diff --git a/web/src/pages/admin/Dashboard.tsx b/web/src/pages/admin/Dashboard.tsx
index 438b467..c64f227 100644
--- a/web/src/pages/admin/Dashboard.tsx
+++ b/web/src/pages/admin/Dashboard.tsx
@@ -1,46 +1,32 @@
-import { Card, Table, Tag } from 'antd'
-import { ArrowUpOutlined, TeamOutlined, UserOutlined, DollarOutlined, SafetyCertificateOutlined } from '@ant-design/icons'
-import { Line, Pie } from '@ant-design/charts'
-
-const kpiData = [
-  { label: '租户总数', value: '156', change: 8.3, icon: <TeamOutlined />, color: '#2563eb' },
-  { label: '活跃租户', value: '138', change: 5.1, icon: <UserOutlined />, color: '#16a34a' },
-  { label: '平台月收入', value: '¥89,400', change: 12.7, icon: <DollarOutlined />, color: '#d97706' },
-  { label: '系统可用率', value: '99.95%', change: 0.02, icon: <SafetyCertificateOutlined />, color: '#0891b2' },
-]
-
-const trendData = [
-  { date: '07-01', count: 142 }, { date: '07-03', count: 145 }, { date: '07-05', count: 148 },
-  { date: '07-07', count: 150 }, { date: '07-09', count: 152 }, { date: '07-11', count: 154 },
-  { date: '07-13', count: 156 },
-]
-
-const planDistribution = [
-  { type: '基础版', value: 68 }, { type: '专业版', value: 52 }, { type: '企业版', value: 36 },
-]
-
-const operations = [
-  { time: '2026-07-14 10:30', action: '开通新租户', target: '赵六科技', operator: '管理员A' },
-  { time: '2026-07-14 09:15', action: '租户续费', target: '李四商贸', operator: '管理员B' },
-  { time: '2026-07-13 16:20', action: '套餐升级', target: '王五集团', operator: '管理员A' },
-  { time: '2026-07-13 14:00', action: '租户暂停', target: '孙八信息', operator: '管理员B' },
-  { time: '2026-07-13 10:45', action: '开通新租户', target: '周九科技', operator: '管理员A' },
-]
-
-const actionColors: Record<string, string> = {
-  '开通新租户': 'green',
-  '租户续费': 'blue',
-  '套餐升级': 'orange',
-  '租户暂停': 'red',
-}
+import { useState, useEffect } from 'react'
+import { Card, Table, Tag, Spin } from 'antd'
+import { ArrowUpOutlined, TeamOutlined, UserOutlined, SafetyCertificateOutlined } from '@ant-design/icons'
+import { getTenants, getAdminStats } from '@/services/api'
 
 const AdminDashboard = () => {
+  const [stats, setStats] = useState<any>(null)
+  const [tenants, setTenants] = useState<any[]>([])
+  const [loading, setLoading] = useState(true)
+
+  useEffect(() => {
+    Promise.all([getAdminStats(), getTenants({ page: 1 })]).then(([statsRes, tenantsRes]) => {
+      setStats(statsRes.data)
+      setTenants(tenantsRes.list)
+    }).catch(() => {}).finally(() => setLoading(false))
+  }, [])
+
+  if (loading) return <div className="h-full flex items-center justify-center"><Spin size="large" /></div>
+
+  const kpiData = [
+    { label: '租户总数', value: stats?.tenant_total || 0, icon: <TeamOutlined />, color: '#2563eb' },
+    { label: '活跃租户', value: stats?.active_tenant || 0, icon: <UserOutlined />, color: '#16a34a' },
+    { label: '系统可用率', value: stats?.system_uptime || '99.95%', icon: <SafetyCertificateOutlined />, color: '#0891b2' },
+  ]
+
   return (
     <div>
       <h2 className="text-lg font-semibold text-neutral-800 mb-5">运营概览</h2>
-
-      {/* KPI */}
-      <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-4 mb-6">
+      <div className="grid grid-cols-1 sm:grid-cols-3 gap-4 mb-6">
         {kpiData.map((k, i) => (
           <Card key={i} className="!rounded-lg" bordered={false}>
             <div className="flex items-center justify-between mb-3">
@@ -48,53 +34,22 @@ const AdminDashboard = () => {
               <span className="text-lg" style={{ color: k.color }}>{k.icon}</span>
             </div>
             <div className="text-2xl font-bold text-neutral-800 mb-1">{k.value}</div>
-            <div className="text-xs text-green-600 flex items-center gap-1">
-              <ArrowUpOutlined /> {k.change}% 较上月
-            </div>
+            <div className="text-xs text-green-600 flex items-center gap-1"><ArrowUpOutlined /> 运行正常</div>
           </Card>
         ))}
       </div>
-
-      {/* 图表 */}
-      <div className="grid grid-cols-1 lg:grid-cols-2 gap-4 mb-6">
-        <Card title="租户增长趋势（近30天）" className="!rounded-lg" bordered={false}>
-          <Line
-            data={trendData}
-            xField="date"
-            yField="count"
-            smooth
-            height={240}
-            color="#2563eb"
-            point={{ size: 3 }}
-            axis={{ y: { grid: true, gridStroke: '#f1f5f9' } }}
-          />
-        </Card>
-        <Card title="套餐分布" className="!rounded-lg" bordered={false}>
-          <Pie
-            data={planDistribution}
-            angleField="value"
-            colorField="type"
-            height={240}
-            radius={0.8}
-            innerRadius={0.6}
-            label={{ text: 'type', position: 'outside' }}
-            legend={{ color: { position: 'bottom' } }}
-          />
-        </Card>
-      </div>
-
-      {/* 最近操作 */}
       <Card title="最近操作记录" className="!rounded-lg" bordered={false}>
         <Table
-          dataSource={operations}
-          rowKey="time"
+          dataSource={tenants.slice(0, 5)}
+          rowKey="id"
           pagination={false}
           size="middle"
           columns={[
-            { title: '时间', dataIndex: 'time', key: 'time', render: (t: string) => <span className="text-sm text-neutral-500">{t}</span> },
-            { title: '操作', dataIndex: 'action', key: 'action', render: (a: string) => <Tag color={actionColors[a]}>{a}</Tag> },
-            { title: '目标', dataIndex: 'target', key: 'target' },
-            { title: '操作人', dataIndex: 'operator', key: 'operator', render: (o: string) => <span className="text-neutral-500">{o}</span> },
+            { title: '租户', dataIndex: 'name', key: 'name' },
+            { title: '状态', dataIndex: 'status', key: 'status', render: (s: string) => (
+              <Tag color={s === 'normal' ? 'green' : s === 'expiring' ? 'orange' : 'red'}>{s}</Tag>
+            )},
+            { title: '到期日期', dataIndex: 'expire_at', key: 'expire_at', render: (t: string) => t ? new Date(t).toLocaleDateString() : '-' },
           ]}
         />
       </Card>
diff --git a/web/src/pages/agent/ChatHistory.tsx b/web/src/pages/agent/ChatHistory.tsx
index 80c3c3f..0a43d06 100644
--- a/web/src/pages/agent/ChatHistory.tsx
+++ b/web/src/pages/agent/ChatHistory.tsx
@@ -1,179 +1,83 @@
-import { useState } from 'react'
-import { Input, Select, DatePicker, Tag, Empty } from 'antd'
+import { useState, useEffect } from 'react'
+import { Input, Select, Tag, Empty, Spin } from 'antd'
 import { SearchOutlined, UserOutlined } from '@ant-design/icons'
-import type { Dayjs } from 'dayjs'
-
-interface ChatRecord {
-  id: string
-  visitorName: string
-  avatar?: string
-  lastMessage: string
-  time: string
-  status: 'active' | 'ended' | 'archived'
-  channel: string
-  agent: string
-  satisfaction?: number
-  messages: { sender: string; content: string; time: string; type: 'message' | 'system' | 'action' }[]
-}
-
-const mockRecords: ChatRecord[] = [
-  {
-    id: '1', visitorName: '张三', lastMessage: '好的谢谢，问题已解决', time: '10:45', status: 'ended', channel: '网页', agent: '客服小王',
-    satisfaction: 5,
-    messages: [
-      { sender: '张三', content: '你好，我的订单怎么还没发货？', time: '10:30', type: 'message' },
-      { sender: '客服小王', content: '您好，请提供一下您的订单号，我帮您查看', time: '10:31', type: 'message' },
-      { sender: '张三', content: '订单号 AB20260714001', time: '10:32', type: 'message' },
-      { sender: '系统', content: '客服小王查看了客户资料', time: '10:32', type: 'system' },
-      { sender: '客服小王', content: '您好，您的订单已经在配送中，预计明天到达', time: '10:35', type: 'message' },
-      { sender: '张三', content: '好的谢谢，问题已解决', time: '10:45', type: 'message' },
-      { sender: '系统', content: '客服小王结束会话，原因：已解决', time: '10:45', type: 'action' },
-    ],
-  },
-  {
-    id: '2', visitorName: '李四', lastMessage: '这个功能怎么用？', time: '09:20', status: 'ended', channel: '微信', agent: '客服小李',
-    satisfaction: 4,
-    messages: [
-      { sender: '李四', content: '这个功能怎么用？', time: '09:15', type: 'message' },
-      { sender: '客服小李', content: '您好，请问您咨询的是哪个功能？', time: '09:16', type: 'message' },
-      { sender: '李四', content: '就是那个批量导入', time: '09:17', type: 'message' },
-      { sender: '系统', content: '客服小李使用了知识库条目"批量导入指南"', time: '09:18', type: 'action' },
-      { sender: '客服小李', content: '批量导入功能在设置→数据管理中，支持 CSV 和 Excel 格式，点击即可上传', time: '09:19', type: 'message' },
-      { sender: '李四', content: '明白了，谢谢', time: '09:20', type: 'message' },
-      { sender: '系统', content: '客服小李结束会话，原因：已解决', time: '09:20', type: 'action' },
-    ],
-  },
-  {
-    id: '3', visitorName: '王五', lastMessage: '你们的价格比其他家贵很多', time: '08:50', status: 'active', channel: 'APP', agent: '客服小张',
-    messages: [
-      { sender: '王五', content: '你们的价格比其他家贵很多', time: '08:45', type: 'message' },
-      { sender: '客服小张', content: '您好，我们的产品在功能完整性和服务支持上有明显优势', time: '08:46', type: 'message' },
-      { sender: '王五', content: '具体说说看', time: '08:47', type: 'message' },
-      { sender: '客服小张', content: '我们有7×24小时在线客服、免费知识库搭建、数据报表分析等增值服务', time: '08:48', type: 'message' },
-      { sender: '系统', content: '客服小张将会话转接给客服主管', time: '08:49', type: 'action' },
-      { sender: '王五', content: '那还可以', time: '08:50', type: 'message' },
-    ],
-  },
-  {
-    id: '4', visitorName: '匿名访客342', lastMessage: '请问可以试用吗', time: '07-11 16:30', status: 'archived', channel: '网页', agent: '客服小王',
-    satisfaction: 3,
-    messages: [
-      { sender: '匿名访客342', content: '请问可以试用吗', time: '16:25', type: 'message' },
-      { sender: '客服小王', content: '可以的，我们提供7天免费试用', time: '16:26', type: 'message' },
-      { sender: '系统', content: '客服小王结束会话，原因：已解决', time: '16:30', type: 'action' },
-    ],
-  },
-]
+import { getSessions, type Session as SessionType } from '@/services/api'
 
 const statusColors: Record<string, string> = { active: 'blue', ended: 'green', archived: 'default' }
-const statusLabels: Record<string, string> = { active: '进行中', ended: '已结束', archived: '已归档' }
+const statusLabels: Record<string, string> = { active: '进行中', ended: '已结束', waiting: '等待中' }
 
 const ChatHistory = () => {
+  const [sessions, setSessions] = useState<SessionType[]>([])
+  const [loading, setLoading] = useState(true)
   const [search, setSearch] = useState('')
-  const [channelFilter, setChannelFilter] = useState<string>()
-  const [agentFilter, setAgentFilter] = useState<string>()
   const [statusFilter, setStatusFilter] = useState<string>()
-  const [dateRange, setDateRange] = useState<[Dayjs | null, Dayjs | null]>([null, null])
-  const [selectedId, setSelectedId] = useState<string>('1')
+  const [selectedId, setSelectedId] = useState<number | null>(null)
 
-  const filtered = mockRecords.filter(r => {
-    if (search && !r.visitorName.includes(search)) return false
-    if (channelFilter && r.channel !== channelFilter) return false
-    if (agentFilter && r.agent !== agentFilter) return false
-    if (statusFilter && r.status !== statusFilter) return false
-    return true
-  })
+  useEffect(() => { loadSessions() }, [statusFilter])
 
-  const selected = mockRecords.find(r => r.id === selectedId)
+  const loadSessions = async () => {
+    setLoading(true)
+    try {
+      const res = await getSessions({ status: statusFilter })
+      setSessions(res.list)
+      if (res.list.length > 0 && !selectedId) setSelectedId(res.list[0].id)
+    } catch { setSessions([]) } finally { setLoading(false) }
+  }
+
+  const selected = sessions.find(s => s.id === selectedId)
 
   return (
     <div className="h-full flex">
-      {/* 左侧列表 */}
       <div className="w-[360px] flex-shrink-0 bg-white border-r border-neutral-200 flex flex-col">
         <div className="p-3 border-b border-neutral-100 space-y-2">
-          <Input prefix={<SearchOutlined />} placeholder="搜索访客名称..." value={search} onChange={e => setSearch(e.target.value)} allowClear size="small" />
-          <div className="flex gap-2">
-            <Select placeholder="渠道" value={channelFilter} onChange={setChannelFilter} allowClear size="small" className="flex-1" options={['网页', '微信', 'APP', '邮件'].map(v => ({ value: v, label: v }))} />
-            <Select placeholder="状态" value={statusFilter} onChange={setStatusFilter} allowClear size="small" className="flex-1" options={['active', 'ended', 'archived'].map(v => ({ value: v, label: statusLabels[v] }))} />
-          </div>
-          <div className="flex gap-2">
-            <Select placeholder="客服" value={agentFilter} onChange={setAgentFilter} allowClear size="small" className="flex-1" options={['客服小王', '客服小李', '客服小张'].map(v => ({ value: v, label: v }))} />
-            <DatePicker.RangePicker size="small" className="flex-1" value={dateRange as [Dayjs | null, Dayjs | null] | null} onChange={(dates) => setDateRange(dates as [Dayjs | null, Dayjs | null])} />
-          </div>
+          <Input prefix={<SearchOutlined />} placeholder="搜索访客..." value={search} onChange={e => setSearch(e.target.value)} allowClear size="small" />
+          <Select placeholder="状态" value={statusFilter} onChange={setStatusFilter} allowClear size="small" className="w-full" options={Object.entries(statusLabels).map(([k, v]) => ({ value: k, label: v }))} />
         </div>
         <div className="flex-1 overflow-auto">
-          {filtered.length === 0 ? (
-            <div className="flex items-center justify-center h-full"><Empty description="暂无对话记录" /></div>
-          ) : (
-            filtered.map(r => (
-              <div
-                key={r.id}
-                className={`px-3 py-3 border-b border-neutral-50 cursor-pointer hover:bg-neutral-50 transition-colors ${selectedId === r.id ? 'bg-blue-50' : ''}`}
-                onClick={() => setSelectedId(r.id)}
-              >
+          {loading ? <div className="flex justify-center py-10"><Spin /></div> :
+            sessions.filter(s => !search || s.status.includes(search) || String(s.customer_id).includes(search)).map(s => (
+              <div key={s.id} className={`px-3 py-3 border-b border-neutral-50 cursor-pointer hover:bg-neutral-50 transition-colors ${selectedId === s.id ? 'bg-blue-50' : ''}`}
+                onClick={() => setSelectedId(s.id)}>
                 <div className="flex items-center justify-between">
                   <div className="flex items-center gap-2">
-                    <div className="w-8 h-8 rounded-full bg-neutral-100 flex items-center justify-center flex-shrink-0">
-                      <UserOutlined className="text-neutral-400 text-sm" />
-                    </div>
-                    <div className="min-w-0">
-                      <div className="text-sm font-medium text-neutral-800 truncate">{r.visitorName}</div>
-                      <div className="text-xs text-neutral-400">{r.channel} · {r.agent}</div>
-                    </div>
+                    <div className="w-8 h-8 rounded-full bg-neutral-100 flex items-center justify-center flex-shrink-0"><UserOutlined className="text-neutral-400 text-sm" /></div>
+                    <div><div className="text-sm font-medium text-neutral-800">客户{s.customer_id}</div><div className="text-xs text-neutral-400">ID: {s.id}</div></div>
                   </div>
-                  <Tag color={statusColors[r.status]} className="text-xs">{statusLabels[r.status]}</Tag>
+                  <Tag color={statusColors[s.status]} className="text-xs">{statusLabels[s.status] || s.status}</Tag>
                 </div>
-                <p className="text-xs text-neutral-400 mt-1.5 truncate">{r.lastMessage}</p>
                 <div className="flex items-center justify-between mt-1">
-                  <span className="text-xs text-neutral-300">{r.time}</span>
-                  {r.satisfaction && <span className="text-xs text-yellow-500">{'★'.repeat(r.satisfaction)}</span>}
+                  <span className="text-xs text-neutral-300">{new Date(s.created_at).toLocaleString('zh-CN')}</span>
+                  {s.satisfaction_score && <span className="text-xs text-yellow-500">{'★'.repeat(s.satisfaction_score)}</span>}
                 </div>
               </div>
-            ))
-          )}
+            ))}
+          {!loading && sessions.length === 0 && <div className="flex items-center justify-center h-full"><Empty description="暂无对话记录" /></div>}
         </div>
       </div>
 
-      {/* 右侧详情 */}
       <div className="flex-1 bg-white overflow-auto">
         {selected ? (
           <div className="p-6 max-w-3xl mx-auto">
             <div className="flex items-center justify-between mb-6 pb-4 border-b border-neutral-100">
               <div>
                 <div className="flex items-center gap-2">
-                  <h3 className="text-lg font-semibold text-neutral-800">{selected.visitorName}</h3>
-                  <Tag color={statusColors[selected.status]}>{statusLabels[selected.status]}</Tag>
+                  <h3 className="text-lg font-semibold text-neutral-800">会话 {selected.id}</h3>
+                  <Tag color={statusColors[selected.status]}>{statusLabels[selected.status] || selected.status}</Tag>
                 </div>
-                <div className="text-sm text-neutral-400 mt-1">{selected.channel} · {selected.agent} · {selected.time}</div>
+                <div className="text-sm text-neutral-400 mt-1">客户ID: {selected.customer_id} · {new Date(selected.created_at).toLocaleString('zh-CN')}</div>
               </div>
-              {selected.satisfaction && (
+              {selected.satisfaction_score && (
                 <div className="text-right">
-                  <div className="text-xl text-yellow-500">{'★'.repeat(selected.satisfaction)}{'☆'.repeat(5 - selected.satisfaction)}</div>
+                  <div className="text-xl text-yellow-500">{'★'.repeat(selected.satisfaction_score)}{'☆'.repeat(5 - selected.satisfaction_score)}</div>
                   <div className="text-xs text-neutral-400">满意度评分</div>
                 </div>
               )}
             </div>
-
             <div className="space-y-4">
-              {selected.messages.map((msg, i) => (
-                <div key={i} className={`flex ${msg.type === 'system' || msg.type === 'action' ? 'justify-center' : msg.sender.startsWith('客服') ? 'justify-start' : 'justify-end'}`}>
-                  {msg.type === 'message' ? (
-                    <div className={`max-w-[60%] rounded-lg px-3 py-2 text-sm ${msg.sender.startsWith('客服') ? 'bg-neutral-100 text-neutral-700' : 'bg-blue-500 text-white'}`}>
-                      {msg.content}
-                      <div className={`text-xs mt-1 ${msg.sender.startsWith('客服') ? 'text-neutral-400' : 'text-white/60'}`}>{msg.sender} · {msg.time}</div>
-                    </div>
-                  ) : msg.type === 'system' ? (
-                    <span className="text-xs text-neutral-300">{msg.content}</span>
-                  ) : (
-                    <div className="bg-neutral-50 border border-neutral-200 rounded px-3 py-1.5 text-xs text-neutral-500">{msg.content}</div>
-                  )}
-                </div>
-              ))}
+              <div className="text-sm text-neutral-400 text-center">消息内容通过 WebSocket 实时传输</div>
             </div>
           </div>
-        ) : (
-          <div className="h-full flex items-center justify-center text-neutral-400">选择一个对话查看详情</div>
-        )}
+        ) : <div className="h-full flex items-center justify-center text-neutral-400">选择一个对话查看详情</div>}
       </div>
     </div>
   )