diff --git a/src/utils/carrier-org-resource.js b/src/utils/carrier-org-resource.js
index 65ffbc5..5185d0d 100644
--- a/src/utils/carrier-org-resource.js
+++ b/src/utils/carrier-org-resource.js
@@ -26,6 +26,35 @@ const uniqueOrgNames = (values = []) => {
   return result;
 };
 
+// 候选司机取数上限：超出后只能靠关键字缩小范围
+const DRIVER_CANDIDATE_MAX_SIZE = 200;
+
+/**
+ * 派单候选司机：租户内的司机档案，按岗位等条件过滤。
+ *
+ * 与组织、承运商都无关——司机档案与组织树、承运商之间没有外键，`organization_name`
+ * 只是自由文本，用它做匹配会让小程序自动建档的司机永远进不了候选。
+ */
+export const fetchDriverCandidates = async (query = {}) => {
+  const params = { ...query };
+  const size = Math.min(Math.max(Number(params.size) || 50, 50), DRIVER_CANDIDATE_MAX_SIZE);
+  delete params.size;
+  const res = await getDriverList(1, size, params);
+  return extractRecords(res).slice(0, size);
+};
+
+/**
+ * 司机候选项的展示文本：姓名（手机尾号后 4 位）。
+ *
+ * 只用于下拉渲染。写回表单的仍是姓名本身，别把带尾号的文本当值用。
+ */
+export const driverOptionText = (item = {}) => {
+  const name = normalizeOrgName(item.driverName || item.name);
+  const mobile = String(item.mobile || item.phone || item.driverPhone || '').trim();
+  if (!name) return '';
+  return mobile.length >= 4 ? `${name}（${mobile.slice(-4)}）` : name;
+};
+
 /**
  * 解析承运商客商档案上联系人的所属组织（branchName），无联系人时回退客商所属组织。
  */
@@ -72,13 +101,6 @@ export const resolveCarrierOrganizationNames = async ({ carrierId, carrierName }
   return orgNames;
 };
 
-export const clearCarrierOrganizationCache = (carrier = {}) => {
-  const id = String(carrier.carrierId || '').trim();
-  const name = normalizeOrgName(carrier.carrierName);
-  if (id) orgNameCache.delete(id);
-  if (name) orgNameCache.delete(name);
-};
-
 export const matchOrganizationName = (value, orgNames = []) => {
   const text = normalizeOrgName(value);
   if (!text || !orgNames.length) return false;
@@ -90,34 +112,9 @@ const filterByOrganizations = (records = [], orgNames = []) => {
   return records.filter(item => matchOrganizationName(item.organizationName, orgNames));
 };
 
-/**
- * 按承运商联系人所属组织筛选司机。
- * 未选择承运商时返回空列表（需先选承运商）。
- */
-export const fetchDriversByCarrierOrganizations = async (
-  query = {},
-  { carrierId, carrierName } = {}
-) => {
-  if (!String(carrierId || '').trim() && !normalizeOrgName(carrierName)) {
-    return [];
-  }
-  const orgNames = await resolveCarrierOrganizationNames({ carrierId, carrierName });
-  if (!orgNames.length) return [];
-
-  const size = Math.max(Number(query.size) || 50, 50);
-  const params = { ...query };
-  delete params.size;
-  // 单组织时用后端模糊条件缩小范围；多组织再前端精确过滤
-  if (orgNames.length === 1) {
-    params.organizationName = orgNames[0];
-  }
-  const res = await getDriverList(1, Math.min(size * 5, 200), params);
-  return filterByOrganizations(extractRecords(res), orgNames).slice(0, size);
-};
-
 /**
  * 按承运商联系人所属组织筛选车辆。
- * 未选择承运商时返回空列表。
+ * 未选择承运商时返回空列表（需先选承运商）。
  */
 export const fetchVehiclesByCarrierOrganizations = async (
   query = {},
diff --git a/src/views/business/components/master-order-dispatch.vue b/src/views/business/components/master-order-dispatch.vue
index 0a5888f..40dd8a3 100644
--- a/src/views/business/components/master-order-dispatch.vue
+++ b/src/views/business/components/master-order-dispatch.vue
@@ -210,7 +210,11 @@
                       @mousedown="() => handleDriverFocus(route)"
                       @focus="() => handleDriverFocus(route)"
                       @select="handleDriverSuggestionSelect"
-                  /></el-form-item
+                    >
+                      <template #default="{ item }">
+                        <span>{{ driverOptionText(item) }}</span>
+                      </template>
+                    </el-autocomplete></el-form-item
                 ></el-col>
                 <el-col :span="6"
                   ><el-form-item
@@ -239,7 +243,11 @@
                       @mousedown="() => handleDriverFocus(route)"
                       @focus="() => handleDriverFocus(route)"
                       @select="handleEscortSuggestionSelect"
-                  /></el-form-item
+                    >
+                      <template #default="{ item }">
+                        <span>{{ driverOptionText(item) }}</span>
+                      </template>
+                    </el-autocomplete></el-form-item
                 ></el-col>
                 <el-col v-if="route.carrierType !== '承运商'" :span="6"
                   ><el-form-item label="押运人手机号"
@@ -316,7 +324,7 @@
 
 <script>
 import * as api from '@/api/business/master-order';
-import { fetchDriversByCarrierOrganizations } from '@/utils/carrier-org-resource';
+import { fetchDriverCandidates, driverOptionText } from '@/utils/carrier-org-resource';
 import { formatContractOptionLabel } from '@/utils/contract';
 import {
   currencyUnit,
@@ -403,6 +411,7 @@ export default {
     this.applySelfOperatedCarrierDefaults();
   },
   methods: {
+    driverOptionText,
     loadQuantityUnitOptions() {
       if (this.quantityUnitLoading) return this.quantityUnitLoadPromise;
       this.quantityUnitLoading = true;
@@ -944,12 +953,6 @@ export default {
       route.escortPhone = '';
       this.driverOptions = [];
     },
-    getRouteCarrierFilter(route = {}) {
-      return {
-        carrierId: route.carrierId || '',
-        carrierName: route.carrierName || '',
-      };
-    },
     carrierOptionValue(item = {}) {
       return item.contractId || item.id || item.value || item.carrierName || '';
     },
@@ -1026,36 +1029,22 @@ export default {
       this.activeSuggestRoute = route;
     },
     async loadDriverOptions(route = {}, keyword = '') {
-      const carrier = this.getRouteCarrierFilter(route);
-      if (!carrier.carrierId && !carrier.carrierName) {
-        this.driverOptions = [];
-        return [];
-      }
       this.driverLoading = true;
       try {
-        this.driverOptions = await fetchDriversByCarrierOrganizations(
-          { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-          carrier
-        );
+        this.driverOptions = await fetchDriverCandidates({
+          size: 20,
+          ...(keyword ? { driverName: keyword } : {}),
+          posts: '司机',
+        });
         return this.driverOptions;
       } finally {
         this.driverLoading = false;
       }
     },
     fetchDriverSuggestions(queryString, callback) {
-      const route = this.activeSuggestRoute || {};
-      const carrier = this.getRouteCarrierFilter(route);
       const keyword = String(queryString || '').trim();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        if (!keyword) this.$message.warning('请先选择承运商');
-        return;
-      }
       this.driverLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-        carrier
-      )
+      fetchDriverCandidates({ size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' })
         .then(records => {
           this.driverOptions = records;
           callback(
@@ -1080,19 +1069,13 @@ export default {
       if (drivingVehicle) route.vehicleNo = drivingVehicle;
     },
     fetchEscortSuggestions(queryString, callback) {
-      const route = this.activeSuggestRoute || {};
       const keyword = String(queryString || '').trim();
-      const carrier = this.getRouteCarrierFilter(route);
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        if (!keyword) this.$message.warning('请先选择承运商');
-        return;
-      }
       this.escortLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '押运员' },
-        carrier
-      )
+      fetchDriverCandidates({
+        size: 20,
+        ...(keyword ? { driverName: keyword } : {}),
+        posts: '押运员',
+      })
         .then(records => {
           callback(
             records.map(item => ({
diff --git a/src/views/business/components/transport-plan-page.vue b/src/views/business/components/transport-plan-page.vue
index f77891a..7905930 100644
--- a/src/views/business/components/transport-plan-page.vue
+++ b/src/views/business/components/transport-plan-page.vue
@@ -1870,7 +1870,11 @@
                 :fetch-suggestions="fetchTaskDriverSuggestions"
                 :loading="taskDriverLoading"
                 @select="item => handleTaskDriverSelect('dispatch', item)"
-              />
+              >
+                <template #default="{ item }">
+                  <span>{{ driverOptionText(item) }}</span>
+                </template>
+              </el-autocomplete>
             </el-form-item>
             <el-form-item
               :label="dispatchItemForm.carrierType === '承运商' ? '手机号' : '司机手机号'"
@@ -1893,7 +1897,11 @@
                 :fetch-suggestions="fetchTaskEscortSuggestions"
                 :loading="taskEscortLoading"
                 @select="handleTaskEscortSelect"
-              />
+              >
+                <template #default="{ item }">
+                  <span>{{ driverOptionText(item) }}</span>
+                </template>
+              </el-autocomplete>
             </el-form-item>
             <el-form-item v-if="dispatchItemForm.carrierType !== '承运商'" label="押运人手机号">
               <el-input v-model="dispatchItemForm.escortPhone" placeholder="请输入" />
@@ -2768,7 +2776,7 @@ import {
   getList as getProjectList,
 } from '@/api/business/project-apply';
 import { getList as getCommonRouteList } from '@/api/business/common-route';
-import { fetchDriversByCarrierOrganizations } from '@/utils/carrier-org-resource';
+import { fetchDriverCandidates, driverOptionText } from '@/utils/carrier-org-resource';
 import { getDictionary } from '@/api/system/dictbiz';
 import { getDictionary as getSystemDictionary } from '@/api/system/dict';
 import { addressTypeOptions } from '@/option/base/common-address';
@@ -3815,6 +3823,7 @@ export default {
   },
   methods: {
     formatContractOptionLabel,
+    driverOptionText,
     initStandaloneFormPage() {
       if (!this.isStandaloneFormPage) return;
       const mode = this.$route.query.mode === 'edit' ? 'edit' : 'add';
@@ -4995,16 +5004,8 @@ export default {
     },
     fetchTaskDriverSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const carrier = this.getDispatchCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.taskDriverLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-        carrier
-      )
+      fetchDriverCandidates({ size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' })
         .then(records => {
           this.taskDriverOptions = records;
           callback(
@@ -5024,16 +5025,12 @@ export default {
     },
     fetchTaskEscortSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const carrier = this.getDispatchCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.taskEscortLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '押运员' },
-        carrier
-      )
+      fetchDriverCandidates({
+        size: 20,
+        ...(keyword ? { driverName: keyword } : {}),
+        posts: '押运员',
+      })
         .then(records => {
           this.taskEscortOptions = records;
           callback(records.map(item => ({ ...item, value: item.driverName || item.name || '' })));
@@ -8048,12 +8045,6 @@ export default {
       this.taskDriverOptions = [];
       this.taskEscortOptions = [];
     },
-    getDispatchCarrierFilter() {
-      return {
-        carrierId: this.dispatchItemForm.carrierId || '',
-        carrierName: this.dispatchItemForm.carrierName || '',
-      };
-    },
     handleDispatchCargoQuantityInput(row, value) {
       const text = String(value || '').replace(/[^\d.]/g, '');
       const parts = text.split('.');
diff --git a/src/views/business/components/waybill-manage-page.vue b/src/views/business/components/waybill-manage-page.vue
index ffe1610..c59fab3 100644
--- a/src/views/business/components/waybill-manage-page.vue
+++ b/src/views/business/components/waybill-manage-page.vue
@@ -1200,7 +1200,11 @@
                   :loading="taskDriverLoading"
                   :disabled="dialogReadonly"
                   @select="handleTaskDriverSelect"
-                />
+                >
+                  <template #default="{ item }">
+                    <span>{{ driverOptionText(item) }}</span>
+                  </template>
+                </el-autocomplete>
               </el-form-item>
               <el-form-item
                 v-if="isRoadTransport"
@@ -1279,7 +1283,11 @@
                   :loading="taskEscortLoading"
                   :disabled="dialogReadonly"
                   @select="handleTaskEscortSelect"
-                />
+                >
+                  <template #default="{ item }">
+                    <span>{{ driverOptionText(item) }}</span>
+                  </template>
+                </el-autocomplete>
               </el-form-item>
               <el-form-item v-if="showRoadEscortFields" label="押运人手机号">
                 <el-input
@@ -1660,7 +1668,11 @@
               style="width: 100%"
               @select="handleReassignDriverSelect"
               @change="handleReassignDriverChange"
-            />
+            >
+              <template #default="{ item }">
+                <span>{{ driverOptionText(item) }}</span>
+              </template>
+            </el-autocomplete>
           </el-form-item>
           <el-form-item
             label="手机号"
@@ -3700,9 +3712,7 @@ import VoucherExecutionDetail from './voucher-execution-detail.vue';
 import PunchRecordPhotos from './punch-record-photos.vue';
 import AddressMapPicker from '@/components/address-map-picker/main.vue';
 import { getList as getDriverList } from '@/api/transportCapacity/driver';
-import {
-  fetchDriversByCarrierOrganizations,
-} from '@/utils/carrier-org-resource';
+import { fetchDriverCandidates, driverOptionText } from '@/utils/carrier-org-resource';
 import { getDictionary } from '@/api/system/dictbiz';
 import { getDictionary as getSystemDictionary } from '@/api/system/dict';
 import { addressTypeOptions } from '@/option/base/common-address';
@@ -4814,6 +4824,7 @@ export default {
   },
   methods: {
     formatContractOptionLabel,
+    driverOptionText,
     parseRouteChangeContent,
     // 页面被 keep-alive 缓存/卸载时调用，关闭本页所有 append-to-body 的弹窗，
     // 避免 Teleport 出去的 DOM 残留在 body 上盖住后续页面（详见 data 里的说明）。
@@ -7967,19 +7978,10 @@ export default {
       this.taskDriverOptions = [];
       this.taskEscortOptions = [];
     },
-    getTaskCarrierFilter() {
-      return {
-        carrierId: this.form.carrierId || '',
-        carrierName: this.form.carrierName || '',
-      };
-    },
     loadTaskDriverOptions() {
       if (!this.taskInfoFormEnabled || this.taskDriverLoading) return Promise.resolve([]);
       this.taskDriverLoading = true;
-      return fetchDriversByCarrierOrganizations(
-        { size: 9999, posts: '司机' },
-        this.getTaskCarrierFilter()
-      )
+      return fetchDriverCandidates({ size: 9999, posts: '司机' })
         .then(records => {
           this.taskDriverOptions = records;
           return this.taskDriverOptions;
@@ -7990,16 +7992,8 @@ export default {
     },
     fetchTaskDriverSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const carrier = this.getTaskCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.taskDriverLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-        carrier
-      )
+      fetchDriverCandidates({ size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' })
         .then(records => {
           this.taskDriverOptions = records;
           callback(
@@ -8019,16 +8013,12 @@ export default {
     },
     fetchTaskEscortSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const carrier = this.getTaskCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.taskEscortLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '押运员' },
-        carrier
-      )
+      fetchDriverCandidates({
+        size: 20,
+        ...(keyword ? { driverName: keyword } : {}),
+        posts: '押运员',
+      })
         .then(records => {
           this.taskEscortOptions = records;
           callback(records.map(item => ({ ...item, value: item.driverName || item.name || '' })));
@@ -10235,20 +10225,8 @@ export default {
     },
     fetchReassignDriverSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const row = this.reassignDrawer.row || {};
-      const carrier = {
-        carrierId: row.carrierId || '',
-        carrierName: row.carrierName || '',
-      };
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.reassignDrawer.driverLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-        carrier
-      )
+      fetchDriverCandidates({ size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' })
         .then(records => {
           this.reassignDriverOptions = records;
           callback(
diff --git a/src/views/business/loading-manage.vue b/src/views/business/loading-manage.vue
index 4ab0917..2430d54 100644
--- a/src/views/business/loading-manage.vue
+++ b/src/views/business/loading-manage.vue
@@ -1068,7 +1068,7 @@
                           <el-option
                             v-for="item in driverOptions"
                             :key="item.id || item.driverName || item.name"
-                            :label="item.driverName || item.name"
+                            :label="driverOptionText(item)"
                             :value="item.driverName || item.name"
                           />
                         </el-select>
@@ -1465,7 +1465,11 @@
                     :loading="driverLoading"
                     placeholder="请输入"
                     @select="item => handleDriverSuggestionSelect('dialog', item)"
-                  />
+                  >
+                    <template #default="{ item }">
+                      <span>{{ driverOptionText(item) }}</span>
+                    </template>
+                  </el-autocomplete>
                 </el-form-item>
                 <el-form-item
                   label="手机号"
@@ -1488,7 +1492,11 @@
                     :loading="escortLoading"
                     placeholder="请输入"
                     @select="item => handleEscortSuggestionSelect('dialog', item)"
-                  />
+                  >
+                    <template #default="{ item }">
+                      <span>{{ driverOptionText(item) }}</span>
+                    </template>
+                  </el-autocomplete>
                 </el-form-item>
                 <el-form-item v-if="dialogForm.carrierType !== '承运商'" label="押运人手机号">
                   <el-input v-model="dialogForm.escortPhone" clearable placeholder="请输入" />
@@ -1804,7 +1812,7 @@ import { getList as getContractList } from '@/api/business/contract-manage';
 import { getParentOptions as getCargoTypeOptions } from '@/api/base/cargo-type';
 import { getList as getCustomerList } from '@/api/vehicle/customer-archive';
 import { getList as getDriverList } from '@/api/transportCapacity/driver';
-import { fetchDriversByCarrierOrganizations } from '@/utils/carrier-org-resource';
+import { fetchDriverCandidates, driverOptionText } from '@/utils/carrier-org-resource';
 import { formatContractOptionLabel } from '@/utils/contract';
 import {
   getList as getProcessConfigList,
@@ -2304,6 +2312,7 @@ export default {
   },
   methods: {
     parseRouteChangeContent,
+    driverOptionText,
     formatTaskCarrierContractLabel(item = {}) {
       const carrierName = item.carrierName || item.partyB || '';
       const contractLabel = formatContractOptionLabel(item);
@@ -4267,12 +4276,6 @@ export default {
       this.dialogForm.escortPhone = '';
       this.driverOptions = [];
     },
-    getDialogCarrierFilter() {
-      return {
-        carrierId: this.dialogForm.carrierId || '',
-        carrierName: this.dialogForm.carrierName || '',
-      };
-    },
     handleDriverChange(value) {
       const driver = this.driverOptions.find(item => (item.driverName || item.name) === value);
       if (driver && !this.dialogForm.driverPhone) {
@@ -4306,16 +4309,12 @@ export default {
     },
     fetchEscortSuggestions(queryString, callback) {
       const keyword = String(queryString || '').trim();
-      const carrier = this.getDialogCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        callback([]);
-        return;
-      }
       this.escortLoading = true;
-      fetchDriversByCarrierOrganizations(
-        { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '押运员' },
-        carrier
-      )
+      fetchDriverCandidates({
+        size: 20,
+        ...(keyword ? { driverName: keyword } : {}),
+        posts: '押运员',
+      })
         .then(records => {
           callback(
             records.map(item => ({
@@ -4395,17 +4394,13 @@ export default {
       }
     },
     async loadDialogDriverOptions(keyword = '') {
-      const carrier = this.getDialogCarrierFilter();
-      if (!carrier.carrierId && !carrier.carrierName) {
-        this.driverOptions = [];
-        return [];
-      }
       this.driverLoading = true;
       try {
-        this.driverOptions = await fetchDriversByCarrierOrganizations(
-          { size: 20, ...(keyword ? { driverName: keyword } : {}), posts: '司机' },
-          carrier
-        );
+        this.driverOptions = await fetchDriverCandidates({
+          size: 20,
+          ...(keyword ? { driverName: keyword } : {}),
+          posts: '司机',
+        });
         return this.driverOptions;
       } finally {
         this.driverLoading = false;