first-screen toolbar', async () => {
     const wrapper = mount(MeasurementReviewPanel, { props: { customerId: '10001', inboundId: '90001' }, global: { plugins: [ElementPlus] } })
     await flushPromises()
 
@@ -65,14 +65,14 @@ describe('MeasurementReviewPanel', () => {
     expect(toolbar.text()).toContain('客户：柏悦客户')
     expect(toolbar.text()).toContain('渠道：海运')
     expect(wrapper.find('.review-toolbar__context').exists()).toBe(true)
+    expect(wrapper.get('.review-toolbar__status').find('.review-toolbar__context').exists()).toBe(true)
     expect(wrapper.find('.review-context').exists()).toBe(false)
     expect(wrapper.text()).not.toContain('RK90001')
     expect(wrapper.text()).not.toContain('入仓码')
     expect(wrapper.text()).not.toContain('驳回')
     expect(wrapper.text()).not.toContain('异常放行')
     const source = await import('./MeasurementReviewPanel.vue?raw').then((module) => module.default)
-    expect(source).toContain('position: sticky')
-    expect(source).toContain('review-toolbar__main')
+    expect(source).not.toContain('position: sticky')
     expect(source).toContain('review-toolbar__context')
     expect(source.indexOf('class="review-toolbar"')).toBeLessThan(source.indexOf('<WeightOcrPanel'))
     expect(source).not.toContain('reasonDialog')
@@ -80,6 +80,17 @@ describe('MeasurementReviewPanel', () => {
     expect(source).not.toContain('submitInboundMeasurement')
   })
 
+  it('uses the list customer context when the review detail has no customer name', async () => {
+    vi.mocked(getMeasurementReviewDetail).mockResolvedValue({ ...detail, companyName: null })
+    const wrapper = mount(MeasurementReviewPanel, {
+      props: { customerId: '10001', inboundId: '90001', customerName: '欧阳的公司', channelName: '纽约海铁' },
+      global: { plugins: [ElementPlus] },
+    })
+    await flushPromises()
+
+    expect(wrapper.get('.review-toolbar__context').text()).toBe('客户：欧阳的公司 · 渠道：海运')
+  })
+
   it('reuses WeightOcrPanel and enables only its review correction mode', async () => {
     const wrapper = mount(MeasurementReviewPanel, { props: { customerId: '10001', inboundId: '90001' }, global: { plugins: [ElementPlus] } })
     await flushPromises()
diff --git a/src/modules/inbounds/review/MeasurementReviewPanel.vue b/src/modules/inbounds/review/MeasurementReviewPanel.vue
index 3dc72b4a..94901311 100644
--- a/src/modules/inbounds/review/MeasurementReviewPanel.vue
+++ b/src/modules/inbounds/review/MeasurementReviewPanel.vue
@@ -16,6 +16,9 @@ const props = defineProps<{
   /** @deprecated 仅用于兼容尚未完成 customerId 映射的上层集成。 */
   tenantId?: string
   inboundId: string
+  customerName?: string | null
+  channelName?: string | null
+  channelCode?: string | null
 }>()
 
 const emit = defineEmits<{ changed: [] }>()
@@ -36,6 +39,8 @@ const customerId = computed(() => props.customerId || props.tenantId || '')
 const isPending = computed(() => detail.value?.measureReviewStatus === 'PENDING' && detail.value?.processStatus === 'MEASURE_PENDING')
 const isRejected = computed(() => detail.value?.measureReviewStatus === 'REJECTED' && detail.value?.processStatus === 'MEASURE_REJECTED')
 const reviewStatusLabel = computed(() => inboundStatusLabel(detail.value?.measureReviewStatus, inboundReviewStatusLabels, '未提交'))
+const displayCustomerName = computed(() => detail.value?.companyName?.trim() || props.customerName?.trim() || '客户未命名')
+const displayChannelName = computed(() => detail.value?.channelName?.trim() || detail.value?.channelCode?.trim() || props.channelName?.trim() || props.channelCode?.trim() || '渠道未填写')
 
 function formatDate(value: string | null | undefined) {
   return value ? value.replace('T', ' ') : '—'
@@ -135,20 +140,18 @@ defineExpose({ confirmApprove, isPending, canReview, actionLoading })
   <section class="review-panel" aria-labelledby="measurement-review-title">
     <h2 id="measurement-review-title" class="sr-only">测量审核内容</h2>
     <div class="review-toolbar" aria-label="测量审核操作">
-      <div class="review-toolbar__main">
-        <div class="review-toolbar__status">
-          <StatusBadge v-if="detail" :status="reviewStatusLabel" />
-          <span v-if="isPending">通过后进入待分柜</span>
-          <span v-else-if="isRejected">历史记录为审核驳回，仅供查看</span>
-          <span v-else>当前记录不可审核</span>
-        </div>
-        <div class="review-toolbar__actions">
-          <el-button v-if="isPending && canReview" type="primary" plain @click="correctionMode = true"><Pencil :size="16" />修改重量</el-button>
-          <el-button v-if="isPending && canReview" type="primary" :loading="actionLoading === 'approve'" @click="confirmApprove"><Check :size="16" />通过并进入待分柜</el-button>
-          <el-button :loading="loading || historyLoading" aria-label="刷新审核数据" @click="reload"><RotateCcw :size="16" />刷新</el-button>
-        </div>
+      <div class="review-toolbar__status">
+        <StatusBadge v-if="detail" :status="reviewStatusLabel" />
+        <span v-if="isPending">通过后进入待分柜</span>
+        <span v-else-if="isRejected">历史记录为审核驳回，仅供查看</span>
+        <span v-else>当前记录不可审核</span>
+        <span v-if="detail" class="review-toolbar__context">客户：{{ displayCustomerName }} · 渠道：{{ displayChannelName }}</span>
+      </div>
+      <div class="review-toolbar__actions">
+        <el-button v-if="isPending && canReview" type="primary" plain @click="correctionMode = true"><Pencil :size="16" />修改重量</el-button>
+        <el-button v-if="isPending && canReview" type="primary" :loading="actionLoading === 'approve'" @click="confirmApprove"><Check :size="16" />通过并进入待分柜</el-button>
+        <el-button :loading="loading || historyLoading" aria-label="刷新审核数据" @click="reload"><RotateCcw :size="16" />刷新</el-button>
       </div>
-      <p v-if="detail" class="review-toolbar__context">客户：{{ detail.companyName || '客户未命名' }} · 渠道：{{ detail.channelName || detail.channelCode || '渠道未填写' }}</p>
     </div>
 
     <el-alert v-if="loadError" type="error" :closable="false" show-icon role="alert">
@@ -187,13 +190,12 @@ defineExpose({ confirmApprove, isPending, canReview, actionLoading })
 
 <style scoped>
 .review-panel { display: grid; gap: 16px; color: var(--cc-text); }
-.review-toolbar { position: sticky; z-index: 4; top: 0; display: grid; gap: 10px; margin: -20px -24px 0; padding: 14px 24px 12px; border-bottom: 1px solid var(--cc-border); background: #fff; box-shadow: 0 4px 12px rgb(16 24 40 / 6%); }
-.review-toolbar__main { display: flex; min-width: 0; align-items: center; justify-content: space-between; gap: 14px; }
+.review-toolbar { display: flex; align-items: center; justify-content: space-between; gap: 14px; margin: -20px -24px 0; padding: 14px 24px; border-bottom: 1px solid var(--cc-border); background: #fff; }
 .review-toolbar__status, .review-toolbar__actions { display: flex; min-width: 0; align-items: center; flex-wrap: wrap; gap: 8px; }
 .review-toolbar__status > span { color: var(--cc-muted); font-size: 12px; }
 .review-toolbar__actions { justify-content: flex-end; }
 .review-toolbar__actions :deep(.el-button) { margin-left: 0; }
-.review-toolbar__context { margin: 0; padding-top: 10px; border-top: 1px solid var(--cc-border); color: var(--cc-muted); font-size: 13px; line-height: 1.55; overflow-wrap: anywhere; }
+.review-toolbar__status > .review-toolbar__context { padding-left: 8px; border-left: 1px solid var(--cc-border); font-size: 13px; line-height: 1.55; overflow-wrap: anywhere; }
 .review-alert-title { display: inline-flex; align-items: center; gap: 8px; flex-wrap: wrap; }
 .review-history { border-top: 1px solid var(--cc-border); border-bottom: 0; }
 .review-history :deep(.el-collapse-item__header) { height: 42px; color: var(--cc-muted); font-size: 12px; }
@@ -209,8 +211,8 @@ defineExpose({ confirmApprove, isPending, canReview, actionLoading })
 .history-content time, .history-content > span { color: var(--cc-muted); font-size: 11px; }
 .history-content p { margin: 5px 0 4px; color: var(--cc-text); font-size: 13px; overflow-wrap: anywhere; }
 @media (max-width: 720px) {
-  .review-toolbar { margin: -14px -14px 0; padding: 12px 14px; }
-  .review-toolbar__main { align-items: stretch; flex-direction: column; }
+  .review-toolbar { align-items: stretch; flex-direction: column; margin: -14px -14px 0; padding: 12px 14px; }
+  .review-toolbar__status > .review-toolbar__context { width: 100%; padding-top: 8px; padding-left: 0; border-top: 1px solid var(--cc-border); border-left: 0; }
   .review-toolbar__actions { display: grid; width: 100%; grid-template-columns: 1fr; justify-content: stretch; }
   .review-toolbar__actions :deep(.el-button) { width: 100%; min-height: 44px; }
 }
diff --git a/src/modules/inbounds/weight/components/WeightOcrPanel.test.ts b/src/modules/inbounds/weight/components/WeightOcrPanel.test.ts
index 25916783..8f6ec72f 100644
--- a/src/modules/inbounds/weight/components/WeightOcrPanel.test.ts
+++ b/src/modules/inbounds/weight/components/WeightOcrPanel.test.ts
@@ -76,6 +76,7 @@ describe('WeightOcrPanel contract', () => {
     expect(source).toContain('<ApiErrorMeta')
     expect(source).toContain('<LoadErrorState')
     expect(source).toContain('尚未上传称重图片')
+    expect(source).not.toContain('称重数据仅供查看')
     expect(source).toContain('v-loading="loading"')
     expect(source).toContain('@media (max-width: 720px)')
     expect(source).toContain('@media (max-width: 360px)')
diff --git a/src/modules/inbounds/weight/components/WeightOcrPanel.vue b/src/modules/inbounds/weight/components/WeightOcrPanel.vue
index 2cb6b298..5d68c1e9 100644
--- a/src/modules/inbounds/weight/components/WeightOcrPanel.vue
+++ b/src/modules/inbounds/weight/components/WeightOcrPanel.vue
@@ -24,7 +24,6 @@ import {
 } from '../api/weightOcr'
 import type { WeightPalletOption, WeightResultResource, WeightWorkspaceResource } from '../types'
 import WeightImageThumbnail from './WeightImageThumbnail.vue'
-import { inboundProcessStatusLabels, inboundStatusLabel } from '../../status'
 
 const props = withDefaults(defineProps<{
   customerId?: string
@@ -499,10 +498,6 @@ defineExpose({ reload: loadWorkspace })
         >
           <el-button size="small" @click="loadPalletOptions"><RefreshCw :size="14" />重新加载</el-button>
         </el-alert>
-        <el-alert v-if="workspace && !editable && !reviewCorrectionEnabled" type="info" :closable="false" show-icon class="weight-state-note">
-          当前入库状态为 {{ inboundStatusLabel(workspace.processStatus, inboundProcessStatusLabels, '未知状态') }}，称重数据仅供查看。
-        </el-alert>
-
         <div v-loading="loading" class="weight-list" aria-live="polite">
           <div v-if="!loading && rows.length === 0" class="weight-empty">
             <strong>尚未上传称重图片</strong>
@@ -625,7 +620,7 @@ defineExpose({ reload: loadWorkspace })
 .weight-summary span { color: var(--cc-muted); font-size: 12px; }
 .weight-summary strong { color: #067647; font-size: 18px; }
 .visually-hidden-input { position: absolute; width: 1px; height: 1px; overflow: hidden; clip: rect(0 0 0 0); clip-path: inset(50%); white-space: nowrap; }
- .weight-state-note, .weight-action-error { margin-bottom: 14px; }
+ .weight-action-error { margin-bottom: 14px; }
 .weight-list { min-height: 0; margin-top: 14px; }
 .weight-empty { display: flex; min-height: 0; align-items: center; gap: 10px; padding: 4px 0 0; color: var(--cc-muted); }
 .weight-empty strong { color: #344054; font-size: 14px; }