diff --git a/src/modules/customers/pages/CustomersView.vue b/src/modules/customers/pages/CustomersView.vue
index 98e5584d..d696f1a3 100644
--- a/src/modules/customers/pages/CustomersView.vue
+++ b/src/modules/customers/pages/CustomersView.vue
@@ -76,6 +76,7 @@ const decisionOpen = ref(false)
 const reviewSubmitting = ref(false)
 const approvalResultOpen = ref(false)
 const approvalResult = ref<EnterpriseApprovalResponse | null>(null)
+const credentialSource = ref<'creation' | 'approval'>('approval')
 const decision = reactive({ type: 'approve' as 'approve' | 'reject', comment: '' })
 const decisionFormRef = ref<FormInstance>()
 const passwordDialogOpen = ref(false)
@@ -558,8 +559,17 @@ async function saveCustomer() {
       saved = await updatePlatformTenant(editingId.value, payload)
     } else {
       const { unifiedSocialCreditCode: _qualificationCreditCode, ...payload } = form.value
-      saved = await createPlatformTenant(payload)
+      const created = await createPlatformTenant(payload)
+      saved = created.tenant
       editingId.value = String(saved.id)
+      credentialSource.value = 'creation'
+      approvalResult.value = {
+        tenantId: saved.id,
+        administratorCreated: true,
+        administratorUsername: created.administratorUsername,
+        temporaryPassword: created.temporaryPassword,
+      }
+      approvalResultOpen.value = true
     }
     editorStatus.value = saved.status
     savedFormSnapshot.value = JSON.stringify(form.value)
@@ -780,6 +790,7 @@ async function submitDecision() {
         : '企业资料已审核通过，注册账号继续作为企业管理员'
     ElMessage.success(successMessage)
     if (approved?.administratorCreated) {
+      credentialSource.value = 'approval'
       approvalResult.value = approved
       approvalResultOpen.value = true
     }
@@ -930,9 +941,9 @@ onMounted(() => { void loadCustomers() })
       <template #footer><el-button @click="qualificationPreviewOpen = false">关闭预览</el-button></template>
     </el-dialog>
 
-    <el-dialog v-model="approvalResultOpen" title="审核通过，管理员账号已创建" width="min(560px, calc(100vw - 28px))" class="approval-result-dialog" :close-on-click-modal="false" :close-on-press-escape="false" :show-close="false">
+    <el-dialog v-model="approvalResultOpen" :title="credentialSource === 'creation' ? '客户已创建，管理员账号已生成' : '审核通过，管理员账号已创建'" width="min(560px, calc(100vw - 28px))" class="approval-result-dialog" :close-on-click-modal="false" :close-on-press-escape="false" :show-close="false">
       <div v-if="approvalResult" class="approval-result-content">
-        <div class="approval-result-warning" role="alert"><ShieldCheck :size="20" /><div><strong>请立即保存以下一次性凭证</strong><span>临时密码只在本次审核响应中返回，关闭后无法再次查看。</span></div></div>
+        <div class="approval-result-warning" role="alert"><ShieldCheck :size="20" /><div><strong>请立即保存以下一次性凭证</strong><span>临时密码只在本次{{ credentialSource === 'creation' ? '创建' : '审核' }}响应中返回，关闭后无法再次查看。</span></div></div>
         <dl class="approval-credentials">
           <div><dt>登录账号</dt><dd><code>{{ approvalResult.administratorUsername || '未返回' }}</code><CopyButton v-if="approvalResult.administratorUsername" :value="approvalResult.administratorUsername" label="登录账号" size="small" /></dd></div>
           <div><dt>临时密码</dt><dd><code>{{ approvalResult.temporaryPassword || '未返回' }}</code><CopyButton v-if="approvalResult.temporaryPassword" :value="approvalResult.temporaryPassword" label="临时密码" size="small" /></dd></div>
diff --git a/src/modules/iam/api/platformIam.test.ts b/src/modules/iam/api/platformIam.test.ts
index b91ab80c..be69e0ca 100644
--- a/src/modules/iam/api/platformIam.test.ts
+++ b/src/modules/iam/api/platformIam.test.ts
@@ -281,10 +281,11 @@ describe('platform IAM roles', () => {
       establishedDate: '2020-01-01', registeredCapital: 1000, registeredCapitalCurrency: 'CNY',
       registeredAddress: '深圳市宝安区', internalRemark: '重点客户',
     }
-    vi.mocked(http.post).mockResolvedValue({ code: '200', message: 'success', data: tenant })
+    const creation = { tenant, administratorUsername: '13800138000', temporaryPassword: 'Password1234' }
+    vi.mocked(http.post).mockResolvedValue({ code: '200', message: 'success', data: creation })
     vi.mocked(http.put).mockResolvedValue({ code: '200', message: 'success', data: tenant })
 
-    await expect(createPlatformTenant(create)).resolves.toEqual(tenant)
+    await expect(createPlatformTenant(create)).resolves.toEqual(creation)
     await expect(updatePlatformTenant('8', create)).resolves.toEqual(tenant)
     await expect(changePlatformTenantStatus('8', 'DISABLED')).resolves.toEqual(tenant)
 
diff --git a/src/modules/iam/api/platformIam.ts b/src/modules/iam/api/platformIam.ts
index 007202c8..a66db1c3 100644
--- a/src/modules/iam/api/platformIam.ts
+++ b/src/modules/iam/api/platformIam.ts
@@ -141,6 +141,12 @@ export interface EnterpriseApprovalResponse {
   temporaryPassword: string | null
 }
 
+export interface PlatformTenantCreationResponse {
+  tenant: PlatformTenantResource
+  administratorUsername: string
+  temporaryPassword: string
+}
+
 export interface ResetPlatformTenantOwnerPasswordRequest {
   newPassword: string
   forceChangePassword: boolean
@@ -350,7 +356,7 @@ export async function checkPlatformTenantContactPhone(contactPhone: string, excl
 }
 
 export function createPlatformTenant(payload: CreatePlatformTenantRequest) {
-  return postData<PlatformTenantResource>('/platform/v1/iam/tenants', payload)
+  return postData<PlatformTenantCreationResponse>('/platform/v1/iam/tenants', payload)
 }
 
 export function updatePlatformTenant(tenantId: number | string, payload: UpdatePlatformTenantRequest) {
diff --git a/src/modules/inbounds/weight/components/WeightOcrPanel.behavior.test.ts b/src/modules/inbounds/weight/components/WeightOcrPanel.behavior.test.ts
index 83ad97ba..d1e5d6f7 100644
--- a/src/modules/inbounds/weight/components/WeightOcrPanel.behavior.test.ts
+++ b/src/modules/inbounds/weight/components/WeightOcrPanel.behavior.test.ts
@@ -40,7 +40,7 @@ const pendingWeight: WeightResultResource = {
   ocrRawText: '285.5',
   ocrWeightValue: 285.5,
   ocrWeightUnit: 'KG',
-  confidence: 0.50972,
+  confidence: 0.98,
   adjustedWeightValue: null,
   adjustedWeightUnit: null,
   finalWeightKg: null,
@@ -83,9 +83,11 @@ function mountPanel(permissions = allWeightPermissions) {
   })
 }
 
-async function openWeightDialog(wrapper: VueWrapper) {
+async function openWeightDialog(wrapper: VueWrapper, reviewEvidence = true) {
   await wrapper.get('button[aria-label="查看称重图片 1"]').trigger('click')
   await flushPromises()
+  const evidence = document.body.querySelector<HTMLInputElement>('.ocr-review-check input[type="checkbox"]')
+  if (reviewEvidence && evidence) await new DOMWrapper(evidence).setValue(true)
 }
 
 function dialogWeightInput() {
@@ -106,6 +108,12 @@ function dialogConfirmButton() {
   return new DOMWrapper(button)
 }
 
+function dialogEvidenceCheckbox() {
+  const input = document.body.querySelector<HTMLInputElement>('.ocr-review-check input[type="checkbox"]')
+  if (!input) throw new Error('OCR evidence checkbox is missing')
+  return new DOMWrapper(input)
+}
+
 describe('WeightOcrPanel confirmation behavior', () => {
   beforeEach(() => {
     vi.clearAllMocks()
@@ -191,12 +199,17 @@ describe('WeightOcrPanel confirmation behavior', () => {
     expect(deleteWeightResult).toHaveBeenCalledWith('10001', '20001', '30001', 0)
   })
 
-  it('confirms an unchanged OCR value with one request', async () => {
+  it('requires image review before confirming even a high-confidence OCR value', async () => {
     const wrapper = mountPanel()
     await flushPromises()
-    await openWeightDialog(wrapper)
+    await openWeightDialog(wrapper, false)
 
-    expect(document.body.textContent).not.toContain('识别重量 285.500 KG')
+    expect(document.body.textContent).toContain('OCR 原文')
+    expect(document.body.textContent).toContain('285.5')
+    expect(document.body.textContent).toContain('98%')
+    expect(document.body.textContent).toContain('OCR 可能误读数字或小数点')
+    expect(dialogConfirmButton().attributes('disabled')).toBeDefined()
+    await dialogEvidenceCheckbox().setValue(true)
     await dialogConfirmButton().trigger('click')
     await flushPromises()
 
@@ -205,6 +218,28 @@ describe('WeightOcrPanel confirmation behavior', () => {
     expect(correctWeightResult).not.toHaveBeenCalled()
   })
 
+  it('requires explicit image review before confirming a low-confidence OCR value', async () => {
+    vi.mocked(getWeightWorkspace).mockResolvedValue({
+      ...workspace,
+      weightResults: [{ ...pendingWeight, ocrRawText: '5360', ocrWeightValue: 5360, confidence: 0.51863 }],
+    })
+    const wrapper = mountPanel()
+    await flushPromises()
+    await openWeightDialog(wrapper, false)
+
+    expect(document.body.textContent).toContain('OCR 可能误读数字或小数点')
+    expect(document.body.textContent).toContain('OCR 原文')
+    expect(document.body.textContent).toContain('5360')
+    expect(document.body.textContent).toContain('52%')
+    expect(dialogConfirmButton().attributes('disabled')).toBeDefined()
+
+    await dialogEvidenceCheckbox().setValue(true)
+    await dialogConfirmButton().trigger('click')
+    await flushPromises()
+
+    expect(confirmWeightResult).toHaveBeenCalledWith('10001', '20001', '30001', { version: 0 })
+  })
+
   it('sends the adjusted value and a specific audit reason in the same confirmation request', async () => {
     const wrapper = mountPanel()
     await flushPromises()
@@ -379,6 +414,7 @@ describe('WeightOcrPanel confirmation behavior', () => {
 
     expect(dialogConfirmButton().attributes('disabled')).toBeDefined()
     await dialogWeightInput().setValue('1.500')
+    await dialogEvidenceCheckbox().setValue(true)
     await dialogConfirmButton().trigger('click')
     await flushPromises()
 
diff --git a/src/modules/inbounds/weight/components/WeightOcrPanel.vue b/src/modules/inbounds/weight/components/WeightOcrPanel.vue
index 1426ee3b..de5bce75 100644
--- a/src/modules/inbounds/weight/components/WeightOcrPanel.vue
+++ b/src/modules/inbounds/weight/components/WeightOcrPanel.vue
@@ -41,6 +41,7 @@ const previewUrl = ref('')
 const previewShowsRecognition = ref(false)
 const previewResultId = ref('')
 const previewSnapshot = ref<WeightResultResource | null>(null)
+const previewEvidenceReviewed = ref(false)
 const weightDrafts = ref<Record<string, { value: number | null; unit: 'KG' | 'LB' }>>({})
 let loadSequence = 0
 
@@ -55,11 +56,34 @@ const editable = computed(() => Boolean(workspace.value && editableStatuses.has(
 const rows = computed(() => workspace.value?.weightResults ?? [])
 const previewResult = computed(() => rows.value.find((row) => row.id === previewResultId.value)
   || previewSnapshot.value)
+const previewConfirmDisabled = computed(() => {
+  const row = previewResult.value
+  return !row
+    || !isWeightDraftValid(row)
+    || Boolean(activeAction.value)
+    || (requiresEvidenceReview(row) && !previewEvidenceReviewed.value)
+})
 
 function formatWeight(value: number | null, unit = 'KG') {
   return value == null ? '—' : `${Number(value).toFixed(3)} ${unit}`
 }
 
+function formatConfidence(value: number | null) {
+  return value == null ? '未返回' : `${Math.round(value * 100)}%`
+}
+
+function recognitionLabel(status: string) {
+  return ({
+    PENDING_CONFIRM: '待确认',
+    NEEDS_MANUAL: '需人工录入',
+    CONFIRMED: '已确认',
+  } as Record<string, string>)[status] || status
+}
+
+function requiresEvidenceReview(row: WeightResultResource) {
+  return row.recognitionStatus !== 'CONFIRMED' && row.adjustedWeightValue == null
+}
+
 function actionKey(action: string, id: string) {
   return `${action}:${id}`
 }
@@ -201,6 +225,10 @@ async function confirmResult(row: WeightResultResource, closeAfterSuccess = fals
     ElMessage.warning('请输入大于 0 的有效重量')
     return
   }
+  if (requiresEvidenceReview(row) && !previewEvidenceReviewed.value) {
+    ElMessage.warning('请先对照图片核对小数点和重量单位')
+    return
+  }
   const key = actionKey('confirm', row.id)
   activeAction.value = key
   actionError.value = null
@@ -238,6 +266,7 @@ async function openPreview(row: WeightResultResource, localUrl = '') {
   releasePreview()
   previewResultId.value = row.id
   previewSnapshot.value = row
+  previewEvidenceReviewed.value = false
   previewShowsRecognition.value = Boolean(localUrl)
   previewError.value = null
   previewOpen.value = true
@@ -300,7 +329,12 @@ watch(
   { immediate: true },
 )
 
-watch(previewOpen, (open) => { if (!open) releasePreview() })
+watch(previewOpen, (open) => {
+  if (!open) {
+    previewEvidenceReviewed.value = false
+    releasePreview()
+  }
+})
 onBeforeUnmount(releasePreview)
 
 defineExpose({ reload: loadWorkspace })
@@ -409,7 +443,7 @@ defineExpose({ reload: loadWorkspace })
       title="确认称重图片"
       :loading="previewLoading"
       :confirm-loading="Boolean(previewResult && isActionLoading('confirm', previewResult.id))"
-      :confirm-disabled="!previewResult || !isWeightDraftValid(previewResult) || Boolean(activeAction)"
+      :confirm-disabled="previewConfirmDisabled"
       :show-confirm="Boolean(previewResult && previewResult.recognitionStatus !== 'CONFIRMED' && canConfirm && editable)"
       confirm-text="确认重量"
       confirm-type="success"
@@ -427,6 +461,22 @@ defineExpose({ reload: loadWorkspace })
       </LoadErrorState>
       <template v-else-if="previewResult">
         <img v-if="previewUrl" class="weight-preview" :src="previewUrl" alt="当前入库单的称重图片" />
+        <dl class="ocr-evidence" aria-label="OCR 识别证据">
+          <div><dt>识别状态</dt><dd>{{ recognitionLabel(previewResult.recognitionStatus) }}</dd></div>
+          <div><dt>置信度</dt><dd>{{ formatConfidence(previewResult.confidence) }}</dd></div>
+          <div class="ocr-evidence__raw"><dt>OCR 原文</dt><dd>{{ previewResult.ocrRawText || '未识别到有效重量' }}</dd></div>
+          <div v-if="previewResult.adjustmentReason" class="ocr-evidence__raw">
+            <dt>人工修正</dt><dd>{{ previewResult.adjustmentReason }}</dd>
+          </div>
+        </dl>
+        <el-alert
+          v-if="previewResult.recognitionStatus !== 'CONFIRMED' && requiresEvidenceReview(previewResult)"
+          class="ocr-review-alert"
+          type="warning"
+          :closable="false"
+          show-icon
+          title="OCR 可能误读数字或小数点，确认前请对照原图核对。"
+        />
         <div v-if="previewResult.recognitionStatus === 'CONFIRMED'" class="preview-weight is-confirmed">
           <span>确认重量</span><strong>{{ formatWeight(previewResult.finalWeightKg) }}</strong>
         </div>
@@ -452,6 +502,12 @@ defineExpose({ reload: loadWorkspace })
             :options="['KG', 'LB']"
             :disabled="Boolean(activeAction) || !editable || !canEdit || !canConfirm"
           />
+          <el-checkbox
+            v-if="requiresEvidenceReview(previewResult)"
+            v-model="previewEvidenceReviewed"
+            class="ocr-review-check"
+            :disabled="Boolean(activeAction)"
+          >已对照图片核对小数点和重量单位</el-checkbox>
         </div>
       </template>
     </AppDialog>
@@ -479,10 +535,18 @@ defineExpose({ reload: loadWorkspace })
  .weight-card__value strong { color: #101828; font-size: 17px; }
  .weight-card__value:focus-visible { outline: 2px solid var(--cc-primary); outline-offset: 4px; }
 .weight-preview { display: block; width: 100%; max-height: min(58vh, 560px); object-fit: contain; border-radius: 6px; background: #f2f4f7; }
+.ocr-evidence { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 10px 18px; margin: 14px 0 0; padding: 12px 0; border-block: 1px solid var(--cc-border); }
+.ocr-evidence div { min-width: 0; }
+.ocr-evidence dt { color: var(--cc-muted); font-size: 12px; }
+.ocr-evidence dd { margin: 4px 0 0; color: #344054; font-size: 13px; line-height: 1.5; overflow-wrap: anywhere; white-space: pre-wrap; }
+.ocr-evidence__raw { grid-column: 1 / -1; }
+.ocr-review-alert { margin-top: 12px; }
 .preview-weight { display: grid; grid-template-columns: minmax(0, 1fr) 120px; align-items: end; gap: 12px; margin-top: 14px; }
 .preview-weight__recognized { grid-column: 1 / -1; color: var(--cc-muted); font-size: 12px; }
 .preview-weight label { display: grid; gap: 6px; color: #475467; font-size: 12px; }
 .preview-weight :deep(.el-input-number), .preview-weight :deep(.el-segmented) { width: 100%; }
+.ocr-review-check { grid-column: 1 / -1; white-space: normal; }
+.ocr-review-check :deep(.el-checkbox__label) { line-height: 1.5; white-space: normal; }
 .preview-weight.is-confirmed { display: flex; align-items: baseline; justify-content: space-between; padding: 12px 0 0; }
 .preview-weight.is-confirmed span { color: var(--cc-muted); font-size: 12px; }
 .preview-weight.is-confirmed strong { color: #067647; font-size: 20px; }
@@ -497,5 +561,7 @@ defineExpose({ reload: loadWorkspace })
    .weight-grid { grid-template-columns: 1fr; }
   .preview-weight { grid-template-columns: 1fr; }
   .preview-weight__recognized { grid-column: 1; }
+  .ocr-evidence { grid-template-columns: 1fr; }
+  .ocr-evidence__raw { grid-column: 1; }
 }
 </style>